Vulkan Shader Refactor, Memory Debugging Option (#7947)

* Refactor shaders, extract GLSL code from ggml_vk_generate_shaders.py into vulkan-shaders directory

* Improve debug log code

* Add memory debug output option

* Fix flake8

* Fix unnecessary high llama-3 VRAM use

diff --git a/CMakeLists.txt b/CMakeLists.txt
index d86107187834c73e12190ef4a59e1e2526bd8fd6..c90414afa92be0cc373967125eb3723793ce6792 100644 (file)
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -119,6 +119,7 @@ option(LLAMA_HIP_UMA                         "llama: use HIP unified memory arch
 option(LLAMA_VULKAN                          "llama: use Vulkan"                                OFF)
 option(LLAMA_VULKAN_CHECK_RESULTS            "llama: run Vulkan op checks"                      OFF)
 option(LLAMA_VULKAN_DEBUG                    "llama: enable Vulkan debug output"                OFF)
+option(LLAMA_VULKAN_MEMORY_DEBUG             "llama: enable Vulkan memory debug output"         OFF)
 option(LLAMA_VULKAN_VALIDATE                 "llama: enable Vulkan validation"                  OFF)
 option(LLAMA_VULKAN_RUN_TESTS                "llama: run Vulkan tests"                          OFF)
 option(LLAMA_METAL                           "llama: use Metal"                                 ${LLAMA_METAL_DEFAULT})
@@ -534,6 +535,10 @@ if (LLAMA_VULKAN)
             add_compile_definitions(GGML_VULKAN_DEBUG)
         endif()
 
+        if (LLAMA_VULKAN_MEMORY_DEBUG)
+            add_compile_definitions(GGML_VULKAN_MEMORY_DEBUG)
+        endif()
+
         if (LLAMA_VULKAN_VALIDATE)
             add_compile_definitions(GGML_VULKAN_VALIDATE)
         endif()

diff --git a/Makefile b/Makefile
index 5ab3481fb49ee93ec2b1893d92b766490f08a2a5..f94ee393377b74379b428475932bd4ab39af1d84 100644 (file)
--- a/Makefile
+++ b/Makefile
@@ -608,6 +608,10 @@ ifdef LLAMA_VULKAN_DEBUG
        MK_CPPFLAGS  += -DGGML_VULKAN_DEBUG
 endif
 
+ifdef LLAMA_VULKAN_MEMORY_DEBUG
+       MK_CPPFLAGS  += -DGGML_VULKAN_MEMORY_DEBUG
+endif
+
 ifdef LLAMA_VULKAN_VALIDATE
        MK_CPPFLAGS  += -DGGML_VULKAN_VALIDATE
 endif

diff --git a/ggml-vulkan-shaders.hpp b/ggml-vulkan-shaders.hpp
index 4a8ee3415708686ddfacdd99c8c8b667d50b32af..e97a8c6b7ae6c6a07482cda17329c10900bc3566 100644 (file)
--- a/ggml-vulkan-shaders.hpp
+++ b/ggml-vulkan-shaders.hpp
@@ -2103,7 +2103,7 @@ unsigned char dequant_f32_data[] = {
 };
 const uint64_t dequant_f32_len = 3200;
 
-unsigned char dequant_q2_K_data[] = {
+unsigned char dequant_q2_k_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
 0x10,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x27,0x00,0x00,0x00,
@@ -2442,9 +2442,9 @@ unsigned char dequant_q2_K_data[] = {
 0x01,0x01,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 
 };
-const uint64_t dequant_q2_K_len = 4032;
+const uint64_t dequant_q2_k_len = 4032;
 
-unsigned char dequant_q3_K_data[] = {
+unsigned char dequant_q3_k_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
 0x3f,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x27,0x00,0x00,0x00,
@@ -2847,7 +2847,7 @@ unsigned char dequant_q3_K_data[] = {
 0xf8,0x00,0x02,0x00,0x2d,0x01,0x00,0x00,0xfd,0x00,0x01,0x00,
 0x38,0x00,0x01,0x00,
 };
-const uint64_t dequant_q3_K_len = 4804;
+const uint64_t dequant_q3_k_len = 4804;
 
 unsigned char dequant_q4_0_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
@@ -3728,7 +3728,7 @@ unsigned char dequant_q4_1_data[] = {
 };
 const uint64_t dequant_q4_1_len = 5248;
 
-unsigned char dequant_q4_K_data[] = {
+unsigned char dequant_q4_k_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
 0xae,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x27,0x00,0x00,0x00,
@@ -4224,7 +4224,7 @@ unsigned char dequant_q4_K_data[] = {
 0x34,0x01,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 
 };
-const uint64_t dequant_q4_K_len = 5916;
+const uint64_t dequant_q4_k_len = 5916;
 
 unsigned char dequant_q5_0_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
@@ -5323,7 +5323,7 @@ unsigned char dequant_q5_1_data[] = {
 };
 const uint64_t dequant_q5_1_len = 6412;
 
-unsigned char dequant_q5_K_data[] = {
+unsigned char dequant_q5_k_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
 0x9e,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x27,0x00,0x00,0x00,
@@ -5824,9 +5824,9 @@ unsigned char dequant_q5_K_data[] = {
 0xf8,0x00,0x02,0x00,0x88,0x01,0x00,0x00,0xfd,0x00,0x01,0x00,
 0x38,0x00,0x01,0x00,
 };
-const uint64_t dequant_q5_K_len = 5980;
+const uint64_t dequant_q5_k_len = 5980;
 
-unsigned char dequant_q6_K_data[] = {
+unsigned char dequant_q6_k_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
 0x0d,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x27,0x00,0x00,0x00,
@@ -6185,7 +6185,7 @@ unsigned char dequant_q6_K_data[] = {
 0x03,0x01,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 
 };
-const uint64_t dequant_q6_K_len = 4272;
+const uint64_t dequant_q6_k_len = 4272;
 
 unsigned char dequant_q8_0_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
@@ -18578,235 +18578,237 @@ unsigned char matmul_f16_fp32_data[] = {
 };
 const uint64_t matmul_f16_fp32_len = 10276;
 
-unsigned char matmul_f32_data[] = {
+unsigned char matmul_f32_f16_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
 0xd9,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x09,0x00,0x00,0x00,
-0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,
-0x2e,0x73,0x74,0x64,0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,
-0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x0f,0x00,0x0f,0x00,0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
-0xfb,0x00,0x00,0x00,0x06,0x01,0x00,0x00,0x47,0x01,0x00,0x00,
-0x52,0x01,0x00,0x00,0x3a,0x02,0x00,0x00,0x83,0x02,0x00,0x00,
-0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,
+0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,
+0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
+0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0f,0x00,
+0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
+0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x3e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
+0x06,0x01,0x00,0x00,0x47,0x01,0x00,0x00,0x52,0x01,0x00,0x00,
+0x3a,0x02,0x00,0x00,0x83,0x02,0x00,0x00,0x10,0x00,0x06,0x00,
+0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x12,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x12,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
+0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x12,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
 0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x12,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x12,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x12,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x38,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x3e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4d,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x50,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x54,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x61,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x63,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x6d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xa6,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xb8,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0xbb,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x03,0x01,0x00,0x00,
-0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0x04,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x04,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x04,0x01,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x06,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x06,0x01,0x00,0x00,0x21,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x21,0x01,0x00,0x00,
-0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x22,0x01,0x00,0x00,0x0b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x4f,0x01,0x00,0x00,0x06,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x50,0x01,0x00,0x00,
+0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x12,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x12,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
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-0x20,0x00,0x04,0x00,0x51,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x50,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,0x51,0x01,0x00,0x00,
-0x52,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x2b,0x00,0x04,0x00,0xf6,0x00,0x00,0x00,0x1f,0x01,0x00,0x00,
+0x00,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x21,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,
+0x09,0x00,0x00,0x00,0x22,0x01,0x00,0x00,0x21,0x01,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x23,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
+0x22,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x24,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
+0x23,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x25,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
+0x24,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x43,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x44,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
+0xa6,0x00,0x00,0x00,0x43,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,
+0x45,0x01,0x00,0x00,0xf6,0x00,0x00,0x00,0x44,0x01,0x00,0x00,
+0x20,0x00,0x04,0x00,0x46,0x01,0x00,0x00,0x04,0x00,0x00,0x00,
+0x45,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,0x46,0x01,0x00,0x00,
+0x47,0x01,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x4b,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0x4f,0x01,0x00,0x00,0xf6,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0x50,0x01,0x00,0x00,0x4f,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
+0x51,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x50,0x01,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x51,0x01,0x00,0x00,0x52,0x01,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x5d,0x01,0x00,0x00,
+0x0c,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x65,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
 0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x6a,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
@@ -19089,3325 +19091,3306 @@ unsigned char matmul_f32_data[] = {
 0x06,0x00,0x00,0x00,0x5a,0x01,0x00,0x00,0xc0,0x02,0x00,0x00,
 0x59,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x5c,0x01,0x00,0x00,0x5a,0x01,0x00,0x00,0x79,0x00,0x00,0x00,
-0x41,0x00,0x06,0x00,0x11,0x01,0x00,0x00,0x5d,0x01,0x00,0x00,
+0x41,0x00,0x06,0x00,0x5d,0x01,0x00,0x00,0x5e,0x01,0x00,0x00,
 0x52,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x5c,0x01,0x00,0x00,
-0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0x5e,0x01,0x00,0x00,
-0x5d,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0xf6,0x00,0x00,0x00,
-0x5f,0x01,0x00,0x00,0x5e,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x01,0x00,0x00,0x60,0x01,0x00,0x00,0x47,0x01,0x00,0x00,
-0x4e,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x60,0x01,0x00,0x00,
-0x5f,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x42,0x01,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x61,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x64,0x01,0x00,0x00,0x7e,0x00,0x00,0x00,
-0xb9,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x66,0x01,0x00,0x00,0x64,0x01,0x00,0x00,0x65,0x01,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x68,0x01,0x00,0x00,
-0x66,0x01,0x00,0x00,0x79,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x15,0x01,0x00,0x00,0x69,0x01,0x00,0x00,0x47,0x01,0x00,0x00,
-0x68,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x69,0x01,0x00,0x00,
-0x1f,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x42,0x01,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x42,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x2c,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x2c,0x01,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6e,0x01,0x00,0x00,
-0xb9,0x02,0x00,0x00,0x6c,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x29,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x2b,0x01,0x00,0x00,
-0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x6f,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x72,0x01,0x00,0x00,0xbc,0x02,0x00,0x00,0x70,0x01,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x75,0x01,0x00,0x00,
-0xc0,0x02,0x00,0x00,0x73,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x77,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x77,0x01,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xc2,0x02,0x00,0x00,
-0x3f,0x00,0x00,0x00,0x2b,0x01,0x00,0x00,0x21,0x02,0x00,0x00,
-0x7a,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x7d,0x01,0x00,0x00,0xc2,0x02,0x00,0x00,0x6d,0x00,0x00,0x00,
-0xf6,0x00,0x04,0x00,0x79,0x01,0x00,0x00,0x7a,0x01,0x00,0x00,
-0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x7d,0x01,0x00,0x00,
-0x78,0x01,0x00,0x00,0x79,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x78,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x7f,0x01,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x7f,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xc6,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
-0x78,0x01,0x00,0x00,0xab,0x01,0x00,0x00,0x82,0x01,0x00,0x00,
-0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x85,0x01,0x00,0x00,
-0xc6,0x02,0x00,0x00,0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
-0x81,0x01,0x00,0x00,0x82,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
-0xfa,0x00,0x04,0x00,0x85,0x01,0x00,0x00,0x80,0x01,0x00,0x00,
-0x81,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x80,0x01,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x87,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x87,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xd8,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0x80,0x01,0x00,0x00,
-0xa9,0x01,0x00,0x00,0x88,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x8d,0x01,0x00,0x00,0xd8,0x02,0x00,0x00,
-0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x89,0x01,0x00,0x00,
-0x88,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0x8d,0x01,0x00,0x00,0x88,0x01,0x00,0x00,0x89,0x01,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x88,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x93,0x01,0x00,0x00,0xc6,0x02,0x00,0x00,
-0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x95,0x01,0x00,0x00,0x93,0x01,0x00,0x00,0xd8,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x97,0x01,0x00,0x00,
-0x56,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x99,0x01,0x00,0x00,0xc6,0x02,0x00,0x00,
-0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x9a,0x01,0x00,0x00,0x97,0x01,0x00,0x00,0x99,0x01,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9c,0x01,0x00,0x00,
-0x65,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x9d,0x01,0x00,0x00,0x9a,0x01,0x00,0x00,
-0x9c,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x9f,0x01,0x00,0x00,0x9d,0x01,0x00,0x00,0xd8,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa1,0x01,0x00,0x00,
-0x9f,0x01,0x00,0x00,0xa0,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xa3,0x01,0x00,0x00,0xa1,0x01,0x00,0x00,
-0xc2,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x01,0x00,0x00,
-0xa4,0x01,0x00,0x00,0xfb,0x00,0x00,0x00,0xa3,0x01,0x00,0x00,
-0x3d,0x00,0x04,0x00,0xf6,0x00,0x00,0x00,0xa5,0x01,0x00,0x00,
-0xa4,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0xa6,0x01,0x00,0x00,
-0xa7,0x01,0x00,0x00,0x91,0x01,0x00,0x00,0x95,0x01,0x00,0x00,
-0x3e,0x00,0x03,0x00,0xa7,0x01,0x00,0x00,0xa5,0x01,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa9,0x01,0x00,0x00,
-0xd8,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x87,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x89,0x01,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x82,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x82,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xab,0x01,0x00,0x00,0xc6,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0xf6,0x00,0x00,0x00,0x5f,0x01,0x00,0x00,
+0x5e,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x01,0x00,0x00,
+0x60,0x01,0x00,0x00,0x47,0x01,0x00,0x00,0x4e,0x01,0x00,0x00,
+0x3e,0x00,0x03,0x00,0x60,0x01,0x00,0x00,0x5f,0x01,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x42,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x61,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x64,0x01,0x00,0x00,0x7e,0x00,0x00,0x00,0xb9,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x66,0x01,0x00,0x00,
+0x64,0x01,0x00,0x00,0x65,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x68,0x01,0x00,0x00,0x66,0x01,0x00,0x00,
+0x79,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x15,0x01,0x00,0x00,
+0x69,0x01,0x00,0x00,0x47,0x01,0x00,0x00,0x68,0x01,0x00,0x00,
+0x3e,0x00,0x03,0x00,0x69,0x01,0x00,0x00,0x1f,0x01,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x42,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x42,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x2c,0x01,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x2c,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x6e,0x01,0x00,0x00,0xb9,0x02,0x00,0x00,
+0x6c,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x29,0x01,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x2b,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,
+0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x6f,0x01,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x72,0x01,0x00,0x00,
+0xbc,0x02,0x00,0x00,0x70,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x75,0x01,0x00,0x00,0xc0,0x02,0x00,0x00,
+0x73,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x77,0x01,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x77,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
+0x06,0x00,0x00,0x00,0xc2,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
+0x2b,0x01,0x00,0x00,0x21,0x02,0x00,0x00,0x7a,0x01,0x00,0x00,
+0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x7d,0x01,0x00,0x00,
+0xc2,0x02,0x00,0x00,0x6d,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x79,0x01,0x00,0x00,0x7a,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0x7d,0x01,0x00,0x00,0x78,0x01,0x00,0x00,
+0x79,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x78,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x7f,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x81,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0xad,0x01,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xad,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xc7,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
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-0x6e,0x02,0x00,0x00,0xae,0x02,0x00,0x00,0x63,0x00,0x00,0x00,
-0xf6,0x00,0x04,0x00,0x6a,0x02,0x00,0x00,0x6b,0x02,0x00,0x00,
-0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x6e,0x02,0x00,0x00,
-0x69,0x02,0x00,0x00,0x6a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x69,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x71,0x02,0x00,0x00,0x56,0x02,0x00,0x00,0xae,0x02,0x00,0x00,
-0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x74,0x02,0x00,0x00,
-0x71,0x02,0x00,0x00,0x37,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,
-0x76,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0x74,0x02,0x00,0x00,0x75,0x02,0x00,0x00,0x76,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x75,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x79,0x02,0x00,0x00,0x5e,0x02,0x00,0x00,
-0xac,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
-0x7a,0x02,0x00,0x00,0x14,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x7b,0x02,0x00,0x00,
-0x7a,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x7c,0x02,0x00,0x00,0x79,0x02,0x00,0x00,0x7b,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x76,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x76,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0xc1,0x00,0x00,0x00,
-0x7d,0x02,0x00,0x00,0x74,0x02,0x00,0x00,0x69,0x02,0x00,0x00,
-0x7c,0x02,0x00,0x00,0x75,0x02,0x00,0x00,0xf7,0x00,0x03,0x00,
-0x7f,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0x7d,0x02,0x00,0x00,0x7e,0x02,0x00,0x00,0x7f,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x7e,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x87,0x02,0x00,0x00,0x5e,0x02,0x00,0x00,
-0xac,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
-0x89,0x02,0x00,0x00,0x14,0x00,0x00,0x00,0x88,0x02,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x8a,0x02,0x00,0x00,
-0x89,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x8b,0x02,0x00,0x00,0x87,0x02,0x00,0x00,0x8a,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8c,0x02,0x00,0x00,
-0x3e,0x02,0x00,0x00,0x8b,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x8e,0x02,0x00,0x00,0x8c,0x02,0x00,0x00,
-0x56,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x90,0x02,0x00,0x00,0x8e,0x02,0x00,0x00,0xae,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x92,0x02,0x00,0x00,
-0xa9,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x94,0x02,0x00,0x00,0x92,0x02,0x00,0x00,
-0xac,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x96,0x02,0x00,0x00,0x94,0x02,0x00,0x00,0x95,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x98,0x02,0x00,0x00,
-0xaa,0x02,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x99,0x02,0x00,0x00,0x96,0x02,0x00,0x00,
-0x98,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x9b,0x02,0x00,0x00,0x99,0x02,0x00,0x00,0xae,0x02,0x00,0x00,
-0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,0x9c,0x02,0x00,0x00,
-0xc9,0x00,0x00,0x00,0x9b,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
-0xc3,0x00,0x00,0x00,0x9d,0x02,0x00,0x00,0x9c,0x02,0x00,0x00,
-0x41,0x00,0x06,0x00,0x11,0x01,0x00,0x00,0x9e,0x02,0x00,0x00,
-0x83,0x02,0x00,0x00,0x35,0x00,0x00,0x00,0x90,0x02,0x00,0x00,
-0x3e,0x00,0x03,0x00,0x9e,0x02,0x00,0x00,0x9d,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x7f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x7f,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x6b,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x6b,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xa0,0x02,0x00,0x00,0xae,0x02,0x00,0x00,
-0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x68,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x6a,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x63,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x63,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa2,0x02,0x00,0x00,
-0xac,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x60,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x62,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x4b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x4b,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa4,0x02,0x00,0x00,0xaa,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x48,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x4a,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x43,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x43,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xa6,0x02,0x00,0x00,0xa9,0x02,0x00,0x00,
-0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x40,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x42,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,
-0x38,0x00,0x01,0x00,
+0x94,0x02,0x00,0x00,0x92,0x02,0x00,0x00,0xac,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x96,0x02,0x00,0x00,
+0x94,0x02,0x00,0x00,0x95,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x98,0x02,0x00,0x00,0xaa,0x02,0x00,0x00,
+0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x99,0x02,0x00,0x00,0x96,0x02,0x00,0x00,0x98,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9b,0x02,0x00,0x00,
+0x99,0x02,0x00,0x00,0xae,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0xcc,0x00,0x00,0x00,0x9c,0x02,0x00,0x00,0xc9,0x00,0x00,0x00,
+0x9b,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
+0x9d,0x02,0x00,0x00,0x9c,0x02,0x00,0x00,0x41,0x00,0x06,0x00,
+0x11,0x01,0x00,0x00,0x9e,0x02,0x00,0x00,0x83,0x02,0x00,0x00,
+0x35,0x00,0x00,0x00,0x90,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
+0x9e,0x02,0x00,0x00,0x9d,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x7f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x7f,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x6b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x6b,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xa0,0x02,0x00,0x00,0xae,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x68,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x6a,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x63,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x63,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xa2,0x02,0x00,0x00,0xac,0x02,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x60,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x62,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x4b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x4b,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa4,0x02,0x00,0x00,
+0xaa,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x48,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x4a,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x43,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x43,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xa6,0x02,0x00,0x00,0xa9,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x40,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x42,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+
 };
-const uint64_t matmul_f32_len = 10324;
+const uint64_t matmul_f32_f16_len = 10332;
 
-unsigned char matmul_f32_aligned_data[] = {
+unsigned char matmul_f32_f16_aligned_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0x17,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x12,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x09,0x00,0x00,0x00,
-0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,
-0x2e,0x73,0x74,0x64,0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,
-0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x0f,0x00,0x0f,0x00,0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
-0xfe,0x00,0x00,0x00,0x05,0x01,0x00,0x00,0x6b,0x01,0x00,0x00,
-0x71,0x01,0x00,0x00,0x78,0x02,0x00,0x00,0xc1,0x02,0x00,0x00,
-0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,
+0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,
+0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
+0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0f,0x00,
+0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
+0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x3e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,
+0x05,0x01,0x00,0x00,0x6b,0x01,0x00,0x00,0x73,0x01,0x00,0x00,
+0x73,0x02,0x00,0x00,0xbc,0x02,0x00,0x00,0x10,0x00,0x06,0x00,
+0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x12,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x12,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
+0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x12,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
 0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
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-0xbd,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xbc,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc5,0x02,0x00,0x00,
-0x9c,0x02,0x00,0x00,0xea,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
-0x17,0x00,0x00,0x00,0xc7,0x02,0x00,0x00,0x14,0x00,0x00,0x00,
-0xc6,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0xc8,0x02,0x00,0x00,0xc7,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xc9,0x02,0x00,0x00,0xc5,0x02,0x00,0x00,
-0xc8,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xca,0x02,0x00,0x00,0x7c,0x02,0x00,0x00,0xc9,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xcc,0x02,0x00,0x00,
-0xca,0x02,0x00,0x00,0x94,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xce,0x02,0x00,0x00,0xcc,0x02,0x00,0x00,
-0xec,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd0,0x02,0x00,0x00,0xe7,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,
+0xb4,0x02,0x00,0x00,0xb3,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
+0xc2,0x00,0x00,0x00,0xb5,0x02,0x00,0x00,0xb2,0x02,0x00,0x00,
+0xb4,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xaf,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xaf,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
+0xc2,0x00,0x00,0x00,0xb6,0x02,0x00,0x00,0xad,0x02,0x00,0x00,
+0xa2,0x02,0x00,0x00,0xb5,0x02,0x00,0x00,0xae,0x02,0x00,0x00,
+0xf7,0x00,0x03,0x00,0xb8,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0xb6,0x02,0x00,0x00,0xb7,0x02,0x00,0x00,
+0xb8,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xb7,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc0,0x02,0x00,0x00,
+0x97,0x02,0x00,0x00,0xe5,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0xc2,0x02,0x00,0x00,0x14,0x00,0x00,0x00,
+0xc1,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xc3,0x02,0x00,0x00,0xc2,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xc4,0x02,0x00,0x00,0xc0,0x02,0x00,0x00,
+0xc3,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xc5,0x02,0x00,0x00,0x77,0x02,0x00,0x00,0xc4,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc7,0x02,0x00,0x00,
+0xc5,0x02,0x00,0x00,0x8f,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xc9,0x02,0x00,0x00,0xc7,0x02,0x00,0x00,
+0xe7,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xcb,0x02,0x00,0x00,0xe2,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xcd,0x02,0x00,0x00,
+0xcb,0x02,0x00,0x00,0xe5,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xcf,0x02,0x00,0x00,0xcd,0x02,0x00,0x00,
+0xce,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xd1,0x02,0x00,0x00,0xe3,0x02,0x00,0x00,0x63,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd2,0x02,0x00,0x00,
-0xd0,0x02,0x00,0x00,0xea,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0xcf,0x02,0x00,0x00,0xd1,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xd4,0x02,0x00,0x00,0xd2,0x02,0x00,0x00,
-0xd3,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd6,0x02,0x00,0x00,0xe8,0x02,0x00,0x00,0x63,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd7,0x02,0x00,0x00,
-0xd4,0x02,0x00,0x00,0xd6,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xd9,0x02,0x00,0x00,0xd7,0x02,0x00,0x00,
-0xec,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,
-0xda,0x02,0x00,0x00,0xca,0x00,0x00,0x00,0xd9,0x02,0x00,0x00,
-0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0xdb,0x02,0x00,0x00,
-0xda,0x02,0x00,0x00,0x41,0x00,0x06,0x00,0x07,0x01,0x00,0x00,
-0xdc,0x02,0x00,0x00,0xc1,0x02,0x00,0x00,0x35,0x00,0x00,0x00,
-0xce,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0xdc,0x02,0x00,0x00,
-0xdb,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xbd,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xbd,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xa9,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xa9,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xde,0x02,0x00,0x00,
-0xec,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xa6,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xa8,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xa1,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xa1,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xe0,0x02,0x00,0x00,0xea,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x9e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xa0,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x89,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x89,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xe2,0x02,0x00,0x00,0xe8,0x02,0x00,0x00,
-0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x86,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x88,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x81,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x81,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe4,0x02,0x00,0x00,
+0xe7,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,
+0xd5,0x02,0x00,0x00,0xca,0x00,0x00,0x00,0xd4,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0xd6,0x02,0x00,0x00,
+0xd5,0x02,0x00,0x00,0x41,0x00,0x06,0x00,0x07,0x01,0x00,0x00,
+0xd7,0x02,0x00,0x00,0xbc,0x02,0x00,0x00,0x35,0x00,0x00,0x00,
+0xc9,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0xd7,0x02,0x00,0x00,
+0xd6,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xb8,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xb8,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xa4,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xa4,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd9,0x02,0x00,0x00,
 0xe7,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x7e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x80,0x02,0x00,0x00,
+0xa1,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xa3,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x9c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x9c,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xdb,0x02,0x00,0x00,0xe5,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x99,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x9b,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x84,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x84,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xdd,0x02,0x00,0x00,0xe3,0x02,0x00,0x00,
+0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x81,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x83,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x7c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x7c,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xdf,0x02,0x00,0x00,
+0xe2,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x79,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x7b,0x02,0x00,0x00,
 0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 };
-const uint64_t matmul_f32_aligned_len = 11432;
+const uint64_t matmul_f32_f16_aligned_len = 11360;
 
-unsigned char matmul_f32_aligned_fp32_data[] = {
+unsigned char matmul_f32_f16_aligned_fp32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0xce,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
-0x01,0x00,0x00,0x00,0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,
-0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,0x2e,0x34,0x35,0x30,
-0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x0f,0x00,0x0f,0x00,0x05,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
-0x4d,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,0x03,0x01,0x00,0x00,
-0x45,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,0x2f,0x02,0x00,0x00,
-0x78,0x02,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
-0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x12,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x12,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
-0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
-0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x12,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
-0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x38,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x3e,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x4d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x50,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x54,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x61,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x63,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6d,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xa7,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0xb9,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x05,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xbc,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x00,0x01,0x00,0x00,0x06,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
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+0x8c,0x02,0x00,0x00,0x8a,0x02,0x00,0x00,0xaa,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8e,0x02,0x00,0x00,
+0xa5,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x90,0x02,0x00,0x00,0x8e,0x02,0x00,0x00,
-0xa3,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,
-0x91,0x02,0x00,0x00,0xca,0x00,0x00,0x00,0x90,0x02,0x00,0x00,
-0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x92,0x02,0x00,0x00,
-0x91,0x02,0x00,0x00,0x41,0x00,0x06,0x00,0x05,0x01,0x00,0x00,
-0x93,0x02,0x00,0x00,0x78,0x02,0x00,0x00,0x35,0x00,0x00,0x00,
-0x85,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0x93,0x02,0x00,0x00,
-0x92,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x74,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x74,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x60,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x60,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x95,0x02,0x00,0x00,
-0xa3,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x5d,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x5f,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x58,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x58,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x97,0x02,0x00,0x00,0xa1,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x55,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x57,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x40,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x40,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x99,0x02,0x00,0x00,0x9f,0x02,0x00,0x00,
-0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x3d,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x3f,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x38,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x38,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9b,0x02,0x00,0x00,
-0x9e,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x35,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x37,0x02,0x00,0x00,
-0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
-};
-const uint64_t matmul_f32_aligned_fp32_len = 10124;
-
-unsigned char matmul_f32_f16_data[] = {
-0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0xd9,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
-0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x09,0x00,0x00,0x00,
-0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,
-0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,
-0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
-0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0f,0x00,
-0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
-0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
-0x06,0x01,0x00,0x00,0x47,0x01,0x00,0x00,0x52,0x01,0x00,0x00,
-0x3a,0x02,0x00,0x00,0x83,0x02,0x00,0x00,0x10,0x00,0x06,0x00,
-0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x12,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x12,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
-0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x12,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0xa8,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x92,0x02,0x00,0x00,0x90,0x02,0x00,0x00,0x91,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x94,0x02,0x00,0x00,
+0xa6,0x02,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x95,0x02,0x00,0x00,0x92,0x02,0x00,0x00,
+0x94,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x97,0x02,0x00,0x00,0x95,0x02,0x00,0x00,0xaa,0x02,0x00,0x00,
+0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,0x98,0x02,0x00,0x00,
+0xca,0x00,0x00,0x00,0x97,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
+0xc4,0x00,0x00,0x00,0x99,0x02,0x00,0x00,0x98,0x02,0x00,0x00,
+0x41,0x00,0x06,0x00,0x05,0x01,0x00,0x00,0x9a,0x02,0x00,0x00,
+0x7f,0x02,0x00,0x00,0x35,0x00,0x00,0x00,0x8c,0x02,0x00,0x00,
+0x3e,0x00,0x03,0x00,0x9a,0x02,0x00,0x00,0x99,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x7b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x7b,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x67,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x67,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x9c,0x02,0x00,0x00,0xaa,0x02,0x00,0x00,
+0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x64,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x66,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x5f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x5f,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9e,0x02,0x00,0x00,
+0xa8,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x5c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x5e,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x47,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x47,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xa0,0x02,0x00,0x00,0xa6,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x44,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x46,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x3f,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x3f,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xa2,0x02,0x00,0x00,0xa5,0x02,0x00,0x00,
+0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x3c,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x3e,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,
+0x38,0x00,0x01,0x00,
+};
+const uint64_t matmul_f32_f16_aligned_fp32_len = 10240;
+
+unsigned char matmul_f32_f16_fp32_data[] = {
+0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
+0xd5,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,
+0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,
+0x2e,0x73,0x74,0x64,0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,
+0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x0f,0x00,0x0f,0x00,0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
+0xfa,0x00,0x00,0x00,0x05,0x01,0x00,0x00,0x44,0x01,0x00,0x00,
+0x50,0x01,0x00,0x00,0x36,0x02,0x00,0x00,0x7f,0x02,0x00,0x00,
+0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x12,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x12,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x12,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x38,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x3e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x4d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x50,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x54,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x61,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x63,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x6d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0xa6,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xb8,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xbb,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x03,0x01,0x00,0x00,0x06,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x04,0x01,0x00,0x00,
-0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x04,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x04,0x01,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x06,0x01,0x00,0x00,
-0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x06,0x01,0x00,0x00,0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x21,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x22,0x01,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x4f,0x01,0x00,0x00,0x06,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x48,0x00,0x04,0x00,0x50,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x50,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x50,0x01,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x52,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x52,0x01,0x00,0x00,
-0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x3a,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x80,0x02,0x00,0x00,0x06,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x81,0x02,0x00,0x00,
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-0x42,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+0x95,0x02,0x00,0x00,0x92,0x02,0x00,0x00,0x94,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x97,0x02,0x00,0x00,
+0x95,0x02,0x00,0x00,0xaa,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0xcc,0x00,0x00,0x00,0x98,0x02,0x00,0x00,0xc9,0x00,0x00,0x00,
+0x97,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
+0x99,0x02,0x00,0x00,0x98,0x02,0x00,0x00,0x41,0x00,0x06,0x00,
+0x10,0x01,0x00,0x00,0x9a,0x02,0x00,0x00,0x7f,0x02,0x00,0x00,
+0x35,0x00,0x00,0x00,0x8c,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
+0x9a,0x02,0x00,0x00,0x99,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x7b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x7b,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x67,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x67,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x9c,0x02,0x00,0x00,0xaa,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x64,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x66,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x5f,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x5f,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x9e,0x02,0x00,0x00,0xa8,0x02,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x5c,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x5e,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x47,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x47,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa0,0x02,0x00,0x00,
+0xa6,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x44,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x46,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x3f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x3f,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xa2,0x02,0x00,0x00,0xa5,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x3c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x3e,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 
 };
-const uint64_t matmul_f32_f16_len = 10332;
+const uint64_t matmul_f32_f16_fp32_len = 10260;
 
-unsigned char matmul_f32_f16_aligned_data[] = {
+unsigned char matmul_f32_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0x12,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0xd9,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x09,0x00,0x00,0x00,
-0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,
-0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,
-0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
-0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0f,0x00,
-0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
-0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x3e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,
-0x05,0x01,0x00,0x00,0x6b,0x01,0x00,0x00,0x73,0x01,0x00,0x00,
-0x73,0x02,0x00,0x00,0xbc,0x02,0x00,0x00,0x10,0x00,0x06,0x00,
-0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x12,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x12,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
-0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x12,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,
+0x2e,0x73,0x74,0x64,0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,
+0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x0f,0x00,0x0f,0x00,0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
+0xfb,0x00,0x00,0x00,0x06,0x01,0x00,0x00,0x47,0x01,0x00,0x00,
+0x52,0x01,0x00,0x00,0x3a,0x02,0x00,0x00,0x83,0x02,0x00,0x00,
+0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
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-0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x12,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
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-0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
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-0x34,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x12,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x38,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x3e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x4d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x50,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x54,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x61,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x63,0x00,0x00,0x00,
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-0x6d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0xa7,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
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-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x05,0x01,0x00,0x00,
-0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x05,0x01,0x00,0x00,0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x43,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x44,0x01,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x70,0x01,0x00,0x00,0x06,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x48,0x00,0x04,0x00,0x71,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
-0x05,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x71,0x01,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x12,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x12,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x12,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
+0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x38,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x3e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4d,0x00,0x00,0x00,
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+0x63,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x6d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xa6,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0xb8,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xbb,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x03,0x01,0x00,0x00,
+0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
+0x04,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
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 0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
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+0x84,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
+0x1c,0x00,0x04,0x00,0xbd,0x01,0x00,0x00,0xf6,0x00,0x00,0x00,
+0xbc,0x01,0x00,0x00,0x20,0x00,0x04,0x00,0xbe,0x01,0x00,0x00,
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+0x06,0x00,0x00,0x00,0xc7,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
+0xb8,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0xcf,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
 0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x37,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xfe,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
 0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x15,0x00,0x00,0x00,0x6b,0x02,0x00,0x00,0x08,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x73,0x02,0x00,0x00,
-0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0xb9,0x02,0x00,0x00,
-0xc4,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0xba,0x02,0x00,0x00,
-0xb9,0x02,0x00,0x00,0x20,0x00,0x04,0x00,0xbb,0x02,0x00,0x00,
-0x0c,0x00,0x00,0x00,0xba,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,
-0xbb,0x02,0x00,0x00,0xbc,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xc1,0x02,0x00,0x00,
+0x15,0x00,0x00,0x00,0x32,0x02,0x00,0x00,0x08,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x0a,0x00,0x00,0x00,0x3a,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x80,0x02,0x00,0x00,
+0xc3,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x81,0x02,0x00,0x00,
+0x80,0x02,0x00,0x00,0x20,0x00,0x04,0x00,0x82,0x02,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x81,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x82,0x02,0x00,0x00,0x83,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x88,0x02,0x00,0x00,
 0x05,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xce,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x95,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
 0x63,0x00,0x00,0x00,0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0xc9,0x00,0x00,0x00,0xca,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0xc9,0x01,0x00,0x00,0xca,0x01,0x00,0x00,
-0x07,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0xf7,0x01,0x00,0x00,
-0xf8,0x01,0x00,0x00,0x07,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0xc8,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x90,0x01,0x00,0x00,0x91,0x01,0x00,0x00,
+0x07,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0xbe,0x01,0x00,0x00,
+0xbf,0x01,0x00,0x00,0x07,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
 0x0d,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x0f,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
@@ -22463,620 +22446,550 @@ unsigned char matmul_f32_f16_aligned_data[] = {
 0x06,0x00,0x00,0x00,0x65,0x00,0x00,0x00,0x5e,0x00,0x00,0x00,
 0x64,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x69,0x00,0x00,0x00,0x5e,0x00,0x00,0x00,0x68,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x70,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x75,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x74,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x7a,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x79,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x7f,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x17,0x00,0x00,0x00,0x83,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x82,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x83,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x85,0x00,0x00,0x00,0x48,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
-0x88,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x87,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x89,0x00,0x00,0x00,
-0x88,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x8b,0x00,0x00,0x00,0x48,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8e,0x00,0x00,0x00,
-0x8b,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x0c,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0x8f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x26,0x00,0x00,0x00,0x89,0x00,0x00,0x00,0x8e,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x93,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x92,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x94,0x00,0x00,0x00,0x93,0x00,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x95,0x00,0x00,0x00,
-0x33,0x00,0x00,0x00,0x94,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0x43,0x00,0x00,0x00,
+0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
+0x4f,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x74,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
+0x73,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x79,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
+0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,
+0x4f,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x82,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x81,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x83,0x00,0x00,0x00,0x82,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x48,0x00,0x00,0x00,
+0x83,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x87,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x88,0x00,0x00,0x00,
+0x87,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x8a,0x00,0x00,0x00,0x48,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8d,0x00,0x00,0x00,
+0x8a,0x00,0x00,0x00,0x83,0x00,0x00,0x00,0x0c,0x00,0x07,0x00,
+0x06,0x00,0x00,0x00,0x8e,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x26,0x00,0x00,0x00,0x88,0x00,0x00,0x00,0x8d,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x92,0x00,0x00,0x00,
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+0x42,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x41,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x48,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x48,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
+0xaa,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0x41,0x02,0x00,0x00,
+0xa4,0x02,0x00,0x00,0x4b,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
+0xc1,0x00,0x00,0x00,0x4e,0x02,0x00,0x00,0xaa,0x02,0x00,0x00,
+0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x4a,0x02,0x00,0x00,
+0x4b,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0x4e,0x02,0x00,0x00,0x49,0x02,0x00,0x00,0x4a,0x02,0x00,0x00,
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+0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x53,0x02,0x00,0x00,0x29,0x02,0x00,0x00,0x52,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x55,0x02,0x00,0x00,
+0x65,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x56,0x02,0x00,0x00,0x53,0x02,0x00,0x00,
+0x55,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x5a,0x02,0x00,0x00,0xa9,0x02,0x00,0x00,0xc7,0x01,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5b,0x02,0x00,0x00,
+0x2f,0x02,0x00,0x00,0x5a,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x5d,0x02,0x00,0x00,0x69,0x00,0x00,0x00,
+0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x5e,0x02,0x00,0x00,0x5b,0x02,0x00,0x00,0x5d,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x60,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x60,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
+0xac,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0x49,0x02,0x00,0x00,
+0xa2,0x02,0x00,0x00,0x63,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
+0xc1,0x00,0x00,0x00,0x66,0x02,0x00,0x00,0xac,0x02,0x00,0x00,
+0xbb,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x62,0x02,0x00,0x00,
+0x63,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0x66,0x02,0x00,0x00,0x61,0x02,0x00,0x00,0x62,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x61,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x68,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x68,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xae,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x61,0x02,0x00,0x00,0xa0,0x02,0x00,0x00,
+0x6b,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
+0x6e,0x02,0x00,0x00,0xae,0x02,0x00,0x00,0x63,0x00,0x00,0x00,
+0xf6,0x00,0x04,0x00,0x6a,0x02,0x00,0x00,0x6b,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x6e,0x02,0x00,0x00,
+0x69,0x02,0x00,0x00,0x6a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x69,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x71,0x02,0x00,0x00,0x56,0x02,0x00,0x00,0xae,0x02,0x00,0x00,
+0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x74,0x02,0x00,0x00,
+0x71,0x02,0x00,0x00,0x37,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,
+0x76,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0x74,0x02,0x00,0x00,0x75,0x02,0x00,0x00,0x76,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x75,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x79,0x02,0x00,0x00,0x5e,0x02,0x00,0x00,
+0xac,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x7a,0x02,0x00,0x00,0x14,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x7b,0x02,0x00,0x00,
+0x7a,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
+0x7c,0x02,0x00,0x00,0x79,0x02,0x00,0x00,0x7b,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x76,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x76,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0xc1,0x00,0x00,0x00,
+0x7d,0x02,0x00,0x00,0x74,0x02,0x00,0x00,0x69,0x02,0x00,0x00,
+0x7c,0x02,0x00,0x00,0x75,0x02,0x00,0x00,0xf7,0x00,0x03,0x00,
+0x7f,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0x7d,0x02,0x00,0x00,0x7e,0x02,0x00,0x00,0x7f,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x7e,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x87,0x02,0x00,0x00,0x5e,0x02,0x00,0x00,
+0xac,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x89,0x02,0x00,0x00,0x14,0x00,0x00,0x00,0x88,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x8a,0x02,0x00,0x00,
+0x89,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x8b,0x02,0x00,0x00,0x87,0x02,0x00,0x00,0x8a,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8c,0x02,0x00,0x00,
+0x3e,0x02,0x00,0x00,0x8b,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x8e,0x02,0x00,0x00,0x8c,0x02,0x00,0x00,
+0x56,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x90,0x02,0x00,0x00,0x8e,0x02,0x00,0x00,0xae,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x92,0x02,0x00,0x00,
+0xa9,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x94,0x02,0x00,0x00,0x92,0x02,0x00,0x00,
+0xac,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x96,0x02,0x00,0x00,0x94,0x02,0x00,0x00,0x95,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x98,0x02,0x00,0x00,
+0xaa,0x02,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x99,0x02,0x00,0x00,0x96,0x02,0x00,0x00,
+0x98,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x9b,0x02,0x00,0x00,0x99,0x02,0x00,0x00,0xae,0x02,0x00,0x00,
+0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,0x9c,0x02,0x00,0x00,
+0xc9,0x00,0x00,0x00,0x9b,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
+0xc3,0x00,0x00,0x00,0x9d,0x02,0x00,0x00,0x9c,0x02,0x00,0x00,
+0x41,0x00,0x06,0x00,0x11,0x01,0x00,0x00,0x9e,0x02,0x00,0x00,
+0x83,0x02,0x00,0x00,0x35,0x00,0x00,0x00,0x90,0x02,0x00,0x00,
+0x3e,0x00,0x03,0x00,0x9e,0x02,0x00,0x00,0x9d,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x7f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x7f,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x6b,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x6b,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xa0,0x02,0x00,0x00,0xae,0x02,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x68,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x6a,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x63,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x63,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa2,0x02,0x00,0x00,
+0xac,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x60,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x62,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x4b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x4b,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xa4,0x02,0x00,0x00,0xaa,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x48,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x4a,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x43,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x43,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xa6,0x02,0x00,0x00,0xa9,0x02,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x40,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x42,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,
+0x38,0x00,0x01,0x00,
 };
-const uint64_t matmul_f32_f16_aligned_len = 11360;
+const uint64_t matmul_f32_f32_len = 10324;
 
-unsigned char matmul_f32_f16_aligned_fp32_data[] = {
+unsigned char matmul_f32_f32_aligned_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0xd5,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
-0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,
+0x17,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x09,0x00,0x00,0x00,
 0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,
 0x2e,0x73,0x74,0x64,0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,
 0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x0f,0x00,0x0f,0x00,0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 0x14,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
-0xfd,0x00,0x00,0x00,0x03,0x01,0x00,0x00,0x45,0x01,0x00,0x00,
-0x4d,0x01,0x00,0x00,0x36,0x02,0x00,0x00,0x7f,0x02,0x00,0x00,
+0xfe,0x00,0x00,0x00,0x05,0x01,0x00,0x00,0x6b,0x01,0x00,0x00,
+0x71,0x01,0x00,0x00,0x78,0x02,0x00,0x00,0xc1,0x02,0x00,0x00,
 0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
@@ -23119,34 +23032,40 @@ unsigned char matmul_f32_f16_aligned_fp32_data[] = {
 0x01,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0xb9,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0xbc,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x00,0x01,0x00,0x00,
-0x06,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0x01,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x01,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x01,0x01,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x03,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x03,0x01,0x00,0x00,0x21,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x1d,0x01,0x00,0x00,
+0x08,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x02,0x01,0x00,0x00,
+0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
+0x03,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0x03,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x03,0x01,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x03,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
+0x07,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
+0x03,0x01,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x05,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x05,0x01,0x00,0x00,0x21,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x43,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x1e,0x01,0x00,0x00,0x0b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x4a,0x01,0x00,0x00,0x06,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x4b,0x01,0x00,0x00,
-0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x4b,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x4b,0x01,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4d,0x01,0x00,0x00,
+0x44,0x01,0x00,0x00,0x0b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x6e,0x01,0x00,0x00,0x06,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x6f,0x01,0x00,0x00,
+0x00,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
+0x6f,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x6f,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x6f,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x6f,0x01,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x71,0x01,0x00,0x00,
 0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x4d,0x01,0x00,0x00,0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x36,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x7c,0x02,0x00,0x00,
+0x71,0x01,0x00,0x00,0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x78,0x02,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xbe,0x02,0x00,0x00,
 0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0x7d,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x7d,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0xbf,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0xbf,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x7d,0x02,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x7f,0x02,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x7f,0x02,0x00,0x00,0x21,0x00,0x00,0x00,
+0xbf,0x02,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0xc1,0x02,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xc1,0x02,0x00,0x00,0x21,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,
 0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
@@ -23198,7 +23117,7 @@ unsigned char matmul_f32_f16_aligned_fp32_data[] = {
 0x68,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
 0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x6d,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
 0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x74,0x00,0x00,0x00,
@@ -23251,954 +23170,1044 @@ unsigned char matmul_f32_f16_aligned_fp32_data[] = {
 0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xf4,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0xf9,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xfa,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xf9,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0xfb,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
+0xfa,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0xfc,0x00,0x00,0x00,
+0xf9,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0xfd,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0xfd,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x17,0x00,0x04,0x00,0x00,0x01,0x00,0x00,
+0xc4,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x18,0x00,0x04,0x00,
+0x01,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x02,0x00,0x00,0x00,
+0x1d,0x00,0x03,0x00,0x02,0x01,0x00,0x00,0x01,0x01,0x00,0x00,
+0x1e,0x00,0x03,0x00,0x03,0x01,0x00,0x00,0x02,0x01,0x00,0x00,
+0x20,0x00,0x04,0x00,0x04,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x03,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,0x04,0x01,0x00,0x00,
+0x05,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x07,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x0b,0x01,0x00,0x00,0x04,0x00,0x00,0x00,
+0xf9,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x1c,0x01,0x00,0x00,0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x24,0x01,0x00,0x00,0x04,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x2c,0x01,0x00,0x00,
+0x05,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x34,0x01,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x3c,0x01,0x00,0x00,0x07,0x00,0x00,0x00,
+0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x43,0x01,0x00,0x00,
+0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,0x09,0x00,0x00,0x00,
+0x44,0x01,0x00,0x00,0x43,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xfa,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
-0xf9,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0xfb,0x00,0x00,0x00,
-0xc4,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0xfc,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0xfc,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x17,0x00,0x04,0x00,0xff,0x00,0x00,0x00,
-0xc4,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
-0x00,0x01,0x00,0x00,0xff,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
-0x01,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
-0x02,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x01,0x01,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x02,0x01,0x00,0x00,0x03,0x01,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x05,0x01,0x00,0x00,
-0x0c,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x08,0x01,0x00,0x00,0x04,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x17,0x01,0x00,0x00,
-0x03,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x1d,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,
-0x09,0x00,0x00,0x00,0x1e,0x01,0x00,0x00,0x1d,0x01,0x00,0x00,
-0x3a,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x1f,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
-0x1e,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x20,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0x1f,0x01,0x00,0x00,0x6e,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x21,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x20,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x3c,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x41,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x42,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0xa7,0x00,0x00,0x00,0x41,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,
-0x43,0x01,0x00,0x00,0xc4,0x00,0x00,0x00,0x42,0x01,0x00,0x00,
-0x20,0x00,0x04,0x00,0x44,0x01,0x00,0x00,0x04,0x00,0x00,0x00,
-0x43,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,0x44,0x01,0x00,0x00,
-0x45,0x01,0x00,0x00,0x04,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
-0x48,0x01,0x00,0x00,0x10,0x00,0x00,0x00,0x17,0x00,0x04,0x00,
-0x49,0x01,0x00,0x00,0x48,0x01,0x00,0x00,0x04,0x00,0x00,0x00,
-0x1d,0x00,0x03,0x00,0x4a,0x01,0x00,0x00,0x49,0x01,0x00,0x00,
-0x1e,0x00,0x03,0x00,0x4b,0x01,0x00,0x00,0x4a,0x01,0x00,0x00,
-0x20,0x00,0x04,0x00,0x4c,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x4b,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,0x4c,0x01,0x00,0x00,
-0x4d,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x4f,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x48,0x01,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x69,0x01,0x00,0x00,
-0x51,0x00,0x00,0x00,0x1e,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x6a,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0x69,0x01,0x00,0x00,0x6e,0x00,0x00,0x00,
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+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x94,0x02,0x00,0x00,
+0x91,0x02,0x00,0x00,0x93,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x98,0x02,0x00,0x00,0xe7,0x02,0x00,0x00,
+0x05,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x99,0x02,0x00,0x00,0x6d,0x02,0x00,0x00,0x98,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9b,0x02,0x00,0x00,
+0x69,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x9c,0x02,0x00,0x00,0x99,0x02,0x00,0x00,
+0x9b,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x9e,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x9e,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
+0x06,0x00,0x00,0x00,0xea,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
+0x87,0x02,0x00,0x00,0xe0,0x02,0x00,0x00,0xa1,0x02,0x00,0x00,
+0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0xa4,0x02,0x00,0x00,
+0xea,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xa0,0x02,0x00,0x00,0xa1,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0xa4,0x02,0x00,0x00,0x9f,0x02,0x00,0x00,
+0xa0,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x9f,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xa6,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xa6,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
+0xec,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0x9f,0x02,0x00,0x00,
+0xde,0x02,0x00,0x00,0xa9,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
+0xc2,0x00,0x00,0x00,0xac,0x02,0x00,0x00,0xec,0x02,0x00,0x00,
+0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xa8,0x02,0x00,0x00,
+0xa9,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0xac,0x02,0x00,0x00,0xa7,0x02,0x00,0x00,0xa8,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xa7,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xaf,0x02,0x00,0x00,0x94,0x02,0x00,0x00,
+0xec,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
+0xb2,0x02,0x00,0x00,0xaf,0x02,0x00,0x00,0x37,0x00,0x00,0x00,
+0xf7,0x00,0x03,0x00,0xb4,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0xb2,0x02,0x00,0x00,0xb3,0x02,0x00,0x00,
+0xb4,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xb3,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb7,0x02,0x00,0x00,
+0x9c,0x02,0x00,0x00,0xea,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0xb8,0x02,0x00,0x00,0x14,0x00,0x00,0x00,
+0xd0,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xb9,0x02,0x00,0x00,0xb8,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
+0xc2,0x00,0x00,0x00,0xba,0x02,0x00,0x00,0xb7,0x02,0x00,0x00,
+0xb9,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xb4,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xb4,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
+0xc2,0x00,0x00,0x00,0xbb,0x02,0x00,0x00,0xb2,0x02,0x00,0x00,
+0xa7,0x02,0x00,0x00,0xba,0x02,0x00,0x00,0xb3,0x02,0x00,0x00,
+0xf7,0x00,0x03,0x00,0xbd,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0xbb,0x02,0x00,0x00,0xbc,0x02,0x00,0x00,
+0xbd,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xbc,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc5,0x02,0x00,0x00,
+0x9c,0x02,0x00,0x00,0xea,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0xc7,0x02,0x00,0x00,0x14,0x00,0x00,0x00,
+0xc6,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xc8,0x02,0x00,0x00,0xc7,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xc9,0x02,0x00,0x00,0xc5,0x02,0x00,0x00,
+0xc8,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xca,0x02,0x00,0x00,0x7c,0x02,0x00,0x00,0xc9,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xcc,0x02,0x00,0x00,
+0xca,0x02,0x00,0x00,0x94,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xce,0x02,0x00,0x00,0xcc,0x02,0x00,0x00,
+0xec,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xd0,0x02,0x00,0x00,0xe7,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd2,0x02,0x00,0x00,
+0xd0,0x02,0x00,0x00,0xea,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xd4,0x02,0x00,0x00,0xd2,0x02,0x00,0x00,
+0xd3,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xd6,0x02,0x00,0x00,0xe8,0x02,0x00,0x00,0x63,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd7,0x02,0x00,0x00,
+0xd4,0x02,0x00,0x00,0xd6,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xd9,0x02,0x00,0x00,0xd7,0x02,0x00,0x00,
+0xec,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,
+0xda,0x02,0x00,0x00,0xca,0x00,0x00,0x00,0xd9,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0xdb,0x02,0x00,0x00,
+0xda,0x02,0x00,0x00,0x41,0x00,0x06,0x00,0x07,0x01,0x00,0x00,
+0xdc,0x02,0x00,0x00,0xc1,0x02,0x00,0x00,0x35,0x00,0x00,0x00,
+0xce,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0xdc,0x02,0x00,0x00,
+0xdb,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xbd,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xbd,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xa9,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xa9,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xde,0x02,0x00,0x00,
+0xec,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xa6,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xa8,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xa1,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xa1,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xe0,0x02,0x00,0x00,0xea,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x9e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xa0,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x89,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x89,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xe2,0x02,0x00,0x00,0xe8,0x02,0x00,0x00,
+0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x86,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x88,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x81,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x81,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe4,0x02,0x00,0x00,
+0xe7,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x7e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x80,0x02,0x00,0x00,
+0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 };
-const uint64_t matmul_f32_f16_aligned_fp32_len = 10240;
+const uint64_t matmul_f32_f32_aligned_len = 11432;
 
-unsigned char matmul_f32_f16_fp32_data[] = {
+unsigned char matmul_f32_f32_aligned_fp32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0xd5,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
-0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,
-0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,
-0x2e,0x73,0x74,0x64,0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,
-0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x0f,0x00,0x0f,0x00,0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
-0xfa,0x00,0x00,0x00,0x05,0x01,0x00,0x00,0x44,0x01,0x00,0x00,
-0x50,0x01,0x00,0x00,0x36,0x02,0x00,0x00,0x7f,0x02,0x00,0x00,
-0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
+0xce,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x01,0x00,0x00,0x00,0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,
+0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,0x2e,0x34,0x35,0x30,
+0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x0f,0x00,0x0f,0x00,0x05,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x3e,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,0x03,0x01,0x00,0x00,
+0x45,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,0x2f,0x02,0x00,0x00,
+0x78,0x02,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
+0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x12,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x12,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x12,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
+0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x12,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
+0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x12,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x30,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x12,0x00,0x00,0x00,
+0x0d,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x12,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x38,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x3e,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x4d,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x50,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x54,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x61,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x63,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
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+0x06,0x00,0x00,0x00,0x64,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
+0x63,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x67,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x68,0x01,0x00,0x00,
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 0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
-0x1c,0x00,0x04,0x00,0x8e,0x01,0x00,0x00,0xc3,0x00,0x00,0x00,
-0x8d,0x01,0x00,0x00,0x20,0x00,0x04,0x00,0x8f,0x01,0x00,0x00,
-0x07,0x00,0x00,0x00,0x8e,0x01,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x9f,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
+0x1c,0x00,0x04,0x00,0x87,0x01,0x00,0x00,0xc4,0x00,0x00,0x00,
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+0x07,0x00,0x00,0x00,0x87,0x01,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x98,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
 0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0xba,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0xbe,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
-0xbb,0x01,0x00,0x00,0xc3,0x00,0x00,0x00,0xba,0x01,0x00,0x00,
-0x20,0x00,0x04,0x00,0xbc,0x01,0x00,0x00,0x07,0x00,0x00,0x00,
-0xbb,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xc5,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
-0xbe,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xcd,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xb3,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
+0xbf,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
+0xb4,0x01,0x00,0x00,0xc4,0x00,0x00,0x00,0xb3,0x01,0x00,0x00,
+0x20,0x00,0x04,0x00,0xb5,0x01,0x00,0x00,0x07,0x00,0x00,0x00,
+0xb4,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xbe,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
+0xbf,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xc6,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xfc,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0xf5,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
 0x63,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
-0x2e,0x02,0x00,0x00,0x08,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x0a,0x00,0x00,0x00,0x36,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
-0x1d,0x00,0x03,0x00,0x7c,0x02,0x00,0x00,0xc3,0x00,0x00,0x00,
-0x1e,0x00,0x03,0x00,0x7d,0x02,0x00,0x00,0x7c,0x02,0x00,0x00,
-0x20,0x00,0x04,0x00,0x7e,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x7d,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,0x7e,0x02,0x00,0x00,
-0x7f,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x15,0x00,0x00,0x00,0x84,0x02,0x00,0x00,0x05,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x91,0x02,0x00,0x00,
+0x27,0x02,0x00,0x00,0x08,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x0a,0x00,0x00,0x00,0x2f,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
+0x1d,0x00,0x03,0x00,0x75,0x02,0x00,0x00,0xc4,0x00,0x00,0x00,
+0x1e,0x00,0x03,0x00,0x76,0x02,0x00,0x00,0x75,0x02,0x00,0x00,
+0x20,0x00,0x04,0x00,0x77,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x76,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,0x77,0x02,0x00,0x00,
+0x78,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x7d,0x02,0x00,0x00,0x05,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x8a,0x02,0x00,0x00,
 0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x05,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0xc8,0x00,0x00,0x00,
-0xc9,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x8f,0x01,0x00,0x00,0x90,0x01,0x00,0x00,0x07,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0xbc,0x01,0x00,0x00,0xbd,0x01,0x00,0x00,
+0x05,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0xc9,0x00,0x00,0x00,
+0xca,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x88,0x01,0x00,0x00,0x89,0x01,0x00,0x00,0x07,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0xb5,0x01,0x00,0x00,0xb6,0x01,0x00,0x00,
 0x07,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
 0x0e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
@@ -24252,538 +24261,529 @@ unsigned char matmul_f32_f16_fp32_data[] = {
 0x51,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x5e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
 0x50,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x65,0x00,0x00,0x00,0x5e,0x00,0x00,0x00,0x64,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x69,0x00,0x00,0x00,
-0x5e,0x00,0x00,0x00,0x68,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x6e,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x74,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x79,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x7d,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
-0x82,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x81,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x83,0x00,0x00,0x00,
-0x82,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x48,0x00,0x00,0x00,0x83,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x87,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x88,0x00,0x00,0x00,0x87,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8a,0x00,0x00,0x00,
+0x65,0x00,0x00,0x00,0x5e,0x00,0x00,0x00,0x64,0x00,0x00,0x00,
+0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x69,0x00,0x00,0x00,
+0x5e,0x00,0x00,0x00,0x68,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x70,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
+0x6f,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x75,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x74,0x00,0x00,0x00,
+0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x7a,0x00,0x00,0x00,
+0x4f,0x00,0x00,0x00,0x79,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x7f,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
+0x7e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x83,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x82,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
+0x83,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x85,0x00,0x00,0x00,0x48,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x88,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x87,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x89,0x00,0x00,0x00,0x88,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8b,0x00,0x00,0x00,
 0x48,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x8d,0x00,0x00,0x00,0x8a,0x00,0x00,0x00,
-0x83,0x00,0x00,0x00,0x0c,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x8e,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x26,0x00,0x00,0x00,
-0x88,0x00,0x00,0x00,0x8d,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x17,0x00,0x00,0x00,0x92,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x91,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x93,0x00,0x00,0x00,0x92,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x94,0x00,0x00,0x00,0x33,0x00,0x00,0x00,
-0x93,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x96,0x00,0x00,0x00,0x43,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x98,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x99,0x00,0x00,0x00,0x98,0x00,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,
-0x96,0x00,0x00,0x00,0x99,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,0x94,0x00,0x00,0x00,
-0x9a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x9d,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9e,0x00,0x00,0x00,
-0x9d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x17,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0xa1,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0xa3,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xa4,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0xa3,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa7,0x00,0x00,0x00,0x4b,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xab,0x00,0x00,0x00,
-0xa7,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xac,0x00,0x00,0x00,0xa4,0x00,0x00,0x00,
-0xab,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xae,0x00,0x00,0x00,0xac,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xaf,0x00,0x00,0x00,
-0xae,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xb1,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xb1,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xa3,0x02,0x00,0x00,
-0x3f,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
-0xb2,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xc2,0x00,0x00,0x00,0xa3,0x02,0x00,0x00,0xc0,0x00,0x00,0x00,
-0xf6,0x00,0x04,0x00,0xb3,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xc2,0x00,0x00,0x00,
-0xb2,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xb2,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,
-0xcd,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,0xa3,0x02,0x00,0x00,
-0x3e,0x00,0x03,0x00,0xcd,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
-0xa3,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xb1,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xb3,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xd3,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xd3,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xbc,0x02,0x00,0x00,0xaf,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
-0x74,0x01,0x00,0x00,0xd6,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xb8,0x02,0x00,0x00,0x9e,0x00,0x00,0x00,
-0xb3,0x00,0x00,0x00,0x71,0x01,0x00,0x00,0xd6,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xa4,0x02,0x00,0x00,
-0x84,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0x1f,0x02,0x00,0x00,
-0xd6,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xda,0x00,0x00,0x00,0xa4,0x02,0x00,0x00,0x8e,0x00,0x00,0x00,
-0xf6,0x00,0x04,0x00,0xd5,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xda,0x00,0x00,0x00,
-0xd4,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xd4,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xdc,0x00,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xdc,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xb4,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
-0xd4,0x00,0x00,0x00,0x24,0x01,0x00,0x00,0xdf,0x00,0x00,0x00,
-0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xe2,0x00,0x00,0x00,
-0xb4,0x02,0x00,0x00,0x38,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
-0xde,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0xfa,0x00,0x04,0x00,0xe2,0x00,0x00,0x00,0xdd,0x00,0x00,0x00,
-0xde,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe6,0x00,0x00,0x00,
-0x96,0x00,0x00,0x00,0x74,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0xe6,0x00,0x00,0x00,
-0xb4,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xeb,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0xf7,0x00,0x03,0x00,0xed,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0xfa,0x00,0x04,0x00,0xeb,0x00,0x00,0x00,0xec,0x00,0x00,0x00,
-0xed,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xec,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf0,0x00,0x00,0x00,
-0xa4,0x02,0x00,0x00,0x6f,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0xf2,0x00,0x00,0x00,0xf0,0x00,0x00,0x00,
-0x8e,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xed,0x00,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xed,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0xc1,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,
-0xdd,0x00,0x00,0x00,0xf2,0x00,0x00,0x00,0xec,0x00,0x00,0x00,
-0xf7,0x00,0x03,0x00,0xf5,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0xfa,0x00,0x04,0x00,0xf3,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
-0x15,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xf4,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,
-0x74,0x00,0x00,0x00,0xb4,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xff,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,
-0xfe,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x01,0x01,0x00,0x00,0xff,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,
-0xfd,0x00,0x00,0x00,0x99,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x0d,0x01,0x00,0x00,0xb8,0x02,0x00,0x00,
-0x0c,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x0f,0x01,0x00,0x00,0x0d,0x01,0x00,0x00,0x6f,0x00,0x00,0x00,
-0x41,0x00,0x06,0x00,0x10,0x01,0x00,0x00,0x11,0x01,0x00,0x00,
-0x05,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x0f,0x01,0x00,0x00,
-0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0x12,0x01,0x00,0x00,
-0x11,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x13,0x01,0x00,0x00,
-0x14,0x01,0x00,0x00,0xfa,0x00,0x00,0x00,0x01,0x01,0x00,0x00,
-0x3e,0x00,0x03,0x00,0x14,0x01,0x00,0x00,0x12,0x01,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xf5,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x15,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x18,0x01,0x00,0x00,0x74,0x00,0x00,0x00,0xb4,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1a,0x01,0x00,0x00,
-0x18,0x01,0x00,0x00,0x19,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x1c,0x01,0x00,0x00,0x1a,0x01,0x00,0x00,
-0x6f,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x13,0x01,0x00,0x00,
-0x1d,0x01,0x00,0x00,0xfa,0x00,0x00,0x00,0x1c,0x01,0x00,0x00,
-0x3e,0x00,0x03,0x00,0x1d,0x01,0x00,0x00,0xcb,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xf5,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
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+0xf8,0x00,0x02,0x00,0x3d,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
+0x06,0x00,0x00,0x00,0x9f,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
+0x36,0x02,0x00,0x00,0x99,0x02,0x00,0x00,0x40,0x02,0x00,0x00,
+0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x43,0x02,0x00,0x00,
+0x9f,0x02,0x00,0x00,0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x3f,0x02,0x00,0x00,0x40,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0x43,0x02,0x00,0x00,0x3e,0x02,0x00,0x00,
+0x3f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x3e,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x47,0x02,0x00,0x00,
+0x9f,0x02,0x00,0x00,0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x48,0x02,0x00,0x00,0x1e,0x02,0x00,0x00,
+0x47,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x4a,0x02,0x00,0x00,0x65,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x4b,0x02,0x00,0x00,
+0x48,0x02,0x00,0x00,0x4a,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x4f,0x02,0x00,0x00,0x9e,0x02,0x00,0x00,
+0xbe,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x50,0x02,0x00,0x00,0x24,0x02,0x00,0x00,0x4f,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x52,0x02,0x00,0x00,
+0x69,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x53,0x02,0x00,0x00,0x50,0x02,0x00,0x00,
+0x52,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x55,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x55,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
+0x06,0x00,0x00,0x00,0xa1,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
+0x3e,0x02,0x00,0x00,0x97,0x02,0x00,0x00,0x58,0x02,0x00,0x00,
+0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,0x5b,0x02,0x00,0x00,
+0xa1,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x57,0x02,0x00,0x00,0x58,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0x5b,0x02,0x00,0x00,0x56,0x02,0x00,0x00,
+0x57,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x56,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x5d,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x5d,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
+0xa3,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0x56,0x02,0x00,0x00,
+0x95,0x02,0x00,0x00,0x60,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
+0xc2,0x00,0x00,0x00,0x63,0x02,0x00,0x00,0xa3,0x02,0x00,0x00,
+0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x5f,0x02,0x00,0x00,
+0x60,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0x63,0x02,0x00,0x00,0x5e,0x02,0x00,0x00,0x5f,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x5e,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x66,0x02,0x00,0x00,0x4b,0x02,0x00,0x00,
+0xa3,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc2,0x00,0x00,0x00,
+0x69,0x02,0x00,0x00,0x66,0x02,0x00,0x00,0x37,0x00,0x00,0x00,
+0xf7,0x00,0x03,0x00,0x6b,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0x69,0x02,0x00,0x00,0x6a,0x02,0x00,0x00,
+0x6b,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x6a,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6e,0x02,0x00,0x00,
+0x53,0x02,0x00,0x00,0xa1,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x6f,0x02,0x00,0x00,0x14,0x00,0x00,0x00,
+0xd0,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x70,0x02,0x00,0x00,0x6f,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
+0xc2,0x00,0x00,0x00,0x71,0x02,0x00,0x00,0x6e,0x02,0x00,0x00,
+0x70,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x6b,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x6b,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
+0xc2,0x00,0x00,0x00,0x72,0x02,0x00,0x00,0x69,0x02,0x00,0x00,
+0x5e,0x02,0x00,0x00,0x71,0x02,0x00,0x00,0x6a,0x02,0x00,0x00,
+0xf7,0x00,0x03,0x00,0x74,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0x72,0x02,0x00,0x00,0x73,0x02,0x00,0x00,
+0x74,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x73,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x7c,0x02,0x00,0x00,
+0x53,0x02,0x00,0x00,0xa1,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x7e,0x02,0x00,0x00,0x14,0x00,0x00,0x00,
+0x7d,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x7f,0x02,0x00,0x00,0x7e,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x80,0x02,0x00,0x00,0x7c,0x02,0x00,0x00,
+0x7f,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x81,0x02,0x00,0x00,0x33,0x02,0x00,0x00,0x80,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x83,0x02,0x00,0x00,
+0x81,0x02,0x00,0x00,0x4b,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x85,0x02,0x00,0x00,0x83,0x02,0x00,0x00,
+0xa3,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x87,0x02,0x00,0x00,0x9e,0x02,0x00,0x00,0xbc,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x89,0x02,0x00,0x00,
+0x87,0x02,0x00,0x00,0xa1,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x8b,0x02,0x00,0x00,0x89,0x02,0x00,0x00,
+0x8a,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x8d,0x02,0x00,0x00,0x9f,0x02,0x00,0x00,0x63,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8e,0x02,0x00,0x00,
+0x8b,0x02,0x00,0x00,0x8d,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x90,0x02,0x00,0x00,0x8e,0x02,0x00,0x00,
+0xa3,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xcd,0x00,0x00,0x00,
+0x91,0x02,0x00,0x00,0xca,0x00,0x00,0x00,0x90,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0xc4,0x00,0x00,0x00,0x92,0x02,0x00,0x00,
+0x91,0x02,0x00,0x00,0x41,0x00,0x06,0x00,0x05,0x01,0x00,0x00,
+0x93,0x02,0x00,0x00,0x78,0x02,0x00,0x00,0x35,0x00,0x00,0x00,
+0x85,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0x93,0x02,0x00,0x00,
+0x92,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x74,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x74,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x60,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x60,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x95,0x02,0x00,0x00,
+0xa3,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x5d,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x5f,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x58,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x58,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x97,0x02,0x00,0x00,0xa1,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x55,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x57,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x40,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x40,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x99,0x02,0x00,0x00,0x9f,0x02,0x00,0x00,
+0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x3d,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x3f,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x38,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x38,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9b,0x02,0x00,0x00,
+0x9e,0x02,0x00,0x00,0xd0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x35,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x37,0x02,0x00,0x00,
+0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 };
-const uint64_t matmul_f32_f16_fp32_len = 10260;
+const uint64_t matmul_f32_f32_aligned_fp32_len = 10124;
 
-unsigned char matmul_f32_fp32_data[] = {
+unsigned char matmul_f32_f32_fp32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
 0xd2,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,
@@ -25636,7 +25636,7 @@ unsigned char matmul_f32_fp32_data[] = {
 0x39,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x3b,0x02,0x00,0x00,
 0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 };
-const uint64_t matmul_f32_fp32_len = 10208;
+const uint64_t matmul_f32_f32_fp32_len = 10208;
 
 unsigned char matmul_id_f16_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
@@ -30242,137 +30242,1951 @@ unsigned char matmul_id_f16_f32_aligned_data[] = {
 0x9b,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xd2,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xd4,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,
 0x0c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xe1,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xe1,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x7e,0x02,0x00,0x00,0x03,0x03,0x00,0x00,0x4e,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xde,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xe0,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x83,0x02,0x00,0x00,0x37,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x84,0x02,0x00,0x00,
-0xb5,0x00,0x00,0x00,0x83,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x89,0x02,0x00,0x00,0x3b,0x00,0x00,0x00,
-0xc6,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x8a,0x02,0x00,0x00,0xa4,0x00,0x00,0x00,0x89,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x8c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x8c,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x04,0x03,0x00,0x00,0x20,0x00,0x00,0x00,0xe0,0x00,0x00,0x00,
-0xf5,0x02,0x00,0x00,0x8f,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0x6c,0x00,0x00,0x00,0x92,0x02,0x00,0x00,0x04,0x03,0x00,0x00,
-0xcc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x8e,0x02,0x00,0x00,
-0x8f,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0x92,0x02,0x00,0x00,0x8d,0x02,0x00,0x00,0x8e,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x8d,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x94,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x94,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x05,0x03,0x00,0x00,
-0x20,0x00,0x00,0x00,0x8d,0x02,0x00,0x00,0xf3,0x02,0x00,0x00,
-0x97,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0x6c,0x00,0x00,0x00,
-0x9a,0x02,0x00,0x00,0x05,0x03,0x00,0x00,0x42,0x00,0x00,0x00,
-0xf6,0x00,0x04,0x00,0x96,0x02,0x00,0x00,0x97,0x02,0x00,0x00,
-0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x9a,0x02,0x00,0x00,
-0x95,0x02,0x00,0x00,0x96,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x95,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x9e,0x02,0x00,0x00,0x05,0x03,0x00,0x00,0x43,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9f,0x02,0x00,0x00,
-0x84,0x02,0x00,0x00,0x9e,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xa1,0x02,0x00,0x00,0x46,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xe1,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xe1,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x7e,0x02,0x00,0x00,0x03,0x03,0x00,0x00,0x4e,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xde,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xe0,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x83,0x02,0x00,0x00,0x37,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x84,0x02,0x00,0x00,
+0xb5,0x00,0x00,0x00,0x83,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x89,0x02,0x00,0x00,0x3b,0x00,0x00,0x00,
+0xc6,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x8a,0x02,0x00,0x00,0xa4,0x00,0x00,0x00,0x89,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x8c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x8c,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
+0x04,0x03,0x00,0x00,0x20,0x00,0x00,0x00,0xe0,0x00,0x00,0x00,
+0xf5,0x02,0x00,0x00,0x8f,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
+0x6c,0x00,0x00,0x00,0x92,0x02,0x00,0x00,0x04,0x03,0x00,0x00,
+0xcc,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x8e,0x02,0x00,0x00,
+0x8f,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0x92,0x02,0x00,0x00,0x8d,0x02,0x00,0x00,0x8e,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x8d,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x94,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x94,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x05,0x03,0x00,0x00,
+0x20,0x00,0x00,0x00,0x8d,0x02,0x00,0x00,0xf3,0x02,0x00,0x00,
+0x97,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0x6c,0x00,0x00,0x00,
+0x9a,0x02,0x00,0x00,0x05,0x03,0x00,0x00,0x42,0x00,0x00,0x00,
+0xf6,0x00,0x04,0x00,0x96,0x02,0x00,0x00,0x97,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x9a,0x02,0x00,0x00,
+0x95,0x02,0x00,0x00,0x96,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x95,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x9e,0x02,0x00,0x00,0x05,0x03,0x00,0x00,0x43,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9f,0x02,0x00,0x00,
+0x84,0x02,0x00,0x00,0x9e,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xa1,0x02,0x00,0x00,0x46,0x00,0x00,0x00,
+0x44,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xa2,0x02,0x00,0x00,0x9f,0x02,0x00,0x00,0xa1,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa6,0x02,0x00,0x00,
+0x04,0x03,0x00,0x00,0x22,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xa7,0x02,0x00,0x00,0x8a,0x02,0x00,0x00,
+0xa6,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xa9,0x02,0x00,0x00,0x4a,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xaa,0x02,0x00,0x00,
+0xa7,0x02,0x00,0x00,0xa9,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xac,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xac,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x07,0x03,0x00,0x00,
+0x20,0x00,0x00,0x00,0x95,0x02,0x00,0x00,0xf1,0x02,0x00,0x00,
+0xaf,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0x6c,0x00,0x00,0x00,
+0xb2,0x02,0x00,0x00,0x07,0x03,0x00,0x00,0xc9,0x00,0x00,0x00,
+0xf6,0x00,0x04,0x00,0xae,0x02,0x00,0x00,0xaf,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xb2,0x02,0x00,0x00,
+0xad,0x02,0x00,0x00,0xae,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xad,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xb6,0x02,0x00,0x00,0xaa,0x02,0x00,0x00,0x07,0x03,0x00,0x00,
+0xae,0x00,0x05,0x00,0x6c,0x00,0x00,0x00,0xb9,0x02,0x00,0x00,
+0xb6,0x02,0x00,0x00,0x01,0x03,0x00,0x00,0xf7,0x00,0x03,0x00,
+0xbb,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0xb9,0x02,0x00,0x00,0xba,0x02,0x00,0x00,0xbb,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xba,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xae,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xbb,0x02,0x00,0x00,
+0x41,0x00,0x05,0x00,0x98,0x00,0x00,0x00,0xbf,0x02,0x00,0x00,
+0x91,0x00,0x00,0x00,0xb6,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x8d,0x00,0x00,0x00,0xc0,0x02,0x00,0x00,0xbf,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xc2,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xc2,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
+0x0d,0x03,0x00,0x00,0x20,0x00,0x00,0x00,0xbb,0x02,0x00,0x00,
+0xef,0x02,0x00,0x00,0xc3,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
+0x6c,0x00,0x00,0x00,0xc8,0x02,0x00,0x00,0x0d,0x03,0x00,0x00,
+0x44,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xc4,0x02,0x00,0x00,
+0xc3,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0xc8,0x02,0x00,0x00,0xc3,0x02,0x00,0x00,0xc4,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xc3,0x02,0x00,0x00,0x51,0x00,0x05,0x00,
+0x8c,0x00,0x00,0x00,0xce,0x02,0x00,0x00,0xc0,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xcf,0x02,0x00,0x00,0xce,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0x16,0x00,0x00,0x00,0xd1,0x02,0x00,0x00,0x13,0x00,0x00,0x00,
+0xd0,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xd2,0x02,0x00,0x00,0xd1,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xd3,0x02,0x00,0x00,0xcf,0x02,0x00,0x00,
+0xd2,0x02,0x00,0x00,0x51,0x00,0x05,0x00,0x8c,0x00,0x00,0x00,
+0xd5,0x02,0x00,0x00,0xc0,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xd6,0x02,0x00,0x00,
+0xd5,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x16,0x00,0x00,0x00,
+0xd8,0x02,0x00,0x00,0x13,0x00,0x00,0x00,0xd7,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xd9,0x02,0x00,0x00,
+0xd8,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xda,0x02,0x00,0x00,0xd6,0x02,0x00,0x00,0xd9,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xdb,0x02,0x00,0x00,
+0xd3,0x02,0x00,0x00,0xda,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xdd,0x02,0x00,0x00,0xdb,0x02,0x00,0x00,
+0xa2,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xdf,0x02,0x00,0x00,0xdd,0x02,0x00,0x00,0x0d,0x03,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe1,0x02,0x00,0x00,
+0x04,0x03,0x00,0x00,0xc9,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xe3,0x02,0x00,0x00,0xe1,0x02,0x00,0x00,
+0x07,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xe5,0x02,0x00,0x00,0xe3,0x02,0x00,0x00,0xe4,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe7,0x02,0x00,0x00,
+0x05,0x03,0x00,0x00,0x44,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xe8,0x02,0x00,0x00,0xe5,0x02,0x00,0x00,
+0xe7,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xea,0x02,0x00,0x00,0xe8,0x02,0x00,0x00,0x0d,0x03,0x00,0x00,
+0x41,0x00,0x05,0x00,0xd9,0x00,0x00,0x00,0xeb,0x02,0x00,0x00,
+0xd6,0x00,0x00,0x00,0xea,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
+0xd0,0x00,0x00,0x00,0xec,0x02,0x00,0x00,0xeb,0x02,0x00,0x00,
+0x41,0x00,0x06,0x00,0x90,0x01,0x00,0x00,0xed,0x02,0x00,0x00,
+0xcc,0x02,0x00,0x00,0x15,0x00,0x00,0x00,0xdf,0x02,0x00,0x00,
+0x3e,0x00,0x03,0x00,0xed,0x02,0x00,0x00,0xec,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xef,0x02,0x00,0x00,
+0x0d,0x03,0x00,0x00,0x9b,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xc2,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xc4,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xaf,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xaf,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xf1,0x02,0x00,0x00,0x07,0x03,0x00,0x00,0x9b,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xac,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xae,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x97,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x97,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xf3,0x02,0x00,0x00,0x05,0x03,0x00,0x00,
+0x9b,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x94,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x96,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x8f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x8f,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf5,0x02,0x00,0x00,
+0x04,0x03,0x00,0x00,0x9b,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x8c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x8e,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xf6,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xf6,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+
+};
+const uint64_t matmul_id_f16_f32_aligned_len = 12048;
+
+unsigned char matmul_id_f16_f32_aligned_fp32_data[] = {
+0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
+0x2b,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x16,0x00,0x00,0x00,
+0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,
+0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,
+0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
+0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x10,0x00,
+0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
+0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x13,0x00,0x00,0x00,
+0x1f,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x7c,0x00,0x00,0x00,
+0x91,0x00,0x00,0x00,0x07,0x01,0x00,0x00,0x0e,0x01,0x00,0x00,
+0x6d,0x01,0x00,0x00,0x74,0x01,0x00,0x00,0x8f,0x02,0x00,0x00,
+0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x11,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x11,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x11,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x11,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x11,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x11,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x11,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x11,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x11,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x11,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x11,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
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+0xf9,0x00,0x02,0x00,0x9b,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x9b,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x3f,0x02,0x00,0x00,0xe1,0x02,0x00,0x00,0x9b,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x98,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x9a,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xe1,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xe1,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x41,0x02,0x00,0x00,
+0xc6,0x02,0x00,0x00,0x4e,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xde,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xe0,0x00,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x46,0x02,0x00,0x00,
+0x37,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x47,0x02,0x00,0x00,0xb5,0x00,0x00,0x00,
+0x46,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x4c,0x02,0x00,0x00,0x3b,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x4d,0x02,0x00,0x00,
+0xa4,0x00,0x00,0x00,0x4c,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x4f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x4f,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xc7,0x02,0x00,0x00,
+0x20,0x00,0x00,0x00,0xe0,0x00,0x00,0x00,0xb8,0x02,0x00,0x00,
+0x52,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0x6c,0x00,0x00,0x00,
+0x55,0x02,0x00,0x00,0xc7,0x02,0x00,0x00,0xcc,0x00,0x00,0x00,
+0xf6,0x00,0x04,0x00,0x51,0x02,0x00,0x00,0x52,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x55,0x02,0x00,0x00,
+0x50,0x02,0x00,0x00,0x51,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x50,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x57,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x57,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
+0x06,0x00,0x00,0x00,0xc8,0x02,0x00,0x00,0x20,0x00,0x00,0x00,
+0x50,0x02,0x00,0x00,0xb6,0x02,0x00,0x00,0x5a,0x02,0x00,0x00,
+0xb0,0x00,0x05,0x00,0x6c,0x00,0x00,0x00,0x5d,0x02,0x00,0x00,
+0xc8,0x02,0x00,0x00,0x42,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x59,0x02,0x00,0x00,0x5a,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0x5d,0x02,0x00,0x00,0x58,0x02,0x00,0x00,
+0x59,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x58,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x61,0x02,0x00,0x00,
+0xc8,0x02,0x00,0x00,0x43,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x62,0x02,0x00,0x00,0x47,0x02,0x00,0x00,
+0x61,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x64,0x02,0x00,0x00,0x46,0x00,0x00,0x00,0x44,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x65,0x02,0x00,0x00,
+0x62,0x02,0x00,0x00,0x64,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x69,0x02,0x00,0x00,0xc7,0x02,0x00,0x00,
+0xe7,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x6a,0x02,0x00,0x00,0x4d,0x02,0x00,0x00,0x69,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6c,0x02,0x00,0x00,
+0x4a,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x6d,0x02,0x00,0x00,0x6a,0x02,0x00,0x00,
+0x6c,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x6f,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x6f,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
+0x06,0x00,0x00,0x00,0xca,0x02,0x00,0x00,0x20,0x00,0x00,0x00,
+0x58,0x02,0x00,0x00,0xb4,0x02,0x00,0x00,0x72,0x02,0x00,0x00,
+0xb0,0x00,0x05,0x00,0x6c,0x00,0x00,0x00,0x75,0x02,0x00,0x00,
+0xca,0x02,0x00,0x00,0xc9,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x71,0x02,0x00,0x00,0x72,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0x75,0x02,0x00,0x00,0x70,0x02,0x00,0x00,
+0x71,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x70,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x79,0x02,0x00,0x00,
+0x6d,0x02,0x00,0x00,0xca,0x02,0x00,0x00,0xae,0x00,0x05,0x00,
+0x6c,0x00,0x00,0x00,0x7c,0x02,0x00,0x00,0x79,0x02,0x00,0x00,
+0xc4,0x02,0x00,0x00,0xf7,0x00,0x03,0x00,0x7e,0x02,0x00,0x00,
+0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x7c,0x02,0x00,0x00,
+0x7d,0x02,0x00,0x00,0x7e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x7d,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x71,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x7e,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0x98,0x00,0x00,0x00,0x82,0x02,0x00,0x00,0x91,0x00,0x00,0x00,
+0x79,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x8d,0x00,0x00,0x00,
+0x83,0x02,0x00,0x00,0x82,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x85,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x85,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xd0,0x02,0x00,0x00,
+0x20,0x00,0x00,0x00,0x7e,0x02,0x00,0x00,0xb2,0x02,0x00,0x00,
+0x86,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0x6c,0x00,0x00,0x00,
+0x8b,0x02,0x00,0x00,0xd0,0x02,0x00,0x00,0x44,0x00,0x00,0x00,
+0xf6,0x00,0x04,0x00,0x87,0x02,0x00,0x00,0x86,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x8b,0x02,0x00,0x00,
+0x86,0x02,0x00,0x00,0x87,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x86,0x02,0x00,0x00,0x51,0x00,0x05,0x00,0x8c,0x00,0x00,0x00,
+0x91,0x02,0x00,0x00,0x83,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
+0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x92,0x02,0x00,0x00,
+0x91,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x16,0x00,0x00,0x00,
+0x94,0x02,0x00,0x00,0x13,0x00,0x00,0x00,0x93,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x95,0x02,0x00,0x00,
+0x94,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x96,0x02,0x00,0x00,0x92,0x02,0x00,0x00,0x95,0x02,0x00,0x00,
+0x51,0x00,0x05,0x00,0x8c,0x00,0x00,0x00,0x98,0x02,0x00,0x00,
+0x83,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x71,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x99,0x02,0x00,0x00,0x98,0x02,0x00,0x00,
+0x41,0x00,0x05,0x00,0x16,0x00,0x00,0x00,0x9b,0x02,0x00,0x00,
+0x13,0x00,0x00,0x00,0x9a,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x9c,0x02,0x00,0x00,0x9b,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9d,0x02,0x00,0x00,
+0x99,0x02,0x00,0x00,0x9c,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x9e,0x02,0x00,0x00,0x96,0x02,0x00,0x00,
+0x9d,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xa0,0x02,0x00,0x00,0x9e,0x02,0x00,0x00,0x65,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa2,0x02,0x00,0x00,
+0xa0,0x02,0x00,0x00,0xd0,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xa4,0x02,0x00,0x00,0xc7,0x02,0x00,0x00,
+0xc9,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xa6,0x02,0x00,0x00,0xa4,0x02,0x00,0x00,0xca,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa8,0x02,0x00,0x00,
+0xa6,0x02,0x00,0x00,0xa7,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xaa,0x02,0x00,0x00,0xc8,0x02,0x00,0x00,
+0x44,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xab,0x02,0x00,0x00,0xa8,0x02,0x00,0x00,0xaa,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xad,0x02,0x00,0x00,
+0xab,0x02,0x00,0x00,0xd0,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0xd9,0x00,0x00,0x00,0xae,0x02,0x00,0x00,0xd6,0x00,0x00,0x00,
+0xad,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0xd0,0x00,0x00,0x00,
+0xaf,0x02,0x00,0x00,0xae,0x02,0x00,0x00,0x41,0x00,0x06,0x00,
+0x76,0x01,0x00,0x00,0xb0,0x02,0x00,0x00,0x8f,0x02,0x00,0x00,
+0x15,0x00,0x00,0x00,0xa2,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
+0xb0,0x02,0x00,0x00,0xaf,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xb2,0x02,0x00,0x00,0xd0,0x02,0x00,0x00,
+0x9b,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x85,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x87,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x72,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x72,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb4,0x02,0x00,0x00,
+0xca,0x02,0x00,0x00,0x9b,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x6f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x71,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x5a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x5a,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xb6,0x02,0x00,0x00,0xc8,0x02,0x00,0x00,0x9b,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x57,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x59,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x52,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x52,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xb8,0x02,0x00,0x00,0xc7,0x02,0x00,0x00,
+0x9b,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x4f,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x51,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xb9,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xb9,0x02,0x00,0x00,
+0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+};
+const uint64_t matmul_id_f16_f32_aligned_fp32_len = 10928;
+
+unsigned char matmul_id_f16_f32_fp32_data[] = {
+0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
+0x2d,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x16,0x00,0x00,0x00,
+0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,
+0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,
+0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
+0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x10,0x00,
+0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
+0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x13,0x00,0x00,0x00,
+0x1f,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x7b,0x00,0x00,0x00,
+0x90,0x00,0x00,0x00,0x04,0x01,0x00,0x00,0x10,0x01,0x00,0x00,
+0x4e,0x01,0x00,0x00,0x59,0x01,0x00,0x00,0x82,0x02,0x00,0x00,
+0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x11,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x11,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x11,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x11,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
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+0xf9,0x00,0x02,0x00,0x4a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x4a,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
+0xbb,0x02,0x00,0x00,0x20,0x00,0x00,0x00,0x43,0x02,0x00,0x00,
+0xa9,0x02,0x00,0x00,0x4d,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
+0x6b,0x00,0x00,0x00,0x50,0x02,0x00,0x00,0xbb,0x02,0x00,0x00,
+0x42,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x4c,0x02,0x00,0x00,
+0x4d,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0x50,0x02,0x00,0x00,0x4b,0x02,0x00,0x00,0x4c,0x02,0x00,0x00,
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+0x43,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x55,0x02,0x00,0x00,0x3a,0x02,0x00,0x00,0x54,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x57,0x02,0x00,0x00,
+0x46,0x00,0x00,0x00,0x44,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x58,0x02,0x00,0x00,0x55,0x02,0x00,0x00,
+0x57,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x5c,0x02,0x00,0x00,0xba,0x02,0x00,0x00,0xda,0x01,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5d,0x02,0x00,0x00,
+0x40,0x02,0x00,0x00,0x5c,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
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+0x60,0x02,0x00,0x00,0x5d,0x02,0x00,0x00,0x5f,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x62,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x62,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
+0xbd,0x02,0x00,0x00,0x20,0x00,0x00,0x00,0x4b,0x02,0x00,0x00,
+0xa7,0x02,0x00,0x00,0x65,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
+0x6b,0x00,0x00,0x00,0x68,0x02,0x00,0x00,0xbd,0x02,0x00,0x00,
+0xc8,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x64,0x02,0x00,0x00,
+0x65,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0x68,0x02,0x00,0x00,0x63,0x02,0x00,0x00,0x64,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x63,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x6c,0x02,0x00,0x00,0x60,0x02,0x00,0x00,
+0xbd,0x02,0x00,0x00,0xae,0x00,0x05,0x00,0x6b,0x00,0x00,0x00,
+0x6f,0x02,0x00,0x00,0x6c,0x02,0x00,0x00,0xb7,0x02,0x00,0x00,
+0xf7,0x00,0x03,0x00,0x71,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0x6f,0x02,0x00,0x00,0x70,0x02,0x00,0x00,
+0x71,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x70,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x64,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x71,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x97,0x00,0x00,0x00,
+0x75,0x02,0x00,0x00,0x90,0x00,0x00,0x00,0x6c,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x8c,0x00,0x00,0x00,0x76,0x02,0x00,0x00,
+0x75,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x78,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x78,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
+0x06,0x00,0x00,0x00,0xc3,0x02,0x00,0x00,0x20,0x00,0x00,0x00,
+0x71,0x02,0x00,0x00,0xa5,0x02,0x00,0x00,0x79,0x02,0x00,0x00,
+0xb0,0x00,0x05,0x00,0x6b,0x00,0x00,0x00,0x7e,0x02,0x00,0x00,
+0xc3,0x02,0x00,0x00,0x44,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x7a,0x02,0x00,0x00,0x79,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0x7e,0x02,0x00,0x00,0x79,0x02,0x00,0x00,
+0x7a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x79,0x02,0x00,0x00,
+0x51,0x00,0x05,0x00,0x8b,0x00,0x00,0x00,0x84,0x02,0x00,0x00,
+0x76,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0x71,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x85,0x02,0x00,0x00,0x84,0x02,0x00,0x00,
+0x41,0x00,0x05,0x00,0x16,0x00,0x00,0x00,0x87,0x02,0x00,0x00,
+0x13,0x00,0x00,0x00,0x86,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x88,0x02,0x00,0x00,0x87,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x89,0x02,0x00,0x00,
+0x85,0x02,0x00,0x00,0x88,0x02,0x00,0x00,0x51,0x00,0x05,0x00,
+0x8b,0x00,0x00,0x00,0x8b,0x02,0x00,0x00,0x76,0x02,0x00,0x00,
+0x00,0x00,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x8c,0x02,0x00,0x00,0x8b,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0x16,0x00,0x00,0x00,0x8e,0x02,0x00,0x00,0x13,0x00,0x00,0x00,
+0x8d,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x8f,0x02,0x00,0x00,0x8e,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x90,0x02,0x00,0x00,0x8c,0x02,0x00,0x00,
+0x8f,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x91,0x02,0x00,0x00,0x89,0x02,0x00,0x00,0x90,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x93,0x02,0x00,0x00,
+0x91,0x02,0x00,0x00,0x58,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x95,0x02,0x00,0x00,0x93,0x02,0x00,0x00,
+0xc3,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x97,0x02,0x00,0x00,0xba,0x02,0x00,0x00,0xc8,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x99,0x02,0x00,0x00,
+0x97,0x02,0x00,0x00,0xbd,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x9b,0x02,0x00,0x00,0x99,0x02,0x00,0x00,
+0x9a,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x9d,0x02,0x00,0x00,0xbb,0x02,0x00,0x00,0x44,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9e,0x02,0x00,0x00,
+0x9b,0x02,0x00,0x00,0x9d,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xa0,0x02,0x00,0x00,0x9e,0x02,0x00,0x00,
+0xc3,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xd8,0x00,0x00,0x00,
+0xa1,0x02,0x00,0x00,0xd5,0x00,0x00,0x00,0xa0,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0xcf,0x00,0x00,0x00,0xa2,0x02,0x00,0x00,
+0xa1,0x02,0x00,0x00,0x41,0x00,0x06,0x00,0x72,0x01,0x00,0x00,
+0xa3,0x02,0x00,0x00,0x82,0x02,0x00,0x00,0x15,0x00,0x00,0x00,
+0x95,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0xa3,0x02,0x00,0x00,
 0xa2,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xdf,0x02,0x00,0x00,0xdd,0x02,0x00,0x00,0x0d,0x03,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe1,0x02,0x00,0x00,
-0x04,0x03,0x00,0x00,0xc9,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xe3,0x02,0x00,0x00,0xe1,0x02,0x00,0x00,
-0x07,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xe5,0x02,0x00,0x00,0xe3,0x02,0x00,0x00,0xe4,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe7,0x02,0x00,0x00,
-0x05,0x03,0x00,0x00,0x44,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xe8,0x02,0x00,0x00,0xe5,0x02,0x00,0x00,
-0xe7,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xea,0x02,0x00,0x00,0xe8,0x02,0x00,0x00,0x0d,0x03,0x00,0x00,
-0x41,0x00,0x05,0x00,0xd9,0x00,0x00,0x00,0xeb,0x02,0x00,0x00,
-0xd6,0x00,0x00,0x00,0xea,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
-0xd0,0x00,0x00,0x00,0xec,0x02,0x00,0x00,0xeb,0x02,0x00,0x00,
-0x41,0x00,0x06,0x00,0x90,0x01,0x00,0x00,0xed,0x02,0x00,0x00,
-0xcc,0x02,0x00,0x00,0x15,0x00,0x00,0x00,0xdf,0x02,0x00,0x00,
-0x3e,0x00,0x03,0x00,0xed,0x02,0x00,0x00,0xec,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xef,0x02,0x00,0x00,
-0x0d,0x03,0x00,0x00,0x9b,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xc2,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xc4,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xaf,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xaf,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xf1,0x02,0x00,0x00,0x07,0x03,0x00,0x00,0x9b,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xac,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xae,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x97,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x97,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xf3,0x02,0x00,0x00,0x05,0x03,0x00,0x00,
-0x9b,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x94,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x96,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x8f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x8f,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf5,0x02,0x00,0x00,
-0x04,0x03,0x00,0x00,0x9b,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x8c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x8e,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xf6,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xf6,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
-
+0xa5,0x02,0x00,0x00,0xc3,0x02,0x00,0x00,0x9a,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x78,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x7a,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x65,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x65,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xa7,0x02,0x00,0x00,0xbd,0x02,0x00,0x00,
+0x9a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x62,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x64,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x4d,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x4d,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa9,0x02,0x00,0x00,
+0xbb,0x02,0x00,0x00,0x9a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x4a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x4c,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x45,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x45,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xab,0x02,0x00,0x00,0xba,0x02,0x00,0x00,0x9a,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x42,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x44,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xac,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xac,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,
+0x38,0x00,0x01,0x00,
 };
-const uint64_t matmul_id_f16_f32_aligned_len = 12048;
+const uint64_t matmul_id_f16_f32_fp32_len = 10732;
 
-unsigned char matmul_id_f16_f32_aligned_fp32_data[] = {
+unsigned char matmul_id_f16_fp32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0x2b,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x2e,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x16,0x00,0x00,0x00,
 0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,
 0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,
@@ -30380,9 +32194,9 @@ unsigned char matmul_id_f16_f32_aligned_fp32_data[] = {
 0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x10,0x00,
 0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
 0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x13,0x00,0x00,0x00,
-0x1f,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x7c,0x00,0x00,0x00,
-0x91,0x00,0x00,0x00,0x07,0x01,0x00,0x00,0x0e,0x01,0x00,0x00,
-0x6d,0x01,0x00,0x00,0x74,0x01,0x00,0x00,0x8f,0x02,0x00,0x00,
+0x1f,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x7b,0x00,0x00,0x00,
+0x90,0x00,0x00,0x00,0x04,0x01,0x00,0x00,0x10,0x01,0x00,0x00,
+0x4e,0x01,0x00,0x00,0x59,0x01,0x00,0x00,0x82,0x02,0x00,0x00,
 0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
@@ -30420,44 +32234,44 @@ unsigned char matmul_id_f16_f32_aligned_fp32_data[] = {
 0x47,0x00,0x04,0x00,0x44,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4e,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x79,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x04,0x00,0x7a,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x7a,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0x79,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x79,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x7a,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x7c,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x7c,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x79,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x7b,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x7b,0x00,0x00,0x00,
 0x21,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xa3,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0xc6,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x05,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xc9,0x00,0x00,0x00,
+0xa2,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xc5,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x05,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xc8,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x0b,0x01,0x00,0x00,0x06,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x48,0x00,0x04,0x00,0x0c,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x0c,0x01,0x00,0x00,
+0x0d,0x01,0x00,0x00,0x06,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0x0e,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x0e,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x0c,0x01,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x0e,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x0e,0x01,0x00,0x00,
+0x47,0x00,0x03,0x00,0x0e,0x01,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x10,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x10,0x01,0x00,0x00,
 0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x2c,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x2d,0x01,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x19,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x71,0x01,0x00,0x00,
-0x06,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0x72,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x72,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
+0x2a,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x2b,0x01,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x19,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x56,0x01,0x00,0x00,
+0x06,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
+0x57,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x57,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x72,0x01,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x74,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x74,0x01,0x00,0x00,0x21,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x8c,0x02,0x00,0x00,
+0x57,0x01,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x59,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x59,0x01,0x00,0x00,0x21,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x7f,0x02,0x00,0x00,
 0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0x8d,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x8d,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0x80,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x80,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x8d,0x02,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x8f,0x02,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x8f,0x02,0x00,0x00,0x21,0x00,0x00,0x00,
+0x80,0x02,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x82,0x02,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x82,0x02,0x00,0x00,0x21,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,
 0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
@@ -30503,1690 +32317,3605 @@ unsigned char matmul_id_f16_f32_aligned_fp32_data[] = {
 0x06,0x00,0x00,0x00,0x49,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
 0x43,0x00,0x00,0x00,0x44,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x50,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x55,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x5a,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x5f,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x14,0x00,0x00,0x00,
-0x69,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x14,0x00,0x02,0x00,
-0x6c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x14,0x00,0x00,0x00,
-0x75,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
-0x79,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
-0x7a,0x00,0x00,0x00,0x79,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x7b,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x7a,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x7b,0x00,0x00,0x00,0x7c,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x14,0x00,0x00,0x00,
-0x7e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x84,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x15,0x00,0x04,0x00,0x8c,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x17,0x00,0x04,0x00,0x8d,0x00,0x00,0x00,
-0x8c,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x8e,0x00,0x00,0x00,0x00,0x08,0x00,0x00,
-0x1c,0x00,0x04,0x00,0x8f,0x00,0x00,0x00,0x8d,0x00,0x00,0x00,
-0x8e,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x90,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x8f,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x90,0x00,0x00,0x00,0x91,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x98,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x8d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x14,0x00,0x00,0x00,
-0x9b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,0x08,0x01,0x00,0x00,
-0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,
-0x40,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x14,0x00,0x00,0x00,
-0xab,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x14,0x00,0x00,0x00,0xb0,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x14,0x00,0x00,0x00,0xb6,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xc5,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x42,0x00,0x00,0x00,
-0x44,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0xc6,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0xc7,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x35,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0xc8,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x31,0x00,0x00,0x00,0x44,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xca,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0xc8,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0xca,0x00,0x00,0x00,0x42,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xcc,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0xc7,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xcd,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,0xcc,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xce,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0xcd,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,
-0x16,0x00,0x03,0x00,0xd0,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x5e,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x14,0x00,0x00,0x00,0x68,0x00,0x00,0x00,
+0x0a,0x00,0x00,0x00,0x14,0x00,0x02,0x00,0x6b,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x14,0x00,0x00,0x00,0x74,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x78,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x79,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x7a,0x00,0x00,0x00,
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+0x57,0x02,0x00,0x00,0x46,0x00,0x00,0x00,0x44,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x58,0x02,0x00,0x00,
+0x55,0x02,0x00,0x00,0x57,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x5c,0x02,0x00,0x00,0xbb,0x02,0x00,0x00,
+0xda,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x5d,0x02,0x00,0x00,0x40,0x02,0x00,0x00,0x5c,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5f,0x02,0x00,0x00,
+0x4a,0x00,0x00,0x00,0xc8,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x60,0x02,0x00,0x00,0x5d,0x02,0x00,0x00,
+0x5f,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x62,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x62,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
+0x06,0x00,0x00,0x00,0xbe,0x02,0x00,0x00,0x20,0x00,0x00,0x00,
+0x4b,0x02,0x00,0x00,0xa8,0x02,0x00,0x00,0x65,0x02,0x00,0x00,
+0xb0,0x00,0x05,0x00,0x6b,0x00,0x00,0x00,0x68,0x02,0x00,0x00,
+0xbe,0x02,0x00,0x00,0xc8,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x64,0x02,0x00,0x00,0x65,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0x68,0x02,0x00,0x00,0x63,0x02,0x00,0x00,
+0x64,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x63,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6c,0x02,0x00,0x00,
+0x60,0x02,0x00,0x00,0xbe,0x02,0x00,0x00,0xae,0x00,0x05,0x00,
+0x6b,0x00,0x00,0x00,0x6f,0x02,0x00,0x00,0x6c,0x02,0x00,0x00,
+0xb8,0x02,0x00,0x00,0xf7,0x00,0x03,0x00,0x71,0x02,0x00,0x00,
+0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x6f,0x02,0x00,0x00,
+0x70,0x02,0x00,0x00,0x71,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x70,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x64,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x71,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0x97,0x00,0x00,0x00,0x75,0x02,0x00,0x00,0x90,0x00,0x00,0x00,
+0x6c,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x8c,0x00,0x00,0x00,
+0x76,0x02,0x00,0x00,0x75,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x78,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x78,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xc4,0x02,0x00,0x00,
+0x20,0x00,0x00,0x00,0x71,0x02,0x00,0x00,0xa6,0x02,0x00,0x00,
+0x79,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0x6b,0x00,0x00,0x00,
+0x7e,0x02,0x00,0x00,0xc4,0x02,0x00,0x00,0x44,0x00,0x00,0x00,
+0xf6,0x00,0x04,0x00,0x7a,0x02,0x00,0x00,0x79,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x7e,0x02,0x00,0x00,
+0x79,0x02,0x00,0x00,0x7a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x79,0x02,0x00,0x00,0x51,0x00,0x05,0x00,0x8b,0x00,0x00,0x00,
+0x84,0x02,0x00,0x00,0x76,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
+0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x85,0x02,0x00,0x00,
+0x84,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x16,0x00,0x00,0x00,
+0x87,0x02,0x00,0x00,0x13,0x00,0x00,0x00,0x86,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x88,0x02,0x00,0x00,
+0x87,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x89,0x02,0x00,0x00,0x85,0x02,0x00,0x00,0x88,0x02,0x00,0x00,
+0x51,0x00,0x05,0x00,0x8b,0x00,0x00,0x00,0x8b,0x02,0x00,0x00,
+0x76,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x71,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x8c,0x02,0x00,0x00,0x8b,0x02,0x00,0x00,
+0x41,0x00,0x05,0x00,0x16,0x00,0x00,0x00,0x8e,0x02,0x00,0x00,
+0x13,0x00,0x00,0x00,0x8d,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x8f,0x02,0x00,0x00,0x8e,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x90,0x02,0x00,0x00,
+0x8c,0x02,0x00,0x00,0x8f,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x91,0x02,0x00,0x00,0x89,0x02,0x00,0x00,
+0x90,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x93,0x02,0x00,0x00,0x91,0x02,0x00,0x00,0x58,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x95,0x02,0x00,0x00,
+0x93,0x02,0x00,0x00,0xc4,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x97,0x02,0x00,0x00,0xbb,0x02,0x00,0x00,
+0xc8,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x99,0x02,0x00,0x00,0x97,0x02,0x00,0x00,0xbe,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9b,0x02,0x00,0x00,
+0x99,0x02,0x00,0x00,0x9a,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x9d,0x02,0x00,0x00,0xbc,0x02,0x00,0x00,
+0x44,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x9e,0x02,0x00,0x00,0x9b,0x02,0x00,0x00,0x9d,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa0,0x02,0x00,0x00,
+0x9e,0x02,0x00,0x00,0xc4,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0xd8,0x00,0x00,0x00,0xa1,0x02,0x00,0x00,0xd5,0x00,0x00,0x00,
+0xa0,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0xcf,0x00,0x00,0x00,
+0xa2,0x02,0x00,0x00,0xa1,0x02,0x00,0x00,0x41,0x00,0x06,0x00,
+0xa3,0x02,0x00,0x00,0xa4,0x02,0x00,0x00,0x82,0x02,0x00,0x00,
+0x15,0x00,0x00,0x00,0x95,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
+0xa4,0x02,0x00,0x00,0xa2,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xa6,0x02,0x00,0x00,0xc4,0x02,0x00,0x00,
+0x9a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x78,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x7a,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x65,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x65,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa8,0x02,0x00,0x00,
+0xbe,0x02,0x00,0x00,0x9a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x62,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x64,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x4d,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x4d,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xaa,0x02,0x00,0x00,0xbc,0x02,0x00,0x00,0x9a,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x4a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x4c,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x45,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x45,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xac,0x02,0x00,0x00,0xbb,0x02,0x00,0x00,
+0x9a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x42,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x44,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xad,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xad,0x02,0x00,0x00,
+0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+};
+const uint64_t matmul_id_f16_fp32_len = 10748;
+
+unsigned char matmul_id_f32_f16_data[] = {
+0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
+0x31,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x09,0x00,0x00,0x00,
+0x11,0x00,0x02,0x00,0x16,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x51,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,0x01,0x00,0x00,0x00,
+0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,0x2e,0x34,0x35,0x30,
+0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x0f,0x00,0x10,0x00,0x05,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x13,0x00,0x00,0x00,0x1f,0x00,0x00,0x00,
+0x2e,0x00,0x00,0x00,0x7b,0x00,0x00,0x00,0x90,0x00,0x00,0x00,
+0x05,0x01,0x00,0x00,0x10,0x01,0x00,0x00,0x4f,0x01,0x00,0x00,
+0x5a,0x01,0x00,0x00,0x86,0x02,0x00,0x00,0x10,0x00,0x06,0x00,
+0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x11,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x11,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x11,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x11,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x11,0x00,0x00,0x00,
+0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x11,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x11,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x11,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x11,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x11,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x11,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x11,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
+0x11,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x19,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x1f,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x2e,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x31,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x35,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x42,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x44,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x4e,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x78,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
+0x79,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x79,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
+0x79,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x7b,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x7b,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xa2,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0xc5,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xc8,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x0d,0x01,0x00,0x00,
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-0x9b,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x4f,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x51,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xb9,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xb9,0x02,0x00,0x00,
-0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+0xbf,0x02,0x00,0x00,0x9a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x4e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x50,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x49,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x49,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xaf,0x02,0x00,0x00,0xbe,0x02,0x00,0x00,0x9a,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x46,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x48,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xb0,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xb0,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,
+0x38,0x00,0x01,0x00,
 };
-const uint64_t matmul_id_f16_f32_aligned_fp32_len = 10928;
+const uint64_t matmul_id_f32_f16_len = 10804;
 
-unsigned char matmul_id_f16_f32_fp32_data[] = {
+unsigned char matmul_id_f32_f16_aligned_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
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-0xd8,0x02,0x00,0x00,0x44,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xa9,0x01,0x00,0x00,0xa7,0x01,0x00,0x00,
-0xea,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xab,0x01,0x00,0x00,0x37,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xad,0x01,0x00,0x00,
-0xd8,0x02,0x00,0x00,0x43,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xae,0x01,0x00,0x00,0xab,0x01,0x00,0x00,
-0xad,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xb0,0x01,0x00,0x00,0x46,0x00,0x00,0x00,0x44,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb1,0x01,0x00,0x00,
-0xae,0x01,0x00,0x00,0xb0,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xb3,0x01,0x00,0x00,0xb1,0x01,0x00,0x00,
-0xea,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xb5,0x01,0x00,0x00,0xb3,0x01,0x00,0x00,0xb4,0x01,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb7,0x01,0x00,0x00,
-0xb5,0x01,0x00,0x00,0xd4,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
-0x1f,0x01,0x00,0x00,0xb8,0x01,0x00,0x00,0x04,0x01,0x00,0x00,
-0xb7,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0xcf,0x00,0x00,0x00,
-0xb9,0x01,0x00,0x00,0xb8,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
-0xd8,0x00,0x00,0x00,0xba,0x01,0x00,0x00,0xa5,0x01,0x00,0x00,
-0xa9,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0xba,0x01,0x00,0x00,
-0xb9,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xbc,0x01,0x00,0x00,0xea,0x02,0x00,0x00,0x9a,0x00,0x00,0x00,
+0xcf,0x02,0x00,0x00,0xce,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0x16,0x00,0x00,0x00,0xd1,0x02,0x00,0x00,0x13,0x00,0x00,0x00,
+0xd0,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xd2,0x02,0x00,0x00,0xd1,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xd3,0x02,0x00,0x00,0xcf,0x02,0x00,0x00,
+0xd2,0x02,0x00,0x00,0x51,0x00,0x05,0x00,0x8c,0x00,0x00,0x00,
+0xd5,0x02,0x00,0x00,0xc0,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xd6,0x02,0x00,0x00,
+0xd5,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x16,0x00,0x00,0x00,
+0xd8,0x02,0x00,0x00,0x13,0x00,0x00,0x00,0xd7,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xd9,0x02,0x00,0x00,
+0xd8,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xda,0x02,0x00,0x00,0xd6,0x02,0x00,0x00,0xd9,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xdb,0x02,0x00,0x00,
+0xd3,0x02,0x00,0x00,0xda,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xdd,0x02,0x00,0x00,0xdb,0x02,0x00,0x00,
+0xa2,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xdf,0x02,0x00,0x00,0xdd,0x02,0x00,0x00,0x0d,0x03,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe1,0x02,0x00,0x00,
+0x04,0x03,0x00,0x00,0xc9,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xe3,0x02,0x00,0x00,0xe1,0x02,0x00,0x00,
+0x07,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xe5,0x02,0x00,0x00,0xe3,0x02,0x00,0x00,0xe4,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe7,0x02,0x00,0x00,
+0x05,0x03,0x00,0x00,0x44,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xe8,0x02,0x00,0x00,0xe5,0x02,0x00,0x00,
+0xe7,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xea,0x02,0x00,0x00,0xe8,0x02,0x00,0x00,0x0d,0x03,0x00,0x00,
+0x41,0x00,0x05,0x00,0xd9,0x00,0x00,0x00,0xeb,0x02,0x00,0x00,
+0xd6,0x00,0x00,0x00,0xea,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
+0xd0,0x00,0x00,0x00,0xec,0x02,0x00,0x00,0xeb,0x02,0x00,0x00,
+0x41,0x00,0x06,0x00,0x11,0x01,0x00,0x00,0xed,0x02,0x00,0x00,
+0xcc,0x02,0x00,0x00,0x15,0x00,0x00,0x00,0xdf,0x02,0x00,0x00,
+0x3e,0x00,0x03,0x00,0xed,0x02,0x00,0x00,0xec,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xef,0x02,0x00,0x00,
+0x0d,0x03,0x00,0x00,0x9b,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xc2,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xc4,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xaf,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xaf,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xf1,0x02,0x00,0x00,0x07,0x03,0x00,0x00,0x9b,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xac,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xae,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x97,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x97,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xf3,0x02,0x00,0x00,0x05,0x03,0x00,0x00,
+0x9b,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x94,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x96,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x8f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x8f,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf5,0x02,0x00,0x00,
+0x04,0x03,0x00,0x00,0x9b,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x8c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x8e,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xf6,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xf6,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+
+};
+const uint64_t matmul_id_f32_f16_aligned_len = 12048;
+
+unsigned char matmul_id_f32_f16_aligned_fp32_data[] = {
+0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
+0x2b,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x16,0x00,0x00,0x00,
+0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,
+0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,
+0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
+0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x10,0x00,
+0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
+0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x13,0x00,0x00,0x00,
+0x1f,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x7c,0x00,0x00,0x00,
+0x91,0x00,0x00,0x00,0x07,0x01,0x00,0x00,0x0d,0x01,0x00,0x00,
+0x68,0x01,0x00,0x00,0x70,0x01,0x00,0x00,0x8f,0x02,0x00,0x00,
+0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x11,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x11,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x11,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x11,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x11,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x11,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x11,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x11,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x11,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x11,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x11,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x2c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x11,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x11,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x19,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x1f,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x2e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x31,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x35,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x42,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x44,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x07,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4e,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x79,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0x7a,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x7a,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x7a,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x7c,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x7c,0x00,0x00,0x00,
+0x21,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0xa3,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xc6,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x05,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xc9,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x0a,0x01,0x00,0x00,0x06,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0x0b,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x0b,0x01,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x0b,0x01,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x0d,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x0d,0x01,0x00,0x00,
+0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x27,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x28,0x01,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x19,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6d,0x01,0x00,0x00,
+0x06,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
+0x6e,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x6e,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
+0x6e,0x01,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x70,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
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+0xc9,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xa6,0x02,0x00,0x00,0xa4,0x02,0x00,0x00,0xca,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa8,0x02,0x00,0x00,
+0xa6,0x02,0x00,0x00,0xa7,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xaa,0x02,0x00,0x00,0xc8,0x02,0x00,0x00,
+0x44,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xab,0x02,0x00,0x00,0xa8,0x02,0x00,0x00,0xaa,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xad,0x02,0x00,0x00,
+0xab,0x02,0x00,0x00,0xd0,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0xd9,0x00,0x00,0x00,0xae,0x02,0x00,0x00,0xd6,0x00,0x00,0x00,
+0xad,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0xd0,0x00,0x00,0x00,
+0xaf,0x02,0x00,0x00,0xae,0x02,0x00,0x00,0x41,0x00,0x06,0x00,
+0x0f,0x01,0x00,0x00,0xb0,0x02,0x00,0x00,0x8f,0x02,0x00,0x00,
+0x15,0x00,0x00,0x00,0xa2,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
+0xb0,0x02,0x00,0x00,0xaf,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xb2,0x02,0x00,0x00,0xd0,0x02,0x00,0x00,
+0x9b,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x85,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x87,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x72,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x72,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb4,0x02,0x00,0x00,
+0xca,0x02,0x00,0x00,0x9b,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x6f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x71,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x5a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x5a,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xb6,0x02,0x00,0x00,0xc8,0x02,0x00,0x00,0x9b,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x57,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x59,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x52,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x52,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xb8,0x02,0x00,0x00,0xc7,0x02,0x00,0x00,
+0x9b,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x4f,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x51,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xb9,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xb9,0x02,0x00,0x00,
+0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 };
-const uint64_t matmul_id_f16_f32_fp32_len = 10732;
+const uint64_t matmul_id_f32_f16_aligned_fp32_len = 10928;
 
-unsigned char matmul_id_f16_fp32_data[] = {
+unsigned char matmul_id_f32_f16_fp32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0x2e,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x2d,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x16,0x00,0x00,0x00,
 0x11,0x00,0x02,0x00,0x51,0x11,0x00,0x00,0x0b,0x00,0x06,0x00,
 0x01,0x00,0x00,0x00,0x47,0x4c,0x53,0x4c,0x2e,0x73,0x74,0x64,
@@ -32195,8 +35924,8 @@ unsigned char matmul_id_f16_fp32_data[] = {
 0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
 0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x13,0x00,0x00,0x00,
 0x1f,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x7b,0x00,0x00,0x00,
-0x90,0x00,0x00,0x00,0x04,0x01,0x00,0x00,0x10,0x01,0x00,0x00,
-0x4e,0x01,0x00,0x00,0x59,0x01,0x00,0x00,0x82,0x02,0x00,0x00,
+0x90,0x00,0x00,0x00,0x04,0x01,0x00,0x00,0x0f,0x01,0x00,0x00,
+0x4c,0x01,0x00,0x00,0x58,0x01,0x00,0x00,0x82,0x02,0x00,0x00,
 0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
@@ -32246,24 +35975,24 @@ unsigned char matmul_id_f16_fp32_data[] = {
 0x47,0x00,0x04,0x00,0xc5,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x05,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xc8,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x0d,0x01,0x00,0x00,0x06,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x48,0x00,0x04,0x00,0x0e,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x0e,0x01,0x00,0x00,
+0x0c,0x01,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0x0d,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x0d,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x0e,0x01,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x10,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x10,0x01,0x00,0x00,
+0x47,0x00,0x03,0x00,0x0d,0x01,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x0f,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x0f,0x01,0x00,0x00,
 0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x2a,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x2b,0x01,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x19,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x56,0x01,0x00,0x00,
+0x28,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x29,0x01,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x19,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x55,0x01,0x00,0x00,
 0x06,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0x57,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x57,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
+0x56,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x56,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x57,0x01,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x59,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x59,0x01,0x00,0x00,0x21,0x00,0x00,0x00,
+0x56,0x01,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x58,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x58,0x01,0x00,0x00,0x21,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x7f,0x02,0x00,0x00,
 0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
 0x80,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
@@ -32394,94 +36123,94 @@ unsigned char matmul_id_f16_fp32_data[] = {
 0x03,0x01,0x00,0x00,0x04,0x01,0x00,0x00,0x04,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x08,0x01,0x00,0x00,
 0x80,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
-0x16,0x00,0x03,0x00,0x0c,0x01,0x00,0x00,0x10,0x00,0x00,0x00,
-0x1d,0x00,0x03,0x00,0x0d,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,
-0x1e,0x00,0x03,0x00,0x0e,0x01,0x00,0x00,0x0d,0x01,0x00,0x00,
-0x20,0x00,0x04,0x00,0x0f,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x0e,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,0x0f,0x01,0x00,0x00,
-0x10,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x1b,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,
-0x20,0x00,0x04,0x00,0x1f,0x01,0x00,0x00,0x04,0x00,0x00,0x00,
+0x1d,0x00,0x03,0x00,0x0c,0x01,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x1e,0x00,0x03,0x00,0x0d,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,
+0x20,0x00,0x04,0x00,0x0e,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x0d,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,0x0e,0x01,0x00,0x00,
+0x0f,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x1a,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x1d,0x01,0x00,0x00,0x04,0x00,0x00,0x00,
 0xcf,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x25,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
+0x23,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
 0x1b,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x2a,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,
-0x09,0x00,0x00,0x00,0x2b,0x01,0x00,0x00,0x2a,0x01,0x00,0x00,
+0x28,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,
+0x09,0x00,0x00,0x00,0x29,0x01,0x00,0x00,0x28,0x01,0x00,0x00,
 0x1b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x2c,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
-0x2b,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x2d,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0x2c,0x01,0x00,0x00,0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x2e,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x2d,0x01,0x00,0x00,0x4e,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x4a,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2a,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
+0x29,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
+0x2a,0x01,0x00,0x00,0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x2c,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
+0x2b,0x01,0x00,0x00,0x4e,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x48,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
 0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x4b,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0xa2,0x00,0x00,0x00,0x4a,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,
-0x4c,0x01,0x00,0x00,0xcf,0x00,0x00,0x00,0x4b,0x01,0x00,0x00,
-0x20,0x00,0x04,0x00,0x4d,0x01,0x00,0x00,0x04,0x00,0x00,0x00,
-0x4c,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,0x4d,0x01,0x00,0x00,
-0x4e,0x01,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x52,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
-0x56,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,0x1e,0x00,0x03,0x00,
-0x57,0x01,0x00,0x00,0x56,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
-0x58,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x57,0x01,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x58,0x01,0x00,0x00,0x59,0x01,0x00,0x00,
+0x06,0x00,0x00,0x00,0x49,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
+0xa2,0x00,0x00,0x00,0x48,0x01,0x00,0x00,0x1c,0x00,0x04,0x00,
+0x4a,0x01,0x00,0x00,0xcf,0x00,0x00,0x00,0x49,0x01,0x00,0x00,
+0x20,0x00,0x04,0x00,0x4b,0x01,0x00,0x00,0x04,0x00,0x00,0x00,
+0x4a,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,0x4b,0x01,0x00,0x00,
+0x4c,0x01,0x00,0x00,0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x50,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
+0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
+0x54,0x01,0x00,0x00,0x10,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0x55,0x01,0x00,0x00,0x54,0x01,0x00,0x00,0x1e,0x00,0x03,0x00,
+0x56,0x01,0x00,0x00,0x55,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
+0x57,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x56,0x01,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x57,0x01,0x00,0x00,0x58,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x14,0x00,0x00,0x00,
-0x5f,0x01,0x00,0x00,0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x14,0x00,0x00,0x00,0x67,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x14,0x00,0x00,0x00,0x6b,0x01,0x00,0x00,
-0x04,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x7a,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x7f,0x01,0x00,0x00,0x51,0x00,0x00,0x00,0x2b,0x01,0x00,0x00,
-0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x80,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x7f,0x01,0x00,0x00,
-0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x81,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x80,0x01,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x84,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0x87,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
+0x5e,0x01,0x00,0x00,0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x14,0x00,0x00,0x00,0x66,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x14,0x00,0x00,0x00,0x6a,0x01,0x00,0x00,
+0x04,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x71,0x01,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x54,0x01,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x7a,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
+0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x7f,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
+0x29,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x80,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
+0x7f,0x01,0x00,0x00,0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x81,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
+0x80,0x01,0x00,0x00,0x4e,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x84,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
+0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0x87,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
+0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x06,0x00,0x00,0x00,0xa2,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
+0x42,0x00,0x00,0x00,0x44,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
+0xa3,0x01,0x00,0x00,0xcf,0x00,0x00,0x00,0xa2,0x01,0x00,0x00,
+0x20,0x00,0x04,0x00,0xa4,0x01,0x00,0x00,0x07,0x00,0x00,0x00,
+0xa3,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0xb4,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
 0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
-0xa2,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x42,0x00,0x00,0x00,
-0x44,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0xa3,0x01,0x00,0x00,
-0xcf,0x00,0x00,0x00,0xa2,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
-0xa4,0x01,0x00,0x00,0x07,0x00,0x00,0x00,0xa3,0x01,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xb4,0x01,0x00,0x00,
+0xcf,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,
+0xc8,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0xd0,0x01,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xcf,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
+0xd1,0x01,0x00,0x00,0x07,0x00,0x00,0x00,0xd0,0x01,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xda,0x01,0x00,0x00,
+0x86,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xe2,0x01,0x00,0x00,
 0x80,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xcf,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,0xc8,0x00,0x00,0x00,
-0x1c,0x00,0x04,0x00,0xd0,0x01,0x00,0x00,0xcf,0x00,0x00,0x00,
-0xcf,0x01,0x00,0x00,0x20,0x00,0x04,0x00,0xd1,0x01,0x00,0x00,
-0x07,0x00,0x00,0x00,0xd0,0x01,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0xda,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0xc5,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0xe2,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
-0x06,0x00,0x00,0x00,0x11,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
-0x42,0x00,0x00,0x00,0x44,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
-0x7f,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
-0x80,0x02,0x00,0x00,0x7f,0x02,0x00,0x00,0x20,0x00,0x04,0x00,
-0x81,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x02,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x81,0x02,0x00,0x00,0x82,0x02,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x14,0x00,0x00,0x00,
-0x86,0x02,0x00,0x00,0x08,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x14,0x00,0x00,0x00,0x8d,0x02,0x00,0x00,0x05,0x00,0x00,0x00,
-0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x9a,0x02,0x00,0x00,
+0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x11,0x02,0x00,0x00,
 0x84,0x00,0x00,0x00,0x42,0x00,0x00,0x00,0x44,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0xa3,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
-0xcf,0x00,0x00,0x00,0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,
+0x1d,0x00,0x03,0x00,0x7f,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x1e,0x00,0x03,0x00,0x80,0x02,0x00,0x00,0x7f,0x02,0x00,0x00,
+0x20,0x00,0x04,0x00,0x81,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x80,0x02,0x00,0x00,0x3b,0x00,0x04,0x00,0x81,0x02,0x00,0x00,
+0x82,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x14,0x00,0x00,0x00,0x86,0x02,0x00,0x00,0x08,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x14,0x00,0x00,0x00,0x8d,0x02,0x00,0x00,
+0x05,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x9a,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x42,0x00,0x00,0x00,
+0x44,0x00,0x00,0x00,0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
 0xd4,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
 0x3b,0x00,0x04,0x00,0xa4,0x01,0x00,0x00,0xa5,0x01,0x00,0x00,
 0x07,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0xd1,0x01,0x00,0x00,
 0xd2,0x01,0x00,0x00,0x07,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,
-0xad,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0xfb,0x00,0x03,0x00,
-0x20,0x00,0x00,0x00,0xae,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xae,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
+0xac,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0xfb,0x00,0x03,0x00,
+0x20,0x00,0x00,0x00,0xad,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xad,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
 0x0e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
 0x0e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x16,0x00,0x00,0x00,
@@ -32521,29 +36250,29 @@ unsigned char matmul_id_f16_fp32_data[] = {
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5f,0x00,0x00,0x00,
 0x30,0x00,0x00,0x00,0x5e,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x62,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x62,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xb8,0x02,0x00,0x00,
-0x20,0x00,0x00,0x00,0xae,0x02,0x00,0x00,0xf6,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xb7,0x02,0x00,0x00,
+0x20,0x00,0x00,0x00,0xad,0x02,0x00,0x00,0xf5,0x02,0x00,0x00,
 0x65,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xb7,0x02,0x00,0x00,0x20,0x00,0x00,0x00,0xae,0x02,0x00,0x00,
+0xb6,0x02,0x00,0x00,0x20,0x00,0x00,0x00,0xad,0x02,0x00,0x00,
 0x9f,0x00,0x00,0x00,0x65,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
 0x16,0x00,0x00,0x00,0x69,0x00,0x00,0x00,0x13,0x00,0x00,0x00,
 0x68,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x6a,0x00,0x00,0x00,0x69,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
-0x6b,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0xb7,0x02,0x00,0x00,
+0x6b,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0xb6,0x02,0x00,0x00,
 0x6a,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x64,0x00,0x00,0x00,
 0x65,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x6c,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x64,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x63,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x6e,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x6e,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xf6,0x02,0x00,0x00,
-0xb8,0x02,0x00,0x00,0x63,0x00,0x00,0x00,0x2d,0x03,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xf5,0x02,0x00,0x00,
+0xb7,0x02,0x00,0x00,0x63,0x00,0x00,0x00,0x2c,0x03,0x00,0x00,
 0x71,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xf4,0x02,0x00,0x00,0x20,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0xf3,0x02,0x00,0x00,0x20,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x9d,0x00,0x00,0x00,0x71,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
 0x16,0x00,0x00,0x00,0x75,0x00,0x00,0x00,0x13,0x00,0x00,0x00,
 0x74,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x76,0x00,0x00,0x00,0x75,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
-0x6b,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0xf4,0x02,0x00,0x00,
+0x6b,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0xf3,0x02,0x00,0x00,
 0x76,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x70,0x00,0x00,0x00,
 0x71,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x77,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x70,0x00,0x00,0x00,
@@ -32551,9 +36280,9 @@ unsigned char matmul_id_f16_fp32_data[] = {
 0x16,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,0x13,0x00,0x00,0x00,
 0x7d,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x7f,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0xb7,0x02,0x00,0x00,
+0x06,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0xb6,0x02,0x00,0x00,
 0x7f,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x82,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0xf4,0x02,0x00,0x00,
+0x82,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0xf3,0x02,0x00,0x00,
 0x41,0x00,0x06,0x00,0x83,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
 0x7b,0x00,0x00,0x00,0x15,0x00,0x00,0x00,0x82,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x14,0x00,0x00,0x00,0x85,0x00,0x00,0x00,
@@ -32564,35 +36293,35 @@ unsigned char matmul_id_f16_fp32_data[] = {
 0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x88,0x00,0x00,0x00,
 0x89,0x00,0x00,0x00,0x8a,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x89,0x00,0x00,0x00,0x71,0x00,0x04,0x00,0x8b,0x00,0x00,0x00,
-0x93,0x00,0x00,0x00,0xf4,0x02,0x00,0x00,0x71,0x00,0x04,0x00,
-0x8b,0x00,0x00,0x00,0x95,0x00,0x00,0x00,0xb7,0x02,0x00,0x00,
+0x93,0x00,0x00,0x00,0xf3,0x02,0x00,0x00,0x71,0x00,0x04,0x00,
+0x8b,0x00,0x00,0x00,0x95,0x00,0x00,0x00,0xb6,0x02,0x00,0x00,
 0x50,0x00,0x05,0x00,0x8c,0x00,0x00,0x00,0x96,0x00,0x00,0x00,
 0x93,0x00,0x00,0x00,0x95,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
 0x97,0x00,0x00,0x00,0x98,0x00,0x00,0x00,0x90,0x00,0x00,0x00,
-0xf6,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0x98,0x00,0x00,0x00,
+0xf5,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0x98,0x00,0x00,0x00,
 0x96,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x9b,0x00,0x00,0x00,0xf6,0x02,0x00,0x00,0x9a,0x00,0x00,0x00,
+0x9b,0x00,0x00,0x00,0xf5,0x02,0x00,0x00,0x9a,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x8a,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x8a,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x2d,0x03,0x00,0x00,0xf6,0x02,0x00,0x00,0x6f,0x00,0x00,0x00,
+0x2c,0x03,0x00,0x00,0xf5,0x02,0x00,0x00,0x6f,0x00,0x00,0x00,
 0x9b,0x00,0x00,0x00,0x89,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x71,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x71,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,
-0xf4,0x02,0x00,0x00,0x9a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xf3,0x02,0x00,0x00,0x9a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x6e,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x70,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x65,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x65,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x9f,0x00,0x00,0x00,0xb7,0x02,0x00,0x00,0x9a,0x00,0x00,0x00,
+0x9f,0x00,0x00,0x00,0xb6,0x02,0x00,0x00,0x9a,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x62,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x64,0x00,0x00,0x00,0xe0,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0xa0,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,
 0xa2,0x00,0x00,0x00,0xae,0x00,0x05,0x00,0x6b,0x00,0x00,0x00,
-0xa5,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,0xb8,0x02,0x00,0x00,
+0xa5,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,0xb7,0x02,0x00,0x00,
 0xf7,0x00,0x03,0x00,0xa7,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0xa5,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,
 0xa7,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xa6,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xad,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xf9,0x00,0x02,0x00,0xac,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xa7,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x16,0x00,0x00,0x00,
 0xab,0x00,0x00,0x00,0x13,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xac,0x00,0x00,0x00,
@@ -32612,479 +36341,478 @@ unsigned char matmul_id_f16_fp32_data[] = {
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
 0xb9,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xbe,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xbe,0x00,0x00,0x00,
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+0x06,0x00,0x00,0x00,0x39,0x02,0x00,0x00,0x37,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x3a,0x02,0x00,0x00,0xb4,0x00,0x00,0x00,0x39,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3f,0x02,0x00,0x00,
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+0x06,0x00,0x00,0x00,0xba,0x02,0x00,0x00,0x20,0x00,0x00,0x00,
+0xdf,0x00,0x00,0x00,0xab,0x02,0x00,0x00,0x45,0x02,0x00,0x00,
+0xb0,0x00,0x05,0x00,0x6b,0x00,0x00,0x00,0x48,0x02,0x00,0x00,
+0xba,0x02,0x00,0x00,0xcb,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x44,0x02,0x00,0x00,0x45,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0x48,0x02,0x00,0x00,0x43,0x02,0x00,0x00,
+0x44,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x43,0x02,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x4a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x4c,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x45,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x45,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xac,0x02,0x00,0x00,0xbb,0x02,0x00,0x00,
-0x9a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x42,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x44,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xad,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xad,0x02,0x00,0x00,
-0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
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+0xa9,0x02,0x00,0x00,0x4d,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
+0x6b,0x00,0x00,0x00,0x50,0x02,0x00,0x00,0xbb,0x02,0x00,0x00,
+0x42,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x4c,0x02,0x00,0x00,
+0x4d,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0x50,0x02,0x00,0x00,0x4b,0x02,0x00,0x00,0x4c,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x4b,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x54,0x02,0x00,0x00,0xbb,0x02,0x00,0x00,
+0x43,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x55,0x02,0x00,0x00,0x3a,0x02,0x00,0x00,0x54,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x57,0x02,0x00,0x00,
+0x46,0x00,0x00,0x00,0x44,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x58,0x02,0x00,0x00,0x55,0x02,0x00,0x00,
+0x57,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x5c,0x02,0x00,0x00,0xba,0x02,0x00,0x00,0xda,0x01,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5d,0x02,0x00,0x00,
+0x40,0x02,0x00,0x00,0x5c,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x5f,0x02,0x00,0x00,0x4a,0x00,0x00,0x00,
+0xc8,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x60,0x02,0x00,0x00,0x5d,0x02,0x00,0x00,0x5f,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x62,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x62,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
+0xbd,0x02,0x00,0x00,0x20,0x00,0x00,0x00,0x4b,0x02,0x00,0x00,
+0xa7,0x02,0x00,0x00,0x65,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
+0x6b,0x00,0x00,0x00,0x68,0x02,0x00,0x00,0xbd,0x02,0x00,0x00,
+0xc8,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x64,0x02,0x00,0x00,
+0x65,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0x68,0x02,0x00,0x00,0x63,0x02,0x00,0x00,0x64,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x63,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x6c,0x02,0x00,0x00,0x60,0x02,0x00,0x00,
+0xbd,0x02,0x00,0x00,0xae,0x00,0x05,0x00,0x6b,0x00,0x00,0x00,
+0x6f,0x02,0x00,0x00,0x6c,0x02,0x00,0x00,0xb7,0x02,0x00,0x00,
+0xf7,0x00,0x03,0x00,0x71,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0x6f,0x02,0x00,0x00,0x70,0x02,0x00,0x00,
+0x71,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x70,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x64,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x71,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x97,0x00,0x00,0x00,
+0x75,0x02,0x00,0x00,0x90,0x00,0x00,0x00,0x6c,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x8c,0x00,0x00,0x00,0x76,0x02,0x00,0x00,
+0x75,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x78,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x78,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
+0x06,0x00,0x00,0x00,0xc3,0x02,0x00,0x00,0x20,0x00,0x00,0x00,
+0x71,0x02,0x00,0x00,0xa5,0x02,0x00,0x00,0x79,0x02,0x00,0x00,
+0xb0,0x00,0x05,0x00,0x6b,0x00,0x00,0x00,0x7e,0x02,0x00,0x00,
+0xc3,0x02,0x00,0x00,0x44,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x7a,0x02,0x00,0x00,0x79,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0x7e,0x02,0x00,0x00,0x79,0x02,0x00,0x00,
+0x7a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x79,0x02,0x00,0x00,
+0x51,0x00,0x05,0x00,0x8b,0x00,0x00,0x00,0x84,0x02,0x00,0x00,
+0x76,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0x71,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x85,0x02,0x00,0x00,0x84,0x02,0x00,0x00,
+0x41,0x00,0x05,0x00,0x16,0x00,0x00,0x00,0x87,0x02,0x00,0x00,
+0x13,0x00,0x00,0x00,0x86,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x88,0x02,0x00,0x00,0x87,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x89,0x02,0x00,0x00,
+0x85,0x02,0x00,0x00,0x88,0x02,0x00,0x00,0x51,0x00,0x05,0x00,
+0x8b,0x00,0x00,0x00,0x8b,0x02,0x00,0x00,0x76,0x02,0x00,0x00,
+0x00,0x00,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x8c,0x02,0x00,0x00,0x8b,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0x16,0x00,0x00,0x00,0x8e,0x02,0x00,0x00,0x13,0x00,0x00,0x00,
+0x8d,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x8f,0x02,0x00,0x00,0x8e,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x90,0x02,0x00,0x00,0x8c,0x02,0x00,0x00,
+0x8f,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x91,0x02,0x00,0x00,0x89,0x02,0x00,0x00,0x90,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x93,0x02,0x00,0x00,
+0x91,0x02,0x00,0x00,0x58,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x95,0x02,0x00,0x00,0x93,0x02,0x00,0x00,
+0xc3,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x97,0x02,0x00,0x00,0xba,0x02,0x00,0x00,0xc8,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x99,0x02,0x00,0x00,
+0x97,0x02,0x00,0x00,0xbd,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x9b,0x02,0x00,0x00,0x99,0x02,0x00,0x00,
+0x9a,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x9d,0x02,0x00,0x00,0xbb,0x02,0x00,0x00,0x44,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9e,0x02,0x00,0x00,
+0x9b,0x02,0x00,0x00,0x9d,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xa0,0x02,0x00,0x00,0x9e,0x02,0x00,0x00,
+0xc3,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xd8,0x00,0x00,0x00,
+0xa1,0x02,0x00,0x00,0xd5,0x00,0x00,0x00,0xa0,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0xcf,0x00,0x00,0x00,0xa2,0x02,0x00,0x00,
+0xa1,0x02,0x00,0x00,0x41,0x00,0x06,0x00,0x1a,0x01,0x00,0x00,
+0xa3,0x02,0x00,0x00,0x82,0x02,0x00,0x00,0x15,0x00,0x00,0x00,
+0x95,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0xa3,0x02,0x00,0x00,
+0xa2,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xa5,0x02,0x00,0x00,0xc3,0x02,0x00,0x00,0x9a,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x78,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x7a,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x65,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x65,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xa7,0x02,0x00,0x00,0xbd,0x02,0x00,0x00,
+0x9a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x62,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x64,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x4d,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x4d,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa9,0x02,0x00,0x00,
+0xbb,0x02,0x00,0x00,0x9a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x4a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x4c,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x45,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x45,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xab,0x02,0x00,0x00,0xba,0x02,0x00,0x00,0x9a,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x42,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x44,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xac,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xac,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,
+0x38,0x00,0x01,0x00,
 };
-const uint64_t matmul_id_f16_fp32_len = 10748;
+const uint64_t matmul_id_f32_f16_fp32_len = 10732;
 
-unsigned char matmul_id_f32_data[] = {
+unsigned char matmul_id_f32_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
 0x31,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x09,0x00,0x00,0x00,
@@ -33986,9 +37714,9 @@ unsigned char matmul_id_f32_data[] = {
 0xb0,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xb0,0x02,0x00,0x00,
 0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 };
-const uint64_t matmul_id_f32_len = 10796;
+const uint64_t matmul_id_f32_f32_len = 10796;
 
-unsigned char matmul_id_f32_aligned_data[] = {
+unsigned char matmul_id_f32_f32_aligned_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
 0x6d,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x09,0x00,0x00,0x00,
@@ -35001,9 +38729,9 @@ unsigned char matmul_id_f32_aligned_data[] = {
 0xfb,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 
 };
-const uint64_t matmul_id_f32_aligned_len = 12120;
+const uint64_t matmul_id_f32_f32_aligned_len = 12120;
 
-unsigned char matmul_id_f32_aligned_fp32_data[] = {
+unsigned char matmul_id_f32_f32_aligned_fp32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
 0x24,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x16,0x00,0x00,0x00,
@@ -35907,9 +39635,9 @@ unsigned char matmul_id_f32_aligned_fp32_data[] = {
 0xb2,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 
 };
-const uint64_t matmul_id_f32_aligned_fp32_len = 10812;
+const uint64_t matmul_id_f32_f32_aligned_fp32_len = 10812;
 
-unsigned char matmul_id_f32_fp32_data[] = {
+unsigned char matmul_id_f32_f32_fp32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
 0x2a,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x16,0x00,0x00,0x00,
@@ -36802,7 +40530,7 @@ unsigned char matmul_id_f32_fp32_data[] = {
 0xa9,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 
 };
-const uint64_t matmul_id_f32_fp32_len = 10680;
+const uint64_t matmul_id_f32_f32_fp32_len = 10680;
 
 unsigned char matmul_id_q2_k_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
@@ -36947,9 +40675,9 @@ unsigned char matmul_id_q2_k_f32_data[] = {
 0x43,0x00,0x00,0x00,0x44,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,
 0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x5e,0x00,0x00,0x00,
@@ -37060,7 +40788,7 @@ unsigned char matmul_id_q2_k_f32_data[] = {
 0x72,0x01,0x00,0x00,0x51,0x00,0x00,0x00,0x71,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x73,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x72,0x01,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x74,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x73,0x01,0x00,0x00,
 0x4e,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x90,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
@@ -37092,7 +40820,7 @@ unsigned char matmul_id_q2_k_f32_data[] = {
 0xc8,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0xc7,0x01,0x00,0x00,
 0x4e,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xcb,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xce,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
 0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xe9,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x42,0x00,0x00,0x00,
@@ -37262,7 +40990,7 @@ unsigned char matmul_id_q2_k_f32_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
 0xb2,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xbe,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xbe,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xbe,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
 0x06,0x00,0x00,0x00,0x06,0x03,0x00,0x00,0x20,0x00,0x00,0x00,
 0xa7,0x00,0x00,0x00,0xdb,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
@@ -37303,487 +41031,485 @@ unsigned char matmul_id_q2_k_f32_data[] = {
 0x18,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xf4,0x00,0x00,0x00,0xf1,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,
-0xf4,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xf4,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,0x1c,0x03,0x00,0x00,
 0xf5,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xf8,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,
-0xf1,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x50,0x00,0x00,0x00,
+0xf1,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x01,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,
+0x50,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x05,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,0x04,0x01,0x00,0x00,
+0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x08,0x01,0x00,0x00,
+0xf8,0x00,0x00,0x00,0x04,0x01,0x00,0x00,0x86,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
+0x0b,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x0e,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,0x0d,0x01,0x00,0x00,
+0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x11,0x01,0x00,0x00,
+0x08,0x01,0x00,0x00,0x10,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x12,0x01,0x00,0x00,0x11,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x01,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,0x00,0x01,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x05,0x01,0x00,0x00,
-0xf8,0x00,0x00,0x00,0x04,0x01,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x08,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,
-0x04,0x01,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x0c,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0e,0x01,0x00,0x00,
-0x0c,0x01,0x00,0x00,0x0d,0x01,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x11,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
-0x10,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x12,0x01,0x00,0x00,0x11,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x13,0x01,0x00,0x00,
-0x0e,0x01,0x00,0x00,0x12,0x01,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x17,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
-0x16,0x01,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1a,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1b,0x01,0x00,0x00,
-0x1a,0x01,0x00,0x00,0x10,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x1c,0x01,0x00,0x00,0x1b,0x01,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x2c,0x01,0x00,0x00,
-0x2d,0x01,0x00,0x00,0x29,0x01,0x00,0x00,0x15,0x00,0x00,0x00,
-0x05,0x01,0x00,0x00,0x9a,0x00,0x00,0x00,0x13,0x01,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x20,0x01,0x00,0x00,0x2e,0x01,0x00,0x00,
-0x2d,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x2f,0x01,0x00,0x00,0x2e,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x32,0x01,0x00,0x00,0x13,0x01,0x00,0x00,
-0x1b,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x2c,0x01,0x00,0x00,
-0x33,0x01,0x00,0x00,0x29,0x01,0x00,0x00,0x15,0x00,0x00,0x00,
-0x05,0x01,0x00,0x00,0x9a,0x00,0x00,0x00,0x32,0x01,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x20,0x01,0x00,0x00,0x34,0x01,0x00,0x00,
-0x33,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x35,0x01,0x00,0x00,0x34,0x01,0x00,0x00,0x50,0x00,0x05,0x00,
-0x1d,0x01,0x00,0x00,0x36,0x01,0x00,0x00,0x2f,0x01,0x00,0x00,
-0x35,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x2c,0x01,0x00,0x00,
-0x3a,0x01,0x00,0x00,0x29,0x01,0x00,0x00,0x15,0x00,0x00,0x00,
-0x05,0x01,0x00,0x00,0x15,0x00,0x00,0x00,0x17,0x01,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x20,0x01,0x00,0x00,0x3b,0x01,0x00,0x00,
-0x3a,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x3c,0x01,0x00,0x00,0x3b,0x01,0x00,0x00,0x41,0x00,0x07,0x00,
-0x41,0x01,0x00,0x00,0x42,0x01,0x00,0x00,0x29,0x01,0x00,0x00,
-0x15,0x00,0x00,0x00,0x05,0x01,0x00,0x00,0xaa,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x24,0x01,0x00,0x00,0x43,0x01,0x00,0x00,
-0x42,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0x3d,0x01,0x00,0x00,
-0x44,0x01,0x00,0x00,0x43,0x01,0x00,0x00,0x51,0x00,0x05,0x00,
-0xcf,0x00,0x00,0x00,0x47,0x01,0x00,0x00,0x44,0x01,0x00,0x00,
-0x00,0x00,0x00,0x00,0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x4a,0x01,0x00,0x00,0x3c,0x01,0x00,0x00,0x49,0x01,0x00,0x00,
-0x70,0x00,0x04,0x00,0xcf,0x00,0x00,0x00,0x4b,0x01,0x00,0x00,
-0x4a,0x01,0x00,0x00,0x85,0x00,0x05,0x00,0xcf,0x00,0x00,0x00,
-0x4c,0x01,0x00,0x00,0x47,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,
-0x50,0x00,0x05,0x00,0x1d,0x01,0x00,0x00,0x4f,0x01,0x00,0x00,
-0x1c,0x01,0x00,0x00,0x1c,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,
-0x1d,0x01,0x00,0x00,0x50,0x01,0x00,0x00,0x36,0x01,0x00,0x00,
-0x4f,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x1d,0x01,0x00,0x00,
-0x53,0x01,0x00,0x00,0x50,0x01,0x00,0x00,0x74,0x03,0x00,0x00,
-0x70,0x00,0x04,0x00,0x3d,0x01,0x00,0x00,0x54,0x01,0x00,0x00,
-0x53,0x01,0x00,0x00,0x8e,0x00,0x05,0x00,0x3d,0x01,0x00,0x00,
-0x55,0x01,0x00,0x00,0x54,0x01,0x00,0x00,0x4c,0x01,0x00,0x00,
-0x51,0x00,0x05,0x00,0xcf,0x00,0x00,0x00,0x57,0x01,0x00,0x00,
-0x44,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xc2,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x5a,0x01,0x00,0x00,0x3c,0x01,0x00,0x00,
-0x59,0x01,0x00,0x00,0x70,0x00,0x04,0x00,0xcf,0x00,0x00,0x00,
-0x5b,0x01,0x00,0x00,0x5a,0x01,0x00,0x00,0x85,0x00,0x05,0x00,
-0xcf,0x00,0x00,0x00,0x5c,0x01,0x00,0x00,0x57,0x01,0x00,0x00,
-0x5b,0x01,0x00,0x00,0x50,0x00,0x05,0x00,0x3d,0x01,0x00,0x00,
-0x5d,0x01,0x00,0x00,0x5c,0x01,0x00,0x00,0x5c,0x01,0x00,0x00,
-0x83,0x00,0x05,0x00,0x3d,0x01,0x00,0x00,0x5e,0x01,0x00,0x00,
-0x55,0x01,0x00,0x00,0x5d,0x01,0x00,0x00,0x51,0x00,0x05,0x00,
-0xcf,0x00,0x00,0x00,0x66,0x01,0x00,0x00,0x5e,0x01,0x00,0x00,
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-0x68,0x01,0x00,0x00,0x69,0x01,0x00,0x00,0x63,0x01,0x00,0x00,
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+0x8b,0x00,0x00,0x00,0xd5,0x02,0x00,0x00,0xc0,0x02,0x00,0x00,
+0x00,0x00,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xd6,0x02,0x00,0x00,0xd5,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0x16,0x00,0x00,0x00,0xd8,0x02,0x00,0x00,0x13,0x00,0x00,0x00,
+0xd7,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xd9,0x02,0x00,0x00,0xd8,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xda,0x02,0x00,0x00,0xd6,0x02,0x00,0x00,
+0xd9,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xdb,0x02,0x00,0x00,0xd3,0x02,0x00,0x00,0xda,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xdd,0x02,0x00,0x00,
+0xdb,0x02,0x00,0x00,0xa2,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xdf,0x02,0x00,0x00,0xdd,0x02,0x00,0x00,
+0x11,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xe1,0x02,0x00,0x00,0x08,0x03,0x00,0x00,0xc8,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe3,0x02,0x00,0x00,
+0xe1,0x02,0x00,0x00,0x0b,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xe5,0x02,0x00,0x00,0xe3,0x02,0x00,0x00,
+0xe4,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xe7,0x02,0x00,0x00,0x09,0x03,0x00,0x00,0x44,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe8,0x02,0x00,0x00,
+0xe5,0x02,0x00,0x00,0xe7,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xea,0x02,0x00,0x00,0xe8,0x02,0x00,0x00,
+0x11,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0xd8,0x00,0x00,0x00,
+0xeb,0x02,0x00,0x00,0xd5,0x00,0x00,0x00,0xea,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0xcf,0x00,0x00,0x00,0xec,0x02,0x00,0x00,
+0xeb,0x02,0x00,0x00,0x41,0x00,0x06,0x00,0xb7,0x01,0x00,0x00,
+0xed,0x02,0x00,0x00,0xcc,0x02,0x00,0x00,0x15,0x00,0x00,0x00,
+0xdf,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0xed,0x02,0x00,0x00,
+0xec,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xef,0x02,0x00,0x00,0x11,0x03,0x00,0x00,0x9a,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xc2,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xc4,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xaf,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xaf,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xf1,0x02,0x00,0x00,0x0b,0x03,0x00,0x00,
+0x9a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xac,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xae,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x97,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x97,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf3,0x02,0x00,0x00,
+0x09,0x03,0x00,0x00,0x9a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x94,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x96,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x8f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x8f,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xf5,0x02,0x00,0x00,0x08,0x03,0x00,0x00,0x9a,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x8c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x8e,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xf6,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xf6,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,
+0x38,0x00,0x01,0x00,
 };
-const uint64_t matmul_id_q2_k_f32_len = 11712;
+const uint64_t matmul_id_q2_k_f32_len = 11692;
 
 unsigned char matmul_id_q2_k_f32_aligned_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
@@ -39957,9 +43683,9 @@ unsigned char matmul_id_q2_k_f32_fp32_data[] = {
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
 0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x4f,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x54,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x59,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
 0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x5e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
@@ -40069,7 +43795,7 @@ unsigned char matmul_id_q2_k_f32_fp32_data[] = {
 0x06,0x00,0x00,0x00,0x70,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0x6f,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x71,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0x70,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x70,0x01,0x00,0x00,0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x72,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
 0x71,0x01,0x00,0x00,0x4e,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x8e,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
@@ -40100,7 +43826,7 @@ unsigned char matmul_id_q2_k_f32_fp32_data[] = {
 0xc4,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0xc3,0x01,0x00,0x00,
 0x4e,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc7,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xca,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
 0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xe5,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x42,0x00,0x00,0x00,
@@ -40268,7 +43994,7 @@ unsigned char matmul_id_q2_k_f32_fp32_data[] = {
 0xb4,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,
 0xb8,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xbb,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0xbb,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xbe,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xbe,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
 0xff,0x02,0x00,0x00,0x20,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,
@@ -40310,480 +44036,478 @@ unsigned char matmul_id_q2_k_f32_fp32_data[] = {
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
 0xf1,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xf6,0x00,0x00,0x00,0x15,0x03,0x00,0x00,0xf5,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,
 0xf6,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,0xf1,0x00,0x00,0x00,
-0xfd,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x00,0x01,0x00,0x00,0x50,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x01,0x01,0x00,0x00,
-0xfe,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x05,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,
-0x04,0x01,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x08,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,0x04,0x01,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,
-0x08,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x0e,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,
-0x0d,0x01,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x11,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x10,0x01,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x12,0x01,0x00,0x00,
-0x11,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x13,0x01,0x00,0x00,0x0e,0x01,0x00,0x00,
-0x12,0x01,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x17,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x16,0x01,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1a,0x01,0x00,0x00,
-0x08,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x1b,0x01,0x00,0x00,0x1a,0x01,0x00,0x00,
+0xfd,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x01,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
+0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x05,0x01,0x00,0x00,
+0xf8,0x00,0x00,0x00,0x04,0x01,0x00,0x00,0x89,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x08,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,
+0x04,0x01,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x0c,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0e,0x01,0x00,0x00,
+0x0c,0x01,0x00,0x00,0x0d,0x01,0x00,0x00,0x89,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x11,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
 0x10,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1c,0x01,0x00,0x00,0x1b,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x41,0x00,0x08,0x00,0x2c,0x01,0x00,0x00,0x2d,0x01,0x00,0x00,
-0x29,0x01,0x00,0x00,0x15,0x00,0x00,0x00,0x05,0x01,0x00,0x00,
-0x9a,0x00,0x00,0x00,0x13,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x20,0x01,0x00,0x00,0x2e,0x01,0x00,0x00,0x2d,0x01,0x00,0x00,
-0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x2f,0x01,0x00,0x00,
-0x2e,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x32,0x01,0x00,0x00,0x13,0x01,0x00,0x00,0x1b,0x00,0x00,0x00,
-0x41,0x00,0x08,0x00,0x2c,0x01,0x00,0x00,0x33,0x01,0x00,0x00,
-0x29,0x01,0x00,0x00,0x15,0x00,0x00,0x00,0x05,0x01,0x00,0x00,
-0x9a,0x00,0x00,0x00,0x32,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x20,0x01,0x00,0x00,0x34,0x01,0x00,0x00,0x33,0x01,0x00,0x00,
-0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x35,0x01,0x00,0x00,
-0x34,0x01,0x00,0x00,0x50,0x00,0x05,0x00,0x1d,0x01,0x00,0x00,
-0x36,0x01,0x00,0x00,0x2f,0x01,0x00,0x00,0x35,0x01,0x00,0x00,
-0x41,0x00,0x08,0x00,0x2c,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,
-0x29,0x01,0x00,0x00,0x15,0x00,0x00,0x00,0x05,0x01,0x00,0x00,
-0x15,0x00,0x00,0x00,0x17,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x20,0x01,0x00,0x00,0x3b,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,
-0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x3c,0x01,0x00,0x00,
-0x3b,0x01,0x00,0x00,0x41,0x00,0x07,0x00,0x41,0x01,0x00,0x00,
-0x42,0x01,0x00,0x00,0x29,0x01,0x00,0x00,0x15,0x00,0x00,0x00,
-0x05,0x01,0x00,0x00,0xaa,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x24,0x01,0x00,0x00,0x43,0x01,0x00,0x00,0x42,0x01,0x00,0x00,
-0x73,0x00,0x04,0x00,0x3d,0x01,0x00,0x00,0x44,0x01,0x00,0x00,
-0x43,0x01,0x00,0x00,0x51,0x00,0x05,0x00,0xcf,0x00,0x00,0x00,
-0x47,0x01,0x00,0x00,0x44,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
-0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x4a,0x01,0x00,0x00,
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+0xa5,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
+0x04,0x03,0x00,0x00,0x20,0x00,0x00,0x00,0x8e,0x02,0x00,0x00,
+0xea,0x02,0x00,0x00,0xa8,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
+0x6b,0x00,0x00,0x00,0xab,0x02,0x00,0x00,0x04,0x03,0x00,0x00,
+0xc8,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xa7,0x02,0x00,0x00,
+0xa8,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0xab,0x02,0x00,0x00,0xa6,0x02,0x00,0x00,0xa7,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xa6,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xaf,0x02,0x00,0x00,0xa3,0x02,0x00,0x00,
+0x04,0x03,0x00,0x00,0xae,0x00,0x05,0x00,0x6b,0x00,0x00,0x00,
+0xb2,0x02,0x00,0x00,0xaf,0x02,0x00,0x00,0xfe,0x02,0x00,0x00,
+0xf7,0x00,0x03,0x00,0xb4,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0xb2,0x02,0x00,0x00,0xb3,0x02,0x00,0x00,
+0xb4,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xb3,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xa7,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xb4,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x97,0x00,0x00,0x00,
+0xb8,0x02,0x00,0x00,0x90,0x00,0x00,0x00,0xaf,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x8c,0x00,0x00,0x00,0xb9,0x02,0x00,0x00,
+0xb8,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xbb,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xbb,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
+0x06,0x00,0x00,0x00,0x0a,0x03,0x00,0x00,0x20,0x00,0x00,0x00,
+0xb4,0x02,0x00,0x00,0xe8,0x02,0x00,0x00,0xbc,0x02,0x00,0x00,
+0xb0,0x00,0x05,0x00,0x6b,0x00,0x00,0x00,0xc1,0x02,0x00,0x00,
+0x0a,0x03,0x00,0x00,0x44,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xbd,0x02,0x00,0x00,0xbc,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0xc1,0x02,0x00,0x00,0xbc,0x02,0x00,0x00,
+0xbd,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xbc,0x02,0x00,0x00,
+0x51,0x00,0x05,0x00,0x8b,0x00,0x00,0x00,0xc7,0x02,0x00,0x00,
+0xb9,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0x71,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0xc8,0x02,0x00,0x00,0xc7,0x02,0x00,0x00,
+0x41,0x00,0x05,0x00,0x16,0x00,0x00,0x00,0xca,0x02,0x00,0x00,
+0x13,0x00,0x00,0x00,0xc9,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0xcb,0x02,0x00,0x00,0xca,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xcc,0x02,0x00,0x00,
+0xc8,0x02,0x00,0x00,0xcb,0x02,0x00,0x00,0x51,0x00,0x05,0x00,
+0x8b,0x00,0x00,0x00,0xce,0x02,0x00,0x00,0xb9,0x02,0x00,0x00,
+0x00,0x00,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xcf,0x02,0x00,0x00,0xce,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0x16,0x00,0x00,0x00,0xd1,0x02,0x00,0x00,0x13,0x00,0x00,0x00,
+0xd0,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xd2,0x02,0x00,0x00,0xd1,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xd3,0x02,0x00,0x00,0xcf,0x02,0x00,0x00,
+0xd2,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xd4,0x02,0x00,0x00,0xcc,0x02,0x00,0x00,0xd3,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd6,0x02,0x00,0x00,
+0xd4,0x02,0x00,0x00,0x9b,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xd8,0x02,0x00,0x00,0xd6,0x02,0x00,0x00,
+0x0a,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xda,0x02,0x00,0x00,0x01,0x03,0x00,0x00,0xc8,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xdc,0x02,0x00,0x00,
+0xda,0x02,0x00,0x00,0x04,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xde,0x02,0x00,0x00,0xdc,0x02,0x00,0x00,
+0xdd,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xe0,0x02,0x00,0x00,0x02,0x03,0x00,0x00,0x44,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe1,0x02,0x00,0x00,
+0xde,0x02,0x00,0x00,0xe0,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xe3,0x02,0x00,0x00,0xe1,0x02,0x00,0x00,
+0x0a,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0xd8,0x00,0x00,0x00,
+0xe4,0x02,0x00,0x00,0xd5,0x00,0x00,0x00,0xe3,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0xcf,0x00,0x00,0x00,0xe5,0x02,0x00,0x00,
+0xe4,0x02,0x00,0x00,0x41,0x00,0x06,0x00,0xb5,0x01,0x00,0x00,
+0xe6,0x02,0x00,0x00,0xc5,0x02,0x00,0x00,0x15,0x00,0x00,0x00,
+0xd8,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0xe6,0x02,0x00,0x00,
+0xe5,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xe8,0x02,0x00,0x00,0x0a,0x03,0x00,0x00,0x9a,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xbb,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xbd,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xa8,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xa8,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xea,0x02,0x00,0x00,0x04,0x03,0x00,0x00,
+0x9a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xa5,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xa7,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x90,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x90,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xec,0x02,0x00,0x00,
+0x02,0x03,0x00,0x00,0x9a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x8d,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x8f,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x88,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x88,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xee,0x02,0x00,0x00,0x01,0x03,0x00,0x00,0x9a,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x85,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x87,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xef,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xef,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,
+0x38,0x00,0x01,0x00,
 };
-const uint64_t matmul_id_q2_k_f32_fp32_len = 11592;
+const uint64_t matmul_id_q2_k_f32_fp32_len = 11572;
 
 unsigned char matmul_id_q3_k_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
@@ -40932,9 +44656,9 @@ unsigned char matmul_id_q3_k_f32_data[] = {
 0x44,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x4e,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
 0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x5e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
@@ -41046,7 +44770,7 @@ unsigned char matmul_id_q3_k_f32_data[] = {
 0x06,0x00,0x00,0x00,0xf2,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0xf1,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xf3,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0xf2,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0xf2,0x01,0x00,0x00,0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xf4,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
 0xf3,0x01,0x00,0x00,0x4e,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x10,0x02,0x00,0x00,0x80,0x00,0x00,0x00,
@@ -41078,7 +44802,7 @@ unsigned char matmul_id_q3_k_f32_data[] = {
 0x06,0x00,0x00,0x00,0x48,0x02,0x00,0x00,0x86,0x00,0x00,0x00,
 0x47,0x02,0x00,0x00,0x4e,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x4b,0x02,0x00,0x00,0x86,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x4e,0x02,0x00,0x00,0x86,0x00,0x00,0x00,
 0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x69,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
@@ -41246,7 +44970,7 @@ unsigned char matmul_id_q3_k_f32_data[] = {
 0xb4,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,
 0xb8,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xbb,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0xbb,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xbe,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xbe,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
 0x82,0x03,0x00,0x00,0x20,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,
@@ -41288,641 +45012,640 @@ unsigned char matmul_id_q3_k_f32_data[] = {
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
 0xf1,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xf6,0x00,0x00,0x00,0x98,0x03,0x00,0x00,0xf5,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,
 0xf6,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,0xf1,0x00,0x00,0x00,
-0xfd,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x00,0x01,0x00,0x00,0x50,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x01,0x01,0x00,0x00,
-0xfe,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x05,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,
-0x04,0x01,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x08,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,0x04,0x01,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,
-0x08,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x10,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,
-0x0f,0x01,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x13,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x12,0x01,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x14,0x01,0x00,0x00,
-0x13,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x15,0x01,0x00,0x00,0x10,0x01,0x00,0x00,
-0x14,0x01,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x22,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x21,0x01,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x25,0x01,0x00,0x00,
-0x08,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x26,0x01,0x00,0x00,0x25,0x01,0x00,0x00,
+0xfd,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x01,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
+0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x05,0x01,0x00,0x00,
+0xf8,0x00,0x00,0x00,0x04,0x01,0x00,0x00,0x89,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x08,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,
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+0x27,0x03,0x00,0x00,0x29,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,
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+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x87,0x03,0x00,0x00,
+0x20,0x00,0x00,0x00,0x15,0x03,0x00,0x00,0x71,0x03,0x00,0x00,
+0x2f,0x03,0x00,0x00,0xb0,0x00,0x05,0x00,0x6b,0x00,0x00,0x00,
+0x32,0x03,0x00,0x00,0x87,0x03,0x00,0x00,0xc8,0x00,0x00,0x00,
+0xf6,0x00,0x04,0x00,0x2e,0x03,0x00,0x00,0x2f,0x03,0x00,0x00,
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+0x39,0x03,0x00,0x00,0x3a,0x03,0x00,0x00,0x3b,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x3a,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,
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+0x8d,0x03,0x00,0x00,0x20,0x00,0x00,0x00,0x3b,0x03,0x00,0x00,
+0x6f,0x03,0x00,0x00,0x43,0x03,0x00,0x00,0xb0,0x00,0x05,0x00,
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+0x52,0x03,0x00,0x00,0x51,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
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+0x52,0x03,0x00,0x00,0x51,0x00,0x05,0x00,0x8b,0x00,0x00,0x00,
+0x55,0x03,0x00,0x00,0x40,0x03,0x00,0x00,0x00,0x00,0x00,0x00,
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+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5b,0x03,0x00,0x00,
+0x53,0x03,0x00,0x00,0x5a,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x5d,0x03,0x00,0x00,0x5b,0x03,0x00,0x00,
+0x22,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x5f,0x03,0x00,0x00,0x5d,0x03,0x00,0x00,0x8d,0x03,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x61,0x03,0x00,0x00,
+0x84,0x03,0x00,0x00,0xc8,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x63,0x03,0x00,0x00,0x61,0x03,0x00,0x00,
+0x87,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x65,0x03,0x00,0x00,0x63,0x03,0x00,0x00,0x64,0x03,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x67,0x03,0x00,0x00,
+0x85,0x03,0x00,0x00,0x44,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x68,0x03,0x00,0x00,0x65,0x03,0x00,0x00,
+0x67,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x6a,0x03,0x00,0x00,0x68,0x03,0x00,0x00,0x8d,0x03,0x00,0x00,
+0x41,0x00,0x05,0x00,0xd8,0x00,0x00,0x00,0x6b,0x03,0x00,0x00,
+0xd5,0x00,0x00,0x00,0x6a,0x03,0x00,0x00,0x3d,0x00,0x04,0x00,
+0xcf,0x00,0x00,0x00,0x6c,0x03,0x00,0x00,0x6b,0x03,0x00,0x00,
+0x41,0x00,0x06,0x00,0x37,0x02,0x00,0x00,0x6d,0x03,0x00,0x00,
+0x4c,0x03,0x00,0x00,0x15,0x00,0x00,0x00,0x5f,0x03,0x00,0x00,
+0x3e,0x00,0x03,0x00,0x6d,0x03,0x00,0x00,0x6c,0x03,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6f,0x03,0x00,0x00,
+0x8d,0x03,0x00,0x00,0x9a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x42,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x44,0x03,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x2f,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x2f,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x71,0x03,0x00,0x00,0x87,0x03,0x00,0x00,0x9a,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x2c,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x2e,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,0x17,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x17,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x73,0x03,0x00,0x00,0x85,0x03,0x00,0x00,
+0x9a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x14,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x16,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x0f,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x0f,0x03,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x75,0x03,0x00,0x00,
+0x84,0x03,0x00,0x00,0x9a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x0c,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x0e,0x03,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x76,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x76,0x03,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+
 };
-const uint64_t matmul_id_q3_k_f32_len = 13616;
+const uint64_t matmul_id_q3_k_f32_len = 13596;
 
 unsigned char matmul_id_q3_k_f32_aligned_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
@@ -44417,9 +48140,9 @@ unsigned char matmul_id_q3_k_f32_fp32_data[] = {
 0x43,0x00,0x00,0x00,0x44,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,
 0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x5e,0x00,0x00,0x00,
@@ -44531,7 +48254,7 @@ unsigned char matmul_id_q3_k_f32_fp32_data[] = {
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xf0,0x01,0x00,0x00,
 0x51,0x00,0x00,0x00,0xef,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xf1,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0xf0,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0xf0,0x01,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xf2,0x01,0x00,0x00,
 0x86,0x00,0x00,0x00,0xf1,0x01,0x00,0x00,0x4e,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x0e,0x02,0x00,0x00,
@@ -44562,7 +48285,7 @@ unsigned char matmul_id_q3_k_f32_fp32_data[] = {
 0x06,0x00,0x00,0x00,0x44,0x02,0x00,0x00,0x86,0x00,0x00,0x00,
 0x43,0x02,0x00,0x00,0x4e,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x47,0x02,0x00,0x00,0x86,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x4a,0x02,0x00,0x00,0x86,0x00,0x00,0x00,
 0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x65,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
@@ -44729,7 +48452,7 @@ unsigned char matmul_id_q3_k_f32_fp32_data[] = {
 0xb7,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xb9,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
-0xb9,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xb9,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xbe,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xbe,0x00,0x00,0x00,
 0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x7b,0x03,0x00,0x00,
 0x20,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0xdb,0x00,0x00,0x00,
@@ -44770,635 +48493,634 @@ unsigned char matmul_id_q3_k_f32_fp32_data[] = {
 0x55,0x00,0x00,0x00,0x8d,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0xf1,0x00,0x00,0x00,
 0xb7,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xf5,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0xf5,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,
 0x91,0x03,0x00,0x00,0xf5,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,
 0x50,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xfe,0x00,0x00,0x00,0xf1,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x00,0x01,0x00,0x00,
-0x50,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x01,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,
-0x00,0x01,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x05,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,0x04,0x01,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x08,0x01,0x00,0x00,
-0xf8,0x00,0x00,0x00,0x04,0x01,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
-0x0b,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x10,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,0x0f,0x01,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x13,0x01,0x00,0x00,
-0x08,0x01,0x00,0x00,0x12,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x14,0x01,0x00,0x00,0x13,0x01,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x15,0x01,0x00,0x00,0x10,0x01,0x00,0x00,0x14,0x01,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x22,0x01,0x00,0x00,
-0x08,0x01,0x00,0x00,0x21,0x01,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x25,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
-0x0b,0x01,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x26,0x01,0x00,0x00,0x25,0x01,0x00,0x00,0x12,0x01,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x29,0x01,0x00,0x00,
-0x26,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x2c,0x01,0x00,0x00,0x1d,0x01,0x00,0x00,
-0x0c,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x2e,0x01,0x00,0x00,0x2c,0x01,0x00,0x00,0x26,0x01,0x00,0x00,
-0xc4,0x00,0x05,0x00,0x14,0x00,0x00,0x00,0x2f,0x01,0x00,0x00,
-0x9a,0x00,0x00,0x00,0x2e,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x30,0x01,0x00,0x00,0x2f,0x01,0x00,0x00,
-0xb0,0x00,0x05,0x00,0x6b,0x00,0x00,0x00,0x35,0x01,0x00,0x00,
-0x22,0x01,0x00,0x00,0x1d,0x01,0x00,0x00,0xf7,0x00,0x03,0x00,
-0x39,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0x35,0x01,0x00,0x00,0x38,0x01,0x00,0x00,0x5b,0x01,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x38,0x01,0x00,0x00,0x82,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x47,0x01,0x00,0x00,0x22,0x01,0x00,0x00,
-0x20,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x48,0x01,0x00,0x00,
-0x49,0x01,0x00,0x00,0x44,0x01,0x00,0x00,0x15,0x00,0x00,0x00,
-0x05,0x01,0x00,0x00,0xaa,0x00,0x00,0x00,0x47,0x01,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x3a,0x01,0x00,0x00,0x4a,0x01,0x00,0x00,
-0x49,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x4b,0x01,0x00,0x00,0x4a,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
-0x14,0x00,0x00,0x00,0x4c,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,
-0xc7,0x00,0x05,0x00,0x14,0x00,0x00,0x00,0x4e,0x01,0x00,0x00,
-0x4c,0x01,0x00,0x00,0x4d,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x51,0x01,0x00,0x00,0x22,0x01,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x01,0x01,0x00,0x00,
+0xfe,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x05,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,
+0x04,0x01,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x08,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,0x04,0x01,0x00,0x00,
+0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,
+0x08,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x10,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,
+0x0f,0x01,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x13,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x12,0x01,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x14,0x01,0x00,0x00,
+0x13,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x15,0x01,0x00,0x00,0x10,0x01,0x00,0x00,
+0x14,0x01,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x22,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x21,0x01,0x00,0x00,
+0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x25,0x01,0x00,0x00,
+0x08,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,0x86,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x26,0x01,0x00,0x00,0x25,0x01,0x00,0x00,
+0x12,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x29,0x01,0x00,0x00,0x26,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2c,0x01,0x00,0x00,
+0x1d,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x2e,0x01,0x00,0x00,0x2c,0x01,0x00,0x00,
+0x26,0x01,0x00,0x00,0xc4,0x00,0x05,0x00,0x14,0x00,0x00,0x00,
+0x2f,0x01,0x00,0x00,0x9a,0x00,0x00,0x00,0x2e,0x01,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x30,0x01,0x00,0x00,
+0x2f,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0x6b,0x00,0x00,0x00,
+0x35,0x01,0x00,0x00,0x22,0x01,0x00,0x00,0x1d,0x01,0x00,0x00,
+0xf7,0x00,0x03,0x00,0x39,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0x35,0x01,0x00,0x00,0x38,0x01,0x00,0x00,
+0x5b,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x38,0x01,0x00,0x00,
+0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x47,0x01,0x00,0x00,
+0x22,0x01,0x00,0x00,0x20,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
+0x48,0x01,0x00,0x00,0x49,0x01,0x00,0x00,0x44,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x05,0x01,0x00,0x00,0xaa,0x00,0x00,0x00,
+0x47,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x3a,0x01,0x00,0x00,
+0x4a,0x01,0x00,0x00,0x49,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x4b,0x01,0x00,0x00,0x4a,0x01,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x14,0x00,0x00,0x00,0x4c,0x01,0x00,0x00,
+0x4b,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x14,0x00,0x00,0x00,
+0x4e,0x01,0x00,0x00,0x4c,0x01,0x00,0x00,0x4d,0x01,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x51,0x01,0x00,0x00,
+0x22,0x01,0x00,0x00,0x21,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
+0x48,0x01,0x00,0x00,0x52,0x01,0x00,0x00,0x44,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x05,0x01,0x00,0x00,0xaa,0x00,0x00,0x00,
+0x51,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x3a,0x01,0x00,0x00,
+0x53,0x01,0x00,0x00,0x52,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,
+0x3a,0x01,0x00,0x00,0x54,0x01,0x00,0x00,0x53,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x55,0x01,0x00,0x00,0x54,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
+0x14,0x00,0x00,0x00,0x56,0x01,0x00,0x00,0x55,0x01,0x00,0x00,
+0xc7,0x00,0x05,0x00,0x14,0x00,0x00,0x00,0x57,0x01,0x00,0x00,
+0x56,0x01,0x00,0x00,0xb5,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,
+0x14,0x00,0x00,0x00,0x59,0x01,0x00,0x00,0x57,0x01,0x00,0x00,
+0x58,0x01,0x00,0x00,0xc5,0x00,0x05,0x00,0x14,0x00,0x00,0x00,
+0x5a,0x01,0x00,0x00,0x4e,0x01,0x00,0x00,0x59,0x01,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x39,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x5b,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0x6b,0x00,0x00,0x00,
+0x5d,0x01,0x00,0x00,0x22,0x01,0x00,0x00,0x21,0x01,0x00,0x00,
+0xf7,0x00,0x03,0x00,0x60,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0x5d,0x01,0x00,0x00,0x5f,0x01,0x00,0x00,
+0x74,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x5f,0x01,0x00,0x00,
+0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x63,0x01,0x00,0x00,
+0x22,0x01,0x00,0x00,0x20,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
+0x48,0x01,0x00,0x00,0x64,0x01,0x00,0x00,0x44,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x05,0x01,0x00,0x00,0xaa,0x00,0x00,0x00,
+0x63,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x3a,0x01,0x00,0x00,
+0x65,0x01,0x00,0x00,0x64,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x66,0x01,0x00,0x00,0x65,0x01,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x14,0x00,0x00,0x00,0x67,0x01,0x00,0x00,
+0x66,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x14,0x00,0x00,0x00,
+0x68,0x01,0x00,0x00,0x67,0x01,0x00,0x00,0x4d,0x01,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6b,0x01,0x00,0x00,
+0x22,0x01,0x00,0x00,0x1d,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
+0x48,0x01,0x00,0x00,0x6c,0x01,0x00,0x00,0x44,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x05,0x01,0x00,0x00,0xaa,0x00,0x00,0x00,
+0x6b,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x3a,0x01,0x00,0x00,
+0x6d,0x01,0x00,0x00,0x6c,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,
+0x3a,0x01,0x00,0x00,0x6e,0x01,0x00,0x00,0x6d,0x01,0x00,0x00,
+0xaa,0x00,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x6f,0x01,0x00,0x00,0x6e,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
+0x14,0x00,0x00,0x00,0x70,0x01,0x00,0x00,0x6f,0x01,0x00,0x00,
+0xc7,0x00,0x05,0x00,0x14,0x00,0x00,0x00,0x71,0x01,0x00,0x00,
+0x70,0x01,0x00,0x00,0xb5,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,
+0x14,0x00,0x00,0x00,0x72,0x01,0x00,0x00,0x71,0x01,0x00,0x00,
+0x58,0x01,0x00,0x00,0xc5,0x00,0x05,0x00,0x14,0x00,0x00,0x00,
+0x73,0x01,0x00,0x00,0x68,0x01,0x00,0x00,0x72,0x01,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x60,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x74,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0x6b,0x00,0x00,0x00,
+0x76,0x01,0x00,0x00,0x22,0x01,0x00,0x00,0x3d,0x01,0x00,0x00,
+0xf7,0x00,0x03,0x00,0x79,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0x76,0x01,0x00,0x00,0x78,0x01,0x00,0x00,
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+0x9a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x0d,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x0f,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x08,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x08,0x03,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6e,0x03,0x00,0x00,
+0x7d,0x03,0x00,0x00,0x9a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x05,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x07,0x03,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x6f,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x6f,0x03,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+
 };
-const uint64_t matmul_id_q3_k_f32_fp32_len = 13496;
+const uint64_t matmul_id_q3_k_f32_fp32_len = 13476;
 
 unsigned char matmul_id_q4_0_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
@@ -45540,9 +49262,9 @@ unsigned char matmul_id_q4_0_f32_data[] = {
 0x43,0x00,0x00,0x00,0x44,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,
 0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x5e,0x00,0x00,0x00,
@@ -45643,7 +49365,7 @@ unsigned char matmul_id_q4_0_f32_data[] = {
 0x06,0x00,0x00,0x00,0x41,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0x40,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x42,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0x41,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x41,0x01,0x00,0x00,0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x43,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
 0x42,0x01,0x00,0x00,0x4e,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x5f,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
@@ -45675,7 +49397,7 @@ unsigned char matmul_id_q4_0_f32_data[] = {
 0x06,0x00,0x00,0x00,0x97,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
 0x96,0x01,0x00,0x00,0x4e,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x9a,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x9d,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
 0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xb8,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
@@ -45845,7 +49567,7 @@ unsigned char matmul_id_q4_0_f32_data[] = {
 0xb7,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xb9,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
-0xb9,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xb9,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xbe,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xbe,0x00,0x00,0x00,
 0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xd3,0x02,0x00,0x00,
 0x20,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0xdb,0x00,0x00,0x00,
@@ -45886,7 +49608,7 @@ unsigned char matmul_id_q4_0_f32_data[] = {
 0x55,0x00,0x00,0x00,0xe5,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0xf1,0x00,0x00,0x00,
 0xb7,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xf5,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0xf5,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,
 0xe9,0x02,0x00,0x00,0xf5,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,
@@ -48385,9 +52107,9 @@ unsigned char matmul_id_q4_0_f32_fp32_data[] = {
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
 0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x4f,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x54,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x59,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
 0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x5e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
@@ -48487,7 +52209,7 @@ unsigned char matmul_id_q4_0_f32_fp32_data[] = {
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x3f,0x01,0x00,0x00,
 0x51,0x00,0x00,0x00,0x3e,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x40,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0x3f,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x3f,0x01,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x41,0x01,0x00,0x00,
 0x86,0x00,0x00,0x00,0x40,0x01,0x00,0x00,0x4e,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x5d,0x01,0x00,0x00,
@@ -48518,7 +52240,7 @@ unsigned char matmul_id_q4_0_f32_fp32_data[] = {
 0x06,0x00,0x00,0x00,0x93,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
 0x92,0x01,0x00,0x00,0x4e,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x96,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x99,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
 0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xb4,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
@@ -48687,7 +52409,7 @@ unsigned char matmul_id_q4_0_f32_fp32_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
 0xb2,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xbe,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xbe,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xbe,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
 0x06,0x00,0x00,0x00,0xcc,0x02,0x00,0x00,0x20,0x00,0x00,0x00,
 0xa7,0x00,0x00,0x00,0xdb,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
@@ -48728,7 +52450,7 @@ unsigned char matmul_id_q4_0_f32_fp32_data[] = {
 0xde,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xf4,0x00,0x00,0x00,0xf1,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,
-0xf4,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xf4,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,0xe2,0x02,0x00,0x00,
 0xf5,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xf8,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
@@ -49301,9 +53023,9 @@ unsigned char matmul_id_q4_1_f32_data[] = {
 0x44,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x4e,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
 0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x5e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
@@ -49403,7 +53125,7 @@ unsigned char matmul_id_q4_1_f32_data[] = {
 0x46,0x01,0x00,0x00,0x51,0x00,0x00,0x00,0x45,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x47,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x46,0x01,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x48,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x47,0x01,0x00,0x00,
 0x4e,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x64,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
@@ -49435,7 +53157,7 @@ unsigned char matmul_id_q4_1_f32_data[] = {
 0x9c,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x9b,0x01,0x00,0x00,
 0x4e,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x9f,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xa2,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
 0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xbd,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x42,0x00,0x00,0x00,
@@ -49603,7 +53325,7 @@ unsigned char matmul_id_q4_1_f32_data[] = {
 0xb7,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xb9,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
-0xb9,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xb9,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xbe,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xbe,0x00,0x00,0x00,
 0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xd8,0x02,0x00,0x00,
 0x20,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0xdb,0x00,0x00,0x00,
@@ -49644,7 +53366,7 @@ unsigned char matmul_id_q4_1_f32_data[] = {
 0x55,0x00,0x00,0x00,0xea,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0xf1,0x00,0x00,0x00,
 0xb7,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xf5,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0xf5,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,
 0xee,0x02,0x00,0x00,0xf5,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,
@@ -52162,9 +55884,9 @@ unsigned char matmul_id_q4_1_f32_fp32_data[] = {
 0x43,0x00,0x00,0x00,0x44,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,
 0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x5e,0x00,0x00,0x00,
@@ -52264,7 +55986,7 @@ unsigned char matmul_id_q4_1_f32_fp32_data[] = {
 0x06,0x00,0x00,0x00,0x44,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0x43,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x45,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0x44,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x44,0x01,0x00,0x00,0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x46,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
 0x45,0x01,0x00,0x00,0x4e,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x62,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
@@ -52295,7 +56017,7 @@ unsigned char matmul_id_q4_1_f32_fp32_data[] = {
 0x98,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x97,0x01,0x00,0x00,
 0x4e,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x9b,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x9e,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
 0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xb9,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x42,0x00,0x00,0x00,
@@ -52462,7 +56184,7 @@ unsigned char matmul_id_q4_1_f32_fp32_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
 0xb2,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xbe,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xbe,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xbe,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
 0x06,0x00,0x00,0x00,0xd1,0x02,0x00,0x00,0x20,0x00,0x00,0x00,
 0xa7,0x00,0x00,0x00,0xdb,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
@@ -52503,7 +56225,7 @@ unsigned char matmul_id_q4_1_f32_fp32_data[] = {
 0xe3,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xf4,0x00,0x00,0x00,0xf1,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,
-0xf4,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xf4,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,0xe7,0x02,0x00,0x00,
 0xf5,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xf8,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
@@ -53085,9 +56807,9 @@ unsigned char matmul_id_q4_k_f32_data[] = {
 0x44,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x4e,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
 0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x5e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
@@ -53197,7 +56919,7 @@ unsigned char matmul_id_q4_k_f32_data[] = {
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xad,0x01,0x00,0x00,
 0x51,0x00,0x00,0x00,0xac,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xae,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0xad,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0xad,0x01,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xaf,0x01,0x00,0x00,
 0x86,0x00,0x00,0x00,0xae,0x01,0x00,0x00,0x4e,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xcb,0x01,0x00,0x00,
@@ -53229,7 +56951,7 @@ unsigned char matmul_id_q4_k_f32_data[] = {
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x03,0x02,0x00,0x00,
 0x86,0x00,0x00,0x00,0x02,0x02,0x00,0x00,0x4e,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x06,0x02,0x00,0x00,
-0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x09,0x02,0x00,0x00,
 0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x24,0x02,0x00,0x00,
@@ -53398,7 +57120,7 @@ unsigned char matmul_id_q4_k_f32_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
 0xb2,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xbe,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xbe,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xbe,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
 0x06,0x00,0x00,0x00,0x3f,0x03,0x00,0x00,0x20,0x00,0x00,0x00,
 0xa7,0x00,0x00,0x00,0xdb,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
@@ -53439,557 +57161,555 @@ unsigned char matmul_id_q4_k_f32_data[] = {
 0x51,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xf4,0x00,0x00,0x00,0xf1,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,
-0xf4,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xf4,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,0x55,0x03,0x00,0x00,
 0xf5,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xf8,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,
-0xf1,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x50,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x01,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,0x00,0x01,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x05,0x01,0x00,0x00,
-0xf8,0x00,0x00,0x00,0x04,0x01,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x08,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,
-0x04,0x01,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x0c,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0f,0x01,0x00,0x00,
-0x08,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x11,0x01,0x00,0x00,0x0f,0x01,0x00,0x00,
-0x10,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x14,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x16,0x01,0x00,0x00,
-0x14,0x01,0x00,0x00,0x11,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x19,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,
+0xf1,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x01,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,
+0x50,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x05,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,0x04,0x01,0x00,0x00,
+0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x08,0x01,0x00,0x00,
+0xf8,0x00,0x00,0x00,0x04,0x01,0x00,0x00,0x86,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
 0x0b,0x01,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1b,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x10,0x01,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1c,0x01,0x00,0x00,
-0x1b,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x1d,0x01,0x00,0x00,0x19,0x01,0x00,0x00,
-0x1c,0x01,0x00,0x00,0x41,0x00,0x07,0x00,0x2d,0x01,0x00,0x00,
-0x2e,0x01,0x00,0x00,0x2b,0x01,0x00,0x00,0x15,0x00,0x00,0x00,
-0x05,0x01,0x00,0x00,0x15,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x22,0x01,0x00,0x00,0x2f,0x01,0x00,0x00,0x2e,0x01,0x00,0x00,
-0x73,0x00,0x04,0x00,0x1e,0x01,0x00,0x00,0x30,0x01,0x00,0x00,
-0x2f,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0x6b,0x00,0x00,0x00,
-0x33,0x01,0x00,0x00,0x16,0x01,0x00,0x00,0x32,0x01,0x00,0x00,
-0xf7,0x00,0x03,0x00,0x35,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
-0xfa,0x00,0x04,0x00,0x33,0x01,0x00,0x00,0x34,0x01,0x00,0x00,
-0x4f,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x34,0x01,0x00,0x00,
-0x41,0x00,0x08,0x00,0x3a,0x01,0x00,0x00,0x3b,0x01,0x00,0x00,
+0x0f,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,
+0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x11,0x01,0x00,0x00,
+0x0f,0x01,0x00,0x00,0x10,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x14,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x0c,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x16,0x01,0x00,0x00,0x14,0x01,0x00,0x00,0x11,0x01,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x19,0x01,0x00,0x00,
+0x0c,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,0x89,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x1b,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
+0x10,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x1c,0x01,0x00,0x00,0x1b,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1d,0x01,0x00,0x00,
+0x19,0x01,0x00,0x00,0x1c,0x01,0x00,0x00,0x41,0x00,0x07,0x00,
+0x2d,0x01,0x00,0x00,0x2e,0x01,0x00,0x00,0x2b,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x05,0x01,0x00,0x00,0x15,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x22,0x01,0x00,0x00,0x2f,0x01,0x00,0x00,
+0x2e,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0x1e,0x01,0x00,0x00,
+0x30,0x01,0x00,0x00,0x2f,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
+0x6b,0x00,0x00,0x00,0x33,0x01,0x00,0x00,0x16,0x01,0x00,0x00,
+0x32,0x01,0x00,0x00,0xf7,0x00,0x03,0x00,0x35,0x01,0x00,0x00,
+0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x33,0x01,0x00,0x00,
+0x34,0x01,0x00,0x00,0x4f,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x34,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x3a,0x01,0x00,0x00,
+0x3b,0x01,0x00,0x00,0x2b,0x01,0x00,0x00,0x15,0x00,0x00,0x00,
+0x05,0x01,0x00,0x00,0x9a,0x00,0x00,0x00,0x16,0x01,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x23,0x01,0x00,0x00,0x3c,0x01,0x00,0x00,
+0x3b,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x3d,0x01,0x00,0x00,0x3c,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
+0x14,0x00,0x00,0x00,0x3e,0x01,0x00,0x00,0x3d,0x01,0x00,0x00,
+0xc7,0x00,0x05,0x00,0x14,0x00,0x00,0x00,0x40,0x01,0x00,0x00,
+0x3e,0x01,0x00,0x00,0x3f,0x01,0x00,0x00,0x72,0x00,0x04,0x00,
+0x41,0x01,0x00,0x00,0x42,0x01,0x00,0x00,0x40,0x01,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x23,0x01,0x00,0x00,0x43,0x01,0x00,0x00,
+0x42,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x47,0x01,0x00,0x00,0x16,0x01,0x00,0x00,0x32,0x01,0x00,0x00,
+0x41,0x00,0x08,0x00,0x3a,0x01,0x00,0x00,0x48,0x01,0x00,0x00,
 0x2b,0x01,0x00,0x00,0x15,0x00,0x00,0x00,0x05,0x01,0x00,0x00,
-0x9a,0x00,0x00,0x00,0x16,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x23,0x01,0x00,0x00,0x3c,0x01,0x00,0x00,0x3b,0x01,0x00,0x00,
-0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x3d,0x01,0x00,0x00,
-0x3c,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x14,0x00,0x00,0x00,
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-0x00,0x00,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x11,0x03,0x00,0x00,0x10,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
-0x16,0x00,0x00,0x00,0x13,0x03,0x00,0x00,0x13,0x00,0x00,0x00,
-0x12,0x03,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x14,0x03,0x00,0x00,0x13,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x15,0x03,0x00,0x00,0x11,0x03,0x00,0x00,
-0x14,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x16,0x03,0x00,0x00,0x0e,0x03,0x00,0x00,0x15,0x03,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x18,0x03,0x00,0x00,
-0x16,0x03,0x00,0x00,0xdd,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x1a,0x03,0x00,0x00,0x18,0x03,0x00,0x00,
-0x4a,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1c,0x03,0x00,0x00,0x41,0x03,0x00,0x00,0xc8,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1e,0x03,0x00,0x00,
-0x1c,0x03,0x00,0x00,0x44,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x20,0x03,0x00,0x00,0x1e,0x03,0x00,0x00,
-0x1f,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x22,0x03,0x00,0x00,0x42,0x03,0x00,0x00,0x44,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x23,0x03,0x00,0x00,
-0x20,0x03,0x00,0x00,0x22,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x25,0x03,0x00,0x00,0x23,0x03,0x00,0x00,
-0x4a,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0xd8,0x00,0x00,0x00,
-0x26,0x03,0x00,0x00,0xd5,0x00,0x00,0x00,0x25,0x03,0x00,0x00,
-0x3d,0x00,0x04,0x00,0xcf,0x00,0x00,0x00,0x27,0x03,0x00,0x00,
-0x26,0x03,0x00,0x00,0x41,0x00,0x06,0x00,0xf2,0x01,0x00,0x00,
-0x28,0x03,0x00,0x00,0x07,0x03,0x00,0x00,0x15,0x00,0x00,0x00,
-0x1a,0x03,0x00,0x00,0x3e,0x00,0x03,0x00,0x28,0x03,0x00,0x00,
-0x27,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x2a,0x03,0x00,0x00,0x4a,0x03,0x00,0x00,0x9a,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xfd,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xff,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xea,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xea,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x2c,0x03,0x00,0x00,0x44,0x03,0x00,0x00,
-0x9a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xe7,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xe9,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xd2,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xd2,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2e,0x03,0x00,0x00,
-0x42,0x03,0x00,0x00,0x9a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xcf,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xd1,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xca,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xca,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x30,0x03,0x00,0x00,0x41,0x03,0x00,0x00,0x9a,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xc7,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xc9,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x31,0x03,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x31,0x03,0x00,0x00,0xfd,0x00,0x01,0x00,
-0x38,0x00,0x01,0x00,
+0xd1,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xca,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xca,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x30,0x03,0x00,0x00,0x41,0x03,0x00,0x00,
+0x9a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xc7,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xc9,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x31,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x31,0x03,0x00,0x00,
+0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 };
-const uint64_t matmul_id_q4_k_f32_len = 12544;
+const uint64_t matmul_id_q4_k_f32_len = 12524;
 
 unsigned char matmul_id_q4_k_f32_aligned_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
@@ -56304,9 +60024,9 @@ unsigned char matmul_id_q4_k_f32_fp32_data[] = {
 0x43,0x00,0x00,0x00,0x44,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,
 0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x5e,0x00,0x00,0x00,
@@ -56417,7 +60137,7 @@ unsigned char matmul_id_q4_k_f32_fp32_data[] = {
 0xab,0x01,0x00,0x00,0x51,0x00,0x00,0x00,0xaa,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xac,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0xab,0x01,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xad,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0xac,0x01,0x00,0x00,
 0x4e,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc9,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
@@ -56447,7 +60167,7 @@ unsigned char matmul_id_q4_k_f32_fp32_data[] = {
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xff,0x01,0x00,0x00,
 0x86,0x00,0x00,0x00,0xfe,0x01,0x00,0x00,0x4e,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x02,0x02,0x00,0x00,
-0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x05,0x02,0x00,0x00,
 0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x20,0x02,0x00,0x00,
@@ -56614,7 +60334,7 @@ unsigned char matmul_id_q4_k_f32_fp32_data[] = {
 0xb4,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,
 0xb8,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xbb,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0xbb,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xbe,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xbe,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
 0x38,0x03,0x00,0x00,0x20,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,
@@ -56656,550 +60376,548 @@ unsigned char matmul_id_q4_k_f32_fp32_data[] = {
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
 0xf1,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xf6,0x00,0x00,0x00,0x4e,0x03,0x00,0x00,0xf5,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,
 0xf6,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,0xf1,0x00,0x00,0x00,
-0xfd,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x00,0x01,0x00,0x00,0x50,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x01,0x01,0x00,0x00,
-0xfe,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x05,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,
-0x04,0x01,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x08,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,0x04,0x01,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,
-0x08,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x0f,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
-0x0b,0x01,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x11,0x01,0x00,0x00,0x0f,0x01,0x00,0x00,0x10,0x01,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x14,0x01,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x16,0x01,0x00,0x00,0x14,0x01,0x00,0x00,
-0x11,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x19,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1b,0x01,0x00,0x00,
-0x08,0x01,0x00,0x00,0x10,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x1c,0x01,0x00,0x00,0x1b,0x01,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1d,0x01,0x00,0x00,0x19,0x01,0x00,0x00,0x1c,0x01,0x00,0x00,
-0x41,0x00,0x07,0x00,0x2d,0x01,0x00,0x00,0x2e,0x01,0x00,0x00,
+0xfd,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x01,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
+0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x05,0x01,0x00,0x00,
+0xf8,0x00,0x00,0x00,0x04,0x01,0x00,0x00,0x89,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x08,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,
+0x04,0x01,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x0c,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,
+0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0f,0x01,0x00,0x00,
+0x08,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,0x86,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x11,0x01,0x00,0x00,0x0f,0x01,0x00,0x00,
+0x10,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x14,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x16,0x01,0x00,0x00,
+0x14,0x01,0x00,0x00,0x11,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x19,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,
+0x0b,0x01,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x1b,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x10,0x01,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1c,0x01,0x00,0x00,
+0x1b,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x1d,0x01,0x00,0x00,0x19,0x01,0x00,0x00,
+0x1c,0x01,0x00,0x00,0x41,0x00,0x07,0x00,0x2d,0x01,0x00,0x00,
+0x2e,0x01,0x00,0x00,0x2b,0x01,0x00,0x00,0x15,0x00,0x00,0x00,
+0x05,0x01,0x00,0x00,0x15,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x22,0x01,0x00,0x00,0x2f,0x01,0x00,0x00,0x2e,0x01,0x00,0x00,
+0x73,0x00,0x04,0x00,0x1e,0x01,0x00,0x00,0x30,0x01,0x00,0x00,
+0x2f,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0x6b,0x00,0x00,0x00,
+0x33,0x01,0x00,0x00,0x16,0x01,0x00,0x00,0x32,0x01,0x00,0x00,
+0xf7,0x00,0x03,0x00,0x35,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0x33,0x01,0x00,0x00,0x34,0x01,0x00,0x00,
+0x4f,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x34,0x01,0x00,0x00,
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-0x06,0x00,0x00,0x00,0x0e,0x03,0x00,0x00,0x0a,0x03,0x00,0x00,
-0x0d,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x0f,0x03,0x00,0x00,0x07,0x03,0x00,0x00,0x0e,0x03,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x11,0x03,0x00,0x00,
-0x0f,0x03,0x00,0x00,0xd6,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x13,0x03,0x00,0x00,0x11,0x03,0x00,0x00,
-0x43,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x15,0x03,0x00,0x00,0x3a,0x03,0x00,0x00,0xc8,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x17,0x03,0x00,0x00,
-0x15,0x03,0x00,0x00,0x3d,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x19,0x03,0x00,0x00,0x17,0x03,0x00,0x00,
-0x18,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1b,0x03,0x00,0x00,0x3b,0x03,0x00,0x00,0x44,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1c,0x03,0x00,0x00,
-0x19,0x03,0x00,0x00,0x1b,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x1e,0x03,0x00,0x00,0x1c,0x03,0x00,0x00,
-0x43,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0xd8,0x00,0x00,0x00,
-0x1f,0x03,0x00,0x00,0xd5,0x00,0x00,0x00,0x1e,0x03,0x00,0x00,
-0x3d,0x00,0x04,0x00,0xcf,0x00,0x00,0x00,0x20,0x03,0x00,0x00,
-0x1f,0x03,0x00,0x00,0x41,0x00,0x06,0x00,0xf0,0x01,0x00,0x00,
-0x21,0x03,0x00,0x00,0x00,0x03,0x00,0x00,0x15,0x00,0x00,0x00,
-0x13,0x03,0x00,0x00,0x3e,0x00,0x03,0x00,0x21,0x03,0x00,0x00,
-0x20,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x23,0x03,0x00,0x00,0x43,0x03,0x00,0x00,0x9a,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xf6,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xf8,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xe3,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xe3,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x25,0x03,0x00,0x00,0x3d,0x03,0x00,0x00,
-0x9a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xe0,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xe2,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xcb,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xcb,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x27,0x03,0x00,0x00,
-0x3b,0x03,0x00,0x00,0x9a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xc8,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xca,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xc3,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xc3,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x29,0x03,0x00,0x00,0x3a,0x03,0x00,0x00,0x9a,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xc0,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xc2,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x2a,0x03,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x2a,0x03,0x00,0x00,0xfd,0x00,0x01,0x00,
-0x38,0x00,0x01,0x00,
+0x17,0x03,0x00,0x00,0x15,0x03,0x00,0x00,0x3d,0x03,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x19,0x03,0x00,0x00,
+0x17,0x03,0x00,0x00,0x18,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x1b,0x03,0x00,0x00,0x3b,0x03,0x00,0x00,
+0x44,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x1c,0x03,0x00,0x00,0x19,0x03,0x00,0x00,0x1b,0x03,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1e,0x03,0x00,0x00,
+0x1c,0x03,0x00,0x00,0x43,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
+0xd8,0x00,0x00,0x00,0x1f,0x03,0x00,0x00,0xd5,0x00,0x00,0x00,
+0x1e,0x03,0x00,0x00,0x3d,0x00,0x04,0x00,0xcf,0x00,0x00,0x00,
+0x20,0x03,0x00,0x00,0x1f,0x03,0x00,0x00,0x41,0x00,0x06,0x00,
+0xf0,0x01,0x00,0x00,0x21,0x03,0x00,0x00,0x00,0x03,0x00,0x00,
+0x15,0x00,0x00,0x00,0x13,0x03,0x00,0x00,0x3e,0x00,0x03,0x00,
+0x21,0x03,0x00,0x00,0x20,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x23,0x03,0x00,0x00,0x43,0x03,0x00,0x00,
+0x9a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xf6,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xf8,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xe3,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xe3,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x25,0x03,0x00,0x00,
+0x3d,0x03,0x00,0x00,0x9a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xe0,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xe2,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xcb,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xcb,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x27,0x03,0x00,0x00,0x3b,0x03,0x00,0x00,0x9a,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xc8,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xca,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xc3,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xc3,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x29,0x03,0x00,0x00,0x3a,0x03,0x00,0x00,
+0x9a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xc0,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xc2,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x2a,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x2a,0x03,0x00,0x00,
+0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 };
-const uint64_t matmul_id_q4_k_f32_fp32_len = 12424;
+const uint64_t matmul_id_q4_k_f32_fp32_len = 12404;
 
 unsigned char matmul_id_q5_0_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
@@ -57344,9 +61062,9 @@ unsigned char matmul_id_q5_0_f32_data[] = {
 0x43,0x00,0x00,0x00,0x44,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,
 0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x5e,0x00,0x00,0x00,
@@ -57453,7 +61171,7 @@ unsigned char matmul_id_q5_0_f32_data[] = {
 0x69,0x01,0x00,0x00,0x51,0x00,0x00,0x00,0x68,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x6a,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x69,0x01,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x6b,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6a,0x01,0x00,0x00,
 0x4e,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x87,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
@@ -57485,7 +61203,7 @@ unsigned char matmul_id_q5_0_f32_data[] = {
 0xbf,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0xbe,0x01,0x00,0x00,
 0x4e,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc2,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc5,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
 0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xe0,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x42,0x00,0x00,0x00,
@@ -57655,7 +61373,7 @@ unsigned char matmul_id_q5_0_f32_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
 0xb2,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xbe,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xbe,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xbe,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
 0x06,0x00,0x00,0x00,0xfd,0x02,0x00,0x00,0x20,0x00,0x00,0x00,
 0xa7,0x00,0x00,0x00,0xdb,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
@@ -57696,7 +61414,7 @@ unsigned char matmul_id_q5_0_f32_data[] = {
 0x0f,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xf4,0x00,0x00,0x00,0xf1,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,
-0xf4,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xf4,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,0x13,0x03,0x00,0x00,
 0xf5,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xf8,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
@@ -60314,9 +64032,9 @@ unsigned char matmul_id_q5_0_f32_fp32_data[] = {
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
 0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x4f,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x54,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x59,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
 0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x5e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
@@ -60422,7 +64140,7 @@ unsigned char matmul_id_q5_0_f32_fp32_data[] = {
 0x06,0x00,0x00,0x00,0x67,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0x66,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x68,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0x67,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x67,0x01,0x00,0x00,0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x69,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
 0x68,0x01,0x00,0x00,0x4e,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x85,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
@@ -60453,7 +64171,7 @@ unsigned char matmul_id_q5_0_f32_fp32_data[] = {
 0xbb,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0xba,0x01,0x00,0x00,
 0x4e,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xbe,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc1,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
 0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xdc,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x42,0x00,0x00,0x00,
@@ -60621,7 +64339,7 @@ unsigned char matmul_id_q5_0_f32_fp32_data[] = {
 0xb4,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,
 0xb8,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xbb,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0xbb,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xbe,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xbe,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
 0xf6,0x02,0x00,0x00,0x20,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,
@@ -60663,7 +64381,7 @@ unsigned char matmul_id_q5_0_f32_fp32_data[] = {
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
 0xf1,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xf6,0x00,0x00,0x00,0x0c,0x03,0x00,0x00,0xf5,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,
 0xf6,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
@@ -61271,9 +64989,9 @@ unsigned char matmul_id_q5_1_f32_data[] = {
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
 0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x4f,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x54,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x59,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
 0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x5e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
@@ -61375,7 +65093,7 @@ unsigned char matmul_id_q5_1_f32_data[] = {
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x65,0x01,0x00,0x00,
 0x51,0x00,0x00,0x00,0x64,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x66,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0x65,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x65,0x01,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x67,0x01,0x00,0x00,
 0x86,0x00,0x00,0x00,0x66,0x01,0x00,0x00,0x4e,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x83,0x01,0x00,0x00,
@@ -61407,7 +65125,7 @@ unsigned char matmul_id_q5_1_f32_data[] = {
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbb,0x01,0x00,0x00,
 0x86,0x00,0x00,0x00,0xba,0x01,0x00,0x00,0x4e,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbe,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc1,0x01,0x00,0x00,
 0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xdc,0x01,0x00,0x00,
@@ -61576,7 +65294,7 @@ unsigned char matmul_id_q5_1_f32_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
 0xb2,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xbe,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xbe,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xbe,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
 0x06,0x00,0x00,0x00,0xf9,0x02,0x00,0x00,0x20,0x00,0x00,0x00,
 0xa7,0x00,0x00,0x00,0xdb,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
@@ -61617,7 +65335,7 @@ unsigned char matmul_id_q5_1_f32_data[] = {
 0x0b,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xf4,0x00,0x00,0x00,0xf1,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,
-0xf4,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xf4,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,0x0f,0x03,0x00,0x00,
 0xf5,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xf8,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
@@ -64213,9 +67931,9 @@ unsigned char matmul_id_q5_1_f32_fp32_data[] = {
 0x44,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x4e,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
 0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x5e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
@@ -64318,7 +68036,7 @@ unsigned char matmul_id_q5_1_f32_fp32_data[] = {
 0x63,0x01,0x00,0x00,0x51,0x00,0x00,0x00,0x62,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x64,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x63,0x01,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x65,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x64,0x01,0x00,0x00,
 0x4e,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x81,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
@@ -64348,7 +68066,7 @@ unsigned char matmul_id_q5_1_f32_fp32_data[] = {
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xb7,0x01,0x00,0x00,
 0x86,0x00,0x00,0x00,0xb6,0x01,0x00,0x00,0x4e,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xba,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xbd,0x01,0x00,0x00,
 0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xd8,0x01,0x00,0x00,
@@ -64515,7 +68233,7 @@ unsigned char matmul_id_q5_1_f32_fp32_data[] = {
 0xb4,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,
 0xb8,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xbb,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0xbb,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xbe,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xbe,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
 0xf2,0x02,0x00,0x00,0x20,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,
@@ -64557,7 +68275,7 @@ unsigned char matmul_id_q5_1_f32_fp32_data[] = {
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
 0xf1,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xf6,0x00,0x00,0x00,0x08,0x03,0x00,0x00,0xf5,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,
 0xf6,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
@@ -65164,9 +68882,9 @@ unsigned char matmul_id_q5_k_f32_data[] = {
 0x44,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x4e,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
 0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x5e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
@@ -65279,7 +68997,7 @@ unsigned char matmul_id_q5_k_f32_data[] = {
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xd2,0x01,0x00,0x00,
 0x51,0x00,0x00,0x00,0xd1,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xd3,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0xd2,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0xd2,0x01,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xd4,0x01,0x00,0x00,
 0x86,0x00,0x00,0x00,0xd3,0x01,0x00,0x00,0x4e,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xf0,0x01,0x00,0x00,
@@ -65311,7 +69029,7 @@ unsigned char matmul_id_q5_k_f32_data[] = {
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x28,0x02,0x00,0x00,
 0x86,0x00,0x00,0x00,0x27,0x02,0x00,0x00,0x4e,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x2b,0x02,0x00,0x00,
-0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x2e,0x02,0x00,0x00,
 0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x49,0x02,0x00,0x00,
@@ -65480,7 +69198,7 @@ unsigned char matmul_id_q5_k_f32_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
 0xb2,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xbe,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xbe,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xbe,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
 0x06,0x00,0x00,0x00,0x64,0x03,0x00,0x00,0x20,0x00,0x00,0x00,
 0xa7,0x00,0x00,0x00,0xdb,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
@@ -65521,595 +69239,593 @@ unsigned char matmul_id_q5_k_f32_data[] = {
 0x76,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xf4,0x00,0x00,0x00,0xf1,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,
-0xf4,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xf4,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,0x7a,0x03,0x00,0x00,
 0xf5,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xf8,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,
-0xf1,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x50,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x01,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,0x00,0x01,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x05,0x01,0x00,0x00,
-0xf8,0x00,0x00,0x00,0x04,0x01,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x08,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,
-0x04,0x01,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
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+0x2f,0x03,0x00,0x00,0x32,0x03,0x00,0x00,0x51,0x00,0x05,0x00,
+0x8b,0x00,0x00,0x00,0x35,0x03,0x00,0x00,0x20,0x03,0x00,0x00,
+0x00,0x00,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x36,0x03,0x00,0x00,0x35,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
+0x16,0x00,0x00,0x00,0x38,0x03,0x00,0x00,0x13,0x00,0x00,0x00,
+0x37,0x03,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x39,0x03,0x00,0x00,0x38,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x3a,0x03,0x00,0x00,0x36,0x03,0x00,0x00,
+0x39,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x3b,0x03,0x00,0x00,0x33,0x03,0x00,0x00,0x3a,0x03,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3d,0x03,0x00,0x00,
+0x3b,0x03,0x00,0x00,0x02,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x3f,0x03,0x00,0x00,0x3d,0x03,0x00,0x00,
+0x6f,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x41,0x03,0x00,0x00,0x66,0x03,0x00,0x00,0xc8,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x43,0x03,0x00,0x00,
+0x41,0x03,0x00,0x00,0x69,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x45,0x03,0x00,0x00,0x43,0x03,0x00,0x00,
+0x44,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x47,0x03,0x00,0x00,0x67,0x03,0x00,0x00,0x44,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x48,0x03,0x00,0x00,
+0x45,0x03,0x00,0x00,0x47,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x4a,0x03,0x00,0x00,0x48,0x03,0x00,0x00,
+0x6f,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0xd8,0x00,0x00,0x00,
+0x4b,0x03,0x00,0x00,0xd5,0x00,0x00,0x00,0x4a,0x03,0x00,0x00,
+0x3d,0x00,0x04,0x00,0xcf,0x00,0x00,0x00,0x4c,0x03,0x00,0x00,
+0x4b,0x03,0x00,0x00,0x41,0x00,0x06,0x00,0x17,0x02,0x00,0x00,
+0x4d,0x03,0x00,0x00,0x2c,0x03,0x00,0x00,0x15,0x00,0x00,0x00,
+0x3f,0x03,0x00,0x00,0x3e,0x00,0x03,0x00,0x4d,0x03,0x00,0x00,
+0x4c,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x4f,0x03,0x00,0x00,0x6f,0x03,0x00,0x00,0x9a,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x22,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x24,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,0x0f,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x0f,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x51,0x03,0x00,0x00,0x69,0x03,0x00,0x00,
+0x9a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x0c,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x0e,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xf7,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xf7,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x53,0x03,0x00,0x00,
+0x67,0x03,0x00,0x00,0x9a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xf4,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xf6,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xef,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xef,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x55,0x03,0x00,0x00,0x66,0x03,0x00,0x00,0x9a,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xec,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xee,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x56,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x56,0x03,0x00,0x00,0xfd,0x00,0x01,0x00,
+0x38,0x00,0x01,0x00,
 };
-const uint64_t matmul_id_q5_k_f32_len = 13068;
+const uint64_t matmul_id_q5_k_f32_len = 13048;
 
 unsigned char matmul_id_q5_k_f32_aligned_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
@@ -68514,9 +72230,9 @@ unsigned char matmul_id_q5_k_f32_fp32_data[] = {
 0x43,0x00,0x00,0x00,0x44,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,
 0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x5e,0x00,0x00,0x00,
@@ -68630,7 +72346,7 @@ unsigned char matmul_id_q5_k_f32_fp32_data[] = {
 0xd0,0x01,0x00,0x00,0x51,0x00,0x00,0x00,0xcf,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xd1,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0xd0,0x01,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xd2,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0xd1,0x01,0x00,0x00,
 0x4e,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xee,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
@@ -68660,7 +72376,7 @@ unsigned char matmul_id_q5_k_f32_fp32_data[] = {
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x24,0x02,0x00,0x00,
 0x86,0x00,0x00,0x00,0x23,0x02,0x00,0x00,0x4e,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x27,0x02,0x00,0x00,
-0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x2a,0x02,0x00,0x00,
 0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x45,0x02,0x00,0x00,
@@ -68827,7 +72543,7 @@ unsigned char matmul_id_q5_k_f32_fp32_data[] = {
 0xb4,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,
 0xb8,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xbb,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0xbb,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xbe,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xbe,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
 0x5d,0x03,0x00,0x00,0x20,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,
@@ -68869,588 +72585,586 @@ unsigned char matmul_id_q5_k_f32_fp32_data[] = {
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
 0xf1,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xf6,0x00,0x00,0x00,0x73,0x03,0x00,0x00,0xf5,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,
 0xf6,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,0xf1,0x00,0x00,0x00,
-0xfd,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x00,0x01,0x00,0x00,0x50,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x01,0x01,0x00,0x00,
-0xfe,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x05,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,
-0x04,0x01,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x08,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,0x04,0x01,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,
-0x08,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x0f,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
-0x0b,0x01,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x11,0x01,0x00,0x00,0x0f,0x01,0x00,0x00,0x10,0x01,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x14,0x01,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x16,0x01,0x00,0x00,0x14,0x01,0x00,0x00,
-0x11,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x19,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1b,0x01,0x00,0x00,
-0x08,0x01,0x00,0x00,0x10,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x1c,0x01,0x00,0x00,0x1b,0x01,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1d,0x01,0x00,0x00,0x19,0x01,0x00,0x00,0x1c,0x01,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x26,0x01,0x00,0x00,
-0x08,0x01,0x00,0x00,0x10,0x01,0x00,0x00,0xc4,0x00,0x05,0x00,
-0x14,0x00,0x00,0x00,0x27,0x01,0x00,0x00,0x9a,0x00,0x00,0x00,
-0x26,0x01,0x00,0x00,0x72,0x00,0x04,0x00,0x28,0x01,0x00,0x00,
-0x29,0x01,0x00,0x00,0x27,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
-0x22,0x01,0x00,0x00,0x2a,0x01,0x00,0x00,0x29,0x01,0x00,0x00,
-0x41,0x00,0x07,0x00,0x3a,0x01,0x00,0x00,0x3b,0x01,0x00,0x00,
+0xfd,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x01,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
+0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x05,0x01,0x00,0x00,
+0xf8,0x00,0x00,0x00,0x04,0x01,0x00,0x00,0x89,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x08,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,
+0x04,0x01,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x0c,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,
+0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0f,0x01,0x00,0x00,
+0x08,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,0x86,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x11,0x01,0x00,0x00,0x0f,0x01,0x00,0x00,
+0x10,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x14,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x16,0x01,0x00,0x00,
+0x14,0x01,0x00,0x00,0x11,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x19,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,
+0x0b,0x01,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x1b,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x10,0x01,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1c,0x01,0x00,0x00,
+0x1b,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x1d,0x01,0x00,0x00,0x19,0x01,0x00,0x00,
+0x1c,0x01,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x26,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x10,0x01,0x00,0x00,
+0xc4,0x00,0x05,0x00,0x14,0x00,0x00,0x00,0x27,0x01,0x00,0x00,
+0x9a,0x00,0x00,0x00,0x26,0x01,0x00,0x00,0x72,0x00,0x04,0x00,
+0x28,0x01,0x00,0x00,0x29,0x01,0x00,0x00,0x27,0x01,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x22,0x01,0x00,0x00,0x2a,0x01,0x00,0x00,
+0x29,0x01,0x00,0x00,0x41,0x00,0x07,0x00,0x3a,0x01,0x00,0x00,
+0x3b,0x01,0x00,0x00,0x38,0x01,0x00,0x00,0x15,0x00,0x00,0x00,
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-0x4f,0x03,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
-
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+0xfa,0x00,0x04,0x00,0x21,0x03,0x00,0x00,0x1c,0x03,0x00,0x00,
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+0x34,0x03,0x00,0x00,0x2c,0x03,0x00,0x00,0x33,0x03,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x36,0x03,0x00,0x00,
+0x34,0x03,0x00,0x00,0xfb,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x38,0x03,0x00,0x00,0x36,0x03,0x00,0x00,
+0x68,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x3a,0x03,0x00,0x00,0x5f,0x03,0x00,0x00,0xc8,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3c,0x03,0x00,0x00,
+0x3a,0x03,0x00,0x00,0x62,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x3e,0x03,0x00,0x00,0x3c,0x03,0x00,0x00,
+0x3d,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x40,0x03,0x00,0x00,0x60,0x03,0x00,0x00,0x44,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x41,0x03,0x00,0x00,
+0x3e,0x03,0x00,0x00,0x40,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x43,0x03,0x00,0x00,0x41,0x03,0x00,0x00,
+0x68,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0xd8,0x00,0x00,0x00,
+0x44,0x03,0x00,0x00,0xd5,0x00,0x00,0x00,0x43,0x03,0x00,0x00,
+0x3d,0x00,0x04,0x00,0xcf,0x00,0x00,0x00,0x45,0x03,0x00,0x00,
+0x44,0x03,0x00,0x00,0x41,0x00,0x06,0x00,0x15,0x02,0x00,0x00,
+0x46,0x03,0x00,0x00,0x25,0x03,0x00,0x00,0x15,0x00,0x00,0x00,
+0x38,0x03,0x00,0x00,0x3e,0x00,0x03,0x00,0x46,0x03,0x00,0x00,
+0x45,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x48,0x03,0x00,0x00,0x68,0x03,0x00,0x00,0x9a,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x1b,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x1d,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,0x08,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x08,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x4a,0x03,0x00,0x00,0x62,0x03,0x00,0x00,
+0x9a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x05,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x07,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xf0,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xf0,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x4c,0x03,0x00,0x00,
+0x60,0x03,0x00,0x00,0x9a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xed,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xef,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xe8,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xe8,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x4e,0x03,0x00,0x00,0x5f,0x03,0x00,0x00,0x9a,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xe5,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xe7,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x4f,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x4f,0x03,0x00,0x00,0xfd,0x00,0x01,0x00,
+0x38,0x00,0x01,0x00,
 };
-const uint64_t matmul_id_q5_k_f32_fp32_len = 12948;
+const uint64_t matmul_id_q5_k_f32_fp32_len = 12928;
 
 unsigned char matmul_id_q6_k_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
@@ -69599,9 +73313,9 @@ unsigned char matmul_id_q6_k_f32_data[] = {
 0x44,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x4e,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
 0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x5e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
@@ -69713,7 +73427,7 @@ unsigned char matmul_id_q6_k_f32_data[] = {
 0x06,0x00,0x00,0x00,0x96,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0x95,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x97,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0x96,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x96,0x01,0x00,0x00,0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x98,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
 0x97,0x01,0x00,0x00,0x4e,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xb4,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
@@ -69745,7 +73459,7 @@ unsigned char matmul_id_q6_k_f32_data[] = {
 0x06,0x00,0x00,0x00,0xec,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
 0xeb,0x01,0x00,0x00,0x4e,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xef,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xf2,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
 0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x0d,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
@@ -69913,7 +73627,7 @@ unsigned char matmul_id_q6_k_f32_data[] = {
 0xb4,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,
 0xb8,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xbb,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0xbb,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xbe,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xbe,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
 0x26,0x03,0x00,0x00,0x20,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,
@@ -69955,526 +73669,525 @@ unsigned char matmul_id_q6_k_f32_data[] = {
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
 0xf1,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xf6,0x00,0x00,0x00,0x3c,0x03,0x00,0x00,0xf5,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,
 0xf6,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,0xf1,0x00,0x00,0x00,
-0xfd,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x00,0x01,0x00,0x00,0x50,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x01,0x01,0x00,0x00,
-0xfe,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x05,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,
-0x04,0x01,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x08,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,0x04,0x01,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,
-0x08,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x0f,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
-0x0b,0x01,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x11,0x01,0x00,0x00,0x0f,0x01,0x00,0x00,0x10,0x01,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x15,0x01,0x00,0x00,
-0x08,0x01,0x00,0x00,0x14,0x01,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x17,0x01,0x00,0x00,0x15,0x01,0x00,0x00,
-0x16,0x01,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1b,0x01,0x00,0x00,0x0f,0x01,0x00,0x00,0x14,0x01,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1c,0x01,0x00,0x00,
-0x1b,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x1f,0x01,0x00,0x00,0x16,0x01,0x00,0x00,
-0x0c,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x21,0x01,0x00,0x00,0x1f,0x01,0x00,0x00,0x1c,0x01,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x23,0x01,0x00,0x00,
-0x21,0x01,0x00,0x00,0x17,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x26,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,
-0x0b,0x01,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x28,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x10,0x01,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x29,0x01,0x00,0x00,
-0x28,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x2a,0x01,0x00,0x00,0x26,0x01,0x00,0x00,
-0x29,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x2d,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,0x10,0x01,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x30,0x01,0x00,0x00,
-0x15,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x31,0x01,0x00,0x00,0x2d,0x01,0x00,0x00,
-0x30,0x01,0x00,0x00,0x41,0x00,0x07,0x00,0x3f,0x01,0x00,0x00,
-0x40,0x01,0x00,0x00,0x3d,0x01,0x00,0x00,0x15,0x00,0x00,0x00,
-0x05,0x01,0x00,0x00,0xb5,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x38,0x01,0x00,0x00,0x41,0x01,0x00,0x00,0x40,0x01,0x00,0x00,
-0x73,0x00,0x04,0x00,0xcf,0x00,0x00,0x00,0x42,0x01,0x00,0x00,
-0x41,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x45,0x01,0x00,0x00,
-0x46,0x01,0x00,0x00,0x3d,0x01,0x00,0x00,0x15,0x00,0x00,0x00,
-0x05,0x01,0x00,0x00,0xaa,0x00,0x00,0x00,0x23,0x01,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x36,0x01,0x00,0x00,0x47,0x01,0x00,0x00,
-0x46,0x01,0x00,0x00,0x6f,0x00,0x04,0x00,0xcf,0x00,0x00,0x00,
-0x48,0x01,0x00,0x00,0x47,0x01,0x00,0x00,0x85,0x00,0x05,0x00,
-0xcf,0x00,0x00,0x00,0x49,0x01,0x00,0x00,0x42,0x01,0x00,0x00,
-0x48,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x53,0x01,0x00,0x00,
-0x54,0x01,0x00,0x00,0x3d,0x01,0x00,0x00,0x15,0x00,0x00,0x00,
-0x05,0x01,0x00,0x00,0x15,0x00,0x00,0x00,0x2a,0x01,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x33,0x01,0x00,0x00,0x55,0x01,0x00,0x00,
-0x54,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x58,0x01,0x00,0x00,0x11,0x01,0x00,0x00,0x57,0x01,0x00,0x00,
-0xc2,0x00,0x05,0x00,0x33,0x01,0x00,0x00,0x59,0x01,0x00,0x00,
-0x55,0x01,0x00,0x00,0x58,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x5a,0x01,0x00,0x00,0x59,0x01,0x00,0x00,
-0x7c,0x00,0x04,0x00,0x14,0x00,0x00,0x00,0x5b,0x01,0x00,0x00,
-0x5a,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x14,0x00,0x00,0x00,
-0x5d,0x01,0x00,0x00,0x5b,0x01,0x00,0x00,0x5c,0x01,0x00,0x00,
-0x41,0x00,0x08,0x00,0x53,0x01,0x00,0x00,0x60,0x01,0x00,0x00,
-0x3d,0x01,0x00,0x00,0x15,0x00,0x00,0x00,0x05,0x01,0x00,0x00,
-0x9a,0x00,0x00,0x00,0x31,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x33,0x01,0x00,0x00,0x61,0x01,0x00,0x00,0x60,0x01,0x00,0x00,
-0xc2,0x00,0x05,0x00,0x33,0x01,0x00,0x00,0x63,0x01,0x00,0x00,
-0x61,0x01,0x00,0x00,0x1c,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x64,0x01,0x00,0x00,0x63,0x01,0x00,0x00,
-0x7c,0x00,0x04,0x00,0x14,0x00,0x00,0x00,0x65,0x01,0x00,0x00,
-0x64,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x14,0x00,0x00,0x00,
-0x66,0x01,0x00,0x00,0x65,0x01,0x00,0x00,0xb5,0x00,0x00,0x00,
-0xc4,0x00,0x05,0x00,0x14,0x00,0x00,0x00,0x68,0x01,0x00,0x00,
-0x66,0x01,0x00,0x00,0x67,0x01,0x00,0x00,0xc5,0x00,0x05,0x00,
-0x14,0x00,0x00,0x00,0x69,0x01,0x00,0x00,0x5d,0x01,0x00,0x00,
-0x68,0x01,0x00,0x00,0x72,0x00,0x04,0x00,0x36,0x01,0x00,0x00,
-0x6a,0x01,0x00,0x00,0x69,0x01,0x00,0x00,0x72,0x00,0x04,0x00,
-0x14,0x00,0x00,0x00,0x6b,0x01,0x00,0x00,0x6a,0x01,0x00,0x00,
-0x82,0x00,0x05,0x00,0x14,0x00,0x00,0x00,0x6d,0x01,0x00,0x00,
-0x6b,0x01,0x00,0x00,0x6c,0x01,0x00,0x00,0x6f,0x00,0x04,0x00,
-0xcf,0x00,0x00,0x00,0x6e,0x01,0x00,0x00,0x6d,0x01,0x00,0x00,
-0x85,0x00,0x05,0x00,0xcf,0x00,0x00,0x00,0x6f,0x01,0x00,0x00,
-0x49,0x01,0x00,0x00,0x6e,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
-0x38,0x01,0x00,0x00,0x70,0x01,0x00,0x00,0x6f,0x01,0x00,0x00,
-0x41,0x00,0x05,0x00,0x71,0x01,0x00,0x00,0x72,0x01,0x00,0x00,
-0x4e,0x01,0x00,0x00,0x01,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
-0x72,0x01,0x00,0x00,0x70,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x74,0x01,0x00,0x00,0x01,0x01,0x00,0x00,
-0x1b,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x78,0x01,0x00,0x00,0x2a,0x01,0x00,0x00,0x1b,0x00,0x00,0x00,
-0x41,0x00,0x08,0x00,0x53,0x01,0x00,0x00,0x79,0x01,0x00,0x00,
+0xfd,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x01,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
+0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x05,0x01,0x00,0x00,
+0xf8,0x00,0x00,0x00,0x04,0x01,0x00,0x00,0x89,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x08,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,
+0x04,0x01,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x0c,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,
+0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0f,0x01,0x00,0x00,
+0x08,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,0x86,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x11,0x01,0x00,0x00,0x0f,0x01,0x00,0x00,
+0x10,0x01,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x15,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x14,0x01,0x00,0x00,
+0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x17,0x01,0x00,0x00,
+0x15,0x01,0x00,0x00,0x16,0x01,0x00,0x00,0x86,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x1b,0x01,0x00,0x00,0x0f,0x01,0x00,0x00,
+0x14,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x1c,0x01,0x00,0x00,0x1b,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1f,0x01,0x00,0x00,
+0x16,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x21,0x01,0x00,0x00,0x1f,0x01,0x00,0x00,
+0x1c,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x23,0x01,0x00,0x00,0x21,0x01,0x00,0x00,0x17,0x01,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x26,0x01,0x00,0x00,
+0x0c,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,0x89,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x28,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
+0x10,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x29,0x01,0x00,0x00,0x28,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2a,0x01,0x00,0x00,
+0x26,0x01,0x00,0x00,0x29,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x2d,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,
+0x10,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x30,0x01,0x00,0x00,0x15,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x31,0x01,0x00,0x00,
+0x2d,0x01,0x00,0x00,0x30,0x01,0x00,0x00,0x41,0x00,0x07,0x00,
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-0xdb,0x01,0x00,0x00,0x11,0x03,0x00,0x00,0xf0,0x02,0x00,0x00,
-0x15,0x00,0x00,0x00,0x03,0x03,0x00,0x00,0x3e,0x00,0x03,0x00,
-0x11,0x03,0x00,0x00,0x10,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x13,0x03,0x00,0x00,0x31,0x03,0x00,0x00,
-0x9a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xe6,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xe8,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xd3,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xd3,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x15,0x03,0x00,0x00,
-0x2b,0x03,0x00,0x00,0x9a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xd0,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xd2,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xbb,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xbb,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x17,0x03,0x00,0x00,0x29,0x03,0x00,0x00,0x9a,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xb8,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xba,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xb3,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xb3,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x19,0x03,0x00,0x00,0x28,0x03,0x00,0x00,
-0x9a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xb0,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xb2,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x1a,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x1a,0x03,0x00,0x00,
-0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+0xc6,0x02,0x00,0x00,0xc3,0x02,0x00,0x00,0xc5,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xca,0x02,0x00,0x00,
+0x28,0x03,0x00,0x00,0x46,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xcb,0x02,0x00,0x00,0xae,0x02,0x00,0x00,
+0xca,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xcd,0x02,0x00,0x00,0x4a,0x00,0x00,0x00,0xc8,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xce,0x02,0x00,0x00,
+0xcb,0x02,0x00,0x00,0xcd,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xd0,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xd0,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x2b,0x03,0x00,0x00,
+0x20,0x00,0x00,0x00,0xb9,0x02,0x00,0x00,0x15,0x03,0x00,0x00,
+0xd3,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0x6b,0x00,0x00,0x00,
+0xd6,0x02,0x00,0x00,0x2b,0x03,0x00,0x00,0xc8,0x00,0x00,0x00,
+0xf6,0x00,0x04,0x00,0xd2,0x02,0x00,0x00,0xd3,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xd6,0x02,0x00,0x00,
+0xd1,0x02,0x00,0x00,0xd2,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xd1,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xda,0x02,0x00,0x00,0xce,0x02,0x00,0x00,0x2b,0x03,0x00,0x00,
+0xae,0x00,0x05,0x00,0x6b,0x00,0x00,0x00,0xdd,0x02,0x00,0x00,
+0xda,0x02,0x00,0x00,0x25,0x03,0x00,0x00,0xf7,0x00,0x03,0x00,
+0xdf,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0xdd,0x02,0x00,0x00,0xde,0x02,0x00,0x00,0xdf,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xde,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xd2,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xdf,0x02,0x00,0x00,
+0x41,0x00,0x05,0x00,0x97,0x00,0x00,0x00,0xe3,0x02,0x00,0x00,
+0x90,0x00,0x00,0x00,0xda,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x8c,0x00,0x00,0x00,0xe4,0x02,0x00,0x00,0xe3,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xe6,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xe6,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
+0x31,0x03,0x00,0x00,0x20,0x00,0x00,0x00,0xdf,0x02,0x00,0x00,
+0x13,0x03,0x00,0x00,0xe7,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
+0x6b,0x00,0x00,0x00,0xec,0x02,0x00,0x00,0x31,0x03,0x00,0x00,
+0x44,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xe8,0x02,0x00,0x00,
+0xe7,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0xec,0x02,0x00,0x00,0xe7,0x02,0x00,0x00,0xe8,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xe7,0x02,0x00,0x00,0x51,0x00,0x05,0x00,
+0x8b,0x00,0x00,0x00,0xf2,0x02,0x00,0x00,0xe4,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xf3,0x02,0x00,0x00,0xf2,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0x16,0x00,0x00,0x00,0xf5,0x02,0x00,0x00,0x13,0x00,0x00,0x00,
+0xf4,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xf6,0x02,0x00,0x00,0xf5,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xf7,0x02,0x00,0x00,0xf3,0x02,0x00,0x00,
+0xf6,0x02,0x00,0x00,0x51,0x00,0x05,0x00,0x8b,0x00,0x00,0x00,
+0xf9,0x02,0x00,0x00,0xe4,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xfa,0x02,0x00,0x00,
+0xf9,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x16,0x00,0x00,0x00,
+0xfc,0x02,0x00,0x00,0x13,0x00,0x00,0x00,0xfb,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xfd,0x02,0x00,0x00,
+0xfc,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xfe,0x02,0x00,0x00,0xfa,0x02,0x00,0x00,0xfd,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xff,0x02,0x00,0x00,
+0xf7,0x02,0x00,0x00,0xfe,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x01,0x03,0x00,0x00,0xff,0x02,0x00,0x00,
+0xc6,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x03,0x03,0x00,0x00,0x01,0x03,0x00,0x00,0x31,0x03,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x05,0x03,0x00,0x00,
+0x28,0x03,0x00,0x00,0xc8,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x07,0x03,0x00,0x00,0x05,0x03,0x00,0x00,
+0x2b,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x09,0x03,0x00,0x00,0x07,0x03,0x00,0x00,0x08,0x03,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0b,0x03,0x00,0x00,
+0x29,0x03,0x00,0x00,0x44,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x0c,0x03,0x00,0x00,0x09,0x03,0x00,0x00,
+0x0b,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x0e,0x03,0x00,0x00,0x0c,0x03,0x00,0x00,0x31,0x03,0x00,0x00,
+0x41,0x00,0x05,0x00,0xd8,0x00,0x00,0x00,0x0f,0x03,0x00,0x00,
+0xd5,0x00,0x00,0x00,0x0e,0x03,0x00,0x00,0x3d,0x00,0x04,0x00,
+0xcf,0x00,0x00,0x00,0x10,0x03,0x00,0x00,0x0f,0x03,0x00,0x00,
+0x41,0x00,0x06,0x00,0xdb,0x01,0x00,0x00,0x11,0x03,0x00,0x00,
+0xf0,0x02,0x00,0x00,0x15,0x00,0x00,0x00,0x03,0x03,0x00,0x00,
+0x3e,0x00,0x03,0x00,0x11,0x03,0x00,0x00,0x10,0x03,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x13,0x03,0x00,0x00,
+0x31,0x03,0x00,0x00,0x9a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xe6,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xe8,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xd3,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xd3,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x15,0x03,0x00,0x00,0x2b,0x03,0x00,0x00,0x9a,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xd0,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xd2,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xbb,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xbb,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x17,0x03,0x00,0x00,0x29,0x03,0x00,0x00,
+0x9a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xb8,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xba,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xb3,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xb3,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x19,0x03,0x00,0x00,
+0x28,0x03,0x00,0x00,0x9a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xb0,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xb2,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x1a,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x1a,0x03,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+
 };
-const uint64_t matmul_id_q6_k_f32_len = 12236;
+const uint64_t matmul_id_q6_k_f32_len = 12216;
 
 unsigned char matmul_id_q6_k_f32_aligned_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
@@ -72739,9 +76452,9 @@ unsigned char matmul_id_q6_k_f32_fp32_data[] = {
 0x43,0x00,0x00,0x00,0x44,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,
 0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x5e,0x00,0x00,0x00,
@@ -72853,7 +76566,7 @@ unsigned char matmul_id_q6_k_f32_fp32_data[] = {
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x94,0x01,0x00,0x00,
 0x51,0x00,0x00,0x00,0x93,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x95,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0x94,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x94,0x01,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x96,0x01,0x00,0x00,
 0x86,0x00,0x00,0x00,0x95,0x01,0x00,0x00,0x4e,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xb2,0x01,0x00,0x00,
@@ -72884,7 +76597,7 @@ unsigned char matmul_id_q6_k_f32_fp32_data[] = {
 0x06,0x00,0x00,0x00,0xe8,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
 0xe7,0x01,0x00,0x00,0x4e,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xeb,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xee,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
 0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x09,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
@@ -73051,7 +76764,7 @@ unsigned char matmul_id_q6_k_f32_fp32_data[] = {
 0xb7,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xb9,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
-0xb9,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xb9,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xbe,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xbe,0x00,0x00,0x00,
 0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x1f,0x03,0x00,0x00,
 0x20,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0xdb,0x00,0x00,0x00,
@@ -73092,520 +76805,519 @@ unsigned char matmul_id_q6_k_f32_fp32_data[] = {
 0x55,0x00,0x00,0x00,0x31,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0xf1,0x00,0x00,0x00,
 0xb7,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xf5,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0xf5,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
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+0xf8,0x00,0x02,0x00,0xd7,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xcb,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xd8,0x02,0x00,0x00,
+0x41,0x00,0x05,0x00,0x97,0x00,0x00,0x00,0xdc,0x02,0x00,0x00,
+0x90,0x00,0x00,0x00,0xd3,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x8c,0x00,0x00,0x00,0xdd,0x02,0x00,0x00,0xdc,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xdf,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xdf,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
+0x2a,0x03,0x00,0x00,0x20,0x00,0x00,0x00,0xd8,0x02,0x00,0x00,
+0x0c,0x03,0x00,0x00,0xe0,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
+0x6b,0x00,0x00,0x00,0xe5,0x02,0x00,0x00,0x2a,0x03,0x00,0x00,
+0x44,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xe1,0x02,0x00,0x00,
+0xe0,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0xe5,0x02,0x00,0x00,0xe0,0x02,0x00,0x00,0xe1,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xe0,0x02,0x00,0x00,0x51,0x00,0x05,0x00,
+0x8b,0x00,0x00,0x00,0xeb,0x02,0x00,0x00,0xdd,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xec,0x02,0x00,0x00,0xeb,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
+0x16,0x00,0x00,0x00,0xee,0x02,0x00,0x00,0x13,0x00,0x00,0x00,
+0xed,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xef,0x02,0x00,0x00,0xee,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xf0,0x02,0x00,0x00,0xec,0x02,0x00,0x00,
+0xef,0x02,0x00,0x00,0x51,0x00,0x05,0x00,0x8b,0x00,0x00,0x00,
+0xf2,0x02,0x00,0x00,0xdd,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
+0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xf3,0x02,0x00,0x00,
+0xf2,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x16,0x00,0x00,0x00,
+0xf5,0x02,0x00,0x00,0x13,0x00,0x00,0x00,0xf4,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xf6,0x02,0x00,0x00,
+0xf5,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xf7,0x02,0x00,0x00,0xf3,0x02,0x00,0x00,0xf6,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf8,0x02,0x00,0x00,
+0xf0,0x02,0x00,0x00,0xf7,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xfa,0x02,0x00,0x00,0xf8,0x02,0x00,0x00,
+0xbf,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xfc,0x02,0x00,0x00,0xfa,0x02,0x00,0x00,0x2a,0x03,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfe,0x02,0x00,0x00,
+0x21,0x03,0x00,0x00,0xc8,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x00,0x03,0x00,0x00,0xfe,0x02,0x00,0x00,
+0x24,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x02,0x03,0x00,0x00,0x00,0x03,0x00,0x00,0x01,0x03,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x04,0x03,0x00,0x00,
+0x22,0x03,0x00,0x00,0x44,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x05,0x03,0x00,0x00,0x02,0x03,0x00,0x00,
+0x04,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x07,0x03,0x00,0x00,0x05,0x03,0x00,0x00,0x2a,0x03,0x00,0x00,
+0x41,0x00,0x05,0x00,0xd8,0x00,0x00,0x00,0x08,0x03,0x00,0x00,
+0xd5,0x00,0x00,0x00,0x07,0x03,0x00,0x00,0x3d,0x00,0x04,0x00,
+0xcf,0x00,0x00,0x00,0x09,0x03,0x00,0x00,0x08,0x03,0x00,0x00,
+0x41,0x00,0x06,0x00,0xd9,0x01,0x00,0x00,0x0a,0x03,0x00,0x00,
+0xe9,0x02,0x00,0x00,0x15,0x00,0x00,0x00,0xfc,0x02,0x00,0x00,
+0x3e,0x00,0x03,0x00,0x0a,0x03,0x00,0x00,0x09,0x03,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0c,0x03,0x00,0x00,
+0x2a,0x03,0x00,0x00,0x9a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xdf,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xe1,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xcc,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xcc,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x0e,0x03,0x00,0x00,0x24,0x03,0x00,0x00,0x9a,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xc9,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xcb,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xb4,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xb4,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x10,0x03,0x00,0x00,0x22,0x03,0x00,0x00,
+0x9a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xb1,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xb3,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xac,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xac,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x12,0x03,0x00,0x00,
+0x21,0x03,0x00,0x00,0x9a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xa9,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xab,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x13,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x13,0x03,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+
 };
-const uint64_t matmul_id_q6_k_f32_fp32_len = 12116;
+const uint64_t matmul_id_q6_k_f32_fp32_len = 12096;
 
 unsigned char matmul_id_q8_0_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
@@ -73747,9 +77459,9 @@ unsigned char matmul_id_q8_0_f32_data[] = {
 0x43,0x00,0x00,0x00,0x44,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,
 0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x5e,0x00,0x00,0x00,
@@ -73849,7 +77561,7 @@ unsigned char matmul_id_q8_0_f32_data[] = {
 0x41,0x01,0x00,0x00,0x51,0x00,0x00,0x00,0x40,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x42,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x41,0x01,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x43,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x42,0x01,0x00,0x00,
 0x4e,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x5f,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
@@ -73882,7 +77594,7 @@ unsigned char matmul_id_q8_0_f32_data[] = {
 0x06,0x00,0x00,0x00,0x98,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
 0x97,0x01,0x00,0x00,0x4e,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x9b,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x9e,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
 0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xb9,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
@@ -74050,7 +77762,7 @@ unsigned char matmul_id_q8_0_f32_data[] = {
 0xb4,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,
 0xb8,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xbb,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0xbb,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xbe,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xbe,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
 0xd4,0x02,0x00,0x00,0x20,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,
@@ -74092,448 +77804,446 @@ unsigned char matmul_id_q8_0_f32_data[] = {
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
 0xf1,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xf6,0x00,0x00,0x00,0xea,0x02,0x00,0x00,0xf5,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,
 0xf6,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,0xf1,0x00,0x00,0x00,
-0xfd,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x00,0x01,0x00,0x00,0x50,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x01,0x01,0x00,0x00,
-0xfe,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x05,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,
-0x04,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x09,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,0x08,0x01,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0a,0x01,0x00,0x00,
-0x09,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x41,0x00,0x07,0x00,
-0x16,0x01,0x00,0x00,0x17,0x01,0x00,0x00,0x14,0x01,0x00,0x00,
-0x15,0x00,0x00,0x00,0x05,0x01,0x00,0x00,0x15,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x0c,0x01,0x00,0x00,0x18,0x01,0x00,0x00,
-0x17,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0xcf,0x00,0x00,0x00,
-0x19,0x01,0x00,0x00,0x18,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
-0x1f,0x01,0x00,0x00,0x20,0x01,0x00,0x00,0x14,0x01,0x00,0x00,
-0x15,0x00,0x00,0x00,0x05,0x01,0x00,0x00,0x9a,0x00,0x00,0x00,
-0x0a,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x0d,0x01,0x00,0x00,
-0x21,0x01,0x00,0x00,0x20,0x01,0x00,0x00,0x72,0x00,0x04,0x00,
-0x14,0x00,0x00,0x00,0x22,0x01,0x00,0x00,0x21,0x01,0x00,0x00,
-0x6f,0x00,0x04,0x00,0xcf,0x00,0x00,0x00,0x23,0x01,0x00,0x00,
-0x22,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x26,0x01,0x00,0x00,0x0a,0x01,0x00,0x00,0x1b,0x00,0x00,0x00,
-0x41,0x00,0x08,0x00,0x1f,0x01,0x00,0x00,0x27,0x01,0x00,0x00,
+0xfd,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x01,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
+0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x05,0x01,0x00,0x00,
+0xf8,0x00,0x00,0x00,0x04,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x09,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,
+0x08,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x0a,0x01,0x00,0x00,0x09,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x41,0x00,0x07,0x00,0x16,0x01,0x00,0x00,0x17,0x01,0x00,0x00,
 0x14,0x01,0x00,0x00,0x15,0x00,0x00,0x00,0x05,0x01,0x00,0x00,
-0x9a,0x00,0x00,0x00,0x26,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x0d,0x01,0x00,0x00,0x28,0x01,0x00,0x00,0x27,0x01,0x00,0x00,
-0x72,0x00,0x04,0x00,0x14,0x00,0x00,0x00,0x29,0x01,0x00,0x00,
-0x28,0x01,0x00,0x00,0x6f,0x00,0x04,0x00,0xcf,0x00,0x00,0x00,
-0x2a,0x01,0x00,0x00,0x29,0x01,0x00,0x00,0x50,0x00,0x05,0x00,
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-0xb1,0x02,0x00,0x00,0xd6,0x02,0x00,0x00,0xc8,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb3,0x02,0x00,0x00,
-0xb1,0x02,0x00,0x00,0xd9,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xb5,0x02,0x00,0x00,0xb3,0x02,0x00,0x00,
-0xb4,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xb7,0x02,0x00,0x00,0xd7,0x02,0x00,0x00,0x44,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb8,0x02,0x00,0x00,
-0xb5,0x02,0x00,0x00,0xb7,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xba,0x02,0x00,0x00,0xb8,0x02,0x00,0x00,
-0xdf,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xd8,0x00,0x00,0x00,
-0xbb,0x02,0x00,0x00,0xd5,0x00,0x00,0x00,0xba,0x02,0x00,0x00,
-0x3d,0x00,0x04,0x00,0xcf,0x00,0x00,0x00,0xbc,0x02,0x00,0x00,
-0xbb,0x02,0x00,0x00,0x41,0x00,0x06,0x00,0x87,0x01,0x00,0x00,
-0xbd,0x02,0x00,0x00,0x9c,0x02,0x00,0x00,0x15,0x00,0x00,0x00,
-0xaf,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0xbd,0x02,0x00,0x00,
-0xbc,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xbf,0x02,0x00,0x00,0xdf,0x02,0x00,0x00,0x9a,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x92,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x94,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x7f,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x7f,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xc1,0x02,0x00,0x00,0xd9,0x02,0x00,0x00,
-0x9a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x7c,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x7e,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x67,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x67,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc3,0x02,0x00,0x00,
-0xd7,0x02,0x00,0x00,0x9a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x64,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x66,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x5f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x5f,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xc5,0x02,0x00,0x00,0xd6,0x02,0x00,0x00,0x9a,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x5c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x5e,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xc6,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xc6,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,
-0x38,0x00,0x01,0x00,
+0x66,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x5f,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x5f,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xc5,0x02,0x00,0x00,0xd6,0x02,0x00,0x00,
+0x9a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x5c,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x5e,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xc6,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xc6,0x02,0x00,0x00,
+0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 };
-const uint64_t matmul_id_q8_0_f32_len = 11080;
+const uint64_t matmul_id_q8_0_f32_len = 11060;
 
 unsigned char matmul_id_q8_0_f32_aligned_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
@@ -76603,9 +80313,9 @@ unsigned char matmul_id_q8_0_f32_fp32_data[] = {
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
 0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x4f,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x54,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x59,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
 0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x5e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
@@ -76704,7 +80414,7 @@ unsigned char matmul_id_q8_0_f32_fp32_data[] = {
 0x06,0x00,0x00,0x00,0x3f,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0x3e,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x40,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0x3f,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x3f,0x01,0x00,0x00,0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x41,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
 0x40,0x01,0x00,0x00,0x4e,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x5d,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
@@ -76736,7 +80446,7 @@ unsigned char matmul_id_q8_0_f32_fp32_data[] = {
 0x06,0x00,0x00,0x00,0x94,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
 0x93,0x01,0x00,0x00,0x4e,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x97,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x9a,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
 0x4e,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xb5,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
@@ -76903,7 +80613,7 @@ unsigned char matmul_id_q8_0_f32_fp32_data[] = {
 0xb7,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xb9,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
-0xb9,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xb9,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xbe,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xbe,0x00,0x00,0x00,
 0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xcd,0x02,0x00,0x00,
 0x20,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0xdb,0x00,0x00,0x00,
@@ -76944,442 +80654,440 @@ unsigned char matmul_id_q8_0_f32_fp32_data[] = {
 0x55,0x00,0x00,0x00,0xdf,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0xf1,0x00,0x00,0x00,
 0xb7,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xf5,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0xf5,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,
 0xe3,0x02,0x00,0x00,0xf5,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,
 0x50,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xfe,0x00,0x00,0x00,0xf1,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x00,0x01,0x00,0x00,
-0x50,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x01,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,
-0x00,0x01,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x05,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,0x04,0x01,0x00,0x00,
-0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x09,0x01,0x00,0x00,
-0xf8,0x00,0x00,0x00,0x08,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x0a,0x01,0x00,0x00,0x09,0x01,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x41,0x00,0x07,0x00,0x16,0x01,0x00,0x00,
-0x17,0x01,0x00,0x00,0x14,0x01,0x00,0x00,0x15,0x00,0x00,0x00,
-0x05,0x01,0x00,0x00,0x15,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x0c,0x01,0x00,0x00,0x18,0x01,0x00,0x00,0x17,0x01,0x00,0x00,
-0x73,0x00,0x04,0x00,0xcf,0x00,0x00,0x00,0x19,0x01,0x00,0x00,
-0x18,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x1f,0x01,0x00,0x00,
-0x20,0x01,0x00,0x00,0x14,0x01,0x00,0x00,0x15,0x00,0x00,0x00,
-0x05,0x01,0x00,0x00,0x9a,0x00,0x00,0x00,0x0a,0x01,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x0d,0x01,0x00,0x00,0x21,0x01,0x00,0x00,
-0x20,0x01,0x00,0x00,0x72,0x00,0x04,0x00,0x14,0x00,0x00,0x00,
-0x22,0x01,0x00,0x00,0x21,0x01,0x00,0x00,0x6f,0x00,0x04,0x00,
-0xcf,0x00,0x00,0x00,0x23,0x01,0x00,0x00,0x22,0x01,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x26,0x01,0x00,0x00,
-0x0a,0x01,0x00,0x00,0x1b,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
-0x1f,0x01,0x00,0x00,0x27,0x01,0x00,0x00,0x14,0x01,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x01,0x01,0x00,0x00,
+0xfe,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x05,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,
+0x04,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x09,0x01,0x00,0x00,0xf8,0x00,0x00,0x00,0x08,0x01,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0a,0x01,0x00,0x00,
+0x09,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x41,0x00,0x07,0x00,
+0x16,0x01,0x00,0x00,0x17,0x01,0x00,0x00,0x14,0x01,0x00,0x00,
+0x15,0x00,0x00,0x00,0x05,0x01,0x00,0x00,0x15,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x0c,0x01,0x00,0x00,0x18,0x01,0x00,0x00,
+0x17,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0xcf,0x00,0x00,0x00,
+0x19,0x01,0x00,0x00,0x18,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
+0x1f,0x01,0x00,0x00,0x20,0x01,0x00,0x00,0x14,0x01,0x00,0x00,
 0x15,0x00,0x00,0x00,0x05,0x01,0x00,0x00,0x9a,0x00,0x00,0x00,
-0x26,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x0d,0x01,0x00,0x00,
-0x28,0x01,0x00,0x00,0x27,0x01,0x00,0x00,0x72,0x00,0x04,0x00,
-0x14,0x00,0x00,0x00,0x29,0x01,0x00,0x00,0x28,0x01,0x00,0x00,
-0x6f,0x00,0x04,0x00,0xcf,0x00,0x00,0x00,0x2a,0x01,0x00,0x00,
-0x29,0x01,0x00,0x00,0x50,0x00,0x05,0x00,0x1a,0x01,0x00,0x00,
-0x2b,0x01,0x00,0x00,0x23,0x01,0x00,0x00,0x2a,0x01,0x00,0x00,
-0x8e,0x00,0x05,0x00,0x1a,0x01,0x00,0x00,0x2d,0x01,0x00,0x00,
-0x2b,0x01,0x00,0x00,0x19,0x01,0x00,0x00,0x51,0x00,0x05,0x00,
-0xcf,0x00,0x00,0x00,0x35,0x01,0x00,0x00,0x2d,0x01,0x00,0x00,
-0x00,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x36,0x01,0x00,0x00,
-0x37,0x01,0x00,0x00,0x32,0x01,0x00,0x00,0x01,0x01,0x00,0x00,
-0x3e,0x00,0x03,0x00,0x37,0x01,0x00,0x00,0x35,0x01,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x39,0x01,0x00,0x00,
-0x01,0x01,0x00,0x00,0x1b,0x00,0x00,0x00,0x51,0x00,0x05,0x00,
-0xcf,0x00,0x00,0x00,0x3b,0x01,0x00,0x00,0x2d,0x01,0x00,0x00,
-0x01,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x36,0x01,0x00,0x00,
-0x3c,0x01,0x00,0x00,0x32,0x01,0x00,0x00,0x39,0x01,0x00,0x00,
-0x3e,0x00,0x03,0x00,0x3c,0x01,0x00,0x00,0x3b,0x01,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x43,0x01,0x00,0x00,
-0xdf,0x02,0x00,0x00,0x41,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xe6,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xe8,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x45,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x45,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xe0,0x02,0x00,0x00,0x20,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,
-0x96,0x01,0x00,0x00,0x48,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0x6b,0x00,0x00,0x00,0x4b,0x01,0x00,0x00,0xe0,0x02,0x00,0x00,
-0xa2,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x47,0x01,0x00,0x00,
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+0xbf,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xbf,0x02,0x00,0x00,
+0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 };
-const uint64_t matmul_id_q8_0_f32_fp32_len = 10960;
+const uint64_t matmul_id_q8_0_f32_fp32_len = 10940;
 
 unsigned char matmul_q2_k_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
@@ -77524,9 +81232,9 @@ unsigned char matmul_q2_k_f32_data[] = {
 0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x6d,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
 0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
@@ -77618,7 +81326,7 @@ unsigned char matmul_q2_k_f32_data[] = {
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x67,0x01,0x00,0x00,
 0x51,0x00,0x00,0x00,0x66,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x68,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0x67,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x67,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x69,0x01,0x00,0x00,
 0x86,0x00,0x00,0x00,0x68,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x87,0x01,0x00,0x00,
@@ -77649,7 +81357,7 @@ unsigned char matmul_q2_k_f32_data[] = {
 0x6d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xb5,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xb6,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xb9,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
 0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xd4,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
@@ -77761,566 +81469,565 @@ unsigned char matmul_q2_k_f32_data[] = {
 0x88,0x00,0x00,0x00,0x87,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x8a,0x00,0x00,0x00,0x48,0x00,0x00,0x00,
 0x3a,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x8d,0x00,0x00,0x00,0x8a,0x00,0x00,0x00,0x83,0x00,0x00,0x00,
-0x0c,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x8e,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x26,0x00,0x00,0x00,0x88,0x00,0x00,0x00,
-0x8d,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
-0x92,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x91,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x93,0x00,0x00,0x00,
-0x92,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x94,0x00,0x00,0x00,0x33,0x00,0x00,0x00,0x93,0x00,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x96,0x00,0x00,0x00,
-0x43,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x17,0x00,0x00,0x00,0x98,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x97,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x99,0x00,0x00,0x00,0x98,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,0x96,0x00,0x00,0x00,
-0x99,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x9b,0x00,0x00,0x00,0x94,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,
-0x9b,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x9e,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
-0xa2,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,
-0xa2,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa4,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,
-0x4b,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x17,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0xa8,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0xaa,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xab,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,
-0xaa,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xac,0x00,0x00,0x00,0xa4,0x00,0x00,0x00,0xab,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xae,0x00,0x00,0x00,
-0xac,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xaf,0x00,0x00,0x00,0xae,0x00,0x00,0x00,
-0x3a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xb1,0x00,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xb1,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xf1,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
-0x05,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,
-0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xc2,0x00,0x00,0x00,
-0xf1,0x02,0x00,0x00,0xc0,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
-0xb3,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0xfa,0x00,0x04,0x00,0xc2,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,
-0xb3,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xb2,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,0xcd,0x00,0x00,0x00,
-0xc9,0x00,0x00,0x00,0xf1,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
-0xcd,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0xf1,0x02,0x00,0x00,
-0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xb1,0x00,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xb3,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xd3,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd3,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x0a,0x03,0x00,0x00,
-0xaf,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,0xbb,0x01,0x00,0x00,
-0xd6,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x06,0x03,0x00,0x00,0x9e,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
-0xb8,0x01,0x00,0x00,0xd6,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
-0x06,0x00,0x00,0x00,0xf2,0x02,0x00,0x00,0x84,0x00,0x00,0x00,
-0xb3,0x00,0x00,0x00,0x69,0x02,0x00,0x00,0xd6,0x00,0x00,0x00,
-0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xda,0x00,0x00,0x00,
-0xf2,0x02,0x00,0x00,0x8e,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
-0xd5,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0xfa,0x00,0x04,0x00,0xda,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,
-0xd5,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xd4,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xdc,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xdc,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x02,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,
-0x6b,0x01,0x00,0x00,0xdd,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0xe2,0x00,0x00,0x00,0x02,0x03,0x00,0x00,
-0x38,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xde,0x00,0x00,0x00,
-0xdd,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0xe2,0x00,0x00,0x00,0xdd,0x00,0x00,0x00,0xde,0x00,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,0x74,0x00,0x00,0x00,
-0x02,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xea,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,0x99,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,
-0xea,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xec,0x00,0x00,0x00,0x06,0x03,0x00,0x00,
-0xeb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xee,0x00,0x00,0x00,0xec,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
-0xe7,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xf7,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
-0xee,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,0xee,0x00,0x00,0x00,
-0xfa,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x02,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,0x01,0x01,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x04,0x01,0x00,0x00,
-0x02,0x01,0x00,0x00,0x03,0x01,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x07,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,
-0x06,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x08,0x01,0x00,0x00,0x07,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x09,0x01,0x00,0x00,
-0x04,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x0d,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,
-0x0c,0x01,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x10,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,0x01,0x01,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x11,0x01,0x00,0x00,
-0x10,0x01,0x00,0x00,0x06,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x12,0x01,0x00,0x00,0x11,0x01,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x22,0x01,0x00,0x00,
-0x23,0x01,0x00,0x00,0x1f,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
-0xfb,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x09,0x01,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x16,0x01,0x00,0x00,0x24,0x01,0x00,0x00,
-0x23,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x25,0x01,0x00,0x00,0x24,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x28,0x01,0x00,0x00,0x09,0x01,0x00,0x00,
-0x3a,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x22,0x01,0x00,0x00,
-0x29,0x01,0x00,0x00,0x1f,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
-0xfb,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x28,0x01,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x16,0x01,0x00,0x00,0x2a,0x01,0x00,0x00,
-0x29,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x2b,0x01,0x00,0x00,0x2a,0x01,0x00,0x00,0x50,0x00,0x05,0x00,
-0x13,0x01,0x00,0x00,0x2c,0x01,0x00,0x00,0x25,0x01,0x00,0x00,
-0x2b,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x22,0x01,0x00,0x00,
-0x30,0x01,0x00,0x00,0x1f,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
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-0xd2,0x02,0x00,0x00,0x9c,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xd6,0x02,0x00,0x00,0xd4,0x02,0x00,0x00,
-0xf8,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd8,0x02,0x00,0x00,0xf3,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xda,0x02,0x00,0x00,
-0xd8,0x02,0x00,0x00,0xf6,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xdc,0x02,0x00,0x00,0xda,0x02,0x00,0x00,
-0xdb,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xde,0x02,0x00,0x00,0xf4,0x02,0x00,0x00,0x63,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xdf,0x02,0x00,0x00,
-0xdc,0x02,0x00,0x00,0xde,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xe1,0x02,0x00,0x00,0xdf,0x02,0x00,0x00,
-0xf8,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,
-0xe2,0x02,0x00,0x00,0xc9,0x00,0x00,0x00,0xe1,0x02,0x00,0x00,
-0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0xe3,0x02,0x00,0x00,
-0xe2,0x02,0x00,0x00,0x41,0x00,0x06,0x00,0xa1,0x01,0x00,0x00,
-0xe4,0x02,0x00,0x00,0xc9,0x02,0x00,0x00,0x35,0x00,0x00,0x00,
-0xd6,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0xe4,0x02,0x00,0x00,
-0xe3,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xc5,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xc5,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xb1,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xb1,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe6,0x02,0x00,0x00,
-0xf8,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xae,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xb0,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xa9,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xa9,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xe8,0x02,0x00,0x00,0xf6,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xa6,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xa8,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x91,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x91,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xea,0x02,0x00,0x00,0xf4,0x02,0x00,0x00,
-0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x8e,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x90,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x89,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x89,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xec,0x02,0x00,0x00,
-0xf3,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x86,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x88,0x02,0x00,0x00,
-0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+0xb0,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xa9,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xa9,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xe8,0x02,0x00,0x00,0xf6,0x02,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xa6,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xa8,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x91,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x91,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xea,0x02,0x00,0x00,
+0xf4,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x8e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x90,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x89,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x89,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xec,0x02,0x00,0x00,0xf3,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x86,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x88,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+
 };
-const uint64_t matmul_q2_k_f32_len = 11240;
+const uint64_t matmul_q2_k_f32_len = 11220;
 
 unsigned char matmul_q2_k_f32_aligned_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
@@ -80379,9 +84086,9 @@ unsigned char matmul_q2_k_f32_fp32_data[] = {
 0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
 0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,
@@ -80474,7 +84181,7 @@ unsigned char matmul_q2_k_f32_fp32_data[] = {
 0x65,0x01,0x00,0x00,0x51,0x00,0x00,0x00,0x64,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x66,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x65,0x01,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x67,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x66,0x01,0x00,0x00,
 0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x85,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
@@ -80503,7 +84210,7 @@ unsigned char matmul_q2_k_f32_fp32_data[] = {
 0x6d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xb1,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xb2,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xb5,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
 0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xd0,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
@@ -80632,7 +84339,7 @@ unsigned char matmul_q2_k_f32_fp32_data[] = {
 0x94,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,
 0x84,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x9e,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x9e,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,
 0x14,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,
@@ -80690,483 +84397,482 @@ unsigned char matmul_q2_k_f32_fp32_data[] = {
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xea,0x00,0x00,0x00,
 0xe7,0x00,0x00,0x00,0x99,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,0xea,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xec,0x00,0x00,0x00,0xff,0x02,0x00,0x00,0xeb,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xee,0x00,0x00,0x00,
 0xec,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,
-0xf3,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xf6,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
-0xf4,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xee,0x00,0x00,0x00,
-0xfa,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xfe,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x02,0x01,0x00,0x00,
-0xfe,0x00,0x00,0x00,0x01,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x04,0x01,0x00,0x00,0x02,0x01,0x00,0x00,
-0x03,0x01,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x07,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,0x06,0x01,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x08,0x01,0x00,0x00,
-0x07,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x09,0x01,0x00,0x00,0x04,0x01,0x00,0x00,
-0x08,0x01,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x0d,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x10,0x01,0x00,0x00,
-0xfe,0x00,0x00,0x00,0x01,0x01,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x11,0x01,0x00,0x00,0x10,0x01,0x00,0x00,
+0xf3,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xf7,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
+0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
+0xee,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,0xee,0x00,0x00,0x00,
+0xfa,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x02,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,0x01,0x01,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x04,0x01,0x00,0x00,
+0x02,0x01,0x00,0x00,0x03,0x01,0x00,0x00,0x89,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x07,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,
 0x06,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x12,0x01,0x00,0x00,0x11,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x41,0x00,0x08,0x00,0x22,0x01,0x00,0x00,0x23,0x01,0x00,0x00,
-0x1f,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
-0xcf,0x00,0x00,0x00,0x09,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x16,0x01,0x00,0x00,0x24,0x01,0x00,0x00,0x23,0x01,0x00,0x00,
-0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x25,0x01,0x00,0x00,
-0x24,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x28,0x01,0x00,0x00,0x09,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
-0x41,0x00,0x08,0x00,0x22,0x01,0x00,0x00,0x29,0x01,0x00,0x00,
-0x1f,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
-0xcf,0x00,0x00,0x00,0x28,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x16,0x01,0x00,0x00,0x2a,0x01,0x00,0x00,0x29,0x01,0x00,0x00,
-0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x2b,0x01,0x00,0x00,
-0x2a,0x01,0x00,0x00,0x50,0x00,0x05,0x00,0x13,0x01,0x00,0x00,
-0x2c,0x01,0x00,0x00,0x25,0x01,0x00,0x00,0x2b,0x01,0x00,0x00,
-0x41,0x00,0x08,0x00,0x22,0x01,0x00,0x00,0x30,0x01,0x00,0x00,
-0x1f,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
-0x35,0x00,0x00,0x00,0x0d,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x16,0x01,0x00,0x00,0x31,0x01,0x00,0x00,0x30,0x01,0x00,0x00,
-0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x32,0x01,0x00,0x00,
-0x31,0x01,0x00,0x00,0x41,0x00,0x07,0x00,0x37,0x01,0x00,0x00,
-0x38,0x01,0x00,0x00,0x1f,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
-0xfb,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
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+0xbe,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xbe,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xaa,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xaa,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xdf,0x02,0x00,0x00,0xf1,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xa7,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xa7,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xf1,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0xa0,0x02,0x00,0x00,
-0xdf,0x02,0x00,0x00,0xaa,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0xad,0x02,0x00,0x00,0xf1,0x02,0x00,0x00,
-0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xa9,0x02,0x00,0x00,
-0xaa,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0xad,0x02,0x00,0x00,0xa8,0x02,0x00,0x00,0xa9,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xa8,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xb0,0x02,0x00,0x00,0x95,0x02,0x00,0x00,
-0xf1,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xb3,0x02,0x00,0x00,0xb0,0x02,0x00,0x00,0x37,0x00,0x00,0x00,
-0xf7,0x00,0x03,0x00,0xb5,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
-0xfa,0x00,0x04,0x00,0xb3,0x02,0x00,0x00,0xb4,0x02,0x00,0x00,
-0xb5,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xb4,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb8,0x02,0x00,0x00,
-0x9d,0x02,0x00,0x00,0xef,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
-0x17,0x00,0x00,0x00,0xb9,0x02,0x00,0x00,0x14,0x00,0x00,0x00,
-0xcf,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0xba,0x02,0x00,0x00,0xb9,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0xbb,0x02,0x00,0x00,0xb8,0x02,0x00,0x00,
-0xba,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xb5,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xb5,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,
-0xc1,0x00,0x00,0x00,0xbc,0x02,0x00,0x00,0xb3,0x02,0x00,0x00,
-0xa8,0x02,0x00,0x00,0xbb,0x02,0x00,0x00,0xb4,0x02,0x00,0x00,
-0xf7,0x00,0x03,0x00,0xbe,0x02,0x00,0x00,0x00,0x00,0x00,0x00,
-0xfa,0x00,0x04,0x00,0xbc,0x02,0x00,0x00,0xbd,0x02,0x00,0x00,
-0xbe,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xbd,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc6,0x02,0x00,0x00,
-0x9d,0x02,0x00,0x00,0xef,0x02,0x00,0x00,0x41,0x00,0x05,0x00,
-0x17,0x00,0x00,0x00,0xc8,0x02,0x00,0x00,0x14,0x00,0x00,0x00,
-0xc7,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0xc9,0x02,0x00,0x00,0xc8,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xca,0x02,0x00,0x00,0xc6,0x02,0x00,0x00,
-0xc9,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xcb,0x02,0x00,0x00,0x7d,0x02,0x00,0x00,0xca,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xcd,0x02,0x00,0x00,
-0xcb,0x02,0x00,0x00,0x95,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xcf,0x02,0x00,0x00,0xcd,0x02,0x00,0x00,
-0xf1,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd1,0x02,0x00,0x00,0xec,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd3,0x02,0x00,0x00,
-0xd1,0x02,0x00,0x00,0xef,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xd5,0x02,0x00,0x00,0xd3,0x02,0x00,0x00,
-0xd4,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd7,0x02,0x00,0x00,0xed,0x02,0x00,0x00,0x63,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd8,0x02,0x00,0x00,
-0xd5,0x02,0x00,0x00,0xd7,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xda,0x02,0x00,0x00,0xd8,0x02,0x00,0x00,
-0xf1,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,
-0xdb,0x02,0x00,0x00,0xc9,0x00,0x00,0x00,0xda,0x02,0x00,0x00,
-0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0xdc,0x02,0x00,0x00,
-0xdb,0x02,0x00,0x00,0x41,0x00,0x06,0x00,0x9f,0x01,0x00,0x00,
-0xdd,0x02,0x00,0x00,0xc2,0x02,0x00,0x00,0x35,0x00,0x00,0x00,
-0xcf,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0xdd,0x02,0x00,0x00,
-0xdc,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xbe,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xbe,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xaa,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xaa,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xdf,0x02,0x00,0x00,
-0xf1,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xa7,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xa9,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xa2,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xa2,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xe1,0x02,0x00,0x00,0xef,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x9f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xa1,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x8a,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x8a,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xe3,0x02,0x00,0x00,0xed,0x02,0x00,0x00,
-0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x87,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x89,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x82,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x82,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe5,0x02,0x00,0x00,
-0xec,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x7f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x81,0x02,0x00,0x00,
-0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+0xa9,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xa2,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xa2,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xe1,0x02,0x00,0x00,0xef,0x02,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x9f,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xa1,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x8a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x8a,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe3,0x02,0x00,0x00,
+0xed,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x87,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x89,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x82,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x82,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xe5,0x02,0x00,0x00,0xec,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x7f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x81,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+
 };
-const uint64_t matmul_q2_k_f32_fp32_len = 11120;
+const uint64_t matmul_q2_k_f32_fp32_len = 11100;
 
 unsigned char matmul_q3_k_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
@@ -81315,9 +85021,9 @@ unsigned char matmul_q3_k_f32_data[] = {
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x6e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x73,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x78,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x7d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
@@ -81411,7 +85117,7 @@ unsigned char matmul_q3_k_f32_data[] = {
 0xe7,0x01,0x00,0x00,0x51,0x00,0x00,0x00,0xe6,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xe8,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0xe7,0x01,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xe9,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0xe8,0x01,0x00,0x00,
 0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x07,0x02,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
@@ -81441,7 +85147,7 @@ unsigned char matmul_q3_k_f32_data[] = {
 0x31,0x02,0x00,0x00,0x6d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x35,0x02,0x00,0x00,0x08,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x36,0x02,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x39,0x02,0x00,0x00,
 0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x54,0x02,0x00,0x00,
@@ -81570,7 +85276,7 @@ unsigned char matmul_q3_k_f32_data[] = {
 0x94,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,
 0x84,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x9e,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x9e,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,
 0x14,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,
@@ -81628,645 +85334,643 @@ unsigned char matmul_q3_k_f32_data[] = {
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xea,0x00,0x00,0x00,
 0xe7,0x00,0x00,0x00,0x99,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,0xea,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xec,0x00,0x00,0x00,0x82,0x03,0x00,0x00,0xeb,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xee,0x00,0x00,0x00,
 0xec,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,
-0xf3,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xf6,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
-0xf4,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xee,0x00,0x00,0x00,
-0xfa,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xfe,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x02,0x01,0x00,0x00,
-0xfe,0x00,0x00,0x00,0x01,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x06,0x01,0x00,0x00,0x02,0x01,0x00,0x00,
-0x05,0x01,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x09,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,0x08,0x01,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0a,0x01,0x00,0x00,
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-0x06,0x00,0x00,0x00,0x5f,0x03,0x00,0x00,0x5c,0x03,0x00,0x00,
-0x5e,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x61,0x03,0x00,0x00,0x5f,0x03,0x00,0x00,0x74,0x03,0x00,0x00,
-0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,0x62,0x03,0x00,0x00,
-0xc9,0x00,0x00,0x00,0x61,0x03,0x00,0x00,0x3d,0x00,0x04,0x00,
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-0x41,0x00,0x06,0x00,0x21,0x02,0x00,0x00,0x64,0x03,0x00,0x00,
-0x49,0x03,0x00,0x00,0x35,0x00,0x00,0x00,0x56,0x03,0x00,0x00,
-0x3e,0x00,0x03,0x00,0x64,0x03,0x00,0x00,0x63,0x03,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x45,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x45,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,0x31,0x03,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x31,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x66,0x03,0x00,0x00,0x74,0x03,0x00,0x00,
-0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x2e,0x03,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x30,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x29,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x29,0x03,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x68,0x03,0x00,0x00,
-0x72,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x26,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x28,0x03,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x11,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x11,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x6a,0x03,0x00,0x00,0x70,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x0e,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x10,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,0x09,0x03,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x09,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x6c,0x03,0x00,0x00,0x6f,0x03,0x00,0x00,
-0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x06,0x03,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x08,0x03,0x00,0x00,0xfd,0x00,0x01,0x00,
-0x38,0x00,0x01,0x00,
+0x28,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,0x11,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x11,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x6a,0x03,0x00,0x00,0x70,0x03,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x0e,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x10,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x09,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x09,0x03,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6c,0x03,0x00,0x00,
+0x6f,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x06,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x08,0x03,0x00,0x00,
+0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 };
-const uint64_t matmul_q3_k_f32_len = 13144;
+const uint64_t matmul_q3_k_f32_len = 13124;
 
 unsigned char matmul_q3_k_f32_aligned_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
@@ -84647,9 +88351,9 @@ unsigned char matmul_q3_k_f32_fp32_data[] = {
 0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x6d,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
 0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
@@ -84743,7 +88447,7 @@ unsigned char matmul_q3_k_f32_fp32_data[] = {
 0x06,0x00,0x00,0x00,0xe5,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0xe4,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xe6,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0xe5,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0xe5,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xe7,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
 0xe6,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x05,0x02,0x00,0x00,0x80,0x00,0x00,0x00,
@@ -84772,7 +88476,7 @@ unsigned char matmul_q3_k_f32_fp32_data[] = {
 0x2d,0x02,0x00,0x00,0x6d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x31,0x02,0x00,0x00,0x08,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x32,0x02,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x35,0x02,0x00,0x00,
 0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x50,0x02,0x00,0x00,
@@ -84900,7 +88604,7 @@ unsigned char matmul_q3_k_f32_fp32_data[] = {
 0x9a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x9d,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9e,0x00,0x00,0x00,
-0x9d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x9d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
 0x17,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
 0xa1,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xa3,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
@@ -84957,639 +88661,637 @@ unsigned char matmul_q3_k_f32_fp32_data[] = {
 0x74,0x00,0x00,0x00,0x77,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xea,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,
 0x99,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xeb,0x00,0x00,0x00,0xea,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0xeb,0x00,0x00,0x00,0xea,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xec,0x00,0x00,0x00,
 0x7b,0x03,0x00,0x00,0xeb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0xec,0x00,0x00,0x00,
 0x6f,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xf4,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,
-0x6f,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
-0xf6,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xfb,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,
-0xee,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x02,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,
-0x01,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x06,0x01,0x00,0x00,0x02,0x01,0x00,0x00,0x05,0x01,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x09,0x01,0x00,0x00,
-0xfe,0x00,0x00,0x00,0x08,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x0a,0x01,0x00,0x00,0x09,0x01,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x0b,0x01,0x00,0x00,0x06,0x01,0x00,0x00,0x0a,0x01,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x18,0x01,0x00,0x00,
-0xfe,0x00,0x00,0x00,0x17,0x01,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x1b,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,
-0x01,0x01,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1c,0x01,0x00,0x00,0x1b,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1f,0x01,0x00,0x00,
-0x1c,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x22,0x01,0x00,0x00,0x13,0x01,0x00,0x00,
-0x02,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x24,0x01,0x00,0x00,0x22,0x01,0x00,0x00,0x1c,0x01,0x00,0x00,
-0xc4,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x25,0x01,0x00,0x00,
-0xcf,0x00,0x00,0x00,0x24,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x26,0x01,0x00,0x00,0x25,0x01,0x00,0x00,
-0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x2b,0x01,0x00,0x00,
-0x18,0x01,0x00,0x00,0x13,0x01,0x00,0x00,0xf7,0x00,0x03,0x00,
-0x2f,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0x2b,0x01,0x00,0x00,0x2e,0x01,0x00,0x00,0x50,0x01,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x2e,0x01,0x00,0x00,0x82,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3d,0x01,0x00,0x00,0x18,0x01,0x00,0x00,
-0x3f,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x3e,0x01,0x00,0x00,
-0x3f,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
-0xfb,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x3d,0x01,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x30,0x01,0x00,0x00,0x40,0x01,0x00,0x00,
-0x3f,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x41,0x01,0x00,0x00,0x40,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
-0x15,0x00,0x00,0x00,0x42,0x01,0x00,0x00,0x41,0x01,0x00,0x00,
-0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x44,0x01,0x00,0x00,
-0x42,0x01,0x00,0x00,0x43,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x47,0x01,0x00,0x00,0x18,0x01,0x00,0x00,
-0x17,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x3e,0x01,0x00,0x00,
-0x48,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
-0xfb,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x47,0x01,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x30,0x01,0x00,0x00,0x49,0x01,0x00,0x00,
-0x48,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,0x30,0x01,0x00,0x00,
-0x4a,0x01,0x00,0x00,0x49,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
-0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4b,0x01,0x00,0x00,
-0x4a,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
-0x4c,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x4d,0x01,0x00,0x00,0x4c,0x01,0x00,0x00,
-0x97,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x4e,0x01,0x00,0x00,0x4d,0x01,0x00,0x00,0xa8,0x00,0x00,0x00,
-0xc5,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x4f,0x01,0x00,0x00,
-0x44,0x01,0x00,0x00,0x4e,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x2f,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x50,0x01,0x00,0x00,
-0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x52,0x01,0x00,0x00,
-0x18,0x01,0x00,0x00,0x17,0x01,0x00,0x00,0xf7,0x00,0x03,0x00,
-0x55,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0x52,0x01,0x00,0x00,0x54,0x01,0x00,0x00,0x69,0x01,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x54,0x01,0x00,0x00,0x82,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x58,0x01,0x00,0x00,0x18,0x01,0x00,0x00,
-0x3f,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x3e,0x01,0x00,0x00,
-0x59,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
-0xfb,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x58,0x01,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x30,0x01,0x00,0x00,0x5a,0x01,0x00,0x00,
-0x59,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x5b,0x01,0x00,0x00,0x5a,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
-0x15,0x00,0x00,0x00,0x5c,0x01,0x00,0x00,0x5b,0x01,0x00,0x00,
-0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x5d,0x01,0x00,0x00,
-0x5c,0x01,0x00,0x00,0x43,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x60,0x01,0x00,0x00,0x18,0x01,0x00,0x00,
-0x13,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x3e,0x01,0x00,0x00,
-0x61,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
-0xfb,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x60,0x01,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x30,0x01,0x00,0x00,0x62,0x01,0x00,0x00,
-0x61,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,0x30,0x01,0x00,0x00,
-0x63,0x01,0x00,0x00,0x62,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x64,0x01,0x00,0x00,
-0x63,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
-0x65,0x01,0x00,0x00,0x64,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x66,0x01,0x00,0x00,0x65,0x01,0x00,0x00,
-0x97,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x67,0x01,0x00,0x00,0x66,0x01,0x00,0x00,0xa8,0x00,0x00,0x00,
-0xc5,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x68,0x01,0x00,0x00,
-0x5d,0x01,0x00,0x00,0x67,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x55,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x69,0x01,0x00,0x00,
-0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x6b,0x01,0x00,0x00,
-0x18,0x01,0x00,0x00,0x33,0x01,0x00,0x00,0xf7,0x00,0x03,0x00,
-0x6e,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0x6b,0x01,0x00,0x00,0x6d,0x01,0x00,0x00,0x82,0x01,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x6d,0x01,0x00,0x00,0x82,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x71,0x01,0x00,0x00,0x18,0x01,0x00,0x00,
-0x17,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x3e,0x01,0x00,0x00,
-0x72,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
-0xfb,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x71,0x01,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x30,0x01,0x00,0x00,0x73,0x01,0x00,0x00,
-0x72,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,0x30,0x01,0x00,0x00,
-0x74,0x01,0x00,0x00,0x73,0x01,0x00,0x00,0xa8,0x00,0x00,0x00,
-0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x75,0x01,0x00,0x00,
-0x74,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
-0x76,0x01,0x00,0x00,0x75,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
-0x3e,0x01,0x00,0x00,0x7a,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
+0xf4,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xee,0x00,0x00,0x00,
+0xfa,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xfe,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
+0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x02,0x01,0x00,0x00,
+0xfe,0x00,0x00,0x00,0x01,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x06,0x01,0x00,0x00,0x02,0x01,0x00,0x00,
+0x05,0x01,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x09,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,0x08,0x01,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0a,0x01,0x00,0x00,
+0x09,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x0b,0x01,0x00,0x00,0x06,0x01,0x00,0x00,
+0x0a,0x01,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x18,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,0x17,0x01,0x00,0x00,
+0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1b,0x01,0x00,0x00,
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-0xf9,0x00,0x02,0x00,0x0a,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x0a,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x63,0x03,0x00,0x00,0x69,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x07,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x09,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,0x02,0x03,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x02,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x65,0x03,0x00,0x00,0x68,0x03,0x00,0x00,
-0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xff,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x01,0x03,0x00,0x00,0xfd,0x00,0x01,0x00,
-0x38,0x00,0x01,0x00,
+0x21,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,0x0a,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x0a,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x63,0x03,0x00,0x00,0x69,0x03,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x07,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x09,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x02,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x02,0x03,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x65,0x03,0x00,0x00,
+0x68,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xff,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x01,0x03,0x00,0x00,
+0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 };
-const uint64_t matmul_q3_k_f32_fp32_len = 13024;
+const uint64_t matmul_q3_k_f32_fp32_len = 13004;
 
 unsigned char matmul_q4_0_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
@@ -85731,9 +89433,9 @@ unsigned char matmul_q4_0_f32_data[] = {
 0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x6d,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
 0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
@@ -85816,7 +89518,7 @@ unsigned char matmul_q4_0_f32_data[] = {
 0x36,0x01,0x00,0x00,0x51,0x00,0x00,0x00,0x35,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x37,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x36,0x01,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x38,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x37,0x01,0x00,0x00,
 0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x56,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
@@ -85846,7 +89548,7 @@ unsigned char matmul_q4_0_f32_data[] = {
 0x80,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x84,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x85,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x88,0x01,0x00,0x00,
 0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xa3,0x01,0x00,0x00,
@@ -85977,7 +89679,7 @@ unsigned char matmul_q4_0_f32_data[] = {
 0x9a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x9d,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9e,0x00,0x00,0x00,
-0x9d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x9d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
 0x17,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
 0xa1,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xa3,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
@@ -86034,7 +89736,7 @@ unsigned char matmul_q4_0_f32_data[] = {
 0x74,0x00,0x00,0x00,0xcf,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xea,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,
 0x99,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xeb,0x00,0x00,0x00,0xea,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0xeb,0x00,0x00,0x00,0xea,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xec,0x00,0x00,0x00,
 0xd3,0x02,0x00,0x00,0xeb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0xec,0x00,0x00,0x00,
@@ -88421,9 +92123,9 @@ unsigned char matmul_q4_0_f32_fp32_data[] = {
 0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
 0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,
@@ -88506,7 +92208,7 @@ unsigned char matmul_q4_0_f32_fp32_data[] = {
 0x06,0x00,0x00,0x00,0x34,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0x33,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x35,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0x34,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x34,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x36,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
 0x35,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x54,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
@@ -88535,7 +92237,7 @@ unsigned char matmul_q4_0_f32_fp32_data[] = {
 0x7c,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x80,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x81,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x84,0x01,0x00,0x00,
 0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x9f,0x01,0x00,0x00,
@@ -88665,7 +92367,7 @@ unsigned char matmul_q4_0_f32_fp32_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,
 0x9b,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x9e,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
 0xa2,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,
 0xa2,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
@@ -88722,7 +92424,7 @@ unsigned char matmul_q4_0_f32_fp32_data[] = {
 0xc8,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xea,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,0x99,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,
-0xea,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xea,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xec,0x00,0x00,0x00,0xcc,0x02,0x00,0x00,
 0xeb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xee,0x00,0x00,0x00,0xec,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
@@ -89299,9 +93001,9 @@ unsigned char matmul_q4_1_f32_data[] = {
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x6e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x73,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x78,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x7d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
@@ -89382,7 +93084,7 @@ unsigned char matmul_q4_1_f32_data[] = {
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x3b,0x01,0x00,0x00,
 0x51,0x00,0x00,0x00,0x3a,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x3c,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0x3b,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x3b,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x3d,0x01,0x00,0x00,
 0x86,0x00,0x00,0x00,0x3c,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x5b,0x01,0x00,0x00,
@@ -89413,7 +93115,7 @@ unsigned char matmul_q4_1_f32_data[] = {
 0x6d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x89,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x8a,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x8d,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
 0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xa8,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
@@ -89542,7 +93244,7 @@ unsigned char matmul_q4_1_f32_data[] = {
 0x9a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x9d,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9e,0x00,0x00,0x00,
-0x9d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x9d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
 0x17,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
 0xa1,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xa3,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
@@ -89599,7 +93301,7 @@ unsigned char matmul_q4_1_f32_data[] = {
 0x74,0x00,0x00,0x00,0xd4,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xea,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,
 0x99,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xeb,0x00,0x00,0x00,0xea,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0xeb,0x00,0x00,0x00,0xea,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xec,0x00,0x00,0x00,
 0xd8,0x02,0x00,0x00,0xeb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0xec,0x00,0x00,0x00,
@@ -92007,9 +95709,9 @@ unsigned char matmul_q4_1_f32_fp32_data[] = {
 0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x6d,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
 0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
@@ -92091,7 +95793,7 @@ unsigned char matmul_q4_1_f32_fp32_data[] = {
 0x39,0x01,0x00,0x00,0x51,0x00,0x00,0x00,0x38,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x3a,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x39,0x01,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x3b,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x3a,0x01,0x00,0x00,
 0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x59,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
@@ -92120,7 +95822,7 @@ unsigned char matmul_q4_1_f32_fp32_data[] = {
 0x6d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x85,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x86,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x89,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
 0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xa4,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
@@ -92248,7 +95950,7 @@ unsigned char matmul_q4_1_f32_fp32_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,
 0x9b,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x9e,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
 0xa2,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,
 0xa2,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
@@ -92305,7 +96007,7 @@ unsigned char matmul_q4_1_f32_fp32_data[] = {
 0xcd,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xea,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,0x99,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,
-0xea,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xea,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xec,0x00,0x00,0x00,0xd1,0x02,0x00,0x00,
 0xeb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xee,0x00,0x00,0x00,0xec,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
@@ -92891,9 +96593,9 @@ unsigned char matmul_q4_k_f32_data[] = {
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x6e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x73,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x78,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x7d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
@@ -92985,7 +96687,7 @@ unsigned char matmul_q4_k_f32_data[] = {
 0x06,0x00,0x00,0x00,0xa2,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0xa1,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xa3,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0xa2,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0xa2,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xa4,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
 0xa3,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc2,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
@@ -93016,7 +96718,7 @@ unsigned char matmul_q4_k_f32_data[] = {
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xf0,0x01,0x00,0x00,
 0x08,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xf1,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xf4,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x0f,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
@@ -93145,7 +96847,7 @@ unsigned char matmul_q4_k_f32_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,
 0x9b,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x9e,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
 0xa2,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,
 0xa2,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
@@ -93202,561 +96904,559 @@ unsigned char matmul_q4_k_f32_data[] = {
 0x3b,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xea,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,0x99,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,
-0xea,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xea,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xec,0x00,0x00,0x00,0x3f,0x03,0x00,0x00,
 0xeb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xee,0x00,0x00,0x00,0xec,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
-0xe7,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xf7,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
-0xee,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,0xee,0x00,0x00,0x00,
-0xfa,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x02,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,0x01,0x01,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x05,0x01,0x00,0x00,
-0xfe,0x00,0x00,0x00,0x01,0x01,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x07,0x01,0x00,0x00,0x05,0x01,0x00,0x00,
-0x06,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x0a,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x02,0x01,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,
-0x0a,0x01,0x00,0x00,0x07,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x0f,0x01,0x00,0x00,0x02,0x01,0x00,0x00,
+0xe7,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
+0x6f,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xfb,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
+0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,
+0xee,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x02,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,
 0x01,0x01,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x11,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,0x06,0x01,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x12,0x01,0x00,0x00,
-0x11,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x13,0x01,0x00,0x00,0x0f,0x01,0x00,0x00,
-0x12,0x01,0x00,0x00,0x41,0x00,0x07,0x00,0x23,0x01,0x00,0x00,
-0x24,0x01,0x00,0x00,0x21,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
-0xfb,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x18,0x01,0x00,0x00,0x25,0x01,0x00,0x00,0x24,0x01,0x00,0x00,
-0x73,0x00,0x04,0x00,0x14,0x01,0x00,0x00,0x26,0x01,0x00,0x00,
-0x25,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x29,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,0x28,0x01,0x00,0x00,
-0xf7,0x00,0x03,0x00,0x2b,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
-0xfa,0x00,0x04,0x00,0x29,0x01,0x00,0x00,0x2a,0x01,0x00,0x00,
-0x45,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x2a,0x01,0x00,0x00,
-0x41,0x00,0x08,0x00,0x30,0x01,0x00,0x00,0x31,0x01,0x00,0x00,
+0x05,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,0x01,0x01,0x00,0x00,
+0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x07,0x01,0x00,0x00,
+0x05,0x01,0x00,0x00,0x06,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x0a,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x02,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x0c,0x01,0x00,0x00,0x0a,0x01,0x00,0x00,0x07,0x01,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0f,0x01,0x00,0x00,
+0x02,0x01,0x00,0x00,0x01,0x01,0x00,0x00,0x89,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x11,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,
+0x06,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x12,0x01,0x00,0x00,0x11,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x13,0x01,0x00,0x00,
+0x0f,0x01,0x00,0x00,0x12,0x01,0x00,0x00,0x41,0x00,0x07,0x00,
+0x23,0x01,0x00,0x00,0x24,0x01,0x00,0x00,0x21,0x01,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x18,0x01,0x00,0x00,0x25,0x01,0x00,0x00,
+0x24,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0x14,0x01,0x00,0x00,
+0x26,0x01,0x00,0x00,0x25,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
+0xc1,0x00,0x00,0x00,0x29,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,
+0x28,0x01,0x00,0x00,0xf7,0x00,0x03,0x00,0x2b,0x01,0x00,0x00,
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+0x2f,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0xca,0x02,0x00,0x00,
+0x23,0x03,0x00,0x00,0xe4,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
+0xc1,0x00,0x00,0x00,0xe7,0x02,0x00,0x00,0x2f,0x03,0x00,0x00,
+0xbb,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xe3,0x02,0x00,0x00,
+0xe4,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0xe7,0x02,0x00,0x00,0xe2,0x02,0x00,0x00,0xe3,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xe2,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xe9,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xe9,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x31,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xe2,0x02,0x00,0x00,0x21,0x03,0x00,0x00,
+0xec,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
+0xef,0x02,0x00,0x00,0x31,0x03,0x00,0x00,0x63,0x00,0x00,0x00,
+0xf6,0x00,0x04,0x00,0xeb,0x02,0x00,0x00,0xec,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xef,0x02,0x00,0x00,
+0xea,0x02,0x00,0x00,0xeb,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xea,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xf2,0x02,0x00,0x00,0xd7,0x02,0x00,0x00,0x31,0x03,0x00,0x00,
+0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xf5,0x02,0x00,0x00,
+0xf2,0x02,0x00,0x00,0x37,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,
+0xf7,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0xf5,0x02,0x00,0x00,0xf6,0x02,0x00,0x00,0xf7,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xf6,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xfa,0x02,0x00,0x00,0xdf,0x02,0x00,0x00,
+0x2f,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0xfb,0x02,0x00,0x00,0x14,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xfc,0x02,0x00,0x00,
+0xfb,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
+0xfd,0x02,0x00,0x00,0xfa,0x02,0x00,0x00,0xfc,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xf7,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xf7,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0xc1,0x00,0x00,0x00,
+0xfe,0x02,0x00,0x00,0xf5,0x02,0x00,0x00,0xea,0x02,0x00,0x00,
+0xfd,0x02,0x00,0x00,0xf6,0x02,0x00,0x00,0xf7,0x00,0x03,0x00,
+0x00,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0xfe,0x02,0x00,0x00,0xff,0x02,0x00,0x00,0x00,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xff,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x08,0x03,0x00,0x00,0xdf,0x02,0x00,0x00,
+0x2f,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x0a,0x03,0x00,0x00,0x14,0x00,0x00,0x00,0x09,0x03,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x0b,0x03,0x00,0x00,
+0x0a,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x0c,0x03,0x00,0x00,0x08,0x03,0x00,0x00,0x0b,0x03,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0d,0x03,0x00,0x00,
+0xbf,0x02,0x00,0x00,0x0c,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x0f,0x03,0x00,0x00,0x0d,0x03,0x00,0x00,
+0xd7,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x11,0x03,0x00,0x00,0x0f,0x03,0x00,0x00,0x31,0x03,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x13,0x03,0x00,0x00,
+0x2c,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x15,0x03,0x00,0x00,0x13,0x03,0x00,0x00,
+0x2f,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x17,0x03,0x00,0x00,0x15,0x03,0x00,0x00,0x16,0x03,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x19,0x03,0x00,0x00,
+0x2d,0x03,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x1a,0x03,0x00,0x00,0x17,0x03,0x00,0x00,
+0x19,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x1c,0x03,0x00,0x00,0x1a,0x03,0x00,0x00,0x31,0x03,0x00,0x00,
+0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,0x1d,0x03,0x00,0x00,
+0xc9,0x00,0x00,0x00,0x1c,0x03,0x00,0x00,0x3d,0x00,0x04,0x00,
+0xc3,0x00,0x00,0x00,0x1e,0x03,0x00,0x00,0x1d,0x03,0x00,0x00,
+0x41,0x00,0x06,0x00,0xdc,0x01,0x00,0x00,0x1f,0x03,0x00,0x00,
+0x04,0x03,0x00,0x00,0x35,0x00,0x00,0x00,0x11,0x03,0x00,0x00,
+0x3e,0x00,0x03,0x00,0x1f,0x03,0x00,0x00,0x1e,0x03,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x00,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x00,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,0xec,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xec,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x21,0x03,0x00,0x00,0x31,0x03,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xe9,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xeb,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xe4,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xe4,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x23,0x03,0x00,0x00,
+0x2f,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xe1,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xe3,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xcc,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xcc,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x25,0x03,0x00,0x00,0x2d,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xc9,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xcb,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xc4,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xc4,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x27,0x03,0x00,0x00,0x2c,0x03,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xc1,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xc3,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,
+0x38,0x00,0x01,0x00,
 };
-const uint64_t matmul_q4_k_f32_len = 12072;
+const uint64_t matmul_q4_k_f32_len = 12052;
 
 unsigned char matmul_q4_k_f32_aligned_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
@@ -95956,9 +99656,9 @@ unsigned char matmul_q4_k_f32_fp32_data[] = {
 0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x6d,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
 0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
@@ -96050,7 +99750,7 @@ unsigned char matmul_q4_k_f32_fp32_data[] = {
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xa0,0x01,0x00,0x00,
 0x51,0x00,0x00,0x00,0x9f,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xa1,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0xa0,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0xa0,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xa2,0x01,0x00,0x00,
 0x86,0x00,0x00,0x00,0xa1,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc0,0x01,0x00,0x00,
@@ -96080,7 +99780,7 @@ unsigned char matmul_q4_k_f32_fp32_data[] = {
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xec,0x01,0x00,0x00,
 0x08,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xed,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xf0,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x0b,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
@@ -96207,7 +99907,7 @@ unsigned char matmul_q4_k_f32_fp32_data[] = {
 0x94,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,
 0x84,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x9e,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x9e,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,
 0x14,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,
@@ -96265,554 +99965,552 @@ unsigned char matmul_q4_k_f32_fp32_data[] = {
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xea,0x00,0x00,0x00,
 0xe7,0x00,0x00,0x00,0x99,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,0xea,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xec,0x00,0x00,0x00,0x38,0x03,0x00,0x00,0xeb,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xee,0x00,0x00,0x00,
 0xec,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,
-0xf3,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xf6,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
-0xf4,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xee,0x00,0x00,0x00,
-0xfa,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xfe,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x02,0x01,0x00,0x00,
-0xfe,0x00,0x00,0x00,0x01,0x01,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x05,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,
-0x01,0x01,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x07,0x01,0x00,0x00,0x05,0x01,0x00,0x00,0x06,0x01,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0a,0x01,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x02,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,0x0a,0x01,0x00,0x00,
-0x07,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x0f,0x01,0x00,0x00,0x02,0x01,0x00,0x00,0x01,0x01,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x11,0x01,0x00,0x00,
-0xfe,0x00,0x00,0x00,0x06,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x12,0x01,0x00,0x00,0x11,0x01,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x13,0x01,0x00,0x00,0x0f,0x01,0x00,0x00,0x12,0x01,0x00,0x00,
-0x41,0x00,0x07,0x00,0x23,0x01,0x00,0x00,0x24,0x01,0x00,0x00,
+0xf3,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
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+0x26,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0xbb,0x02,0x00,0x00,
+0x1e,0x03,0x00,0x00,0xc5,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
+0xc1,0x00,0x00,0x00,0xc8,0x02,0x00,0x00,0x26,0x03,0x00,0x00,
+0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xc4,0x02,0x00,0x00,
+0xc5,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0xc8,0x02,0x00,0x00,0xc3,0x02,0x00,0x00,0xc4,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xc3,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xcc,0x02,0x00,0x00,0x26,0x03,0x00,0x00,
+0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xcd,0x02,0x00,0x00,0xa3,0x02,0x00,0x00,0xcc,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xcf,0x02,0x00,0x00,
+0x65,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xd0,0x02,0x00,0x00,0xcd,0x02,0x00,0x00,
+0xcf,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xd4,0x02,0x00,0x00,0x25,0x03,0x00,0x00,0x43,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd5,0x02,0x00,0x00,
+0xa9,0x02,0x00,0x00,0xd4,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xd7,0x02,0x00,0x00,0x69,0x00,0x00,0x00,
+0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xd8,0x02,0x00,0x00,0xd5,0x02,0x00,0x00,0xd7,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xda,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xda,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
+0x28,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0xc3,0x02,0x00,0x00,
+0x1c,0x03,0x00,0x00,0xdd,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
+0xc1,0x00,0x00,0x00,0xe0,0x02,0x00,0x00,0x28,0x03,0x00,0x00,
+0xbb,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xdc,0x02,0x00,0x00,
+0xdd,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0xe0,0x02,0x00,0x00,0xdb,0x02,0x00,0x00,0xdc,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xdb,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xe2,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xe2,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x2a,0x03,0x00,0x00,
+0x3f,0x00,0x00,0x00,0xdb,0x02,0x00,0x00,0x1a,0x03,0x00,0x00,
+0xe5,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
+0xe8,0x02,0x00,0x00,0x2a,0x03,0x00,0x00,0x63,0x00,0x00,0x00,
+0xf6,0x00,0x04,0x00,0xe4,0x02,0x00,0x00,0xe5,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xe8,0x02,0x00,0x00,
+0xe3,0x02,0x00,0x00,0xe4,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xe3,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xeb,0x02,0x00,0x00,0xd0,0x02,0x00,0x00,0x2a,0x03,0x00,0x00,
+0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xee,0x02,0x00,0x00,
+0xeb,0x02,0x00,0x00,0x37,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,
+0xf0,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0xee,0x02,0x00,0x00,0xef,0x02,0x00,0x00,0xf0,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xef,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xf3,0x02,0x00,0x00,0xd8,0x02,0x00,0x00,
+0x28,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0xf4,0x02,0x00,0x00,0x14,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xf5,0x02,0x00,0x00,
+0xf4,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
+0xf6,0x02,0x00,0x00,0xf3,0x02,0x00,0x00,0xf5,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xf0,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xf0,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0xc1,0x00,0x00,0x00,
+0xf7,0x02,0x00,0x00,0xee,0x02,0x00,0x00,0xe3,0x02,0x00,0x00,
+0xf6,0x02,0x00,0x00,0xef,0x02,0x00,0x00,0xf7,0x00,0x03,0x00,
+0xf9,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0xf7,0x02,0x00,0x00,0xf8,0x02,0x00,0x00,0xf9,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xf8,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x01,0x03,0x00,0x00,0xd8,0x02,0x00,0x00,
+0x28,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x03,0x03,0x00,0x00,0x14,0x00,0x00,0x00,0x02,0x03,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x04,0x03,0x00,0x00,
+0x03,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x05,0x03,0x00,0x00,0x01,0x03,0x00,0x00,0x04,0x03,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x06,0x03,0x00,0x00,
+0xb8,0x02,0x00,0x00,0x05,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x08,0x03,0x00,0x00,0x06,0x03,0x00,0x00,
+0xd0,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x0a,0x03,0x00,0x00,0x08,0x03,0x00,0x00,0x2a,0x03,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0c,0x03,0x00,0x00,
+0x25,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x0e,0x03,0x00,0x00,0x0c,0x03,0x00,0x00,
+0x28,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x10,0x03,0x00,0x00,0x0e,0x03,0x00,0x00,0x0f,0x03,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x12,0x03,0x00,0x00,
+0x26,0x03,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x13,0x03,0x00,0x00,0x10,0x03,0x00,0x00,
+0x12,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x15,0x03,0x00,0x00,0x13,0x03,0x00,0x00,0x2a,0x03,0x00,0x00,
+0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,0x16,0x03,0x00,0x00,
+0xc9,0x00,0x00,0x00,0x15,0x03,0x00,0x00,0x3d,0x00,0x04,0x00,
+0xc3,0x00,0x00,0x00,0x17,0x03,0x00,0x00,0x16,0x03,0x00,0x00,
+0x41,0x00,0x06,0x00,0xda,0x01,0x00,0x00,0x18,0x03,0x00,0x00,
+0xfd,0x02,0x00,0x00,0x35,0x00,0x00,0x00,0x0a,0x03,0x00,0x00,
+0x3e,0x00,0x03,0x00,0x18,0x03,0x00,0x00,0x17,0x03,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xf9,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xf9,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xe5,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xe5,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x1a,0x03,0x00,0x00,0x2a,0x03,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xe2,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xe4,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xdd,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xdd,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1c,0x03,0x00,0x00,
+0x28,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xda,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xdc,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xc5,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xc5,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x1e,0x03,0x00,0x00,0x26,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xc2,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xc4,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xbd,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xbd,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x20,0x03,0x00,0x00,0x25,0x03,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xba,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xbc,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,
+0x38,0x00,0x01,0x00,
 };
-const uint64_t matmul_q4_k_f32_fp32_len = 11952;
+const uint64_t matmul_q4_k_f32_fp32_len = 11932;
 
 unsigned char matmul_q5_0_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
@@ -96957,9 +100655,9 @@ unsigned char matmul_q5_0_f32_data[] = {
 0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x6d,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
 0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
@@ -97049,7 +100747,7 @@ unsigned char matmul_q5_0_f32_data[] = {
 0x5f,0x01,0x00,0x00,0x51,0x00,0x00,0x00,0x5e,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x60,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x5f,0x01,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x61,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x60,0x01,0x00,0x00,
 0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x7f,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
@@ -97079,7 +100777,7 @@ unsigned char matmul_q5_0_f32_data[] = {
 0xa9,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xad,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xae,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xb1,0x01,0x00,0x00,
 0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xcc,0x01,0x00,0x00,
@@ -97210,7 +100908,7 @@ unsigned char matmul_q5_0_f32_data[] = {
 0x9a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x9d,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9e,0x00,0x00,0x00,
-0x9d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x9d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
 0x17,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
 0xa1,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xa3,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
@@ -97267,7 +100965,7 @@ unsigned char matmul_q5_0_f32_data[] = {
 0x74,0x00,0x00,0x00,0xfa,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xea,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,
 0x99,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xeb,0x00,0x00,0x00,0xea,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0xeb,0x00,0x00,0x00,0xea,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xec,0x00,0x00,0x00,
 0xfe,0x02,0x00,0x00,0xeb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0xec,0x00,0x00,0x00,
@@ -99776,9 +103474,9 @@ unsigned char matmul_q5_0_f32_fp32_data[] = {
 0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
 0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,
@@ -99868,7 +103566,7 @@ unsigned char matmul_q5_0_f32_fp32_data[] = {
 0x06,0x00,0x00,0x00,0x5d,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0x5c,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x5e,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0x5d,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x5d,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x5f,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
 0x5e,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x7d,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
@@ -99897,7 +103595,7 @@ unsigned char matmul_q5_0_f32_fp32_data[] = {
 0xa5,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xa9,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xaa,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xad,0x01,0x00,0x00,
 0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc8,0x01,0x00,0x00,
@@ -100027,7 +103725,7 @@ unsigned char matmul_q5_0_f32_fp32_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,
 0x9b,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x9e,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
 0xa2,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,
 0xa2,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
@@ -100084,7 +103782,7 @@ unsigned char matmul_q5_0_f32_fp32_data[] = {
 0xf3,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xea,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,0x99,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,
-0xea,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xea,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xec,0x00,0x00,0x00,0xf7,0x02,0x00,0x00,
 0xeb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xee,0x00,0x00,0x00,0xec,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
@@ -100695,9 +104393,9 @@ unsigned char matmul_q5_1_f32_data[] = {
 0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
 0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,
@@ -100782,7 +104480,7 @@ unsigned char matmul_q5_1_f32_data[] = {
 0x06,0x00,0x00,0x00,0x5a,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0x59,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x5b,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0x5a,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x5a,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x5c,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
 0x5b,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x7a,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
@@ -100813,7 +104511,7 @@ unsigned char matmul_q5_1_f32_data[] = {
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xa8,0x01,0x00,0x00,
 0x08,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xa9,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xac,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc7,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
@@ -100942,7 +104640,7 @@ unsigned char matmul_q5_1_f32_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,
 0x9b,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x9e,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
 0xa2,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,
 0xa2,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
@@ -100999,7 +104697,7 @@ unsigned char matmul_q5_1_f32_data[] = {
 0xf5,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xea,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,0x99,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,
-0xea,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xea,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xec,0x00,0x00,0x00,0xf9,0x02,0x00,0x00,
 0xeb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xee,0x00,0x00,0x00,0xec,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
@@ -103485,9 +107183,9 @@ unsigned char matmul_q5_1_f32_fp32_data[] = {
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x6e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x73,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x78,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x7d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
@@ -103571,7 +107269,7 @@ unsigned char matmul_q5_1_f32_fp32_data[] = {
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x58,0x01,0x00,0x00,
 0x51,0x00,0x00,0x00,0x57,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x59,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0x58,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0x58,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x5a,0x01,0x00,0x00,
 0x86,0x00,0x00,0x00,0x59,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x78,0x01,0x00,0x00,
@@ -103601,7 +107299,7 @@ unsigned char matmul_q5_1_f32_fp32_data[] = {
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xa4,0x01,0x00,0x00,
 0x08,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xa5,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xa8,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc3,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
@@ -103728,7 +107426,7 @@ unsigned char matmul_q5_1_f32_fp32_data[] = {
 0x94,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,
 0x84,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x9e,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x9e,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,
 0x14,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,
@@ -103786,7 +107484,7 @@ unsigned char matmul_q5_1_f32_fp32_data[] = {
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xea,0x00,0x00,0x00,
 0xe7,0x00,0x00,0x00,0x99,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,0xea,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xec,0x00,0x00,0x00,0xf2,0x02,0x00,0x00,0xeb,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xee,0x00,0x00,0x00,
 0xec,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
@@ -104397,9 +108095,9 @@ unsigned char matmul_q5_k_f32_data[] = {
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x6e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x73,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x78,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x7d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
@@ -104494,7 +108192,7 @@ unsigned char matmul_q5_k_f32_data[] = {
 0x06,0x00,0x00,0x00,0xc7,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0xc6,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc8,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0xc7,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0xc7,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xc9,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
 0xc8,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xe7,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
@@ -104525,7 +108223,7 @@ unsigned char matmul_q5_k_f32_data[] = {
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x15,0x02,0x00,0x00,
 0x08,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x16,0x02,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x19,0x02,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x34,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
@@ -104654,7 +108352,7 @@ unsigned char matmul_q5_k_f32_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,
 0x9b,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x9e,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
 0xa2,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,
 0xa2,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
@@ -104711,598 +108409,597 @@ unsigned char matmul_q5_k_f32_data[] = {
 0x60,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xea,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,0x99,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,
-0xea,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0xea,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xec,0x00,0x00,0x00,0x64,0x03,0x00,0x00,
 0xeb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xee,0x00,0x00,0x00,0xec,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
-0xe7,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xf7,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
-0xee,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,0xee,0x00,0x00,0x00,
-0xfa,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x02,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,0x01,0x01,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x05,0x01,0x00,0x00,
-0xfe,0x00,0x00,0x00,0x01,0x01,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x07,0x01,0x00,0x00,0x05,0x01,0x00,0x00,
-0x06,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x0a,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x02,0x01,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,
-0x0a,0x01,0x00,0x00,0x07,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x0f,0x01,0x00,0x00,0x02,0x01,0x00,0x00,
+0xe7,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
+0x6f,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xfb,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
+0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,
+0xee,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x02,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,
 0x01,0x01,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x11,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,0x06,0x01,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x12,0x01,0x00,0x00,
-0x11,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x13,0x01,0x00,0x00,0x0f,0x01,0x00,0x00,
-0x12,0x01,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1c,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,0x06,0x01,0x00,0x00,
-0xc4,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x1d,0x01,0x00,0x00,
-0xcf,0x00,0x00,0x00,0x1c,0x01,0x00,0x00,0x72,0x00,0x04,0x00,
-0x1e,0x01,0x00,0x00,0x1f,0x01,0x00,0x00,0x1d,0x01,0x00,0x00,
-0x7c,0x00,0x04,0x00,0x18,0x01,0x00,0x00,0x20,0x01,0x00,0x00,
-0x1f,0x01,0x00,0x00,0x41,0x00,0x07,0x00,0x30,0x01,0x00,0x00,
-0x31,0x01,0x00,0x00,0x2e,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
-0xfb,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x25,0x01,0x00,0x00,0x32,0x01,0x00,0x00,0x31,0x01,0x00,0x00,
-0x73,0x00,0x04,0x00,0x21,0x01,0x00,0x00,0x33,0x01,0x00,0x00,
-0x32,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x36,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,0x35,0x01,0x00,0x00,
-0xf7,0x00,0x03,0x00,0x38,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
-0xfa,0x00,0x04,0x00,0x36,0x01,0x00,0x00,0x37,0x01,0x00,0x00,
-0x50,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x37,0x01,0x00,0x00,
-0x41,0x00,0x08,0x00,0x3c,0x01,0x00,0x00,0x3d,0x01,0x00,0x00,
+0x05,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,0x01,0x01,0x00,0x00,
+0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x07,0x01,0x00,0x00,
+0x05,0x01,0x00,0x00,0x06,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x0a,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x02,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x0c,0x01,0x00,0x00,0x0a,0x01,0x00,0x00,0x07,0x01,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0f,0x01,0x00,0x00,
+0x02,0x01,0x00,0x00,0x01,0x01,0x00,0x00,0x89,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x11,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,
+0x06,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x12,0x01,0x00,0x00,0x11,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x13,0x01,0x00,0x00,
+0x0f,0x01,0x00,0x00,0x12,0x01,0x00,0x00,0x86,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x1c,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,
+0x06,0x01,0x00,0x00,0xc4,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
+0x1d,0x01,0x00,0x00,0xcf,0x00,0x00,0x00,0x1c,0x01,0x00,0x00,
+0x72,0x00,0x04,0x00,0x1e,0x01,0x00,0x00,0x1f,0x01,0x00,0x00,
+0x1d,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x18,0x01,0x00,0x00,
+0x20,0x01,0x00,0x00,0x1f,0x01,0x00,0x00,0x41,0x00,0x07,0x00,
+0x30,0x01,0x00,0x00,0x31,0x01,0x00,0x00,0x2e,0x01,0x00,0x00,
+0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x25,0x01,0x00,0x00,0x32,0x01,0x00,0x00,
+0x31,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0x21,0x01,0x00,0x00,
+0x33,0x01,0x00,0x00,0x32,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
+0xc1,0x00,0x00,0x00,0x36,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,
+0x35,0x01,0x00,0x00,0xf7,0x00,0x03,0x00,0x38,0x01,0x00,0x00,
+0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x36,0x01,0x00,0x00,
+0x37,0x01,0x00,0x00,0x50,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x37,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x3c,0x01,0x00,0x00,
+0x3d,0x01,0x00,0x00,0x2e,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xfb,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x18,0x01,0x00,0x00,0x3e,0x01,0x00,0x00,
+0x3d,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x3f,0x01,0x00,0x00,0x3e,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
+0x15,0x00,0x00,0x00,0x40,0x01,0x00,0x00,0x3f,0x01,0x00,0x00,
+0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x42,0x01,0x00,0x00,
+0x40,0x01,0x00,0x00,0x41,0x01,0x00,0x00,0x72,0x00,0x04,0x00,
+0x1e,0x01,0x00,0x00,0x43,0x01,0x00,0x00,0x42,0x01,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x18,0x01,0x00,0x00,0x44,0x01,0x00,0x00,
+0x43,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x48,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,0x35,0x01,0x00,0x00,
+0x41,0x00,0x08,0x00,0x3c,0x01,0x00,0x00,0x49,0x01,0x00,0x00,
 0x2e,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
-0xcf,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x18,0x01,0x00,0x00,0x3e,0x01,0x00,0x00,0x3d,0x01,0x00,0x00,
-0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x3f,0x01,0x00,0x00,
-0x3e,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
-0x40,0x01,0x00,0x00,0x3f,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x42,0x01,0x00,0x00,0x40,0x01,0x00,0x00,
+0xcf,0x00,0x00,0x00,0x48,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x18,0x01,0x00,0x00,0x4a,0x01,0x00,0x00,0x49,0x01,0x00,0x00,
+0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4b,0x01,0x00,0x00,
+0x4a,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x4c,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
+0x15,0x00,0x00,0x00,0x4d,0x01,0x00,0x00,0x4c,0x01,0x00,0x00,
 0x41,0x01,0x00,0x00,0x72,0x00,0x04,0x00,0x1e,0x01,0x00,0x00,
-0x43,0x01,0x00,0x00,0x42,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
-0x18,0x01,0x00,0x00,0x44,0x01,0x00,0x00,0x43,0x01,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x48,0x01,0x00,0x00,
-0x0c,0x01,0x00,0x00,0x35,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
-0x3c,0x01,0x00,0x00,0x49,0x01,0x00,0x00,0x2e,0x01,0x00,0x00,
-0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
-0x48,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x18,0x01,0x00,0x00,
-0x4a,0x01,0x00,0x00,0x49,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x4b,0x01,0x00,0x00,0x4a,0x01,0x00,0x00,
-0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x4c,0x01,0x00,0x00,
-0x4b,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x4d,0x01,0x00,0x00,0x4c,0x01,0x00,0x00,0x41,0x01,0x00,0x00,
-0x72,0x00,0x04,0x00,0x1e,0x01,0x00,0x00,0x4e,0x01,0x00,0x00,
-0x4d,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x18,0x01,0x00,0x00,
-0x4f,0x01,0x00,0x00,0x4e,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x38,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x50,0x01,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x53,0x01,0x00,0x00,
-0x0c,0x01,0x00,0x00,0x35,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
-0x3c,0x01,0x00,0x00,0x54,0x01,0x00,0x00,0x2e,0x01,0x00,0x00,
-0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
-0x53,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x18,0x01,0x00,0x00,
-0x55,0x01,0x00,0x00,0x54,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x56,0x01,0x00,0x00,0x55,0x01,0x00,0x00,
-0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x57,0x01,0x00,0x00,
-0x56,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x59,0x01,0x00,0x00,0x57,0x01,0x00,0x00,0x58,0x01,0x00,0x00,
-0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5c,0x01,0x00,0x00,
-0x0c,0x01,0x00,0x00,0x35,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
-0x3c,0x01,0x00,0x00,0x5d,0x01,0x00,0x00,0x2e,0x01,0x00,0x00,
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-0xc1,0x00,0x00,0x00,0x14,0x03,0x00,0x00,0x56,0x03,0x00,0x00,
-0x63,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x10,0x03,0x00,0x00,
-0x11,0x03,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0x14,0x03,0x00,0x00,0x0f,0x03,0x00,0x00,0x10,0x03,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x0f,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x17,0x03,0x00,0x00,0xfc,0x02,0x00,0x00,
-0x56,0x03,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x1a,0x03,0x00,0x00,0x17,0x03,0x00,0x00,0x37,0x00,0x00,0x00,
-0xf7,0x00,0x03,0x00,0x1c,0x03,0x00,0x00,0x00,0x00,0x00,0x00,
-0xfa,0x00,0x04,0x00,0x1a,0x03,0x00,0x00,0x1b,0x03,0x00,0x00,
-0x1c,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x1b,0x03,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1f,0x03,0x00,0x00,
-0x04,0x03,0x00,0x00,0x54,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
-0x17,0x00,0x00,0x00,0x20,0x03,0x00,0x00,0x14,0x00,0x00,0x00,
-0xcf,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x21,0x03,0x00,0x00,0x20,0x03,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x22,0x03,0x00,0x00,0x1f,0x03,0x00,0x00,
-0x21,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,0x1c,0x03,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x1c,0x03,0x00,0x00,0xf5,0x00,0x07,0x00,
-0xc1,0x00,0x00,0x00,0x23,0x03,0x00,0x00,0x1a,0x03,0x00,0x00,
-0x0f,0x03,0x00,0x00,0x22,0x03,0x00,0x00,0x1b,0x03,0x00,0x00,
-0xf7,0x00,0x03,0x00,0x25,0x03,0x00,0x00,0x00,0x00,0x00,0x00,
-0xfa,0x00,0x04,0x00,0x23,0x03,0x00,0x00,0x24,0x03,0x00,0x00,
-0x25,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x24,0x03,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2d,0x03,0x00,0x00,
-0x04,0x03,0x00,0x00,0x54,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
-0x17,0x00,0x00,0x00,0x2f,0x03,0x00,0x00,0x14,0x00,0x00,0x00,
-0x2e,0x03,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x30,0x03,0x00,0x00,0x2f,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x31,0x03,0x00,0x00,0x2d,0x03,0x00,0x00,
-0x30,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x32,0x03,0x00,0x00,0xe4,0x02,0x00,0x00,0x31,0x03,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x34,0x03,0x00,0x00,
-0x32,0x03,0x00,0x00,0xfc,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x36,0x03,0x00,0x00,0x34,0x03,0x00,0x00,
-0x56,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x38,0x03,0x00,0x00,0x51,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3a,0x03,0x00,0x00,
-0x38,0x03,0x00,0x00,0x54,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3c,0x03,0x00,0x00,0x3a,0x03,0x00,0x00,
-0x3b,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x3e,0x03,0x00,0x00,0x52,0x03,0x00,0x00,0x63,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3f,0x03,0x00,0x00,
-0x3c,0x03,0x00,0x00,0x3e,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x41,0x03,0x00,0x00,0x3f,0x03,0x00,0x00,
-0x56,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,
-0x42,0x03,0x00,0x00,0xc9,0x00,0x00,0x00,0x41,0x03,0x00,0x00,
-0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0x43,0x03,0x00,0x00,
-0x42,0x03,0x00,0x00,0x41,0x00,0x06,0x00,0x01,0x02,0x00,0x00,
-0x44,0x03,0x00,0x00,0x29,0x03,0x00,0x00,0x35,0x00,0x00,0x00,
-0x36,0x03,0x00,0x00,0x3e,0x00,0x03,0x00,0x44,0x03,0x00,0x00,
-0x43,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,0x25,0x03,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x25,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x11,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x11,0x03,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x46,0x03,0x00,0x00,
-0x56,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x0e,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x10,0x03,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x09,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x09,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x48,0x03,0x00,0x00,0x54,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x06,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x08,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,0xf1,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xf1,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x4a,0x03,0x00,0x00,0x52,0x03,0x00,0x00,
-0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xee,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xf0,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xe9,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xe9,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x4c,0x03,0x00,0x00,
-0x51,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xe6,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xe8,0x02,0x00,0x00,
-0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+0x10,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,0x09,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x09,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x48,0x03,0x00,0x00,0x54,0x03,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x06,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x08,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xf1,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xf1,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x4a,0x03,0x00,0x00,
+0x52,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xee,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xf0,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xe9,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xe9,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x4c,0x03,0x00,0x00,0x51,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xe6,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xe8,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+
 };
-const uint64_t matmul_q5_k_f32_len = 12596;
+const uint64_t matmul_q5_k_f32_len = 12576;
 
 unsigned char matmul_q5_k_f32_aligned_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
@@ -107592,9 +111289,9 @@ unsigned char matmul_q5_k_f32_fp32_data[] = {
 0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x6d,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
 0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
@@ -107689,7 +111386,7 @@ unsigned char matmul_q5_k_f32_fp32_data[] = {
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc5,0x01,0x00,0x00,
 0x51,0x00,0x00,0x00,0xc4,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc6,0x01,0x00,0x00,
-0x84,0x00,0x00,0x00,0xc5,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x84,0x00,0x00,0x00,0xc5,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xc7,0x01,0x00,0x00,
 0x86,0x00,0x00,0x00,0xc6,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xe5,0x01,0x00,0x00,
@@ -107719,7 +111416,7 @@ unsigned char matmul_q5_k_f32_fp32_data[] = {
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x11,0x02,0x00,0x00,
 0x08,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x12,0x02,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x15,0x02,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x30,0x02,0x00,0x00,0x84,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
@@ -107846,7 +111543,7 @@ unsigned char matmul_q5_k_f32_fp32_data[] = {
 0x94,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,
 0x84,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x9e,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x9e,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,
 0x14,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,
@@ -107904,591 +111601,590 @@ unsigned char matmul_q5_k_f32_fp32_data[] = {
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xea,0x00,0x00,0x00,
 0xe7,0x00,0x00,0x00,0x99,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,0xea,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xec,0x00,0x00,0x00,0x5d,0x03,0x00,0x00,0xeb,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xee,0x00,0x00,0x00,
 0xec,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,
-0xf3,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xf6,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
-0xf4,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xee,0x00,0x00,0x00,
-0xfa,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xfe,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x02,0x01,0x00,0x00,
-0xfe,0x00,0x00,0x00,0x01,0x01,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x05,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,
-0x01,0x01,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x07,0x01,0x00,0x00,0x05,0x01,0x00,0x00,0x06,0x01,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0a,0x01,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x02,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,0x0a,0x01,0x00,0x00,
-0x07,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x0f,0x01,0x00,0x00,0x02,0x01,0x00,0x00,0x01,0x01,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x11,0x01,0x00,0x00,
-0xfe,0x00,0x00,0x00,0x06,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x12,0x01,0x00,0x00,0x11,0x01,0x00,0x00,
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-0x4f,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x07,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x09,0x03,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x02,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x02,0x03,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x41,0x03,0x00,0x00,0x4d,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xff,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x01,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,0xea,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xea,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x43,0x03,0x00,0x00,0x4b,0x03,0x00,0x00,
-0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xe7,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xe9,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xe2,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xe2,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x45,0x03,0x00,0x00,
-0x4a,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xdf,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xe1,0x02,0x00,0x00,
-0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+0x09,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,0x02,0x03,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x02,0x03,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x41,0x03,0x00,0x00,0x4d,0x03,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xff,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x01,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xea,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xea,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x43,0x03,0x00,0x00,
+0x4b,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xe7,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xe9,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xe2,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xe2,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x45,0x03,0x00,0x00,0x4a,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xdf,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xe1,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+
 };
-const uint64_t matmul_q5_k_f32_fp32_len = 12476;
+const uint64_t matmul_q5_k_f32_fp32_len = 12456;
 
 unsigned char matmul_q6_k_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
@@ -108637,9 +112333,9 @@ unsigned char matmul_q6_k_f32_data[] = {
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x6e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x73,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x78,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x7d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
@@ -108733,7 +112429,7 @@ unsigned char matmul_q6_k_f32_data[] = {
 0x8b,0x01,0x00,0x00,0x51,0x00,0x00,0x00,0x8a,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x8c,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x8b,0x01,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x8d,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x8c,0x01,0x00,0x00,
 0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xab,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
@@ -108763,7 +112459,7 @@ unsigned char matmul_q6_k_f32_data[] = {
 0xd5,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xd9,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xda,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xdd,0x01,0x00,0x00,
 0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xf8,0x01,0x00,0x00,
@@ -108892,7 +112588,7 @@ unsigned char matmul_q6_k_f32_data[] = {
 0x94,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,
 0x84,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x9e,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x9e,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,
 0x14,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,
@@ -108950,530 +112646,528 @@ unsigned char matmul_q6_k_f32_data[] = {
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xea,0x00,0x00,0x00,
 0xe7,0x00,0x00,0x00,0x99,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,0xea,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xec,0x00,0x00,0x00,0x26,0x03,0x00,0x00,0xeb,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xee,0x00,0x00,0x00,
 0xec,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,
-0xf3,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xf6,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
-0xf4,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xee,0x00,0x00,0x00,
-0xfa,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xfe,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x02,0x01,0x00,0x00,
-0xfe,0x00,0x00,0x00,0x01,0x01,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x05,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,
-0x01,0x01,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x07,0x01,0x00,0x00,0x05,0x01,0x00,0x00,0x06,0x01,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0b,0x01,0x00,0x00,
-0xfe,0x00,0x00,0x00,0x0a,0x01,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x0d,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,
-0x0c,0x01,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x11,0x01,0x00,0x00,0x05,0x01,0x00,0x00,0x0a,0x01,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x12,0x01,0x00,0x00,
-0x11,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x15,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,
-0x02,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x17,0x01,0x00,0x00,0x15,0x01,0x00,0x00,0x12,0x01,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x19,0x01,0x00,0x00,
-0x17,0x01,0x00,0x00,0x0d,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x1c,0x01,0x00,0x00,0x02,0x01,0x00,0x00,
-0x01,0x01,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1e,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,0x06,0x01,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1f,0x01,0x00,0x00,
-0x1e,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x20,0x01,0x00,0x00,0x1c,0x01,0x00,0x00,
-0x1f,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x23,0x01,0x00,0x00,0x02,0x01,0x00,0x00,0x06,0x01,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x26,0x01,0x00,0x00,
-0x0b,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x27,0x01,0x00,0x00,0x23,0x01,0x00,0x00,
-0x26,0x01,0x00,0x00,0x41,0x00,0x07,0x00,0x35,0x01,0x00,0x00,
-0x36,0x01,0x00,0x00,0x33,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
-0xfb,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x2e,0x01,0x00,0x00,0x37,0x01,0x00,0x00,0x36,0x01,0x00,0x00,
-0x73,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0x38,0x01,0x00,0x00,
-0x37,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x3b,0x01,0x00,0x00,
-0x3c,0x01,0x00,0x00,0x33,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
-0xfb,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x19,0x01,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x2c,0x01,0x00,0x00,0x3d,0x01,0x00,0x00,
-0x3c,0x01,0x00,0x00,0x6f,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
-0x3e,0x01,0x00,0x00,0x3d,0x01,0x00,0x00,0x85,0x00,0x05,0x00,
-0xc3,0x00,0x00,0x00,0x3f,0x01,0x00,0x00,0x38,0x01,0x00,0x00,
-0x3e,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x49,0x01,0x00,0x00,
-0x4a,0x01,0x00,0x00,0x33,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
-0xfb,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x20,0x01,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x29,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,
-0x4a,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x4e,0x01,0x00,0x00,0x07,0x01,0x00,0x00,0x4d,0x01,0x00,0x00,
-0xc2,0x00,0x05,0x00,0x29,0x01,0x00,0x00,0x4f,0x01,0x00,0x00,
-0x4b,0x01,0x00,0x00,0x4e,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x50,0x01,0x00,0x00,0x4f,0x01,0x00,0x00,
-0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x51,0x01,0x00,0x00,
-0x50,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x53,0x01,0x00,0x00,0x51,0x01,0x00,0x00,0x52,0x01,0x00,0x00,
-0x41,0x00,0x08,0x00,0x49,0x01,0x00,0x00,0x56,0x01,0x00,0x00,
-0x33,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
-0xcf,0x00,0x00,0x00,0x27,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x29,0x01,0x00,0x00,0x57,0x01,0x00,0x00,0x56,0x01,0x00,0x00,
-0xc2,0x00,0x05,0x00,0x29,0x01,0x00,0x00,0x59,0x01,0x00,0x00,
-0x57,0x01,0x00,0x00,0x12,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x5a,0x01,0x00,0x00,0x59,0x01,0x00,0x00,
-0x7c,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x5b,0x01,0x00,0x00,
-0x5a,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x15,0x00,0x00,0x00,
-0x5c,0x01,0x00,0x00,0x5b,0x01,0x00,0x00,0x97,0x00,0x00,0x00,
-0xc4,0x00,0x05,0x00,0x15,0x00,0x00,0x00,0x5d,0x01,0x00,0x00,
-0x5c,0x01,0x00,0x00,0xa8,0x00,0x00,0x00,0xc5,0x00,0x05,0x00,
-0x15,0x00,0x00,0x00,0x5e,0x01,0x00,0x00,0x53,0x01,0x00,0x00,
-0x5d,0x01,0x00,0x00,0x72,0x00,0x04,0x00,0x2c,0x01,0x00,0x00,
-0x5f,0x01,0x00,0x00,0x5e,0x01,0x00,0x00,0x72,0x00,0x04,0x00,
-0x15,0x00,0x00,0x00,0x60,0x01,0x00,0x00,0x5f,0x01,0x00,0x00,
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+0xf8,0x00,0x02,0x00,0xb5,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x0e,0x03,0x00,0x00,0x14,0x03,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xb2,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xb4,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xad,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xad,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x10,0x03,0x00,0x00,
+0x13,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xaa,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xac,0x02,0x00,0x00,
+0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 };
-const uint64_t matmul_q6_k_f32_len = 11764;
+const uint64_t matmul_q6_k_f32_len = 11744;
 
 unsigned char matmul_q6_k_f32_aligned_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
@@ -111624,9 +115318,9 @@ unsigned char matmul_q6_k_f32_fp32_data[] = {
 0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x6d,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
 0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
@@ -111720,7 +115414,7 @@ unsigned char matmul_q6_k_f32_fp32_data[] = {
 0x06,0x00,0x00,0x00,0x89,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0x88,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x8a,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0x89,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x89,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x8b,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
 0x8a,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xa9,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
@@ -111749,7 +115443,7 @@ unsigned char matmul_q6_k_f32_fp32_data[] = {
 0xd1,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xd5,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xd6,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xd9,0x01,0x00,0x00,
 0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xf4,0x01,0x00,0x00,
@@ -111877,7 +115571,7 @@ unsigned char matmul_q6_k_f32_fp32_data[] = {
 0x9a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x9d,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9e,0x00,0x00,0x00,
-0x9d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x9d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
 0x17,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
 0xa1,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xa3,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
@@ -111934,524 +115628,522 @@ unsigned char matmul_q6_k_f32_fp32_data[] = {
 0x74,0x00,0x00,0x00,0x1b,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xea,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,
 0x99,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xeb,0x00,0x00,0x00,0xea,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0xeb,0x00,0x00,0x00,0xea,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xec,0x00,0x00,0x00,
 0x1f,0x03,0x00,0x00,0xeb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0xec,0x00,0x00,0x00,
 0x6f,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xf4,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,
-0x6f,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
-0xf6,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xfb,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,
-0xee,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x02,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
+0xf4,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xee,0x00,0x00,0x00,
+0xfa,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xfe,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
+0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x02,0x01,0x00,0x00,
+0xfe,0x00,0x00,0x00,0x01,0x01,0x00,0x00,0x89,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x05,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,
+0x01,0x01,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x07,0x01,0x00,0x00,0x05,0x01,0x00,0x00,0x06,0x01,0x00,0x00,
+0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0b,0x01,0x00,0x00,
+0xfe,0x00,0x00,0x00,0x0a,0x01,0x00,0x00,0x86,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x0d,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,
+0x0c,0x01,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x11,0x01,0x00,0x00,0x05,0x01,0x00,0x00,0x0a,0x01,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x12,0x01,0x00,0x00,
+0x11,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x15,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,
+0x02,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x17,0x01,0x00,0x00,0x15,0x01,0x00,0x00,0x12,0x01,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x19,0x01,0x00,0x00,
+0x17,0x01,0x00,0x00,0x0d,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x1c,0x01,0x00,0x00,0x02,0x01,0x00,0x00,
 0x01,0x01,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x05,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,0x01,0x01,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x07,0x01,0x00,0x00,
-0x05,0x01,0x00,0x00,0x06,0x01,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x0b,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,
-0x0a,0x01,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x0d,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x11,0x01,0x00,0x00,
-0x05,0x01,0x00,0x00,0x0a,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x12,0x01,0x00,0x00,0x11,0x01,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x15,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,0x02,0x01,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x17,0x01,0x00,0x00,
-0x15,0x01,0x00,0x00,0x12,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x19,0x01,0x00,0x00,0x17,0x01,0x00,0x00,
-0x0d,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1c,0x01,0x00,0x00,0x02,0x01,0x00,0x00,0x01,0x01,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1e,0x01,0x00,0x00,
-0xfe,0x00,0x00,0x00,0x06,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x1f,0x01,0x00,0x00,0x1e,0x01,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x20,0x01,0x00,0x00,0x1c,0x01,0x00,0x00,0x1f,0x01,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x23,0x01,0x00,0x00,
-0x02,0x01,0x00,0x00,0x06,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x26,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x27,0x01,0x00,0x00,0x23,0x01,0x00,0x00,0x26,0x01,0x00,0x00,
-0x41,0x00,0x07,0x00,0x35,0x01,0x00,0x00,0x36,0x01,0x00,0x00,
-0x33,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
-0x97,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x2e,0x01,0x00,0x00,
-0x37,0x01,0x00,0x00,0x36,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
-0xc3,0x00,0x00,0x00,0x38,0x01,0x00,0x00,0x37,0x01,0x00,0x00,
-0x41,0x00,0x08,0x00,0x3b,0x01,0x00,0x00,0x3c,0x01,0x00,0x00,
-0x33,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x19,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x2c,0x01,0x00,0x00,0x3d,0x01,0x00,0x00,0x3c,0x01,0x00,0x00,
-0x6f,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0x3e,0x01,0x00,0x00,
-0x3d,0x01,0x00,0x00,0x85,0x00,0x05,0x00,0xc3,0x00,0x00,0x00,
-0x3f,0x01,0x00,0x00,0x38,0x01,0x00,0x00,0x3e,0x01,0x00,0x00,
-0x41,0x00,0x08,0x00,0x49,0x01,0x00,0x00,0x4a,0x01,0x00,0x00,
+0x1e,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,0x06,0x01,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1f,0x01,0x00,0x00,
+0x1e,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x20,0x01,0x00,0x00,0x1c,0x01,0x00,0x00,
+0x1f,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x23,0x01,0x00,0x00,0x02,0x01,0x00,0x00,0x06,0x01,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x26,0x01,0x00,0x00,
+0x0b,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x27,0x01,0x00,0x00,0x23,0x01,0x00,0x00,
+0x26,0x01,0x00,0x00,0x41,0x00,0x07,0x00,0x35,0x01,0x00,0x00,
+0x36,0x01,0x00,0x00,0x33,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xfb,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x2e,0x01,0x00,0x00,0x37,0x01,0x00,0x00,0x36,0x01,0x00,0x00,
+0x73,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0x38,0x01,0x00,0x00,
+0x37,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x3b,0x01,0x00,0x00,
+0x3c,0x01,0x00,0x00,0x33,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xfb,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x19,0x01,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x2c,0x01,0x00,0x00,0x3d,0x01,0x00,0x00,
+0x3c,0x01,0x00,0x00,0x6f,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
+0x3e,0x01,0x00,0x00,0x3d,0x01,0x00,0x00,0x85,0x00,0x05,0x00,
+0xc3,0x00,0x00,0x00,0x3f,0x01,0x00,0x00,0x38,0x01,0x00,0x00,
+0x3e,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x49,0x01,0x00,0x00,
+0x4a,0x01,0x00,0x00,0x33,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xfb,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x20,0x01,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x29,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,
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+0xc1,0x02,0x00,0x00,0x0f,0x03,0x00,0x00,0x41,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0xec,0x02,0x00,0x00,0x14,0x00,0x00,0x00,
+0xeb,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0xed,0x02,0x00,0x00,0xec,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xee,0x02,0x00,0x00,0xea,0x02,0x00,0x00,
+0xed,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xef,0x02,0x00,0x00,0xa1,0x02,0x00,0x00,0xee,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf1,0x02,0x00,0x00,
+0xef,0x02,0x00,0x00,0xb9,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xf3,0x02,0x00,0x00,0xf1,0x02,0x00,0x00,
+0x11,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xf5,0x02,0x00,0x00,0x0c,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf7,0x02,0x00,0x00,
+0xf5,0x02,0x00,0x00,0x0f,0x03,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xf9,0x02,0x00,0x00,0xf7,0x02,0x00,0x00,
+0xf8,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xfb,0x02,0x00,0x00,0x0d,0x03,0x00,0x00,0x63,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfc,0x02,0x00,0x00,
+0xf9,0x02,0x00,0x00,0xfb,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xfe,0x02,0x00,0x00,0xfc,0x02,0x00,0x00,
+0x11,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,
+0xff,0x02,0x00,0x00,0xc9,0x00,0x00,0x00,0xfe,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0x00,0x03,0x00,0x00,
+0xff,0x02,0x00,0x00,0x41,0x00,0x06,0x00,0xc3,0x01,0x00,0x00,
+0x01,0x03,0x00,0x00,0xe6,0x02,0x00,0x00,0x35,0x00,0x00,0x00,
+0xf3,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0x01,0x03,0x00,0x00,
+0x00,0x03,0x00,0x00,0xf9,0x00,0x02,0x00,0xe2,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xe2,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xce,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xce,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x03,0x03,0x00,0x00,
+0x11,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xcb,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xcd,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xc6,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xc6,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x05,0x03,0x00,0x00,0x0f,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xc3,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xc3,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x0f,0x03,0x00,0x00,0x3f,0x00,0x00,0x00,0xac,0x02,0x00,0x00,
-0x05,0x03,0x00,0x00,0xc6,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0xc9,0x02,0x00,0x00,0x0f,0x03,0x00,0x00,
-0xbb,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0xc5,0x02,0x00,0x00,
-0xc6,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0xc9,0x02,0x00,0x00,0xc4,0x02,0x00,0x00,0xc5,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xc4,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xcb,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xcb,0x02,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x11,0x03,0x00,0x00,
-0x3f,0x00,0x00,0x00,0xc4,0x02,0x00,0x00,0x03,0x03,0x00,0x00,
-0xce,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xd1,0x02,0x00,0x00,0x11,0x03,0x00,0x00,0x63,0x00,0x00,0x00,
-0xf6,0x00,0x04,0x00,0xcd,0x02,0x00,0x00,0xce,0x02,0x00,0x00,
-0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0xd1,0x02,0x00,0x00,
-0xcc,0x02,0x00,0x00,0xcd,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xcc,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xd4,0x02,0x00,0x00,0xb9,0x02,0x00,0x00,0x11,0x03,0x00,0x00,
-0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0xd7,0x02,0x00,0x00,
-0xd4,0x02,0x00,0x00,0x37,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,
-0xd9,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0xd7,0x02,0x00,0x00,0xd8,0x02,0x00,0x00,0xd9,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xd8,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xdc,0x02,0x00,0x00,0xc1,0x02,0x00,0x00,
-0x0f,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
-0xdd,0x02,0x00,0x00,0x14,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xde,0x02,0x00,0x00,
-0xdd,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0xdf,0x02,0x00,0x00,0xdc,0x02,0x00,0x00,0xde,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xd9,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xd9,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0xc1,0x00,0x00,0x00,
-0xe0,0x02,0x00,0x00,0xd7,0x02,0x00,0x00,0xcc,0x02,0x00,0x00,
-0xdf,0x02,0x00,0x00,0xd8,0x02,0x00,0x00,0xf7,0x00,0x03,0x00,
-0xe2,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0xe0,0x02,0x00,0x00,0xe1,0x02,0x00,0x00,0xe2,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xe1,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xea,0x02,0x00,0x00,0xc1,0x02,0x00,0x00,
-0x0f,0x03,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
-0xec,0x02,0x00,0x00,0x14,0x00,0x00,0x00,0xeb,0x02,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xed,0x02,0x00,0x00,
-0xec,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xee,0x02,0x00,0x00,0xea,0x02,0x00,0x00,0xed,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xef,0x02,0x00,0x00,
-0xa1,0x02,0x00,0x00,0xee,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xf1,0x02,0x00,0x00,0xef,0x02,0x00,0x00,
-0xb9,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xf3,0x02,0x00,0x00,0xf1,0x02,0x00,0x00,0x11,0x03,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf5,0x02,0x00,0x00,
-0x0c,0x03,0x00,0x00,0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xf7,0x02,0x00,0x00,0xf5,0x02,0x00,0x00,
-0x0f,0x03,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xf9,0x02,0x00,0x00,0xf7,0x02,0x00,0x00,0xf8,0x02,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfb,0x02,0x00,0x00,
-0x0d,0x03,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xfc,0x02,0x00,0x00,0xf9,0x02,0x00,0x00,
-0xfb,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xfe,0x02,0x00,0x00,0xfc,0x02,0x00,0x00,0x11,0x03,0x00,0x00,
-0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,0xff,0x02,0x00,0x00,
-0xc9,0x00,0x00,0x00,0xfe,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
-0xc3,0x00,0x00,0x00,0x00,0x03,0x00,0x00,0xff,0x02,0x00,0x00,
-0x41,0x00,0x06,0x00,0xc3,0x01,0x00,0x00,0x01,0x03,0x00,0x00,
-0xe6,0x02,0x00,0x00,0x35,0x00,0x00,0x00,0xf3,0x02,0x00,0x00,
-0x3e,0x00,0x03,0x00,0x01,0x03,0x00,0x00,0x00,0x03,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xe2,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xe2,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xce,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xce,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x03,0x03,0x00,0x00,0x11,0x03,0x00,0x00,
-0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xcb,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xcd,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xc6,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xc6,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x05,0x03,0x00,0x00,
-0x0f,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xc3,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xc5,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xae,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xae,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x07,0x03,0x00,0x00,0x0d,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0xab,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xad,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xa6,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xa6,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x09,0x03,0x00,0x00,0x0c,0x03,0x00,0x00,
-0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xa3,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0xa5,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,
-0x38,0x00,0x01,0x00,
+0xc5,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0xae,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xae,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x07,0x03,0x00,0x00,0x0d,0x03,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xab,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0xad,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xa6,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xa6,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x09,0x03,0x00,0x00,
+0x0c,0x03,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xa3,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xa5,0x02,0x00,0x00,
+0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 };
-const uint64_t matmul_q6_k_f32_fp32_len = 11644;
+const uint64_t matmul_q6_k_f32_fp32_len = 11624;
 
 unsigned char matmul_q8_0_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
@@ -112593,9 +116285,9 @@ unsigned char matmul_q8_0_f32_data[] = {
 0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x6d,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
 0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
@@ -112678,7 +116370,7 @@ unsigned char matmul_q8_0_f32_data[] = {
 0x37,0x01,0x00,0x00,0x51,0x00,0x00,0x00,0x36,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x38,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x37,0x01,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x39,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0x38,0x01,0x00,0x00,
 0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x57,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
@@ -112708,7 +116400,7 @@ unsigned char matmul_q8_0_f32_data[] = {
 0x81,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x85,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x86,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x89,0x01,0x00,0x00,
 0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xa4,0x01,0x00,0x00,
@@ -112837,7 +116529,7 @@ unsigned char matmul_q8_0_f32_data[] = {
 0x94,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,
 0x84,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x9e,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x9e,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,
 0x14,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,
@@ -112895,452 +116587,450 @@ unsigned char matmul_q8_0_f32_data[] = {
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xea,0x00,0x00,0x00,
 0xe7,0x00,0x00,0x00,0x99,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,0xea,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xec,0x00,0x00,0x00,0xd4,0x02,0x00,0x00,0xeb,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xee,0x00,0x00,0x00,
 0xec,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,
-0xf3,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xf6,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
-0xf4,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xee,0x00,0x00,0x00,
-0xfa,0x00,0x00,0x00,0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xff,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x00,0x01,0x00,0x00,
-0xff,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x41,0x00,0x07,0x00,
-0x0c,0x01,0x00,0x00,0x0d,0x01,0x00,0x00,0x0a,0x01,0x00,0x00,
-0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x02,0x01,0x00,0x00,0x0e,0x01,0x00,0x00,
-0x0d,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
-0x0f,0x01,0x00,0x00,0x0e,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
-0x15,0x01,0x00,0x00,0x16,0x01,0x00,0x00,0x0a,0x01,0x00,0x00,
-0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
-0x00,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x03,0x01,0x00,0x00,
-0x17,0x01,0x00,0x00,0x16,0x01,0x00,0x00,0x72,0x00,0x04,0x00,
-0x15,0x00,0x00,0x00,0x18,0x01,0x00,0x00,0x17,0x01,0x00,0x00,
-0x6f,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,0x19,0x01,0x00,0x00,
-0x18,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1c,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
-0x41,0x00,0x08,0x00,0x15,0x01,0x00,0x00,0x1d,0x01,0x00,0x00,
+0xf3,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xf7,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
+0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
+0xee,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0xc7,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xff,0x00,0x00,0x00,0xee,0x00,0x00,0x00,
+0xfe,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x00,0x01,0x00,0x00,0xff,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x41,0x00,0x07,0x00,0x0c,0x01,0x00,0x00,0x0d,0x01,0x00,0x00,
 0x0a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
-0xcf,0x00,0x00,0x00,0x1c,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x03,0x01,0x00,0x00,0x1e,0x01,0x00,0x00,0x1d,0x01,0x00,0x00,
-0x72,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x1f,0x01,0x00,0x00,
-0x1e,0x01,0x00,0x00,0x6f,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
-0x20,0x01,0x00,0x00,0x1f,0x01,0x00,0x00,0x50,0x00,0x05,0x00,
-0x10,0x01,0x00,0x00,0x21,0x01,0x00,0x00,0x19,0x01,0x00,0x00,
-0x20,0x01,0x00,0x00,0x8e,0x00,0x05,0x00,0x10,0x01,0x00,0x00,
-0x23,0x01,0x00,0x00,0x21,0x01,0x00,0x00,0x0f,0x01,0x00,0x00,
-0x51,0x00,0x05,0x00,0xc3,0x00,0x00,0x00,0x2b,0x01,0x00,0x00,
-0x23,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x73,0x00,0x04,0x00,
-0x02,0x01,0x00,0x00,0x2c,0x01,0x00,0x00,0x2b,0x01,0x00,0x00,
-0x41,0x00,0x05,0x00,0x2d,0x01,0x00,0x00,0x2e,0x01,0x00,0x00,
-0x28,0x01,0x00,0x00,0xf7,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
-0x2e,0x01,0x00,0x00,0x2c,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x30,0x01,0x00,0x00,0xf7,0x00,0x00,0x00,
-0x3a,0x00,0x00,0x00,0x51,0x00,0x05,0x00,0xc3,0x00,0x00,0x00,
-0x32,0x01,0x00,0x00,0x23,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
-0x73,0x00,0x04,0x00,0x02,0x01,0x00,0x00,0x33,0x01,0x00,0x00,
-0x32,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x2d,0x01,0x00,0x00,
-0x34,0x01,0x00,0x00,0x28,0x01,0x00,0x00,0x30,0x01,0x00,0x00,
-0x3e,0x00,0x03,0x00,0x34,0x01,0x00,0x00,0x33,0x01,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3b,0x01,0x00,0x00,
-0xd0,0x02,0x00,0x00,0x39,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
-0xdc,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xde,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x3d,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x3d,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0xd1,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0xde,0x00,0x00,0x00,
-0x84,0x01,0x00,0x00,0x40,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
-0xc1,0x00,0x00,0x00,0x43,0x01,0x00,0x00,0xd1,0x02,0x00,0x00,
-0xa6,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x3f,0x01,0x00,0x00,
-0x40,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0x43,0x01,0x00,0x00,0x3e,0x01,0x00,0x00,0x3f,0x01,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x3e,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x47,0x01,0x00,0x00,0xa7,0x00,0x00,0x00,
-0x7e,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x49,0x01,0x00,0x00,0x47,0x01,0x00,0x00,0xd1,0x02,0x00,0x00,
-0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x4a,0x01,0x00,0x00,
-0x14,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x4b,0x01,0x00,0x00,0x4a,0x01,0x00,0x00,
-0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x4c,0x01,0x00,0x00,
-0x49,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,0xf7,0x00,0x03,0x00,
-0x4e,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0x4c,0x01,0x00,0x00,0x4d,0x01,0x00,0x00,0x4e,0x01,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x4d,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x51,0x01,0x00,0x00,0xc0,0x02,0x00,0x00,
-0x79,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
-0x53,0x01,0x00,0x00,0x51,0x01,0x00,0x00,0x8e,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x4e,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x4e,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0xc1,0x00,0x00,0x00,
-0x54,0x01,0x00,0x00,0x4c,0x01,0x00,0x00,0x3e,0x01,0x00,0x00,
-0x53,0x01,0x00,0x00,0x4d,0x01,0x00,0x00,0xf7,0x00,0x03,0x00,
-0x56,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0x54,0x01,0x00,0x00,0x55,0x01,0x00,0x00,0x76,0x01,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x55,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x5e,0x01,0x00,0x00,0x7e,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x02,0x01,0x00,0x00,
+0x0e,0x01,0x00,0x00,0x0d,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
+0xc3,0x00,0x00,0x00,0x0f,0x01,0x00,0x00,0x0e,0x01,0x00,0x00,
+0x41,0x00,0x08,0x00,0x15,0x01,0x00,0x00,0x16,0x01,0x00,0x00,
+0x0a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
+0xcf,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x03,0x01,0x00,0x00,0x17,0x01,0x00,0x00,0x16,0x01,0x00,0x00,
+0x72,0x00,0x04,0x00,0x15,0x00,0x00,0x00,0x18,0x01,0x00,0x00,
+0x17,0x01,0x00,0x00,0x6f,0x00,0x04,0x00,0xc3,0x00,0x00,0x00,
+0x19,0x01,0x00,0x00,0x18,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x1c,0x01,0x00,0x00,0x00,0x01,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x15,0x01,0x00,0x00,
+0x1d,0x01,0x00,0x00,0x0a,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0xfb,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x1c,0x01,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x03,0x01,0x00,0x00,0x1e,0x01,0x00,0x00,
+0x1d,0x01,0x00,0x00,0x72,0x00,0x04,0x00,0x15,0x00,0x00,0x00,
+0x1f,0x01,0x00,0x00,0x1e,0x01,0x00,0x00,0x6f,0x00,0x04,0x00,
+0xc3,0x00,0x00,0x00,0x20,0x01,0x00,0x00,0x1f,0x01,0x00,0x00,
+0x50,0x00,0x05,0x00,0x10,0x01,0x00,0x00,0x21,0x01,0x00,0x00,
+0x19,0x01,0x00,0x00,0x20,0x01,0x00,0x00,0x8e,0x00,0x05,0x00,
+0x10,0x01,0x00,0x00,0x23,0x01,0x00,0x00,0x21,0x01,0x00,0x00,
+0x0f,0x01,0x00,0x00,0x51,0x00,0x05,0x00,0xc3,0x00,0x00,0x00,
+0x2b,0x01,0x00,0x00,0x23,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
+0x73,0x00,0x04,0x00,0x02,0x01,0x00,0x00,0x2c,0x01,0x00,0x00,
+0x2b,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x2d,0x01,0x00,0x00,
+0x2e,0x01,0x00,0x00,0x28,0x01,0x00,0x00,0xf7,0x00,0x00,0x00,
+0x3e,0x00,0x03,0x00,0x2e,0x01,0x00,0x00,0x2c,0x01,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x30,0x01,0x00,0x00,
+0xf7,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x51,0x00,0x05,0x00,
+0xc3,0x00,0x00,0x00,0x32,0x01,0x00,0x00,0x23,0x01,0x00,0x00,
+0x01,0x00,0x00,0x00,0x73,0x00,0x04,0x00,0x02,0x01,0x00,0x00,
+0x33,0x01,0x00,0x00,0x32,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
+0x2d,0x01,0x00,0x00,0x34,0x01,0x00,0x00,0x28,0x01,0x00,0x00,
+0x30,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x34,0x01,0x00,0x00,
+0x33,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x3b,0x01,0x00,0x00,0xd0,0x02,0x00,0x00,0x39,0x01,0x00,0x00,
+0xf9,0x00,0x02,0x00,0xdc,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xde,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x3d,0x01,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x3d,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
+0x06,0x00,0x00,0x00,0xd1,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,
+0xde,0x00,0x00,0x00,0x84,0x01,0x00,0x00,0x40,0x01,0x00,0x00,
+0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x43,0x01,0x00,0x00,
+0xd1,0x02,0x00,0x00,0xa6,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x3f,0x01,0x00,0x00,0x40,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
+0xfa,0x00,0x04,0x00,0x43,0x01,0x00,0x00,0x3e,0x01,0x00,0x00,
+0x3f,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x3e,0x01,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x47,0x01,0x00,0x00,
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-0x35,0x00,0x00,0x00,0xa6,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
-0xb4,0x02,0x00,0x00,0xb3,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x95,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x95,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x81,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x81,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xb6,0x02,0x00,0x00,0xc6,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x7e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x80,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x79,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x79,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xb8,0x02,0x00,0x00,0xc4,0x02,0x00,0x00,
-0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x76,0x02,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x78,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x61,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x61,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xba,0x02,0x00,0x00,
-0xc2,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x5e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x60,0x02,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x59,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x59,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xbc,0x02,0x00,0x00,0xc1,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x56,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x58,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
-
+0x74,0x02,0x00,0x00,0x71,0x02,0x00,0x00,0x73,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x76,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x76,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
+0xc4,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0x5f,0x02,0x00,0x00,
+0xb8,0x02,0x00,0x00,0x79,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
+0xc1,0x00,0x00,0x00,0x7c,0x02,0x00,0x00,0xc4,0x02,0x00,0x00,
+0xbb,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x78,0x02,0x00,0x00,
+0x79,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0x7c,0x02,0x00,0x00,0x77,0x02,0x00,0x00,0x78,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x77,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x7e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x7e,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xc6,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x77,0x02,0x00,0x00,0xb6,0x02,0x00,0x00,
+0x81,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
+0x84,0x02,0x00,0x00,0xc6,0x02,0x00,0x00,0x63,0x00,0x00,0x00,
+0xf6,0x00,0x04,0x00,0x80,0x02,0x00,0x00,0x81,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x84,0x02,0x00,0x00,
+0x7f,0x02,0x00,0x00,0x80,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x7f,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x87,0x02,0x00,0x00,0x6c,0x02,0x00,0x00,0xc6,0x02,0x00,0x00,
+0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x8a,0x02,0x00,0x00,
+0x87,0x02,0x00,0x00,0x37,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,
+0x8c,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0x8a,0x02,0x00,0x00,0x8b,0x02,0x00,0x00,0x8c,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x8b,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x8f,0x02,0x00,0x00,0x74,0x02,0x00,0x00,
+0xc4,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x90,0x02,0x00,0x00,0x14,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x91,0x02,0x00,0x00,
+0x90,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
+0x92,0x02,0x00,0x00,0x8f,0x02,0x00,0x00,0x91,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x8c,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x8c,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0xc1,0x00,0x00,0x00,
+0x93,0x02,0x00,0x00,0x8a,0x02,0x00,0x00,0x7f,0x02,0x00,0x00,
+0x92,0x02,0x00,0x00,0x8b,0x02,0x00,0x00,0xf7,0x00,0x03,0x00,
+0x95,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0x93,0x02,0x00,0x00,0x94,0x02,0x00,0x00,0x95,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x94,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x9d,0x02,0x00,0x00,0x74,0x02,0x00,0x00,
+0xc4,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x9f,0x02,0x00,0x00,0x14,0x00,0x00,0x00,0x9e,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xa0,0x02,0x00,0x00,
+0x9f,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xa1,0x02,0x00,0x00,0x9d,0x02,0x00,0x00,0xa0,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa2,0x02,0x00,0x00,
+0x54,0x02,0x00,0x00,0xa1,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xa4,0x02,0x00,0x00,0xa2,0x02,0x00,0x00,
+0x6c,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xa6,0x02,0x00,0x00,0xa4,0x02,0x00,0x00,0xc6,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa8,0x02,0x00,0x00,
+0xc1,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xaa,0x02,0x00,0x00,0xa8,0x02,0x00,0x00,
+0xc4,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xac,0x02,0x00,0x00,0xaa,0x02,0x00,0x00,0xab,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xae,0x02,0x00,0x00,
+0xc2,0x02,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xaf,0x02,0x00,0x00,0xac,0x02,0x00,0x00,
+0xae,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xb1,0x02,0x00,0x00,0xaf,0x02,0x00,0x00,0xc6,0x02,0x00,0x00,
+0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,0xb2,0x02,0x00,0x00,
+0xc9,0x00,0x00,0x00,0xb1,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
+0xc3,0x00,0x00,0x00,0xb3,0x02,0x00,0x00,0xb2,0x02,0x00,0x00,
+0x41,0x00,0x06,0x00,0x71,0x01,0x00,0x00,0xb4,0x02,0x00,0x00,
+0x99,0x02,0x00,0x00,0x35,0x00,0x00,0x00,0xa6,0x02,0x00,0x00,
+0x3e,0x00,0x03,0x00,0xb4,0x02,0x00,0x00,0xb3,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x95,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x95,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x81,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x81,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xb6,0x02,0x00,0x00,0xc6,0x02,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x7e,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x80,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x79,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x79,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb8,0x02,0x00,0x00,
+0xc4,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x76,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x78,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x61,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x61,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xba,0x02,0x00,0x00,0xc2,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x5e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x60,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x59,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x59,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xbc,0x02,0x00,0x00,0xc1,0x02,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x56,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x58,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,
+0x38,0x00,0x01,0x00,
 };
-const uint64_t matmul_q8_0_f32_len = 10608;
+const uint64_t matmul_q8_0_f32_len = 10588;
 
 unsigned char matmul_q8_0_f32_aligned_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
@@ -115295,9 +118985,9 @@ unsigned char matmul_q8_0_f32_fp32_data[] = {
 0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
 0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,
@@ -115380,7 +119070,7 @@ unsigned char matmul_q8_0_f32_fp32_data[] = {
 0x06,0x00,0x00,0x00,0x35,0x01,0x00,0x00,0x51,0x00,0x00,0x00,
 0x34,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x36,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
-0x35,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
+0x35,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x37,0x01,0x00,0x00,0x86,0x00,0x00,0x00,
 0x36,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0x55,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
@@ -115409,7 +119099,7 @@ unsigned char matmul_q8_0_f32_fp32_data[] = {
 0x7d,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x81,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x82,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x85,0x01,0x00,0x00,
 0x86,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xa0,0x01,0x00,0x00,
@@ -115499,541 +119189,539 @@ unsigned char matmul_q8_0_f32_fp32_data[] = {
 0x51,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x5e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
 0x50,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x65,0x00,0x00,0x00,0x5e,0x00,0x00,0x00,0x64,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x69,0x00,0x00,0x00,
-0x5e,0x00,0x00,0x00,0x68,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x6e,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x74,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x79,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x7d,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
-0x82,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x81,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x83,0x00,0x00,0x00,
-0x82,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0x48,0x00,0x00,0x00,0x83,0x00,0x00,0x00,
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+0xbb,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0x50,0x02,0x00,0x00,
+0xb3,0x02,0x00,0x00,0x5a,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
+0xc1,0x00,0x00,0x00,0x5d,0x02,0x00,0x00,0xbb,0x02,0x00,0x00,
+0x61,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x59,0x02,0x00,0x00,
+0x5a,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0x5d,0x02,0x00,0x00,0x58,0x02,0x00,0x00,0x59,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x58,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x61,0x02,0x00,0x00,0xbb,0x02,0x00,0x00,
+0x62,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x62,0x02,0x00,0x00,0x38,0x02,0x00,0x00,0x61,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x64,0x02,0x00,0x00,
+0x65,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x65,0x02,0x00,0x00,0x62,0x02,0x00,0x00,
+0x64,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x69,0x02,0x00,0x00,0xba,0x02,0x00,0x00,0xd8,0x01,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6a,0x02,0x00,0x00,
+0x3e,0x02,0x00,0x00,0x69,0x02,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x6c,0x02,0x00,0x00,0x69,0x00,0x00,0x00,
+0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x6d,0x02,0x00,0x00,0x6a,0x02,0x00,0x00,0x6c,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x6f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x6f,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
+0xbd,0x02,0x00,0x00,0x3f,0x00,0x00,0x00,0x58,0x02,0x00,0x00,
+0xb1,0x02,0x00,0x00,0x72,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,
+0xc1,0x00,0x00,0x00,0x75,0x02,0x00,0x00,0xbd,0x02,0x00,0x00,
+0xbb,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x71,0x02,0x00,0x00,
+0x72,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0x75,0x02,0x00,0x00,0x70,0x02,0x00,0x00,0x71,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x70,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x77,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x77,0x02,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xbf,0x02,0x00,0x00,
+0x3f,0x00,0x00,0x00,0x70,0x02,0x00,0x00,0xaf,0x02,0x00,0x00,
+0x7a,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
+0x7d,0x02,0x00,0x00,0xbf,0x02,0x00,0x00,0x63,0x00,0x00,0x00,
+0xf6,0x00,0x04,0x00,0x79,0x02,0x00,0x00,0x7a,0x02,0x00,0x00,
+0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x7d,0x02,0x00,0x00,
+0x78,0x02,0x00,0x00,0x79,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x78,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x80,0x02,0x00,0x00,0x65,0x02,0x00,0x00,0xbf,0x02,0x00,0x00,
+0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,0x83,0x02,0x00,0x00,
+0x80,0x02,0x00,0x00,0x37,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,
+0x85,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0x83,0x02,0x00,0x00,0x84,0x02,0x00,0x00,0x85,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x84,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x88,0x02,0x00,0x00,0x6d,0x02,0x00,0x00,
+0xbd,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x89,0x02,0x00,0x00,0x14,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x8a,0x02,0x00,0x00,
+0x89,0x02,0x00,0x00,0xb0,0x00,0x05,0x00,0xc1,0x00,0x00,0x00,
+0x8b,0x02,0x00,0x00,0x88,0x02,0x00,0x00,0x8a,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x85,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x85,0x02,0x00,0x00,0xf5,0x00,0x07,0x00,0xc1,0x00,0x00,0x00,
+0x8c,0x02,0x00,0x00,0x83,0x02,0x00,0x00,0x78,0x02,0x00,0x00,
+0x8b,0x02,0x00,0x00,0x84,0x02,0x00,0x00,0xf7,0x00,0x03,0x00,
+0x8e,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
+0x8c,0x02,0x00,0x00,0x8d,0x02,0x00,0x00,0x8e,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x8d,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x96,0x02,0x00,0x00,0x6d,0x02,0x00,0x00,
+0xbd,0x02,0x00,0x00,0x41,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x98,0x02,0x00,0x00,0x14,0x00,0x00,0x00,0x97,0x02,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x99,0x02,0x00,0x00,
+0x98,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x9a,0x02,0x00,0x00,0x96,0x02,0x00,0x00,0x99,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9b,0x02,0x00,0x00,
+0x4d,0x02,0x00,0x00,0x9a,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x9d,0x02,0x00,0x00,0x9b,0x02,0x00,0x00,
+0x65,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x9f,0x02,0x00,0x00,0x9d,0x02,0x00,0x00,0xbf,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa1,0x02,0x00,0x00,
+0xba,0x02,0x00,0x00,0xbb,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xa3,0x02,0x00,0x00,0xa1,0x02,0x00,0x00,
+0xbd,0x02,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xa5,0x02,0x00,0x00,0xa3,0x02,0x00,0x00,0xa4,0x02,0x00,0x00,
+0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa7,0x02,0x00,0x00,
+0xbb,0x02,0x00,0x00,0x63,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xa8,0x02,0x00,0x00,0xa5,0x02,0x00,0x00,
+0xa7,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xaa,0x02,0x00,0x00,0xa8,0x02,0x00,0x00,0xbf,0x02,0x00,0x00,
+0x41,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,0xab,0x02,0x00,0x00,
+0xc9,0x00,0x00,0x00,0xaa,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
+0xc3,0x00,0x00,0x00,0xac,0x02,0x00,0x00,0xab,0x02,0x00,0x00,
+0x41,0x00,0x06,0x00,0x6f,0x01,0x00,0x00,0xad,0x02,0x00,0x00,
+0x92,0x02,0x00,0x00,0x35,0x00,0x00,0x00,0x9f,0x02,0x00,0x00,
+0x3e,0x00,0x03,0x00,0xad,0x02,0x00,0x00,0xac,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x8e,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x8e,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x7a,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x7a,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xaf,0x02,0x00,0x00,0xbf,0x02,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x77,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x79,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x72,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x72,0x02,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb1,0x02,0x00,0x00,
+0xbd,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x6f,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0x71,0x02,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x5a,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x5a,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xb3,0x02,0x00,0x00,0xbb,0x02,0x00,0x00,0xcf,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x57,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x59,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,0x52,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x52,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0xb5,0x02,0x00,0x00,0xba,0x02,0x00,0x00,
+0xcf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x4f,0x02,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x51,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,
+0x38,0x00,0x01,0x00,
 };
-const uint64_t matmul_q8_0_f32_fp32_len = 10488;
+const uint64_t matmul_q8_0_f32_fp32_len = 10468;
 
 unsigned char mul_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
@@ -116404,40 +120092,40 @@ unsigned char mul_mat_vec_f16_f16_f32_data[] = {
 0x2e,0x73,0x74,0x64,0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,
 0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x0f,0x00,0x0d,0x00,0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x69,0x00,0x00,0x00,
+0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x32,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x69,0x00,0x00,0x00,
 0x6e,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
 0xf8,0x00,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
 0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x19,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x17,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
+0x18,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x18,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
+0x18,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x1a,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x32,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x38,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x38,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x20,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x38,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x38,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x20,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x38,0x00,0x00,0x00,
 0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x38,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x20,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x38,0x00,0x00,0x00,
 0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x20,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x52,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x53,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x53,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x53,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x55,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x55,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x38,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0x69,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6e,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
@@ -116464,56 +120152,56 @@ unsigned char mul_mat_vec_f16_f16_f32_data[] = {
 0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
-0x0e,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x17,0x00,0x04,0x00,
-0x17,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x18,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x18,0x00,0x00,0x00,
-0x19,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x1e,0x00,0x0d,0x00,0x20,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x21,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x21,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x23,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
+0x16,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0x17,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0x18,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x19,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x19,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x25,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,
-0x30,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x23,0x00,0x00,0x00,0x36,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x3c,0x00,0x00,0x00,
-0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,
-0x43,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x23,0x00,0x00,0x00,0x48,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0x51,0x00,0x00,0x00,
-0x10,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x52,0x00,0x00,0x00,
-0x51,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x53,0x00,0x00,0x00,
-0x52,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x54,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x54,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x56,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x5a,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x51,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x18,0x00,0x00,0x00,0x69,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x20,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x16,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x27,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x17,0x00,0x04,0x00,
+0x30,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x31,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x30,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x31,0x00,0x00,0x00,
+0x32,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x33,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x1e,0x00,0x0d,0x00,0x38,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x39,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x39,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x3c,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x1b,0x00,0x00,0x00,0x47,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,
+0x53,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x1b,0x00,0x00,0x00,0x5a,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,0x5f,0x00,0x00,0x00,
+0x05,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,
+0x64,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x31,0x00,0x00,0x00,0x69,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x6a,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x18,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x31,0x00,0x00,0x00,
 0x6e,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x7b,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x1c,0x00,0x04,0x00,0x7c,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
+0x1c,0x00,0x04,0x00,0x7c,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
 0x7b,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x7d,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x7c,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
 0x7d,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0x80,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x80,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x81,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x14,0x00,0x02,0x00,
+0x04,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x14,0x00,0x02,0x00,
 0x8d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x92,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
-0xb5,0x00,0x00,0x00,0x51,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0xb5,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
 0xb6,0x00,0x00,0x00,0xb5,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0xb7,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0xb6,0x00,0x00,0x00,
 0x3b,0x00,0x04,0x00,0xb7,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
@@ -116521,61 +120209,61 @@ unsigned char mul_mat_vec_f16_f16_f32_data[] = {
 0xd5,0x00,0x00,0x00,0x08,0x01,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xd7,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
 0x7b,0x00,0x00,0x00,0x92,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x23,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x1d,0x00,0x03,0x00,0xf5,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x1d,0x00,0x03,0x00,0xf5,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
 0x1e,0x00,0x03,0x00,0xf6,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0xf7,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0xf6,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0xf7,0x00,0x00,0x00,
 0xf8,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0xfe,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
+0xfe,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x00,0x01,0x00,0x00,
-0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,0x17,0x00,0x00,0x00,
-0x01,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x1a,0x00,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,0x30,0x00,0x00,0x00,
+0x01,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x27,0x00,0x00,0x00,
+0x27,0x00,0x00,0x00,0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x1b,0x00,0x00,0x00,0x6b,0x00,0x00,0x00,0x69,0x00,0x00,0x00,
+0x33,0x00,0x00,0x00,0x6b,0x00,0x00,0x00,0x69,0x00,0x00,0x00,
 0x6a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x6c,0x00,0x00,0x00,0x6b,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x1b,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
+0x33,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
 0x6a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x70,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x1b,0x00,0x00,0x00,0x09,0x01,0x00,0x00,0x19,0x00,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x33,0x00,0x00,0x00,0x09,0x01,0x00,0x00,0x32,0x00,0x00,0x00,
+0x27,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x0a,0x01,0x00,0x00,0x09,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
-0x25,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x3c,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
+0x3b,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x0d,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x0e,0x01,0x00,0x00,0x0a,0x01,0x00,0x00,
 0x0d,0x01,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x12,0x01,0x00,0x00,0x0a,0x01,0x00,0x00,0x0d,0x01,0x00,0x00,
-0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,0x14,0x01,0x00,0x00,
-0x22,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x3c,0x00,0x00,0x00,0x14,0x01,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x47,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x15,0x01,0x00,0x00,0x14,0x01,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x16,0x01,0x00,0x00,
 0x0e,0x01,0x00,0x00,0x15,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
-0x25,0x00,0x00,0x00,0x18,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
-0x36,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x3c,0x00,0x00,0x00,0x18,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x19,0x01,0x00,0x00,0x18,0x01,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x1a,0x01,0x00,0x00,0x12,0x01,0x00,0x00,
-0x19,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,
-0x1c,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x3c,0x00,0x00,0x00,
+0x19,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x3c,0x00,0x00,0x00,
+0x1c,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x1d,0x01,0x00,0x00,
 0x1c,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x1e,0x01,0x00,0x00,0x16,0x01,0x00,0x00,0x1d,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x20,0x01,0x00,0x00,
 0x1e,0x01,0x00,0x00,0x1a,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
-0x25,0x00,0x00,0x00,0x22,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
-0x43,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x3c,0x00,0x00,0x00,0x22,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
+0x5a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x23,0x01,0x00,0x00,0x22,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x24,0x01,0x00,0x00,0x20,0x01,0x00,0x00,
-0x23,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,
-0x26,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x48,0x00,0x00,0x00,
+0x23,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x3c,0x00,0x00,0x00,
+0x26,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x5f,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x27,0x01,0x00,0x00,
 0x26,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x28,0x01,0x00,0x00,0x0a,0x01,0x00,0x00,0x27,0x01,0x00,0x00,
-0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,0x2a,0x01,0x00,0x00,
-0x22,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x3c,0x00,0x00,0x00,0x2a,0x01,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x64,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x2b,0x01,0x00,0x00,0x2a,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2c,0x01,0x00,0x00,
 0x0a,0x01,0x00,0x00,0x2b,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
@@ -116585,8 +120273,8 @@ unsigned char mul_mat_vec_f16_f16_f32_data[] = {
 0xf8,0x00,0x02,0x00,0x84,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
 0x06,0x00,0x00,0x00,0x3f,0x01,0x00,0x00,0x6a,0x00,0x00,0x00,
 0x05,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,0x85,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,0x8a,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x56,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x3c,0x00,0x00,0x00,0x8a,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x8b,0x00,0x00,0x00,0x8a,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8c,0x00,0x00,0x00,
 0x8b,0x00,0x00,0x00,0x7b,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
@@ -116604,47 +120292,47 @@ unsigned char mul_mat_vec_f16_f16_f32_data[] = {
 0x8b,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x9c,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,0x95,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,
-0x9c,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
+0x9c,0x00,0x00,0x00,0x27,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xa0,0x00,0x00,0x00,0x95,0x00,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa1,0x00,0x00,0x00,0xa0,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x27,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xa1,0x00,0x00,0x00,0xa0,0x00,0x00,0x00,0x27,0x00,0x00,0x00,
 0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,
 0x95,0x00,0x00,0x00,0xa0,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,0x24,0x01,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x27,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x31,0x01,0x00,0x00,0xaa,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,
-0x41,0x00,0x06,0x00,0x5a,0x00,0x00,0x00,0x32,0x01,0x00,0x00,
-0x55,0x00,0x00,0x00,0x56,0x00,0x00,0x00,0x31,0x01,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x51,0x00,0x00,0x00,0x33,0x01,0x00,0x00,
-0x32,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0x41,0x00,0x06,0x00,0x20,0x00,0x00,0x00,0x32,0x01,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x31,0x01,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x16,0x00,0x00,0x00,0x33,0x01,0x00,0x00,
+0x32,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0x34,0x01,0x00,0x00,0x33,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x38,0x01,0x00,0x00,0x31,0x01,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x5a,0x00,0x00,0x00,
-0x39,0x01,0x00,0x00,0x55,0x00,0x00,0x00,0x56,0x00,0x00,0x00,
-0x38,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x51,0x00,0x00,0x00,
+0x27,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x20,0x00,0x00,0x00,
+0x39,0x01,0x00,0x00,0x1a,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x38,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x16,0x00,0x00,0x00,
 0x3a,0x01,0x00,0x00,0x39,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0x3b,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,
+0x08,0x00,0x00,0x00,0x3b,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
 0x28,0x01,0x00,0x00,0xa6,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
-0xa1,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x5a,0x00,0x00,0x00,
-0xbe,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x56,0x00,0x00,0x00,
-0xbd,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x51,0x00,0x00,0x00,
+0xa1,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x20,0x00,0x00,0x00,
+0xbe,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0xbd,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x16,0x00,0x00,0x00,
 0xbf,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0x73,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0xc0,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0xc0,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,
-0xbd,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
-0x5a,0x00,0x00,0x00,0xca,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
-0x56,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x51,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,0xca,0x00,0x00,0x00,
-0x73,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0xcc,0x00,0x00,0x00,
-0xcb,0x00,0x00,0x00,0x85,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,
+0xbd,0x00,0x00,0x00,0x27,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
+0x20,0x00,0x00,0x00,0xca,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x16,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,0xca,0x00,0x00,0x00,
+0x73,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xcc,0x00,0x00,0x00,
+0xcb,0x00,0x00,0x00,0x85,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
 0xcd,0x00,0x00,0x00,0x3b,0x01,0x00,0x00,0xcc,0x00,0x00,0x00,
-0x0c,0x00,0x08,0x00,0x0e,0x00,0x00,0x00,0xce,0x00,0x00,0x00,
+0x0c,0x00,0x08,0x00,0x08,0x00,0x00,0x00,0xce,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x34,0x01,0x00,0x00,
 0xc0,0x00,0x00,0x00,0xcd,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x82,0x00,0x00,0x00,
-0x81,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x82,0x00,0x00,0x00,
+0x81,0x00,0x05,0x00,0x08,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xce,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x82,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,0x3f,0x01,0x00,0x00,
@@ -116668,9 +120356,9 @@ unsigned char mul_mat_vec_f16_f16_f32_data[] = {
 0xe7,0x00,0x00,0x00,0x70,0x00,0x00,0x00,0x40,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x81,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,
 0x7e,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0xe9,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,
-0x82,0x00,0x00,0x00,0x81,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0xe9,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,
+0x82,0x00,0x00,0x00,0x81,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
 0xec,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,0xe9,0x00,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x82,0x00,0x00,0x00,0xec,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xe3,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
@@ -116687,10 +120375,10 @@ unsigned char mul_mat_vec_f16_f16_f32_data[] = {
 0xf8,0x00,0x02,0x00,0xf3,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x2c,0x01,0x00,0x00,
 0x6c,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x81,0x00,0x00,0x00,
-0xfc,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,0x56,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,
+0xfc,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,
 0xfc,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0xfe,0x00,0x00,0x00,
-0xff,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,0x56,0x00,0x00,0x00,
+0xff,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
 0xfb,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,0xff,0x00,0x00,0x00,
 0xfd,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xf4,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xf4,0x00,0x00,0x00,0xfd,0x00,0x01,0x00,
@@ -116706,40 +120394,40 @@ unsigned char mul_mat_vec_f16_f32_f32_data[] = {
 0x2e,0x73,0x74,0x64,0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,
 0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x0f,0x00,0x0d,0x00,0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x69,0x00,0x00,0x00,
+0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x32,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x69,0x00,0x00,0x00,
 0x6e,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
 0xf7,0x00,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
 0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x19,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x17,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
+0x18,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x18,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
+0x18,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x1a,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x32,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x38,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x38,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x20,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x38,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x38,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x20,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x38,0x00,0x00,0x00,
 0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x38,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x20,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x38,0x00,0x00,0x00,
 0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x20,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x52,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x53,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x53,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x53,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x55,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x55,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x38,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0x69,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6e,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
@@ -116766,118 +120454,118 @@ unsigned char mul_mat_vec_f16_f32_f32_data[] = {
 0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
-0x0e,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x17,0x00,0x04,0x00,
-0x17,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x18,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x18,0x00,0x00,0x00,
-0x19,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x1e,0x00,0x0d,0x00,0x20,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x21,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x21,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x23,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
+0x16,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0x17,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0x18,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x19,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x19,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x25,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,
-0x30,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x23,0x00,0x00,0x00,0x36,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x3c,0x00,0x00,0x00,
-0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,
-0x43,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x23,0x00,0x00,0x00,0x48,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0x51,0x00,0x00,0x00,
-0x10,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x52,0x00,0x00,0x00,
-0x51,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x53,0x00,0x00,0x00,
-0x52,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x54,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x54,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x56,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x5a,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x51,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x18,0x00,0x00,0x00,0x69,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x20,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x16,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x27,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x17,0x00,0x04,0x00,
+0x30,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x31,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x30,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x31,0x00,0x00,0x00,
+0x32,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x33,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x1e,0x00,0x0d,0x00,0x38,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x39,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x39,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,0x3b,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x3c,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x1b,0x00,0x00,0x00,0x47,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,
+0x53,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x1b,0x00,0x00,0x00,0x5a,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,0x5f,0x00,0x00,0x00,
+0x05,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,
+0x64,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x31,0x00,0x00,0x00,0x69,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x6a,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x18,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x31,0x00,0x00,0x00,
 0x6e,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x7b,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x1c,0x00,0x04,0x00,0x7c,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
+0x1c,0x00,0x04,0x00,0x7c,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
 0x7b,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x7d,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x7c,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
 0x7d,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0x80,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x80,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x81,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x14,0x00,0x02,0x00,
+0x04,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x14,0x00,0x02,0x00,
 0x8d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x92,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
-0xb5,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0xb5,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
 0xb6,0x00,0x00,0x00,0xb5,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0xb7,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0xb6,0x00,0x00,0x00,
 0x3b,0x00,0x04,0x00,0xb7,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xbe,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x0c,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,0x08,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,
 0x86,0x00,0x00,0x00,0x7b,0x00,0x00,0x00,0x92,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0xed,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,0xed,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0xf4,0x00,0x00,0x00,
-0x0e,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0xf5,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0xf5,0x00,0x00,0x00,
 0xf4,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xf6,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
 0xf6,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,0x17,0x00,0x00,0x00,
-0xff,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,0x30,0x00,0x00,0x00,
+0xff,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,0x27,0x00,0x00,0x00,
+0x27,0x00,0x00,0x00,0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x1b,0x00,0x00,0x00,0x6b,0x00,0x00,0x00,0x69,0x00,0x00,0x00,
+0x33,0x00,0x00,0x00,0x6b,0x00,0x00,0x00,0x69,0x00,0x00,0x00,
 0x6a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x6c,0x00,0x00,0x00,0x6b,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x1b,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
+0x33,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,
 0x6a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x70,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x1b,0x00,0x00,0x00,0x07,0x01,0x00,0x00,0x19,0x00,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x33,0x00,0x00,0x00,0x07,0x01,0x00,0x00,0x32,0x00,0x00,0x00,
+0x27,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x08,0x01,0x00,0x00,0x07,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
-0x25,0x00,0x00,0x00,0x0a,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x3c,0x00,0x00,0x00,0x0a,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
+0x3b,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x0b,0x01,0x00,0x00,0x0a,0x01,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
 0x0b,0x01,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x10,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,
-0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,0x12,0x01,0x00,0x00,
-0x22,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x3c,0x00,0x00,0x00,0x12,0x01,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x47,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x13,0x01,0x00,0x00,0x12,0x01,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x14,0x01,0x00,0x00,
 0x0c,0x01,0x00,0x00,0x13,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
-0x25,0x00,0x00,0x00,0x16,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
-0x36,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x3c,0x00,0x00,0x00,0x16,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x17,0x01,0x00,0x00,0x16,0x01,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x18,0x01,0x00,0x00,0x10,0x01,0x00,0x00,
-0x17,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,
-0x1a,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x3c,0x00,0x00,0x00,
+0x17,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x3c,0x00,0x00,0x00,
+0x1a,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x1b,0x01,0x00,0x00,
 0x1a,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x1c,0x01,0x00,0x00,0x14,0x01,0x00,0x00,0x1b,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1e,0x01,0x00,0x00,
 0x1c,0x01,0x00,0x00,0x18,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
-0x25,0x00,0x00,0x00,0x20,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
-0x43,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x3c,0x00,0x00,0x00,0x20,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,
+0x5a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x21,0x01,0x00,0x00,0x20,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x22,0x01,0x00,0x00,0x1e,0x01,0x00,0x00,
-0x21,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,
-0x24,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x48,0x00,0x00,0x00,
+0x21,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x3c,0x00,0x00,0x00,
+0x24,0x01,0x00,0x00,0x3a,0x00,0x00,0x00,0x5f,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x25,0x01,0x00,0x00,
 0x24,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x26,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x25,0x01,0x00,0x00,
-0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,0x28,0x01,0x00,0x00,
-0x22,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x3c,0x00,0x00,0x00,0x28,0x01,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x64,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x29,0x01,0x00,0x00,0x28,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2a,0x01,0x00,0x00,
 0x08,0x01,0x00,0x00,0x29,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
@@ -116887,8 +120575,8 @@ unsigned char mul_mat_vec_f16_f32_f32_data[] = {
 0xf8,0x00,0x02,0x00,0x84,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
 0x06,0x00,0x00,0x00,0x3d,0x01,0x00,0x00,0x6a,0x00,0x00,0x00,
 0x05,0x00,0x00,0x00,0xd3,0x00,0x00,0x00,0x85,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,0x8a,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x56,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x3c,0x00,0x00,0x00,0x8a,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x8b,0x00,0x00,0x00,0x8a,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8c,0x00,0x00,0x00,
 0x8b,0x00,0x00,0x00,0x7b,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
@@ -116906,44 +120594,44 @@ unsigned char mul_mat_vec_f16_f32_f32_data[] = {
 0x8b,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x9c,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,0x95,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,
-0x9c,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
+0x9c,0x00,0x00,0x00,0x27,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xa0,0x00,0x00,0x00,0x95,0x00,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa1,0x00,0x00,0x00,0xa0,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x27,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xa1,0x00,0x00,0x00,0xa0,0x00,0x00,0x00,0x27,0x00,0x00,0x00,
 0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,
 0x95,0x00,0x00,0x00,0xa0,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,0x22,0x01,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x27,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x2f,0x01,0x00,0x00,0xaa,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,
-0x41,0x00,0x06,0x00,0x5a,0x00,0x00,0x00,0x30,0x01,0x00,0x00,
-0x55,0x00,0x00,0x00,0x56,0x00,0x00,0x00,0x2f,0x01,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x51,0x00,0x00,0x00,0x31,0x01,0x00,0x00,
-0x30,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0x41,0x00,0x06,0x00,0x20,0x00,0x00,0x00,0x30,0x01,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x2f,0x01,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x16,0x00,0x00,0x00,0x31,0x01,0x00,0x00,
+0x30,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0x32,0x01,0x00,0x00,0x31,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x36,0x01,0x00,0x00,0x2f,0x01,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x5a,0x00,0x00,0x00,
-0x37,0x01,0x00,0x00,0x55,0x00,0x00,0x00,0x56,0x00,0x00,0x00,
-0x36,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x51,0x00,0x00,0x00,
+0x27,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x20,0x00,0x00,0x00,
+0x37,0x01,0x00,0x00,0x1a,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x36,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x16,0x00,0x00,0x00,
 0x38,0x01,0x00,0x00,0x37,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0x39,0x01,0x00,0x00,0x38,0x01,0x00,0x00,
+0x08,0x00,0x00,0x00,0x39,0x01,0x00,0x00,0x38,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
 0x26,0x01,0x00,0x00,0xa6,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
 0xa1,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0xbe,0x00,0x00,0x00,
-0xbf,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x56,0x00,0x00,0x00,
-0xbd,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0xbf,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0xbd,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0xc0,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0xbe,0x00,0x00,0x00,
-0xca,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x56,0x00,0x00,0x00,
-0xc9,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0x27,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0xbe,0x00,0x00,0x00,
+0xca,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0xc9,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0xcb,0x00,0x00,0x00,0xca,0x00,0x00,0x00,0x85,0x00,0x05,0x00,
-0x0e,0x00,0x00,0x00,0xcc,0x00,0x00,0x00,0x39,0x01,0x00,0x00,
-0xcb,0x00,0x00,0x00,0x0c,0x00,0x08,0x00,0x0e,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0xcc,0x00,0x00,0x00,0x39,0x01,0x00,0x00,
+0xcb,0x00,0x00,0x00,0x0c,0x00,0x08,0x00,0x08,0x00,0x00,0x00,
 0xcd,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
 0x32,0x01,0x00,0x00,0xc0,0x00,0x00,0x00,0xcc,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
-0x82,0x00,0x00,0x00,0x81,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x82,0x00,0x00,0x00,0x81,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0xcd,0x00,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x82,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd3,0x00,0x00,0x00,
@@ -116967,10 +120655,10 @@ unsigned char mul_mat_vec_f16_f32_f32_data[] = {
 0x06,0x00,0x00,0x00,0xe6,0x00,0x00,0x00,0x70,0x00,0x00,0x00,
 0x3e,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x81,0x00,0x00,0x00,
 0xe7,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,0xe6,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,
-0xe7,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,
+0xe7,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0xea,0x00,0x00,0x00,0x82,0x00,0x00,0x00,0x81,0x00,0x05,0x00,
-0x0e,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,0xea,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,0xea,0x00,0x00,0x00,
 0xe8,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,0x82,0x00,0x00,0x00,
 0xeb,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xe2,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xe2,0x00,0x00,0x00,0xe0,0x00,0x04,0x00,
@@ -116987,10 +120675,10 @@ unsigned char mul_mat_vec_f16_f32_f32_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
 0x2a,0x01,0x00,0x00,0x6c,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
 0x81,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,
-0x56,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0xfc,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
 0xbe,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
-0x56,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
+0x1c,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
 0xfd,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xf3,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xf3,0x00,0x00,0x00,
 0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
@@ -117006,39 +120694,39 @@ unsigned char mul_mat_vec_f32_f16_f32_data[] = {
 0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x0f,0x00,0x0d,0x00,0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x66,0x00,0x00,0x00,
+0x2f,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x66,0x00,0x00,0x00,
 0x6b,0x00,0x00,0x00,0x7b,0x00,0x00,0x00,0xb6,0x00,0x00,0x00,
 0xf7,0x00,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
 0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x19,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x16,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
+0x17,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
+0x17,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x19,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x19,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x2f,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x35,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x35,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x20,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x35,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x35,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x20,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x35,0x00,0x00,0x00,
 0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x35,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x20,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x35,0x00,0x00,0x00,
 0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x20,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x51,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x52,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x52,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x52,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x54,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x54,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x35,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0x66,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6b,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
@@ -117065,52 +120753,52 @@ unsigned char mul_mat_vec_f32_f16_f32_data[] = {
 0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
-0x0e,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x17,0x00,0x04,0x00,
-0x17,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x18,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x18,0x00,0x00,0x00,
-0x19,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x1e,0x00,0x0d,0x00,0x20,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0x16,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0x17,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x18,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x18,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x1a,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x1f,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x25,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x17,0x00,0x04,0x00,
+0x2d,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x2e,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x2d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x2e,0x00,0x00,0x00,
+0x2f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x30,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x1e,0x00,0x0d,0x00,0x35,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x21,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x21,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x23,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x25,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,
-0x30,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x23,0x00,0x00,0x00,0x36,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x3c,0x00,0x00,0x00,
-0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,
-0x43,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x23,0x00,0x00,0x00,0x48,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x51,0x00,0x00,0x00,
-0x0e,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x52,0x00,0x00,0x00,
-0x51,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x53,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x52,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x53,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x55,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x59,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x18,0x00,0x00,0x00,0x66,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x36,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x36,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x39,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x1a,0x00,0x00,0x00,0x44,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,
+0x50,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x1a,0x00,0x00,0x00,0x57,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
+0x05,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x2e,0x00,0x00,0x00,0x66,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x67,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x18,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x2e,0x00,0x00,0x00,
 0x6b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x1c,0x00,0x04,0x00,0x79,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
+0x1c,0x00,0x04,0x00,0x79,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
 0x78,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x7a,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x79,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
 0x7a,0x00,0x00,0x00,0x7b,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x7e,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x14,0x00,0x02,0x00,
+0x04,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x14,0x00,0x02,0x00,
 0x8a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x8f,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
 0xb2,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
@@ -117123,60 +120811,60 @@ unsigned char mul_mat_vec_f32_f16_f32_data[] = {
 0x06,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,0x08,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,
 0x86,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x8f,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0xed,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,0xed,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0xf4,0x00,0x00,0x00,
-0x0e,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0xf5,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0xf5,0x00,0x00,0x00,
 0xf4,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xf6,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
 0xf6,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,0x17,0x00,0x00,0x00,
-0xff,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,0x2d,0x00,0x00,0x00,
+0xff,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,0x25,0x00,0x00,0x00,
+0x25,0x00,0x00,0x00,0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x1b,0x00,0x00,0x00,0x68,0x00,0x00,0x00,0x66,0x00,0x00,0x00,
+0x30,0x00,0x00,0x00,0x68,0x00,0x00,0x00,0x66,0x00,0x00,0x00,
 0x67,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x69,0x00,0x00,0x00,0x68,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x1b,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x6b,0x00,0x00,0x00,
+0x30,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x6b,0x00,0x00,0x00,
 0x67,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x6d,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x1b,0x00,0x00,0x00,0x07,0x01,0x00,0x00,0x19,0x00,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x30,0x00,0x00,0x00,0x07,0x01,0x00,0x00,0x2f,0x00,0x00,0x00,
+0x25,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x08,0x01,0x00,0x00,0x07,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
-0x25,0x00,0x00,0x00,0x0a,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x39,0x00,0x00,0x00,0x0a,0x01,0x00,0x00,0x37,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x0b,0x01,0x00,0x00,0x0a,0x01,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
 0x0b,0x01,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x10,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,
-0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,0x12,0x01,0x00,0x00,
-0x22,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x39,0x00,0x00,0x00,0x12,0x01,0x00,0x00,
+0x37,0x00,0x00,0x00,0x44,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x13,0x01,0x00,0x00,0x12,0x01,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x14,0x01,0x00,0x00,
 0x0c,0x01,0x00,0x00,0x13,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
-0x25,0x00,0x00,0x00,0x16,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
-0x36,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x39,0x00,0x00,0x00,0x16,0x01,0x00,0x00,0x37,0x00,0x00,0x00,
+0x4a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x17,0x01,0x00,0x00,0x16,0x01,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x18,0x01,0x00,0x00,0x10,0x01,0x00,0x00,
-0x17,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,
-0x1a,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x3c,0x00,0x00,0x00,
+0x17,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x39,0x00,0x00,0x00,
+0x1a,0x01,0x00,0x00,0x37,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x1b,0x01,0x00,0x00,
 0x1a,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x1c,0x01,0x00,0x00,0x14,0x01,0x00,0x00,0x1b,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1e,0x01,0x00,0x00,
 0x1c,0x01,0x00,0x00,0x18,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
-0x25,0x00,0x00,0x00,0x20,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
-0x43,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x39,0x00,0x00,0x00,0x20,0x01,0x00,0x00,0x37,0x00,0x00,0x00,
+0x57,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x21,0x01,0x00,0x00,0x20,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x22,0x01,0x00,0x00,0x1e,0x01,0x00,0x00,
-0x21,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,
-0x24,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x48,0x00,0x00,0x00,
+0x21,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x39,0x00,0x00,0x00,
+0x24,0x01,0x00,0x00,0x37,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x25,0x01,0x00,0x00,
 0x24,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x26,0x01,0x00,0x00,0x08,0x01,0x00,0x00,0x25,0x01,0x00,0x00,
-0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,0x28,0x01,0x00,0x00,
-0x22,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x39,0x00,0x00,0x00,0x28,0x01,0x00,0x00,
+0x37,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x29,0x01,0x00,0x00,0x28,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2a,0x01,0x00,0x00,
 0x08,0x01,0x00,0x00,0x29,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
@@ -117186,8 +120874,8 @@ unsigned char mul_mat_vec_f32_f16_f32_data[] = {
 0xf8,0x00,0x02,0x00,0x81,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
 0x06,0x00,0x00,0x00,0x3b,0x01,0x00,0x00,0x67,0x00,0x00,0x00,
 0x05,0x00,0x00,0x00,0xd3,0x00,0x00,0x00,0x82,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,0x87,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x39,0x00,0x00,0x00,0x87,0x00,0x00,0x00,
+0x37,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x88,0x00,0x00,0x00,0x87,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x89,0x00,0x00,0x00,
 0x88,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
@@ -117205,44 +120893,44 @@ unsigned char mul_mat_vec_f32_f16_f32_data[] = {
 0x88,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x99,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0x92,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,
-0x99,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
+0x99,0x00,0x00,0x00,0x25,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,0x92,0x00,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x9e,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x25,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x9e,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,0x25,0x00,0x00,0x00,
 0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,
 0x92,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0x22,0x01,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x25,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x2f,0x01,0x00,0x00,0xa7,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,
-0x41,0x00,0x06,0x00,0x59,0x00,0x00,0x00,0x30,0x01,0x00,0x00,
-0x54,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x2f,0x01,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0x31,0x01,0x00,0x00,
+0x41,0x00,0x06,0x00,0x1f,0x00,0x00,0x00,0x30,0x01,0x00,0x00,
+0x19,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x2f,0x01,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x31,0x01,0x00,0x00,
 0x30,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x35,0x01,0x00,0x00,0x2f,0x01,0x00,0x00,0x1a,0x00,0x00,0x00,
-0x41,0x00,0x06,0x00,0x59,0x00,0x00,0x00,0x36,0x01,0x00,0x00,
-0x54,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x35,0x01,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0x37,0x01,0x00,0x00,
+0x35,0x01,0x00,0x00,0x2f,0x01,0x00,0x00,0x25,0x00,0x00,0x00,
+0x41,0x00,0x06,0x00,0x1f,0x00,0x00,0x00,0x36,0x01,0x00,0x00,
+0x19,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x35,0x01,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x37,0x01,0x00,0x00,
 0x36,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xb9,0x00,0x00,0x00,0x26,0x01,0x00,0x00,0xa3,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
 0xb9,0x00,0x00,0x00,0x9e,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
 0xbc,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,0xb6,0x00,0x00,0x00,
-0x55,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x1b,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0xb2,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,
-0x73,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
+0x73,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xc8,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0xc8,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x25,0x00,0x00,0x00,
 0x41,0x00,0x06,0x00,0xbc,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,
-0xb6,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0xc8,0x00,0x00,0x00,
+0xb6,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0xc8,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0xb2,0x00,0x00,0x00,0xca,0x00,0x00,0x00,
-0xc9,0x00,0x00,0x00,0x73,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0xc9,0x00,0x00,0x00,0x73,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0xcb,0x00,0x00,0x00,0xca,0x00,0x00,0x00,0x85,0x00,0x05,0x00,
-0x0e,0x00,0x00,0x00,0xcc,0x00,0x00,0x00,0x37,0x01,0x00,0x00,
-0xcb,0x00,0x00,0x00,0x0c,0x00,0x08,0x00,0x0e,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0xcc,0x00,0x00,0x00,0x37,0x01,0x00,0x00,
+0xcb,0x00,0x00,0x00,0x0c,0x00,0x08,0x00,0x08,0x00,0x00,0x00,
 0xcd,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
 0x31,0x01,0x00,0x00,0xbf,0x00,0x00,0x00,0xcc,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
-0x7f,0x00,0x00,0x00,0x81,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x7f,0x00,0x00,0x00,0x81,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0xcd,0x00,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x7f,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd3,0x00,0x00,0x00,
@@ -117266,10 +120954,10 @@ unsigned char mul_mat_vec_f32_f16_f32_data[] = {
 0x06,0x00,0x00,0x00,0xe6,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x3c,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x7e,0x00,0x00,0x00,
 0xe7,0x00,0x00,0x00,0x7b,0x00,0x00,0x00,0xe6,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,
-0xe7,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,
+0xe7,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0xea,0x00,0x00,0x00,0x7f,0x00,0x00,0x00,0x81,0x00,0x05,0x00,
-0x0e,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,0xea,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,0xea,0x00,0x00,0x00,
 0xe8,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,0x7f,0x00,0x00,0x00,
 0xeb,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xe2,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xe2,0x00,0x00,0x00,0xe0,0x00,0x04,0x00,
@@ -117286,10 +120974,10 @@ unsigned char mul_mat_vec_f32_f16_f32_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
 0x2a,0x01,0x00,0x00,0x69,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
 0x7e,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x7b,0x00,0x00,0x00,
-0x55,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0xfc,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
-0x59,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
-0x55,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
+0x1f,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
 0xfd,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xf3,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xf3,0x00,0x00,0x00,
 0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
@@ -117304,40 +120992,40 @@ unsigned char mul_mat_vec_f32_f32_f32_data[] = {
 0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x0f,0x00,0x0d,0x00,0x05,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,
-0x19,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
+0x19,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
 0x66,0x00,0x00,0x00,0x6b,0x00,0x00,0x00,0x7b,0x00,0x00,0x00,
 0xb5,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,0x10,0x00,0x06,0x00,
 0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x19,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x16,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0x17,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x17,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x17,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x19,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x19,0x00,0x00,0x00,
+0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x2f,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x35,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x35,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x35,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x20,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x35,0x00,0x00,0x00,
 0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x35,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x20,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x35,0x00,0x00,0x00,
 0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x35,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x20,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x28,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x20,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x51,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0x52,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x52,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x52,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x54,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x54,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x66,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x35,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x66,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x6b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0x78,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
@@ -117363,55 +121051,55 @@ unsigned char mul_mat_vec_f32_f32_f32_data[] = {
 0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,
 0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x16,0x00,0x03,0x00,0x0e,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x17,0x00,0x04,0x00,0x17,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x18,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x18,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x1e,0x00,0x0d,0x00,
-0x20,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x16,0x00,0x03,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x1d,0x00,0x03,0x00,0x16,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x1e,0x00,0x03,0x00,0x17,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x18,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x17,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x18,0x00,0x00,0x00,
+0x19,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
+0x1a,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x1f,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x25,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x17,0x00,0x04,0x00,0x2d,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x2e,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x2e,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x30,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x1e,0x00,0x0d,0x00,0x35,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x21,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x21,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
-0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x25,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x36,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,
-0x3c,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x23,0x00,0x00,0x00,0x43,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x48,0x00,0x00,0x00,
-0x05,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,
-0x4d,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
-0x51,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
-0x52,0x00,0x00,0x00,0x51,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x53,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x52,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x53,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,
-0x55,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x59,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x18,0x00,0x00,0x00,0x66,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x36,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x36,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x39,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,0x44,0x00,0x00,0x00,
+0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,
+0x4a,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x1a,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,0x57,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,
+0x5c,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x1a,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x2e,0x00,0x00,0x00,0x66,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x67,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x18,0x00,0x00,0x00,0x6b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x2e,0x00,0x00,0x00,0x6b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0x79,0x00,0x00,0x00,
-0x0e,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0x7a,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x79,0x00,0x00,0x00,
 0x3b,0x00,0x04,0x00,0x7a,0x00,0x00,0x00,0x7b,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0x7d,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x7e,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
+0x7e,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
 0x14,0x00,0x02,0x00,0x8a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x8f,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x1d,0x00,0x03,0x00,0xb2,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
+0x1d,0x00,0x03,0x00,0xb2,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
 0x1e,0x00,0x03,0x00,0xb3,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0xb4,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0xb3,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0xb4,0x00,0x00,0x00,
@@ -117419,60 +121107,60 @@ unsigned char mul_mat_vec_f32_f32_f32_data[] = {
 0x06,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x08,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xd2,0x00,0x00,0x00,
 0x86,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x8f,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0xe9,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,0xe9,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0xf0,0x00,0x00,0x00,
-0x0e,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0xf1,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0xf1,0x00,0x00,0x00,
 0xf0,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xf2,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0xf1,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
 0xf2,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,0x17,0x00,0x00,0x00,
-0xfb,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,0x2d,0x00,0x00,0x00,
+0xfb,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0x25,0x00,0x00,0x00,
+0x25,0x00,0x00,0x00,0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x1b,0x00,0x00,0x00,0x68,0x00,0x00,0x00,0x66,0x00,0x00,0x00,
+0x30,0x00,0x00,0x00,0x68,0x00,0x00,0x00,0x66,0x00,0x00,0x00,
 0x67,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x69,0x00,0x00,0x00,0x68,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x1b,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x6b,0x00,0x00,0x00,
+0x30,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x6b,0x00,0x00,0x00,
 0x67,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x6d,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x1b,0x00,0x00,0x00,0x03,0x01,0x00,0x00,0x19,0x00,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x30,0x00,0x00,0x00,0x03,0x01,0x00,0x00,0x2f,0x00,0x00,0x00,
+0x25,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x04,0x01,0x00,0x00,0x03,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
-0x25,0x00,0x00,0x00,0x06,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x39,0x00,0x00,0x00,0x06,0x01,0x00,0x00,0x37,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x07,0x01,0x00,0x00,0x06,0x01,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x08,0x01,0x00,0x00,0x04,0x01,0x00,0x00,
 0x07,0x01,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x0c,0x01,0x00,0x00,0x04,0x01,0x00,0x00,0x07,0x01,0x00,0x00,
-0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,0x0e,0x01,0x00,0x00,
-0x22,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x39,0x00,0x00,0x00,0x0e,0x01,0x00,0x00,
+0x37,0x00,0x00,0x00,0x44,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x0f,0x01,0x00,0x00,0x0e,0x01,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x10,0x01,0x00,0x00,
 0x08,0x01,0x00,0x00,0x0f,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
-0x25,0x00,0x00,0x00,0x12,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
-0x36,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x39,0x00,0x00,0x00,0x12,0x01,0x00,0x00,0x37,0x00,0x00,0x00,
+0x4a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x13,0x01,0x00,0x00,0x12,0x01,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x14,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,
-0x13,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,
-0x16,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x3c,0x00,0x00,0x00,
+0x13,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x39,0x00,0x00,0x00,
+0x16,0x01,0x00,0x00,0x37,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x17,0x01,0x00,0x00,
 0x16,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x18,0x01,0x00,0x00,0x10,0x01,0x00,0x00,0x17,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1a,0x01,0x00,0x00,
 0x18,0x01,0x00,0x00,0x14,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
-0x25,0x00,0x00,0x00,0x1c,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
-0x43,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x39,0x00,0x00,0x00,0x1c,0x01,0x00,0x00,0x37,0x00,0x00,0x00,
+0x57,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x1d,0x01,0x00,0x00,0x1c,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x1e,0x01,0x00,0x00,0x1a,0x01,0x00,0x00,
-0x1d,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,
-0x20,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x48,0x00,0x00,0x00,
+0x1d,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x39,0x00,0x00,0x00,
+0x20,0x01,0x00,0x00,0x37,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x21,0x01,0x00,0x00,
 0x20,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x22,0x01,0x00,0x00,0x04,0x01,0x00,0x00,0x21,0x01,0x00,0x00,
-0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,0x24,0x01,0x00,0x00,
-0x22,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x39,0x00,0x00,0x00,0x24,0x01,0x00,0x00,
+0x37,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x25,0x01,0x00,0x00,0x24,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x26,0x01,0x00,0x00,
 0x04,0x01,0x00,0x00,0x25,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
@@ -117482,8 +121170,8 @@ unsigned char mul_mat_vec_f32_f32_f32_data[] = {
 0xf8,0x00,0x02,0x00,0x81,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
 0x06,0x00,0x00,0x00,0x37,0x01,0x00,0x00,0x67,0x00,0x00,0x00,
 0x05,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x82,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,0x87,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x39,0x00,0x00,0x00,0x87,0x00,0x00,0x00,
+0x37,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x88,0x00,0x00,0x00,0x87,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x89,0x00,0x00,0x00,
 0x88,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
@@ -117501,42 +121189,42 @@ unsigned char mul_mat_vec_f32_f32_f32_data[] = {
 0x88,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x99,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0x92,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,
-0x99,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
+0x99,0x00,0x00,0x00,0x25,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,0x92,0x00,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x9e,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x25,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x9e,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,0x25,0x00,0x00,0x00,
 0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,
 0x92,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0x1e,0x01,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x25,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x2b,0x01,0x00,0x00,0xa7,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,
-0x41,0x00,0x06,0x00,0x59,0x00,0x00,0x00,0x2c,0x01,0x00,0x00,
-0x54,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x2b,0x01,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0x2d,0x01,0x00,0x00,
+0x41,0x00,0x06,0x00,0x1f,0x00,0x00,0x00,0x2c,0x01,0x00,0x00,
+0x19,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x2b,0x01,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x2d,0x01,0x00,0x00,
 0x2c,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x31,0x01,0x00,0x00,0x2b,0x01,0x00,0x00,0x1a,0x00,0x00,0x00,
-0x41,0x00,0x06,0x00,0x59,0x00,0x00,0x00,0x32,0x01,0x00,0x00,
-0x54,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x31,0x01,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0x33,0x01,0x00,0x00,
+0x31,0x01,0x00,0x00,0x2b,0x01,0x00,0x00,0x25,0x00,0x00,0x00,
+0x41,0x00,0x06,0x00,0x1f,0x00,0x00,0x00,0x32,0x01,0x00,0x00,
+0x19,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x31,0x01,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x33,0x01,0x00,0x00,
 0x32,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xb8,0x00,0x00,0x00,0x22,0x01,0x00,0x00,0xa3,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xba,0x00,0x00,0x00,
 0xb8,0x00,0x00,0x00,0x9e,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
-0x59,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0xb5,0x00,0x00,0x00,
-0x55,0x00,0x00,0x00,0xba,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
+0x1f,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0xb5,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0xba,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,
-0xba,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
-0x59,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,0xb5,0x00,0x00,0x00,
-0x55,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0xc7,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,
-0x85,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,0xc8,0x00,0x00,0x00,
+0xba,0x00,0x00,0x00,0x25,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
+0x1f,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,0xb5,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0xc7,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,
+0x85,0x00,0x05,0x00,0x08,0x00,0x00,0x00,0xc8,0x00,0x00,0x00,
 0x33,0x01,0x00,0x00,0xc7,0x00,0x00,0x00,0x0c,0x00,0x08,0x00,
-0x0e,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x32,0x00,0x00,0x00,0x2d,0x01,0x00,0x00,0xbc,0x00,0x00,0x00,
-0xc8,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0xc8,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0xcb,0x00,0x00,0x00,0x7f,0x00,0x00,0x00,0x81,0x00,0x05,0x00,
-0x0e,0x00,0x00,0x00,0xcc,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0xcc,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,
 0xc9,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,0x7f,0x00,0x00,0x00,
 0xcc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xcf,0x00,0x00,0x00,0x37,0x01,0x00,0x00,0x8f,0x00,0x00,0x00,
@@ -117559,10 +121247,10 @@ unsigned char mul_mat_vec_f32_f32_f32_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe2,0x00,0x00,0x00,
 0x6d,0x00,0x00,0x00,0x38,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0x7e,0x00,0x00,0x00,0xe3,0x00,0x00,0x00,0x7b,0x00,0x00,0x00,
-0xe2,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0xe2,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0xe4,0x00,0x00,0x00,0xe3,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0xe6,0x00,0x00,0x00,0x7f,0x00,0x00,0x00,
-0x81,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0xe6,0x00,0x00,0x00,0x7f,0x00,0x00,0x00,
+0x81,0x00,0x05,0x00,0x08,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,
 0xe6,0x00,0x00,0x00,0xe4,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x7f,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xde,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xde,0x00,0x00,0x00,
@@ -117579,10 +121267,10 @@ unsigned char mul_mat_vec_f32_f32_f32_data[] = {
 0xee,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xf6,0x00,0x00,0x00,0x26,0x01,0x00,0x00,0x69,0x00,0x00,0x00,
 0x41,0x00,0x05,0x00,0x7e,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
-0x7b,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
-0x41,0x00,0x06,0x00,0x59,0x00,0x00,0x00,0xf9,0x00,0x00,0x00,
-0xf3,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,
+0x7b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
+0x41,0x00,0x06,0x00,0x1f,0x00,0x00,0x00,0xf9,0x00,0x00,0x00,
+0xf3,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,
 0x3e,0x00,0x03,0x00,0xf9,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xef,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xef,0x00,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
@@ -117598,45 +121286,45 @@ unsigned char mul_mat_vec_id_f16_f32_data[] = {
 0x2e,0x73,0x74,0x64,0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,
 0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x0f,0x00,0x0e,0x00,0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x45,0x00,0x00,0x00,
+0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x32,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x43,0x00,0x00,0x00,
 0x58,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0xa7,0x00,0x00,0x00,0xe6,0x00,0x00,0x00,0x10,0x00,0x06,0x00,
 0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x19,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x20,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x21,0x00,0x00,0x00,
+0x17,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0x18,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x18,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x18,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,
+0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x32,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x37,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x38,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x21,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x23,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x38,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x3a,0x00,0x00,0x00,
 0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x23,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x2b,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x41,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x2b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x2b,0x00,0x00,0x00,
+0x41,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x41,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x2b,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x41,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x2b,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x2b,0x00,0x00,0x00,
+0x41,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x41,0x00,0x00,0x00,
 0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x2b,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x41,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x2b,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x2b,0x00,0x00,0x00,
+0x41,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x41,0x00,0x00,0x00,
 0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x2b,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x42,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x43,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x43,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x43,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x45,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x45,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x41,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0x58,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x5d,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
@@ -117663,107 +121351,107 @@ unsigned char mul_mat_vec_id_f16_f32_data[] = {
 0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
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 0x06,0x00,0x00,0x00,0x01,0x01,0x00,0x00,0x00,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x02,0x01,0x00,0x00,
 0xff,0x00,0x00,0x00,0x01,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
-0x2f,0x00,0x00,0x00,0x04,0x01,0x00,0x00,0x2d,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x45,0x00,0x00,0x00,0x04,0x01,0x00,0x00,0x43,0x00,0x00,0x00,
+0x53,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x05,0x01,0x00,0x00,0x04,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x06,0x01,0x00,0x00,0xf3,0x00,0x00,0x00,
 0x05,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x70,0x00,0x00,0x00,
@@ -117773,8 +121461,8 @@ unsigned char mul_mat_vec_id_f16_f32_data[] = {
 0x73,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
 0x19,0x01,0x00,0x00,0x59,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
 0xc2,0x00,0x00,0x00,0x74,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x2f,0x00,0x00,0x00,0x79,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x45,0x00,0x00,0x00,0x79,0x00,0x00,0x00,0x43,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x7a,0x00,0x00,0x00,0x79,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x7b,0x00,0x00,0x00,0x7a,0x00,0x00,0x00,
 0x6a,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0x7c,0x00,0x00,0x00,
@@ -117792,44 +121480,44 @@ unsigned char mul_mat_vec_id_f16_f32_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8b,0x00,0x00,0x00,
 0x89,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x8c,0x00,0x00,0x00,0x8b,0x00,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x8f,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x27,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x8f,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x27,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x90,0x00,0x00,0x00,
-0x8f,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x82,0x00,0x05,0x00,
+0x8f,0x00,0x00,0x00,0x27,0x00,0x00,0x00,0x82,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x95,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
 0x8f,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x99,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x99,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x27,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0b,0x01,0x00,0x00,
 0x99,0x00,0x00,0x00,0x8c,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
-0x49,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,0x45,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x0b,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x41,0x00,0x00,0x00,0x0d,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,
-0x73,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0x0e,0x01,0x00,0x00,
+0x20,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x0b,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x16,0x00,0x00,0x00,0x0d,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,
+0x73,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x0e,0x01,0x00,0x00,
 0x0d,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x12,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,0x1a,0x00,0x00,0x00,
-0x41,0x00,0x06,0x00,0x49,0x00,0x00,0x00,0x13,0x01,0x00,0x00,
-0x45,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x12,0x01,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x41,0x00,0x00,0x00,0x14,0x01,0x00,0x00,
-0x13,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0x12,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,0x27,0x00,0x00,0x00,
+0x41,0x00,0x06,0x00,0x20,0x00,0x00,0x00,0x13,0x01,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x12,0x01,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x16,0x00,0x00,0x00,0x14,0x01,0x00,0x00,
+0x13,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0x15,0x01,0x00,0x00,0x14,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,0x02,0x01,0x00,0x00,
 0x95,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xac,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,0x90,0x00,0x00,0x00,
 0x41,0x00,0x06,0x00,0xad,0x00,0x00,0x00,0xae,0x00,0x00,0x00,
-0xa7,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0xac,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0xaf,0x00,0x00,0x00,
+0xa7,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0xac,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xaf,0x00,0x00,0x00,
 0xae,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xb8,0x00,0x00,0x00,0xac,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0xb8,0x00,0x00,0x00,0xac,0x00,0x00,0x00,0x27,0x00,0x00,0x00,
 0x41,0x00,0x06,0x00,0xad,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,
-0xa7,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0xba,0x00,0x00,0x00,
-0xb9,0x00,0x00,0x00,0x85,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,
+0xa7,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xba,0x00,0x00,0x00,
+0xb9,0x00,0x00,0x00,0x85,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
 0xbb,0x00,0x00,0x00,0x15,0x01,0x00,0x00,0xba,0x00,0x00,0x00,
-0x0c,0x00,0x08,0x00,0x0e,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
+0x0c,0x00,0x08,0x00,0x08,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0x0e,0x01,0x00,0x00,
 0xaf,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0x71,0x00,0x00,0x00,
-0x81,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0x71,0x00,0x00,0x00,
+0x81,0x00,0x05,0x00,0x08,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x71,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xc2,0x00,0x00,0x00,0x19,0x01,0x00,0x00,
@@ -117853,9 +121541,9 @@ unsigned char mul_mat_vec_id_f16_f32_data[] = {
 0xd5,0x00,0x00,0x00,0x5f,0x00,0x00,0x00,0x1a,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x70,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,
 0x6d,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0xd7,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0xd9,0x00,0x00,0x00,
-0x71,0x00,0x00,0x00,0x81,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0xd7,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xd9,0x00,0x00,0x00,
+0x71,0x00,0x00,0x00,0x81,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
 0xda,0x00,0x00,0x00,0xd9,0x00,0x00,0x00,0xd7,0x00,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x71,0x00,0x00,0x00,0xda,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xd1,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
@@ -117872,10 +121560,10 @@ unsigned char mul_mat_vec_id_f16_f32_data[] = {
 0xf8,0x00,0x02,0x00,0xe1,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xe9,0x00,0x00,0x00,0x06,0x01,0x00,0x00,
 0x5b,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x70,0x00,0x00,0x00,
-0xea,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,
+0xea,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,
 0xea,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0xad,0x00,0x00,0x00,
-0xec,0x00,0x00,0x00,0xe6,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
+0xec,0x00,0x00,0x00,0xe6,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
 0xe9,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,0xec,0x00,0x00,0x00,
 0xeb,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xe2,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xe2,0x00,0x00,0x00,0xfd,0x00,0x01,0x00,
@@ -117891,45 +121579,45 @@ unsigned char mul_mat_vec_id_f32_f32_data[] = {
 0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,0x00,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x0f,0x00,0x0e,0x00,0x05,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,
-0x19,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,
-0x44,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x5a,0x00,0x00,0x00,
+0x19,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
+0x40,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x5a,0x00,0x00,0x00,
 0x6a,0x00,0x00,0x00,0xa4,0x00,0x00,0x00,0xe2,0x00,0x00,0x00,
 0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x19,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x20,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x16,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x17,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x17,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x17,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x19,0x00,0x00,0x00,
+0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x19,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x2f,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x34,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x35,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x23,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x2b,0x00,0x00,0x00,
+0x35,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x37,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x37,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x3e,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x2b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x3e,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x2b,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x2b,0x00,0x00,0x00,
+0x3e,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x3e,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x2b,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x3e,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x2b,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x2b,0x00,0x00,0x00,
+0x3e,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x3e,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x2b,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x3e,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x2b,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x2b,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x41,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0x42,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x42,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x42,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x44,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x44,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x55,0x00,0x00,0x00,
+0x3e,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x3e,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x55,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x5a,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0x67,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
@@ -117955,105 +121643,105 @@ unsigned char mul_mat_vec_id_f32_f32_data[] = {
 0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,
 0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x16,0x00,0x03,0x00,0x0e,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x17,0x00,0x04,0x00,0x17,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x18,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x18,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
-0x1f,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x1d,0x00,0x03,0x00,0x20,0x00,0x00,0x00,0x1f,0x00,0x00,0x00,
-0x1e,0x00,0x03,0x00,0x21,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x22,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x21,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x22,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x1f,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x26,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x1f,0x00,0x00,0x00,0x1e,0x00,0x0b,0x00,0x2b,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x2c,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x2b,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x2c,0x00,0x00,0x00,
-0x2d,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x1f,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x2f,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1f,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x1f,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x1f,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x41,0x00,0x00,0x00,
-0x0e,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x42,0x00,0x00,0x00,
-0x41,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x43,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x42,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x43,0x00,0x00,0x00,0x44,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x48,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x0e,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x18,0x00,0x00,0x00,
+0x16,0x00,0x03,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x1d,0x00,0x03,0x00,0x16,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x1e,0x00,0x03,0x00,0x17,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x18,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x17,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x18,0x00,0x00,0x00,
+0x19,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
+0x1a,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x1f,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x25,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x17,0x00,0x04,0x00,0x2d,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x2e,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x2e,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x30,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x34,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x35,0x00,0x00,0x00,
+0x34,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x36,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x35,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x36,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x39,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x1e,0x00,0x0b,0x00,0x3e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x3f,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x3e,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x3f,0x00,0x00,0x00,
+0x40,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x1a,0x00,0x00,0x00,0x41,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x42,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,
+0x47,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x1a,0x00,0x00,0x00,0x4b,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x2e,0x00,0x00,0x00,
 0x55,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x56,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x18,0x00,0x00,0x00,0x5a,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x2e,0x00,0x00,0x00,0x5a,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x67,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
-0x68,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x67,0x00,0x00,0x00,
+0x68,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x67,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x69,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x68,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x69,0x00,0x00,0x00,
 0x6a,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x6d,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x0e,0x00,0x00,0x00,0x14,0x00,0x02,0x00,0x79,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x14,0x00,0x02,0x00,0x79,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0xa1,0x00,0x00,0x00,
-0x0e,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0xa2,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0xa2,0x00,0x00,0x00,
 0xa1,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xa3,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
 0xa3,0x00,0x00,0x00,0xa4,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
 0x08,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xc1,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x67,0x00,0x00,0x00,
-0x7e,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1f,0x00,0x00,0x00,
+0x7e,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,
 0xd8,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
-0xdf,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0xdf,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
 0xe0,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0xe1,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0xe0,0x00,0x00,0x00,
 0x3b,0x00,0x04,0x00,0xe1,0x00,0x00,0x00,0xe2,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xe9,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,
-0x17,0x00,0x00,0x00,0xea,0x00,0x00,0x00,0xe9,0x00,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x36,0x00,0x05,0x00,
+0x2d,0x00,0x00,0x00,0xea,0x00,0x00,0x00,0xe9,0x00,0x00,0x00,
+0x25,0x00,0x00,0x00,0x25,0x00,0x00,0x00,0x36,0x00,0x05,0x00,
 0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x1b,0x00,0x00,0x00,0x57,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x30,0x00,0x00,0x00,0x57,0x00,0x00,0x00,
 0x55,0x00,0x00,0x00,0x56,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x58,0x00,0x00,0x00,0x57,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x1b,0x00,0x00,0x00,0x5b,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x30,0x00,0x00,0x00,0x5b,0x00,0x00,0x00,
 0x5a,0x00,0x00,0x00,0x56,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,0x5b,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x1b,0x00,0x00,0x00,0xee,0x00,0x00,0x00,
-0x19,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x30,0x00,0x00,0x00,0xee,0x00,0x00,0x00,
+0x2f,0x00,0x00,0x00,0x25,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xef,0x00,0x00,0x00,0xee,0x00,0x00,0x00,
-0x41,0x00,0x06,0x00,0x26,0x00,0x00,0x00,0xf1,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x1f,0x00,0x00,0x00,0xf2,0x00,0x00,0x00,
+0x41,0x00,0x06,0x00,0x39,0x00,0x00,0x00,0xf1,0x00,0x00,0x00,
+0x37,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,0xf2,0x00,0x00,0x00,
 0xf1,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xf3,0x00,0x00,0x00,0xf2,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x2f,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,
-0x2e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x42,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
+0x41,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xf6,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,
-0xf6,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x2f,0x00,0x00,0x00,
-0xf9,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
+0xf6,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x42,0x00,0x00,0x00,
+0xf9,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x47,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
 0xf9,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xfb,0x00,0x00,0x00,0xef,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x2f,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
-0x2d,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x42,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
+0x40,0x00,0x00,0x00,0x4b,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,
 0xfb,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x2f,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x2d,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x42,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x40,0x00,0x00,0x00,
+0x50,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x01,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x02,0x01,0x00,0x00,0xef,0x00,0x00,0x00,
 0x01,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x6d,0x00,0x00,0x00,
@@ -118063,8 +121751,8 @@ unsigned char mul_mat_vec_id_f32_f32_data[] = {
 0x70,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
 0x13,0x01,0x00,0x00,0x56,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0x71,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x2f,0x00,0x00,0x00,0x76,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x42,0x00,0x00,0x00,0x76,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x77,0x00,0x00,0x00,0x76,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x77,0x00,0x00,0x00,
 0x67,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0x79,0x00,0x00,0x00,
@@ -118082,41 +121770,41 @@ unsigned char mul_mat_vec_id_f32_f32_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x88,0x00,0x00,0x00,
 0x86,0x00,0x00,0x00,0x81,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x89,0x00,0x00,0x00,0x88,0x00,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x8c,0x00,0x00,0x00,0x81,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x25,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x8c,0x00,0x00,0x00,0x81,0x00,0x00,0x00,0x25,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8d,0x00,0x00,0x00,
-0x8c,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x82,0x00,0x05,0x00,
+0x8c,0x00,0x00,0x00,0x25,0x00,0x00,0x00,0x82,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x92,0x00,0x00,0x00,0x81,0x00,0x00,0x00,
 0x8c,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x96,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x96,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,0x25,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x07,0x01,0x00,0x00,
 0x96,0x00,0x00,0x00,0x89,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
-0x48,0x00,0x00,0x00,0x08,0x01,0x00,0x00,0x44,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x07,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0x09,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
+0x1f,0x00,0x00,0x00,0x08,0x01,0x00,0x00,0x19,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x07,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0x09,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0d,0x01,0x00,0x00,
-0x07,0x01,0x00,0x00,0x1a,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
-0x48,0x00,0x00,0x00,0x0e,0x01,0x00,0x00,0x44,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x0d,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0x0f,0x01,0x00,0x00,0x0e,0x01,0x00,0x00,
+0x07,0x01,0x00,0x00,0x25,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
+0x1f,0x00,0x00,0x00,0x0e,0x01,0x00,0x00,0x19,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x0d,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0x0f,0x01,0x00,0x00,0x0e,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,
 0xfe,0x00,0x00,0x00,0x92,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,
-0x8d,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x48,0x00,0x00,0x00,
-0xaa,0x00,0x00,0x00,0xa4,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0xa9,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0x8d,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x1f,0x00,0x00,0x00,
+0xaa,0x00,0x00,0x00,0xa4,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
+0xa9,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0xab,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x48,0x00,0x00,0x00,
-0xb5,0x00,0x00,0x00,0xa4,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0xb4,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0x25,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x1f,0x00,0x00,0x00,
+0xb5,0x00,0x00,0x00,0xa4,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
+0xb4,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0xb6,0x00,0x00,0x00,0xb5,0x00,0x00,0x00,0x85,0x00,0x05,0x00,
-0x0e,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,0x0f,0x01,0x00,0x00,
-0xb6,0x00,0x00,0x00,0x0c,0x00,0x08,0x00,0x0e,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,0x0f,0x01,0x00,0x00,
+0xb6,0x00,0x00,0x00,0x0c,0x00,0x08,0x00,0x08,0x00,0x00,0x00,
 0xb8,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
 0x09,0x01,0x00,0x00,0xab,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0xba,0x00,0x00,0x00,
-0x6e,0x00,0x00,0x00,0x81,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xba,0x00,0x00,0x00,
+0x6e,0x00,0x00,0x00,0x81,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
 0xbb,0x00,0x00,0x00,0xba,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x6e,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
@@ -118140,10 +121828,10 @@ unsigned char mul_mat_vec_id_f32_f32_data[] = {
 0x06,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
 0x14,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x6d,0x00,0x00,0x00,
 0xd2,0x00,0x00,0x00,0x6a,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0xd3,0x00,0x00,0x00,
-0xd2,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xd3,0x00,0x00,0x00,
+0xd2,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0xd5,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x81,0x00,0x05,0x00,
-0x0e,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,
 0xd3,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,0x6e,0x00,0x00,0x00,
 0xd6,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xcd,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xcd,0x00,0x00,0x00,0xe0,0x00,0x04,0x00,
@@ -118160,17 +121848,17 @@ unsigned char mul_mat_vec_id_f32_f32_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe5,0x00,0x00,0x00,
 0x02,0x01,0x00,0x00,0x58,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
 0x6d,0x00,0x00,0x00,0xe6,0x00,0x00,0x00,0x6a,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0xe7,0x00,0x00,0x00,0xe6,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
-0x48,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0xe2,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0xe5,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
+0x1f,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0xe2,0x00,0x00,0x00,
+0x1b,0x00,0x00,0x00,0xe5,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
 0xe8,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xde,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xde,0x00,0x00,0x00,
 0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 };
 const uint64_t mul_mat_vec_id_f32_f32_len = 3392;
 
-unsigned char mul_mat_vec_id_q2_K_f32_data[] = {
+unsigned char mul_mat_vec_id_q2_k_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
 0x14,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x27,0x00,0x00,0x00,
@@ -118861,9 +122549,9 @@ unsigned char mul_mat_vec_id_q2_K_f32_data[] = {
 0xe7,0x02,0x00,0x00,0xf8,0x00,0x02,0x00,0xe7,0x02,0x00,0x00,
 0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 };
-const uint64_t mul_mat_vec_id_q2_K_f32_len = 8264;
+const uint64_t mul_mat_vec_id_q2_k_f32_len = 8264;
 
-unsigned char mul_mat_vec_id_q3_K_f32_data[] = {
+unsigned char mul_mat_vec_id_q3_k_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
 0x5c,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x27,0x00,0x00,0x00,
@@ -119688,7 +123376,7 @@ unsigned char mul_mat_vec_id_q3_K_f32_data[] = {
 0x33,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x33,0x03,0x00,0x00,
 0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 };
-const uint64_t mul_mat_vec_id_q3_K_f32_len = 9872;
+const uint64_t mul_mat_vec_id_q3_k_f32_len = 9872;
 
 unsigned char mul_mat_vec_id_q4_0_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
@@ -119699,50 +123387,50 @@ unsigned char mul_mat_vec_id_q4_0_f32_data[] = {
 0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
 0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0e,0x00,
 0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
-0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x2d,0x00,0x00,0x00,0x4b,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x47,0x00,0x00,0x00,
+0x50,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x72,0x00,0x00,0x00,0x82,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
 0xfa,0x00,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
 0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x19,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x20,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x04,0x00,0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x21,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x23,0x00,0x00,0x00,
-0x21,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x2b,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x2b,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x2b,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x2b,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x2b,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x2b,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x2b,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x2b,0x00,0x00,0x00,
-0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x2b,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x2b,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x46,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x47,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x47,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x48,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0x49,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x49,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x1c,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1c,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x1d,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x12,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x1e,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x1e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x1e,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x20,0x00,0x00,0x00,
+0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x20,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x47,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4d,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
+0x4e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x4e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x49,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x4b,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x4b,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6d,0x00,0x00,0x00,
+0x4e,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x50,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x50,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x57,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x57,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x57,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x57,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x57,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x57,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x57,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x57,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x57,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x57,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6d,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x72,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0x7f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
@@ -119768,121 +123456,121 @@ unsigned char mul_mat_vec_id_q4_0_f32_data[] = {
 0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,
 0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x16,0x00,0x03,0x00,0x0e,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x17,0x00,0x04,0x00,0x0f,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x17,0x00,0x04,0x00,0x17,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x18,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x18,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x1b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x15,0x00,0x04,0x00,0x1f,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x20,0x00,0x00,0x00,
-0x1f,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x21,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x22,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x22,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x1f,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x26,0x00,0x00,0x00,
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-0x09,0x00,0x00,0x00,0x2b,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x2c,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x1f,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x2f,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x1f,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x1f,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1f,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
-0x43,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
-0x44,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x45,0x00,0x00,0x00,
-0x10,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0x46,0x00,0x00,0x00,
-0x44,0x00,0x00,0x00,0x45,0x00,0x00,0x00,0x1e,0x00,0x04,0x00,
-0x47,0x00,0x00,0x00,0x43,0x00,0x00,0x00,0x46,0x00,0x00,0x00,
-0x1d,0x00,0x03,0x00,0x48,0x00,0x00,0x00,0x47,0x00,0x00,0x00,
-0x1e,0x00,0x03,0x00,0x49,0x00,0x00,0x00,0x48,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x4a,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x49,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x4a,0x00,0x00,0x00,
-0x4b,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x4f,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x43,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x1f,0x00,0x00,0x00,0x57,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x59,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x44,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x5e,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0x65,0x00,0x00,0x00,
-0x00,0x00,0x00,0x41,0x3b,0x00,0x04,0x00,0x18,0x00,0x00,0x00,
+0x16,0x00,0x03,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x17,0x00,0x04,0x00,0x09,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0x18,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x19,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
+0x1c,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x1e,0x00,0x04,0x00,0x1c,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0x1d,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0x1e,0x00,0x00,0x00,0x1d,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x1f,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x1f,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x21,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
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+0x4d,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0x4e,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
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+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x58,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x57,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x58,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x5a,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x21,0x00,0x00,0x00,
+0x5f,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x21,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x21,0x00,0x00,0x00,0x68,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x46,0x00,0x00,0x00,
 0x6d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x18,0x00,0x00,0x00,0x72,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x46,0x00,0x00,0x00,0x72,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x7f,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
-0x80,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x7f,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x7f,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x81,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x80,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x81,0x00,0x00,0x00,
 0x82,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x85,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x0e,0x00,0x00,0x00,0x14,0x00,0x02,0x00,0x91,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x14,0x00,0x02,0x00,0x91,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x96,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xa1,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
-0xb9,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0xb9,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
 0xba,0x00,0x00,0x00,0xb9,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0xbb,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0xba,0x00,0x00,0x00,
 0x3b,0x00,0x04,0x00,0xbb,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xc2,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x0c,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xd8,0x00,0x00,0x00,0x08,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xda,0x00,0x00,0x00,
 0x86,0x00,0x00,0x00,0x7f,0x00,0x00,0x00,0x96,0x00,0x00,0x00,
-0x1d,0x00,0x03,0x00,0xf7,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
+0x1d,0x00,0x03,0x00,0xf7,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
 0x1e,0x00,0x03,0x00,0xf8,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0xf9,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0xf8,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0xf9,0x00,0x00,0x00,
 0xfa,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x01,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
-0x33,0x00,0x06,0x00,0x17,0x00,0x00,0x00,0x02,0x01,0x00,0x00,
-0x01,0x01,0x00,0x00,0x1a,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
-0x2c,0x00,0x05,0x00,0x0f,0x00,0x00,0x00,0x3c,0x01,0x00,0x00,
-0x65,0x00,0x00,0x00,0x65,0x00,0x00,0x00,0x36,0x00,0x05,0x00,
+0x33,0x00,0x06,0x00,0x45,0x00,0x00,0x00,0x02,0x01,0x00,0x00,
+0x01,0x01,0x00,0x00,0x48,0x00,0x00,0x00,0x48,0x00,0x00,0x00,
+0x2c,0x00,0x05,0x00,0x09,0x00,0x00,0x00,0x3c,0x01,0x00,0x00,
+0x3d,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x36,0x00,0x05,0x00,
 0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x1b,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x49,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
 0x6d,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x70,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x1b,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x49,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
 0x72,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x74,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x1b,0x00,0x00,0x00,0x06,0x01,0x00,0x00,
-0x19,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x49,0x00,0x00,0x00,0x06,0x01,0x00,0x00,
+0x47,0x00,0x00,0x00,0x48,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x07,0x01,0x00,0x00,0x06,0x01,0x00,0x00,
-0x41,0x00,0x06,0x00,0x26,0x00,0x00,0x00,0x09,0x01,0x00,0x00,
-0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x07,0x01,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x1f,0x00,0x00,0x00,0x0a,0x01,0x00,0x00,
+0x41,0x00,0x06,0x00,0x52,0x00,0x00,0x00,0x09,0x01,0x00,0x00,
+0x50,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x07,0x01,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x21,0x00,0x00,0x00,0x0a,0x01,0x00,0x00,
 0x09,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x0b,0x01,0x00,0x00,0x0a,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
-0x2f,0x00,0x00,0x00,0x0d,0x01,0x00,0x00,0x2d,0x00,0x00,0x00,
-0x2e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x5a,0x00,0x00,0x00,0x0d,0x01,0x00,0x00,0x59,0x00,0x00,0x00,
+0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x0e,0x01,0x00,0x00,0x0d,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x0f,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,
-0x0e,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x2f,0x00,0x00,0x00,
-0x11,0x01,0x00,0x00,0x2d,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
+0x0e,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x5a,0x00,0x00,0x00,
+0x11,0x01,0x00,0x00,0x59,0x00,0x00,0x00,0x5f,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x12,0x01,0x00,0x00,
 0x11,0x01,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x13,0x01,0x00,0x00,0x07,0x01,0x00,0x00,0x12,0x01,0x00,0x00,
-0x41,0x00,0x05,0x00,0x2f,0x00,0x00,0x00,0x14,0x01,0x00,0x00,
-0x2d,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x5a,0x00,0x00,0x00,0x14,0x01,0x00,0x00,
+0x59,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x15,0x01,0x00,0x00,0x14,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x16,0x01,0x00,0x00,
 0x13,0x01,0x00,0x00,0x15,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
-0x2f,0x00,0x00,0x00,0x18,0x01,0x00,0x00,0x2d,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x5a,0x00,0x00,0x00,0x18,0x01,0x00,0x00,0x59,0x00,0x00,0x00,
+0x68,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x19,0x01,0x00,0x00,0x18,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x1a,0x01,0x00,0x00,0x07,0x01,0x00,0x00,
 0x19,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x85,0x00,0x00,0x00,
@@ -119892,8 +123580,8 @@ unsigned char mul_mat_vec_id_q4_0_f32_data[] = {
 0x88,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
 0x39,0x01,0x00,0x00,0x6e,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
 0xd7,0x00,0x00,0x00,0x89,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x2f,0x00,0x00,0x00,0x8e,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x5a,0x00,0x00,0x00,0x8e,0x00,0x00,0x00,0x59,0x00,0x00,0x00,
+0x22,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x8f,0x00,0x00,0x00,0x8e,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x90,0x00,0x00,0x00,0x8f,0x00,0x00,0x00,
 0x7f,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0x91,0x00,0x00,0x00,
@@ -119920,49 +123608,49 @@ unsigned char mul_mat_vec_id_q4_0_f32_data[] = {
 0xaf,0x00,0x00,0x00,0x0f,0x01,0x00,0x00,0xa1,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x21,0x01,0x00,0x00,
 0xaf,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,0x41,0x00,0x07,0x00,
-0x4f,0x00,0x00,0x00,0x22,0x01,0x00,0x00,0x4b,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x21,0x01,0x00,0x00,0x24,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x43,0x00,0x00,0x00,0x23,0x01,0x00,0x00,
-0x22,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0x26,0x00,0x00,0x00,0x22,0x01,0x00,0x00,0x20,0x00,0x00,0x00,
+0x22,0x00,0x00,0x00,0x21,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x18,0x00,0x00,0x00,0x23,0x01,0x00,0x00,
+0x22,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0x24,0x01,0x00,0x00,0x23,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
-0x59,0x00,0x00,0x00,0x29,0x01,0x00,0x00,0x4b,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x21,0x01,0x00,0x00,0x57,0x00,0x00,0x00,
-0xa6,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x44,0x00,0x00,0x00,
+0x30,0x00,0x00,0x00,0x29,0x01,0x00,0x00,0x20,0x00,0x00,0x00,
+0x22,0x00,0x00,0x00,0x21,0x01,0x00,0x00,0x2e,0x00,0x00,0x00,
+0xa6,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x19,0x00,0x00,0x00,
 0x2a,0x01,0x00,0x00,0x29,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x2b,0x01,0x00,0x00,0x2a,0x01,0x00,0x00,
 0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2d,0x01,0x00,0x00,
-0x2b,0x01,0x00,0x00,0x5e,0x00,0x00,0x00,0x70,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0x2e,0x01,0x00,0x00,0x2d,0x01,0x00,0x00,
+0x2b,0x01,0x00,0x00,0x35,0x00,0x00,0x00,0x70,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0x2e,0x01,0x00,0x00,0x2d,0x01,0x00,0x00,
 0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x30,0x01,0x00,0x00,
-0x2b,0x01,0x00,0x00,0x2e,0x00,0x00,0x00,0x70,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0x31,0x01,0x00,0x00,0x30,0x01,0x00,0x00,
-0x50,0x00,0x05,0x00,0x0f,0x00,0x00,0x00,0x32,0x01,0x00,0x00,
+0x2b,0x01,0x00,0x00,0x39,0x00,0x00,0x00,0x70,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0x31,0x01,0x00,0x00,0x30,0x01,0x00,0x00,
+0x50,0x00,0x05,0x00,0x09,0x00,0x00,0x00,0x32,0x01,0x00,0x00,
 0x2e,0x01,0x00,0x00,0x31,0x01,0x00,0x00,0x83,0x00,0x05,0x00,
-0x0f,0x00,0x00,0x00,0x34,0x01,0x00,0x00,0x32,0x01,0x00,0x00,
-0x3c,0x01,0x00,0x00,0x8e,0x00,0x05,0x00,0x0f,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x34,0x01,0x00,0x00,0x32,0x01,0x00,0x00,
+0x3c,0x01,0x00,0x00,0x8e,0x00,0x05,0x00,0x09,0x00,0x00,0x00,
 0x36,0x01,0x00,0x00,0x34,0x01,0x00,0x00,0x24,0x01,0x00,0x00,
-0x51,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
+0x51,0x00,0x05,0x00,0x08,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
 0x36,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0x16,0x01,0x00,0x00,
 0xab,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xc1,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,
 0x41,0x00,0x06,0x00,0xc2,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,
-0xbc,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0xc1,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,
-0xc3,0x00,0x00,0x00,0x51,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,
+0xbc,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0xc1,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,
+0xc3,0x00,0x00,0x00,0x51,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
 0xc7,0x00,0x00,0x00,0x36,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xcd,0x00,0x00,0x00,
-0xc1,0x00,0x00,0x00,0x45,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
+0xc1,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
 0xc2,0x00,0x00,0x00,0xce,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0xcd,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0xce,0x00,0x00,0x00,
-0x85,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
+0x22,0x00,0x00,0x00,0xcd,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0xce,0x00,0x00,0x00,
+0x85,0x00,0x05,0x00,0x08,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xc7,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x0c,0x00,0x08,0x00,
-0x0e,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x32,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,
-0xd0,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0xd0,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0xd3,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x81,0x00,0x05,0x00,
-0x0e,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,0xd3,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,0xd3,0x00,0x00,0x00,
 0xd1,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,0x86,0x00,0x00,0x00,
 0xd4,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xd7,0x00,0x00,0x00,0x39,0x01,0x00,0x00,0x96,0x00,0x00,0x00,
@@ -119985,10 +123673,10 @@ unsigned char mul_mat_vec_id_q4_0_f32_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xea,0x00,0x00,0x00,
 0x74,0x00,0x00,0x00,0x3a,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0x85,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,0x82,0x00,0x00,0x00,
-0xea,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0xea,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0xec,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
-0x81,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x81,0x00,0x05,0x00,0x08,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
 0xee,0x00,0x00,0x00,0xec,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x86,0x00,0x00,0x00,0xef,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xe6,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xe6,0x00,0x00,0x00,
@@ -119996,7 +123684,7 @@ unsigned char mul_mat_vec_id_q4_0_f32_data[] = {
 0xd8,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xde,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xde,0x00,0x00,0x00,0xc2,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf2,0x00,0x00,0x00,0x3a,0x01,0x00,0x00,
-0x57,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xdb,0x00,0x00,0x00,
+0x2e,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xdb,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xdd,0x00,0x00,0x00,0xaa,0x00,0x05,0x00,
 0x91,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,0x74,0x00,0x00,0x00,
 0x6e,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,0xf6,0x00,0x00,0x00,
@@ -120005,10 +123693,10 @@ unsigned char mul_mat_vec_id_q4_0_f32_data[] = {
 0xf5,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xfd,0x00,0x00,0x00,0x1a,0x01,0x00,0x00,0x70,0x00,0x00,0x00,
 0x41,0x00,0x05,0x00,0x85,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,
-0x82,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0xff,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,
+0x82,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0xff,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,
 0x41,0x00,0x06,0x00,0xc2,0x00,0x00,0x00,0x00,0x01,0x00,0x00,
-0xfa,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,
+0xfa,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x00,0x01,0x00,0x00,0xff,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xf6,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xf6,0x00,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
@@ -120025,51 +123713,51 @@ unsigned char mul_mat_vec_id_q4_1_f32_data[] = {
 0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
 0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0e,0x00,
 0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
-0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x2d,0x00,0x00,0x00,0x4b,0x00,0x00,0x00,0x74,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
+0x58,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x74,0x00,0x00,0x00,
 0x79,0x00,0x00,0x00,0x89,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,
 0x01,0x01,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
 0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x19,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x20,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x04,0x00,0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x21,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x1c,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1c,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x1c,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x1d,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0x1e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1e,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x23,0x00,0x00,0x00,
-0x21,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x2b,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x2b,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x2b,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x2b,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x2b,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x2b,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x2b,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x2b,0x00,0x00,0x00,
-0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x2b,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x2b,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x46,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x47,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x47,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x47,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x48,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x49,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x1e,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x20,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x20,0x00,0x00,0x00,
+0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x4f,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x55,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x56,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x49,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x49,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4b,0x00,0x00,0x00,
+0x56,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x56,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x58,0x00,0x00,0x00,
 0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x4b,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x58,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x5f,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x5f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x5f,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x5f,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x5f,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x5f,0x00,0x00,0x00,
+0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x5f,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x5f,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x5f,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x5f,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0x74,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x79,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
@@ -120096,118 +123784,118 @@ unsigned char mul_mat_vec_id_q4_1_f32_data[] = {
 0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
-0x0e,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x17,0x00,0x04,0x00,
-0x0f,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x17,0x00,0x04,0x00,0x17,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x18,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x18,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
-0x1f,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x1d,0x00,0x03,0x00,0x20,0x00,0x00,0x00,0x1f,0x00,0x00,0x00,
-0x1e,0x00,0x03,0x00,0x21,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x22,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x21,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x22,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x1f,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x17,0x00,0x04,0x00,
+0x09,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x16,0x00,0x03,0x00,0x18,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
+0x15,0x00,0x04,0x00,0x19,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
+0x1b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x1e,0x00,0x05,0x00,0x1c,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0x1d,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0x1e,0x00,0x00,0x00,0x1d,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x1f,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x1f,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x21,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x21,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x26,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x1f,0x00,0x00,0x00,0x1e,0x00,0x0b,0x00,0x2b,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x2c,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x2b,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x2c,0x00,0x00,0x00,
-0x2d,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x1f,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x2f,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1f,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x1f,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x1f,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0x43,0x00,0x00,0x00,
-0x10,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x44,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x45,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x1c,0x00,0x04,0x00,0x46,0x00,0x00,0x00,0x44,0x00,0x00,0x00,
-0x45,0x00,0x00,0x00,0x1e,0x00,0x05,0x00,0x47,0x00,0x00,0x00,
-0x43,0x00,0x00,0x00,0x43,0x00,0x00,0x00,0x46,0x00,0x00,0x00,
-0x1d,0x00,0x03,0x00,0x48,0x00,0x00,0x00,0x47,0x00,0x00,0x00,
-0x1e,0x00,0x03,0x00,0x49,0x00,0x00,0x00,0x48,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x4a,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x49,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x4a,0x00,0x00,0x00,
-0x4b,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x4f,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x43,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x1f,0x00,0x00,0x00,0x57,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x60,0x00,0x00,0x00,
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-0x3b,0x00,0x04,0x00,0x18,0x00,0x00,0x00,0x74,0x00,0x00,0x00,
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+0x2e,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x21,0x00,0x00,0x00,0x36,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x38,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x19,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x3d,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x21,0x00,0x00,0x00,0x41,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x17,0x00,0x04,0x00,0x4d,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x4e,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x4e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x51,0x00,0x00,0x00,
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+0x56,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x57,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x56,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x57,0x00,0x00,0x00,0x58,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x5a,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x1e,0x00,0x0b,0x00,
+0x5f,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x60,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x5f,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x60,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x62,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x21,0x00,0x00,0x00,
+0x67,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x21,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x4e,0x00,0x00,0x00,0x74,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x75,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x18,0x00,0x00,0x00,0x79,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x4e,0x00,0x00,0x00,0x79,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0x87,0x00,0x00,0x00,
-0x0e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0x88,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x87,0x00,0x00,0x00,
 0x3b,0x00,0x04,0x00,0x88,0x00,0x00,0x00,0x89,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0x8b,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x8c,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
+0x8c,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
 0x14,0x00,0x02,0x00,0x98,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0xc0,0x00,0x00,0x00,
-0x0e,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0xc1,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0xc1,0x00,0x00,0x00,
 0xc0,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xc2,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0xc1,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
 0xc2,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0xc9,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x0e,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xdf,0x00,0x00,0x00,0x08,0x01,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xe1,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
 0x86,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
-0xfe,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0xfe,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
 0xff,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0x00,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0xff,0x00,0x00,0x00,
 0x3b,0x00,0x04,0x00,0x00,0x01,0x00,0x00,0x01,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x08,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,
-0x17,0x00,0x00,0x00,0x09,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x36,0x00,0x05,0x00,
+0x4d,0x00,0x00,0x00,0x09,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
+0x50,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x36,0x00,0x05,0x00,
 0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x1b,0x00,0x00,0x00,0x76,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x51,0x00,0x00,0x00,0x76,0x00,0x00,0x00,
 0x74,0x00,0x00,0x00,0x75,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x76,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x1b,0x00,0x00,0x00,0x7a,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x51,0x00,0x00,0x00,0x7a,0x00,0x00,0x00,
 0x79,0x00,0x00,0x00,0x75,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x7b,0x00,0x00,0x00,0x7a,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x1b,0x00,0x00,0x00,0x0d,0x01,0x00,0x00,
-0x19,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x51,0x00,0x00,0x00,0x0d,0x01,0x00,0x00,
+0x4f,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x0e,0x01,0x00,0x00,0x0d,0x01,0x00,0x00,
-0x41,0x00,0x06,0x00,0x26,0x00,0x00,0x00,0x10,0x01,0x00,0x00,
-0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x0e,0x01,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x1f,0x00,0x00,0x00,0x11,0x01,0x00,0x00,
+0x41,0x00,0x06,0x00,0x5a,0x00,0x00,0x00,0x10,0x01,0x00,0x00,
+0x58,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x0e,0x01,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x21,0x00,0x00,0x00,0x11,0x01,0x00,0x00,
 0x10,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x12,0x01,0x00,0x00,0x11,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
-0x2f,0x00,0x00,0x00,0x14,0x01,0x00,0x00,0x2d,0x00,0x00,0x00,
-0x2e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x62,0x00,0x00,0x00,0x14,0x01,0x00,0x00,0x61,0x00,0x00,0x00,
+0x41,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x15,0x01,0x00,0x00,0x14,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x16,0x01,0x00,0x00,0x12,0x01,0x00,0x00,
-0x15,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x2f,0x00,0x00,0x00,
-0x18,0x01,0x00,0x00,0x2d,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
+0x15,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x62,0x00,0x00,0x00,
+0x18,0x01,0x00,0x00,0x61,0x00,0x00,0x00,0x67,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x19,0x01,0x00,0x00,
 0x18,0x01,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x1a,0x01,0x00,0x00,0x0e,0x01,0x00,0x00,0x19,0x01,0x00,0x00,
-0x41,0x00,0x05,0x00,0x2f,0x00,0x00,0x00,0x1b,0x01,0x00,0x00,
-0x2d,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x62,0x00,0x00,0x00,0x1b,0x01,0x00,0x00,
+0x61,0x00,0x00,0x00,0x36,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x1c,0x01,0x00,0x00,0x1b,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1d,0x01,0x00,0x00,
 0x1a,0x01,0x00,0x00,0x1c,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
-0x2f,0x00,0x00,0x00,0x1f,0x01,0x00,0x00,0x2d,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x62,0x00,0x00,0x00,0x1f,0x01,0x00,0x00,0x61,0x00,0x00,0x00,
+0x6f,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x20,0x01,0x00,0x00,0x1f,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x21,0x01,0x00,0x00,0x0e,0x01,0x00,0x00,
 0x20,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x8c,0x00,0x00,0x00,
@@ -120217,8 +123905,8 @@ unsigned char mul_mat_vec_id_q4_1_f32_data[] = {
 0x8f,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
 0x48,0x01,0x00,0x00,0x75,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
 0xde,0x00,0x00,0x00,0x90,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x2f,0x00,0x00,0x00,0x95,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x62,0x00,0x00,0x00,0x95,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
+0x22,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x96,0x00,0x00,0x00,0x95,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0x96,0x00,0x00,0x00,
 0x86,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0x98,0x00,0x00,0x00,
@@ -120245,55 +123933,55 @@ unsigned char mul_mat_vec_id_q4_1_f32_data[] = {
 0xb6,0x00,0x00,0x00,0x16,0x01,0x00,0x00,0xa8,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x29,0x01,0x00,0x00,
 0xb6,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,0x41,0x00,0x07,0x00,
-0x4f,0x00,0x00,0x00,0x2a,0x01,0x00,0x00,0x4b,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x29,0x01,0x00,0x00,0x24,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x43,0x00,0x00,0x00,0x2b,0x01,0x00,0x00,
-0x2a,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0x26,0x00,0x00,0x00,0x2a,0x01,0x00,0x00,0x20,0x00,0x00,0x00,
+0x22,0x00,0x00,0x00,0x29,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x18,0x00,0x00,0x00,0x2b,0x01,0x00,0x00,
+0x2a,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0x2c,0x01,0x00,0x00,0x2b,0x01,0x00,0x00,0x41,0x00,0x07,0x00,
-0x4f,0x00,0x00,0x00,0x30,0x01,0x00,0x00,0x4b,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x29,0x01,0x00,0x00,0x57,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x43,0x00,0x00,0x00,0x31,0x01,0x00,0x00,
-0x30,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0x26,0x00,0x00,0x00,0x30,0x01,0x00,0x00,0x20,0x00,0x00,0x00,
+0x22,0x00,0x00,0x00,0x29,0x01,0x00,0x00,0x2e,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x18,0x00,0x00,0x00,0x31,0x01,0x00,0x00,
+0x30,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0x32,0x01,0x00,0x00,0x31,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
-0x60,0x00,0x00,0x00,0x37,0x01,0x00,0x00,0x4b,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x29,0x01,0x00,0x00,0x38,0x00,0x00,0x00,
-0xad,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x44,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x37,0x01,0x00,0x00,0x20,0x00,0x00,0x00,
+0x22,0x00,0x00,0x00,0x29,0x01,0x00,0x00,0x36,0x00,0x00,0x00,
+0xad,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x19,0x00,0x00,0x00,
 0x38,0x01,0x00,0x00,0x37,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x39,0x01,0x00,0x00,0x38,0x01,0x00,0x00,
 0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3b,0x01,0x00,0x00,
-0x39,0x01,0x00,0x00,0x65,0x00,0x00,0x00,0x70,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0x3c,0x01,0x00,0x00,0x3b,0x01,0x00,0x00,
+0x39,0x01,0x00,0x00,0x3d,0x00,0x00,0x00,0x70,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0x3c,0x01,0x00,0x00,0x3b,0x01,0x00,0x00,
 0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3e,0x01,0x00,0x00,
-0x39,0x01,0x00,0x00,0x2e,0x00,0x00,0x00,0x70,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0x3f,0x01,0x00,0x00,0x3e,0x01,0x00,0x00,
-0x50,0x00,0x05,0x00,0x0f,0x00,0x00,0x00,0x40,0x01,0x00,0x00,
+0x39,0x01,0x00,0x00,0x41,0x00,0x00,0x00,0x70,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0x3f,0x01,0x00,0x00,0x3e,0x01,0x00,0x00,
+0x50,0x00,0x05,0x00,0x09,0x00,0x00,0x00,0x40,0x01,0x00,0x00,
 0x3c,0x01,0x00,0x00,0x3f,0x01,0x00,0x00,0x8e,0x00,0x05,0x00,
-0x0f,0x00,0x00,0x00,0x42,0x01,0x00,0x00,0x40,0x01,0x00,0x00,
-0x2c,0x01,0x00,0x00,0x50,0x00,0x05,0x00,0x0f,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x42,0x01,0x00,0x00,0x40,0x01,0x00,0x00,
+0x2c,0x01,0x00,0x00,0x50,0x00,0x05,0x00,0x09,0x00,0x00,0x00,
 0x44,0x01,0x00,0x00,0x32,0x01,0x00,0x00,0x32,0x01,0x00,0x00,
-0x81,0x00,0x05,0x00,0x0f,0x00,0x00,0x00,0x45,0x01,0x00,0x00,
+0x81,0x00,0x05,0x00,0x09,0x00,0x00,0x00,0x45,0x01,0x00,0x00,
 0x42,0x01,0x00,0x00,0x44,0x01,0x00,0x00,0x51,0x00,0x05,0x00,
-0x0e,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0x45,0x01,0x00,0x00,
+0x08,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0x45,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xc6,0x00,0x00,0x00,0x1d,0x01,0x00,0x00,0xb2,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc8,0x00,0x00,0x00,
 0xc6,0x00,0x00,0x00,0xad,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
 0xc9,0x00,0x00,0x00,0xca,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0xc8,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,0xca,0x00,0x00,0x00,
-0x51,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,0xce,0x00,0x00,0x00,
+0x22,0x00,0x00,0x00,0xc8,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,0xca,0x00,0x00,0x00,
+0x51,0x00,0x05,0x00,0x08,0x00,0x00,0x00,0xce,0x00,0x00,0x00,
 0x45,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,0xc8,0x00,0x00,0x00,
-0x45,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0xc9,0x00,0x00,0x00,
-0xd5,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0xd4,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0xc9,0x00,0x00,0x00,
+0xd5,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0xd4,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0xd6,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0x85,0x00,0x05,0x00,
-0x0e,0x00,0x00,0x00,0xd7,0x00,0x00,0x00,0xce,0x00,0x00,0x00,
-0xd6,0x00,0x00,0x00,0x0c,0x00,0x08,0x00,0x0e,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0xd7,0x00,0x00,0x00,0xce,0x00,0x00,0x00,
+0xd6,0x00,0x00,0x00,0x0c,0x00,0x08,0x00,0x08,0x00,0x00,0x00,
 0xd8,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
 0xbf,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,0xd7,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0xda,0x00,0x00,0x00,
-0x8d,0x00,0x00,0x00,0x81,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xda,0x00,0x00,0x00,
+0x8d,0x00,0x00,0x00,0x81,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
 0xdb,0x00,0x00,0x00,0xda,0x00,0x00,0x00,0xd8,0x00,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x8d,0x00,0x00,0x00,0xdb,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xde,0x00,0x00,0x00,
@@ -120317,17 +124005,17 @@ unsigned char mul_mat_vec_id_q4_1_f32_data[] = {
 0x06,0x00,0x00,0x00,0xf1,0x00,0x00,0x00,0x7b,0x00,0x00,0x00,
 0x49,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x8c,0x00,0x00,0x00,
 0xf2,0x00,0x00,0x00,0x89,0x00,0x00,0x00,0xf1,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,
-0xf2,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,
+0xf2,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0xf5,0x00,0x00,0x00,0x8d,0x00,0x00,0x00,0x81,0x00,0x05,0x00,
-0x0e,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,
 0xf3,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,0x8d,0x00,0x00,0x00,
 0xf6,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xed,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xed,0x00,0x00,0x00,0xe0,0x00,0x04,0x00,
 0x9d,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xe5,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xe5,0x00,0x00,0x00,0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xf9,0x00,0x00,0x00,0x49,0x01,0x00,0x00,0x57,0x00,0x00,0x00,
+0xf9,0x00,0x00,0x00,0x49,0x01,0x00,0x00,0x2e,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xe2,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xe4,0x00,0x00,0x00,0xaa,0x00,0x05,0x00,0x98,0x00,0x00,0x00,
 0xfb,0x00,0x00,0x00,0x7b,0x00,0x00,0x00,0x75,0x00,0x00,0x00,
@@ -120337,17 +124025,17 @@ unsigned char mul_mat_vec_id_q4_1_f32_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x04,0x01,0x00,0x00,
 0x21,0x01,0x00,0x00,0x77,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
 0x8c,0x00,0x00,0x00,0x05,0x01,0x00,0x00,0x89,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0x22,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0x06,0x01,0x00,0x00,0x05,0x01,0x00,0x00,0x41,0x00,0x06,0x00,
 0xc9,0x00,0x00,0x00,0x07,0x01,0x00,0x00,0x01,0x01,0x00,0x00,
-0x24,0x00,0x00,0x00,0x04,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
+0x22,0x00,0x00,0x00,0x04,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x07,0x01,0x00,0x00,0x06,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xfd,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xfd,0x00,0x00,0x00,
 0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 };
 const uint64_t mul_mat_vec_id_q4_1_f32_len = 3920;
 
-unsigned char mul_mat_vec_id_q4_K_f32_data[] = {
+unsigned char mul_mat_vec_id_q4_k_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
 0xc7,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x27,0x00,0x00,0x00,
@@ -121166,7 +124854,7 @@ unsigned char mul_mat_vec_id_q4_K_f32_data[] = {
 0xf8,0x00,0x02,0x00,0x9e,0x03,0x00,0x00,0xfd,0x00,0x01,0x00,
 0x38,0x00,0x01,0x00,
 };
-const uint64_t mul_mat_vec_id_q4_K_f32_len = 9796;
+const uint64_t mul_mat_vec_id_q4_k_f32_len = 9796;
 
 unsigned char mul_mat_vec_id_q5_0_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
@@ -121177,53 +124865,53 @@ unsigned char mul_mat_vec_id_q5_0_f32_data[] = {
 0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
 0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0e,0x00,
 0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
-0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x2d,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x9c,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x89,0x00,0x00,0x00,0x9c,0x00,0x00,0x00,
 0xa0,0x00,0x00,0x00,0xb0,0x00,0x00,0x00,0xe9,0x00,0x00,0x00,
 0x27,0x01,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
 0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x19,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x20,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x04,0x00,0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x21,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x23,0x00,0x00,0x00,
-0x21,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x2b,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x2b,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x2b,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x2b,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x2b,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x2b,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x2b,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x2b,0x00,0x00,0x00,
-0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x2b,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x2b,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x46,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x49,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x4a,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x4a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x4a,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4b,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0x4c,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x4c,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x1e,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x1f,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x1f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1f,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x20,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x16,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x21,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x21,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x23,0x00,0x00,0x00,
+0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x23,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x78,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x7d,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
+0x7e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x7e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x4c,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x4e,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x4e,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x9c,0x00,0x00,0x00,
+0x7e,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x80,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x80,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x87,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x87,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x87,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x87,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x87,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x87,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x87,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x87,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x87,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x87,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x9c,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0xa0,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0xad,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
@@ -121249,128 +124937,128 @@ unsigned char mul_mat_vec_id_q5_0_f32_data[] = {
 0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,
 0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x16,0x00,0x03,0x00,0x0e,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x17,0x00,0x04,0x00,0x0f,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x17,0x00,0x04,0x00,0x17,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x18,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x18,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
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+0x9c,0x00,0x00,0x00,0x5e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x9e,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x1b,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,
-0xa0,0x00,0x00,0x00,0x85,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x79,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,
+0xa0,0x00,0x00,0x00,0x5e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x1b,0x00,0x00,0x00,0x33,0x01,0x00,0x00,
-0x19,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x79,0x00,0x00,0x00,0x33,0x01,0x00,0x00,
+0x78,0x00,0x00,0x00,0x67,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x34,0x01,0x00,0x00,0x33,0x01,0x00,0x00,
-0x41,0x00,0x06,0x00,0x26,0x00,0x00,0x00,0x36,0x01,0x00,0x00,
-0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x34,0x01,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x1f,0x00,0x00,0x00,0x37,0x01,0x00,0x00,
+0x41,0x00,0x06,0x00,0x82,0x00,0x00,0x00,0x36,0x01,0x00,0x00,
+0x80,0x00,0x00,0x00,0x25,0x00,0x00,0x00,0x34,0x01,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x24,0x00,0x00,0x00,0x37,0x01,0x00,0x00,
 0x36,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x38,0x01,0x00,0x00,0x37,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
-0x2f,0x00,0x00,0x00,0x3a,0x01,0x00,0x00,0x2d,0x00,0x00,0x00,
-0x2e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x8a,0x00,0x00,0x00,0x3a,0x01,0x00,0x00,0x89,0x00,0x00,0x00,
+0x45,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x3b,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x3c,0x01,0x00,0x00,0x38,0x01,0x00,0x00,
-0x3b,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x2f,0x00,0x00,0x00,
-0x3e,0x01,0x00,0x00,0x2d,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
+0x3b,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x8a,0x00,0x00,0x00,
+0x3e,0x01,0x00,0x00,0x89,0x00,0x00,0x00,0x8f,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x3f,0x01,0x00,0x00,
 0x3e,0x01,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x40,0x01,0x00,0x00,0x34,0x01,0x00,0x00,0x3f,0x01,0x00,0x00,
-0x41,0x00,0x05,0x00,0x2f,0x00,0x00,0x00,0x41,0x01,0x00,0x00,
-0x2d,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x8a,0x00,0x00,0x00,0x41,0x01,0x00,0x00,
+0x89,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x42,0x01,0x00,0x00,0x41,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x43,0x01,0x00,0x00,
 0x40,0x01,0x00,0x00,0x42,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
-0x2f,0x00,0x00,0x00,0x45,0x01,0x00,0x00,0x2d,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x8a,0x00,0x00,0x00,0x45,0x01,0x00,0x00,0x89,0x00,0x00,0x00,
+0x97,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x46,0x01,0x00,0x00,0x45,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x47,0x01,0x00,0x00,0x34,0x01,0x00,0x00,
 0x46,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0xb3,0x00,0x00,0x00,
@@ -121378,10 +125066,10 @@ unsigned char mul_mat_vec_id_q5_0_f32_data[] = {
 0x3e,0x00,0x03,0x00,0xb4,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xb6,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xb6,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
-0x8d,0x01,0x00,0x00,0x85,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0x8d,0x01,0x00,0x00,0x5e,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
 0x04,0x01,0x00,0x00,0xb7,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x2f,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x8a,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x89,0x00,0x00,0x00,
+0x25,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xbd,0x00,0x00,0x00,0xbc,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,
 0xad,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,0xbf,0x00,0x00,0x00,
@@ -121392,7 +125080,7 @@ unsigned char mul_mat_vec_id_q5_0_f32_data[] = {
 0xb7,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xc3,0x00,0x00,0x00,0x8d,0x01,0x00,0x00,0xad,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,
-0x45,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x1a,0x00,0x00,0x00,0xa2,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,0xc3,0x00,0x00,0x00,
 0xc5,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xcb,0x00,0x00,0x00,0x9e,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,
@@ -121402,99 +125090,99 @@ unsigned char mul_mat_vec_id_q5_0_f32_data[] = {
 0xce,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xd2,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,0xce,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd3,0x00,0x00,0x00,
-0xd2,0x00,0x00,0x00,0x45,0x00,0x00,0x00,0x82,0x00,0x05,0x00,
+0xd2,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x82,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xd8,0x00,0x00,0x00,0xc6,0x00,0x00,0x00,
 0xd2,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xdc,0x00,0x00,0x00,0x3c,0x01,0x00,0x00,0xce,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x50,0x01,0x00,0x00,
 0xdc,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x41,0x00,0x07,0x00,
-0x52,0x00,0x00,0x00,0x51,0x01,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x50,0x01,0x00,0x00,0x24,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x43,0x00,0x00,0x00,0x52,0x01,0x00,0x00,
-0x51,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0x29,0x00,0x00,0x00,0x51,0x01,0x00,0x00,0x23,0x00,0x00,0x00,
+0x25,0x00,0x00,0x00,0x50,0x01,0x00,0x00,0x25,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x18,0x00,0x00,0x00,0x52,0x01,0x00,0x00,
+0x51,0x01,0x00,0x00,0x73,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0x53,0x01,0x00,0x00,0x52,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
-0x5b,0x00,0x00,0x00,0x57,0x01,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x50,0x01,0x00,0x00,0x5a,0x00,0x00,0x00,
-0x5a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x44,0x00,0x00,0x00,
+0x32,0x00,0x00,0x00,0x57,0x01,0x00,0x00,0x23,0x00,0x00,0x00,
+0x25,0x00,0x00,0x00,0x50,0x01,0x00,0x00,0x31,0x00,0x00,0x00,
+0x31,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x19,0x00,0x00,0x00,
 0x58,0x01,0x00,0x00,0x57,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x59,0x01,0x00,0x00,0x58,0x01,0x00,0x00,
 0xc4,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5a,0x01,0x00,0x00,
-0x59,0x01,0x00,0x00,0x5f,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
-0x5b,0x00,0x00,0x00,0x5e,0x01,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x50,0x01,0x00,0x00,0x5a,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x44,0x00,0x00,0x00,
+0x59,0x01,0x00,0x00,0x36,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
+0x32,0x00,0x00,0x00,0x5e,0x01,0x00,0x00,0x23,0x00,0x00,0x00,
+0x25,0x00,0x00,0x00,0x50,0x01,0x00,0x00,0x31,0x00,0x00,0x00,
+0x25,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x19,0x00,0x00,0x00,
 0x5f,0x01,0x00,0x00,0x5e,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x60,0x01,0x00,0x00,0x5f,0x01,0x00,0x00,
 0xc5,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x61,0x01,0x00,0x00,
 0x5a,0x01,0x00,0x00,0x60,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x64,0x01,0x00,0x00,0x61,0x01,0x00,0x00,
 0xd3,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x65,0x01,0x00,0x00,0x64,0x01,0x00,0x00,0x2e,0x00,0x00,0x00,
+0x65,0x01,0x00,0x00,0x64,0x01,0x00,0x00,0x45,0x00,0x00,0x00,
 0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x66,0x01,0x00,0x00,
-0x65,0x01,0x00,0x00,0x48,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,
-0x1f,0x00,0x00,0x00,0x67,0x01,0x00,0x00,0x66,0x01,0x00,0x00,
+0x65,0x01,0x00,0x00,0x1d,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,
+0x24,0x00,0x00,0x00,0x67,0x01,0x00,0x00,0x66,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6a,0x01,0x00,0x00,
-0xd3,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0xc2,0x00,0x05,0x00,
+0xd3,0x00,0x00,0x00,0x4b,0x00,0x00,0x00,0xc2,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x6b,0x01,0x00,0x00,0x61,0x01,0x00,0x00,
 0x6a,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x6c,0x01,0x00,0x00,0x6b,0x01,0x00,0x00,0x48,0x00,0x00,0x00,
-0x7c,0x00,0x04,0x00,0x1f,0x00,0x00,0x00,0x6d,0x01,0x00,0x00,
-0x6c,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x7e,0x00,0x00,0x00,
-0x73,0x01,0x00,0x00,0x4e,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x50,0x01,0x00,0x00,0x38,0x00,0x00,0x00,0xd3,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x47,0x00,0x00,0x00,0x74,0x01,0x00,0x00,
+0x6c,0x01,0x00,0x00,0x6b,0x01,0x00,0x00,0x1d,0x00,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x24,0x00,0x00,0x00,0x6d,0x01,0x00,0x00,
+0x6c,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x57,0x00,0x00,0x00,
+0x73,0x01,0x00,0x00,0x23,0x00,0x00,0x00,0x25,0x00,0x00,0x00,
+0x50,0x01,0x00,0x00,0x55,0x00,0x00,0x00,0xd3,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x1c,0x00,0x00,0x00,0x74,0x01,0x00,0x00,
 0x73,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x75,0x01,0x00,0x00,0x74,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x77,0x01,0x00,0x00,0x75,0x01,0x00,0x00,
-0x83,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x5c,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x7a,0x01,0x00,0x00,0x67,0x01,0x00,0x00,0xc5,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x7b,0x01,0x00,0x00,0x77,0x01,0x00,0x00,
-0x7a,0x01,0x00,0x00,0x70,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0x7a,0x01,0x00,0x00,0x70,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0x7c,0x01,0x00,0x00,0x7b,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x7e,0x01,0x00,0x00,0x75,0x01,0x00,0x00,
-0x2e,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x45,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x81,0x01,0x00,0x00,0x6d,0x01,0x00,0x00,0xc5,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x82,0x01,0x00,0x00,0x7e,0x01,0x00,0x00,
-0x81,0x01,0x00,0x00,0x70,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0x81,0x01,0x00,0x00,0x70,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0x83,0x01,0x00,0x00,0x82,0x01,0x00,0x00,0x50,0x00,0x05,0x00,
-0x0f,0x00,0x00,0x00,0x84,0x01,0x00,0x00,0x7c,0x01,0x00,0x00,
-0x83,0x01,0x00,0x00,0x83,0x00,0x05,0x00,0x0f,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x84,0x01,0x00,0x00,0x7c,0x01,0x00,0x00,
+0x83,0x01,0x00,0x00,0x83,0x00,0x05,0x00,0x09,0x00,0x00,0x00,
 0x86,0x01,0x00,0x00,0x84,0x01,0x00,0x00,0x90,0x01,0x00,0x00,
-0x8e,0x00,0x05,0x00,0x0f,0x00,0x00,0x00,0x88,0x01,0x00,0x00,
+0x8e,0x00,0x05,0x00,0x09,0x00,0x00,0x00,0x88,0x01,0x00,0x00,
 0x86,0x01,0x00,0x00,0x53,0x01,0x00,0x00,0x51,0x00,0x05,0x00,
-0x0e,0x00,0x00,0x00,0xe5,0x00,0x00,0x00,0x88,0x01,0x00,0x00,
+0x08,0x00,0x00,0x00,0xe5,0x00,0x00,0x00,0x88,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xec,0x00,0x00,0x00,0x43,0x01,0x00,0x00,0xd8,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xee,0x00,0x00,0x00,
 0xec,0x00,0x00,0x00,0xd3,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
 0xef,0x00,0x00,0x00,0xf0,0x00,0x00,0x00,0xe9,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0xf1,0x00,0x00,0x00,0xf0,0x00,0x00,0x00,
-0x51,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
+0x25,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0xf1,0x00,0x00,0x00,0xf0,0x00,0x00,0x00,
+0x51,0x00,0x05,0x00,0x08,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
 0x88,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0xee,0x00,0x00,0x00,
-0x48,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0xef,0x00,0x00,0x00,
-0xfb,0x00,0x00,0x00,0xe9,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0xfa,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0x1d,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0xef,0x00,0x00,0x00,
+0xfb,0x00,0x00,0x00,0xe9,0x00,0x00,0x00,0x25,0x00,0x00,0x00,
+0xfa,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0xfc,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x85,0x00,0x05,0x00,
-0x0e,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
-0xfc,0x00,0x00,0x00,0x0c,0x00,0x08,0x00,0x0e,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,0xf4,0x00,0x00,0x00,
+0xfc,0x00,0x00,0x00,0x0c,0x00,0x08,0x00,0x08,0x00,0x00,0x00,
 0xfe,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
 0xe5,0x00,0x00,0x00,0xf1,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0x00,0x01,0x00,0x00,
-0xb4,0x00,0x00,0x00,0x81,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x00,0x01,0x00,0x00,
+0xb4,0x00,0x00,0x00,0x81,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
 0x01,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,
 0x3e,0x00,0x03,0x00,0xb4,0x00,0x00,0x00,0x01,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x04,0x01,0x00,0x00,
-0x8d,0x01,0x00,0x00,0x45,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x8d,0x01,0x00,0x00,0x1a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xb6,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xb8,0x00,0x00,0x00,
-0xe0,0x00,0x04,0x00,0x45,0x00,0x00,0x00,0x45,0x00,0x00,0x00,
+0xe0,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
 0x05,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x08,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x08,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,
 0x06,0x00,0x00,0x00,0x8e,0x01,0x00,0x00,0x07,0x01,0x00,0x00,
 0xb8,0x00,0x00,0x00,0x1f,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,
 0xac,0x00,0x05,0x00,0xbf,0x00,0x00,0x00,0x0e,0x01,0x00,0x00,
-0x8e,0x01,0x00,0x00,0x85,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x8e,0x01,0x00,0x00,0x5e,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x0a,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x0e,0x01,0x00,0x00,0x09,0x01,0x00,0x00,
 0x0a,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x09,0x01,0x00,0x00,
@@ -121506,30 +125194,30 @@ unsigned char mul_mat_vec_id_q5_0_f32_data[] = {
 0x06,0x00,0x00,0x00,0x17,0x01,0x00,0x00,0xa2,0x00,0x00,0x00,
 0x8e,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0xb3,0x00,0x00,0x00,
 0x18,0x01,0x00,0x00,0xb0,0x00,0x00,0x00,0x17,0x01,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0x19,0x01,0x00,0x00,
-0x18,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x19,0x01,0x00,0x00,
+0x18,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0x1b,0x01,0x00,0x00,0xb4,0x00,0x00,0x00,0x81,0x00,0x05,0x00,
-0x0e,0x00,0x00,0x00,0x1c,0x01,0x00,0x00,0x1b,0x01,0x00,0x00,
+0x08,0x00,0x00,0x00,0x1c,0x01,0x00,0x00,0x1b,0x01,0x00,0x00,
 0x19,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0xb4,0x00,0x00,0x00,
 0x1c,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x13,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x13,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,
-0x45,0x00,0x00,0x00,0x45,0x00,0x00,0x00,0x05,0x01,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x05,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x0b,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x0b,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1f,0x01,0x00,0x00,0x8e,0x01,0x00,0x00,0x5a,0x00,0x00,0x00,
+0x1f,0x01,0x00,0x00,0x8e,0x01,0x00,0x00,0x31,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x08,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x0a,0x01,0x00,0x00,0xaa,0x00,0x05,0x00,0xbf,0x00,0x00,0x00,
-0x21,0x01,0x00,0x00,0xa2,0x00,0x00,0x00,0x85,0x00,0x00,0x00,
+0x21,0x01,0x00,0x00,0xa2,0x00,0x00,0x00,0x5e,0x00,0x00,0x00,
 0xf7,0x00,0x03,0x00,0x23,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x21,0x01,0x00,0x00,0x22,0x01,0x00,0x00,
 0x23,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x22,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2a,0x01,0x00,0x00,
 0x47,0x01,0x00,0x00,0x9e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
 0xb3,0x00,0x00,0x00,0x2b,0x01,0x00,0x00,0xb0,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0x25,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0x2c,0x01,0x00,0x00,0x2b,0x01,0x00,0x00,0x41,0x00,0x06,0x00,
 0xef,0x00,0x00,0x00,0x2d,0x01,0x00,0x00,0x27,0x01,0x00,0x00,
-0x24,0x00,0x00,0x00,0x2a,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
+0x25,0x00,0x00,0x00,0x2a,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x2d,0x01,0x00,0x00,0x2c,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x23,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x23,0x01,0x00,0x00,
 0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
@@ -121545,53 +125233,53 @@ unsigned char mul_mat_vec_id_q5_1_f32_data[] = {
 0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
 0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0e,0x00,
 0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
-0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x2d,0x00,0x00,0x00,0x4b,0x00,0x00,0x00,0x96,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
+0x7b,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x96,0x00,0x00,0x00,
 0x9a,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,0xe4,0x00,0x00,0x00,
 0x22,0x01,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
 0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x19,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x1c,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1c,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x1c,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x1c,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x1d,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
+0x1e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x1e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
+0x1e,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x20,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x20,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x73,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x20,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x04,0x00,0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x21,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0x79,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x79,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x23,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x79,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x7b,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x7b,0x00,0x00,0x00,
 0x21,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x2b,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x2b,0x00,0x00,0x00,
+0x82,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x82,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x2b,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x82,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x2b,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x2b,0x00,0x00,0x00,
+0x82,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x82,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x2b,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x82,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x2b,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x2b,0x00,0x00,0x00,
+0x82,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x82,0x00,0x00,0x00,
 0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x2b,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x82,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x2b,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x46,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x47,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x47,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x47,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x47,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x48,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x04,0x00,0x49,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x49,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x49,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x4b,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4b,0x00,0x00,0x00,
-0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x82,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x96,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0x9a,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xa7,0x00,0x00,0x00,
@@ -121617,121 +125305,121 @@ unsigned char mul_mat_vec_id_q5_1_f32_data[] = {
 0x19,0x00,0x00,0x00,0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,
 0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0x0e,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x17,0x00,0x04,0x00,0x0f,0x00,0x00,0x00,
-0x0e,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x17,0x00,0x04,0x00,
-0x17,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x18,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x18,0x00,0x00,0x00,
-0x19,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x1f,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
-0x20,0x00,0x00,0x00,0x1f,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
-0x21,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x22,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x22,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1f,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x26,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x1f,0x00,0x00,0x00,
-0x1e,0x00,0x0b,0x00,0x2b,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0x08,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x17,0x00,0x04,0x00,0x09,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
+0x18,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
+0x19,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,
+0x19,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x1e,0x00,0x06,0x00,
+0x1c,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0x1d,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0x1e,0x00,0x00,0x00,0x1d,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x1f,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x1f,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x21,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x21,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x26,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x21,0x00,0x00,0x00,
+0x2e,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x21,0x00,0x00,0x00,0x36,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x37,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x21,0x00,0x00,0x00,
+0x40,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x46,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x21,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x52,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x57,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x62,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x17,0x00,0x04,0x00,
+0x71,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x72,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x71,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x72,0x00,0x00,0x00,
+0x73,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x74,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x1d,0x00,0x03,0x00,0x78,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
+0x1e,0x00,0x03,0x00,0x79,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x7a,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x79,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x7a,0x00,0x00,0x00,
+0x7b,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x7d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
+0x1e,0x00,0x0b,0x00,0x82,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x2c,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x2b,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x2c,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1f,0x00,0x00,0x00,
-0x2e,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x2f,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x1f,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1f,0x00,0x00,0x00,
-0x38,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x1f,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
-0x16,0x00,0x03,0x00,0x43,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x15,0x00,0x04,0x00,0x44,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x45,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
-0x46,0x00,0x00,0x00,0x44,0x00,0x00,0x00,0x45,0x00,0x00,0x00,
-0x1e,0x00,0x06,0x00,0x47,0x00,0x00,0x00,0x43,0x00,0x00,0x00,
-0x43,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x46,0x00,0x00,0x00,
-0x1d,0x00,0x03,0x00,0x48,0x00,0x00,0x00,0x47,0x00,0x00,0x00,
-0x1e,0x00,0x03,0x00,0x49,0x00,0x00,0x00,0x48,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x4a,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x49,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x4a,0x00,0x00,0x00,
-0x4b,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x4f,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x43,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x1f,0x00,0x00,0x00,0x57,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x5f,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x78,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x44,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x7d,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x7f,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x18,0x00,0x00,0x00,0x96,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x18,0x00,0x00,0x00,
+0x83,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x82,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x83,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x85,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x21,0x00,0x00,0x00,0x8a,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x72,0x00,0x00,0x00,0x96,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x72,0x00,0x00,0x00,
 0x9a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x1c,0x00,0x04,0x00,0xa8,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
+0x1c,0x00,0x04,0x00,0xa8,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
 0xa7,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xa9,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
 0xa9,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0xac,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xac,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xad,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x14,0x00,0x02,0x00,
+0x04,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x14,0x00,0x02,0x00,
 0xb9,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x1d,0x00,0x03,0x00,0xe1,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
+0x1d,0x00,0x03,0x00,0xe1,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
 0x1e,0x00,0x03,0x00,0xe2,0x00,0x00,0x00,0xe1,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0xe3,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0xe2,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0xe3,0x00,0x00,0x00,
 0xe4,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0xea,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
+0xea,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x00,0x01,0x00,0x00,
 0x08,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x02,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,
 0xbe,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x1f,0x01,0x00,0x00,
-0x0e,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x20,0x01,0x00,0x00,
+0x08,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x20,0x01,0x00,0x00,
 0x1f,0x01,0x00,0x00,0x20,0x00,0x04,0x00,0x21,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x20,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,
 0x21,0x01,0x00,0x00,0x22,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x29,0x01,0x00,0x00,
-0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,0x17,0x00,0x00,0x00,
-0x2a,0x01,0x00,0x00,0x29,0x01,0x00,0x00,0x1a,0x00,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,0x71,0x00,0x00,0x00,
+0x2a,0x01,0x00,0x00,0x29,0x01,0x00,0x00,0x62,0x00,0x00,0x00,
+0x62,0x00,0x00,0x00,0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x1b,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0x96,0x00,0x00,0x00,
-0x7f,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x74,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0x96,0x00,0x00,0x00,
+0x59,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x98,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x1b,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,
-0x7f,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x74,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,
+0x59,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x9c,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x1b,0x00,0x00,0x00,0x2e,0x01,0x00,0x00,0x19,0x00,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x74,0x00,0x00,0x00,0x2e,0x01,0x00,0x00,0x73,0x00,0x00,0x00,
+0x62,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x2f,0x01,0x00,0x00,0x2e,0x01,0x00,0x00,0x41,0x00,0x06,0x00,
-0x26,0x00,0x00,0x00,0x31,0x01,0x00,0x00,0x23,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x2f,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x1f,0x00,0x00,0x00,0x32,0x01,0x00,0x00,0x31,0x01,0x00,0x00,
+0x7d,0x00,0x00,0x00,0x31,0x01,0x00,0x00,0x7b,0x00,0x00,0x00,
+0x22,0x00,0x00,0x00,0x2f,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x21,0x00,0x00,0x00,0x32,0x01,0x00,0x00,0x31,0x01,0x00,0x00,
 0x7c,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x33,0x01,0x00,0x00,
-0x32,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x2f,0x00,0x00,0x00,
-0x35,0x01,0x00,0x00,0x2d,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
+0x32,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x85,0x00,0x00,0x00,
+0x35,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x40,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x36,0x01,0x00,0x00,
 0x35,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x37,0x01,0x00,0x00,0x33,0x01,0x00,0x00,0x36,0x01,0x00,0x00,
-0x41,0x00,0x05,0x00,0x2f,0x00,0x00,0x00,0x39,0x01,0x00,0x00,
-0x2d,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x85,0x00,0x00,0x00,0x39,0x01,0x00,0x00,
+0x84,0x00,0x00,0x00,0x8a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x3a,0x01,0x00,0x00,0x39,0x01,0x00,0x00,
 0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3b,0x01,0x00,0x00,
 0x2f,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
-0x2f,0x00,0x00,0x00,0x3c,0x01,0x00,0x00,0x2d,0x00,0x00,0x00,
-0x38,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x85,0x00,0x00,0x00,0x3c,0x01,0x00,0x00,0x84,0x00,0x00,0x00,
+0x36,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x3d,0x01,0x00,0x00,0x3c,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x3e,0x01,0x00,0x00,0x3b,0x01,0x00,0x00,
-0x3d,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x2f,0x00,0x00,0x00,
-0x40,0x01,0x00,0x00,0x2d,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
+0x3d,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x85,0x00,0x00,0x00,
+0x40,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x41,0x01,0x00,0x00,
 0x40,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x42,0x01,0x00,0x00,0x2f,0x01,0x00,0x00,0x41,0x01,0x00,0x00,
@@ -121740,9 +125428,9 @@ unsigned char mul_mat_vec_id_q5_1_f32_data[] = {
 0xae,0x00,0x00,0x00,0xac,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xb0,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xb0,0x00,0x00,0x00,
 0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x87,0x01,0x00,0x00,
-0x7f,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0xff,0x00,0x00,0x00,
-0xb1,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x2f,0x00,0x00,0x00,
-0xb6,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
+0x59,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0xff,0x00,0x00,0x00,
+0xb1,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x85,0x00,0x00,0x00,
+0xb6,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,
 0xb6,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xb8,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,
@@ -121769,78 +125457,78 @@ unsigned char mul_mat_vec_id_q5_1_f32_data[] = {
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd7,0x00,0x00,0x00,
 0x37,0x01,0x00,0x00,0xc9,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x4c,0x01,0x00,0x00,0xd7,0x00,0x00,0x00,
-0xca,0x00,0x00,0x00,0x41,0x00,0x07,0x00,0x4f,0x00,0x00,0x00,
-0x4d,0x01,0x00,0x00,0x4b,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x4c,0x01,0x00,0x00,0x24,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x43,0x00,0x00,0x00,0x4e,0x01,0x00,0x00,0x4d,0x01,0x00,0x00,
-0x73,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0x4f,0x01,0x00,0x00,
-0x4e,0x01,0x00,0x00,0x41,0x00,0x07,0x00,0x4f,0x00,0x00,0x00,
-0x53,0x01,0x00,0x00,0x4b,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x4c,0x01,0x00,0x00,0x57,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x43,0x00,0x00,0x00,0x54,0x01,0x00,0x00,0x53,0x01,0x00,0x00,
-0x73,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0x55,0x01,0x00,0x00,
-0x54,0x01,0x00,0x00,0x41,0x00,0x07,0x00,0x5f,0x00,0x00,0x00,
-0x59,0x01,0x00,0x00,0x4b,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x4c,0x01,0x00,0x00,0x38,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0xca,0x00,0x00,0x00,0x41,0x00,0x07,0x00,0x26,0x00,0x00,0x00,
+0x4d,0x01,0x00,0x00,0x20,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x4c,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x18,0x00,0x00,0x00,0x4e,0x01,0x00,0x00,0x4d,0x01,0x00,0x00,
+0x73,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x4f,0x01,0x00,0x00,
+0x4e,0x01,0x00,0x00,0x41,0x00,0x07,0x00,0x26,0x00,0x00,0x00,
+0x53,0x01,0x00,0x00,0x20,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x4c,0x01,0x00,0x00,0x2e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x18,0x00,0x00,0x00,0x54,0x01,0x00,0x00,0x53,0x01,0x00,0x00,
+0x73,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x55,0x01,0x00,0x00,
+0x54,0x01,0x00,0x00,0x41,0x00,0x07,0x00,0x37,0x00,0x00,0x00,
+0x59,0x01,0x00,0x00,0x20,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x4c,0x01,0x00,0x00,0x36,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x5a,0x01,0x00,0x00,0x59,0x01,0x00,0x00,
 0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5d,0x01,0x00,0x00,
 0x5a,0x01,0x00,0x00,0xce,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x5e,0x01,0x00,0x00,0x5d,0x01,0x00,0x00,
-0x2e,0x00,0x00,0x00,0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x5f,0x01,0x00,0x00,0x5e,0x01,0x00,0x00,0x45,0x00,0x00,0x00,
-0x7c,0x00,0x04,0x00,0x1f,0x00,0x00,0x00,0x60,0x01,0x00,0x00,
+0x40,0x00,0x00,0x00,0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x5f,0x01,0x00,0x00,0x5e,0x01,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x21,0x00,0x00,0x00,0x60,0x01,0x00,0x00,
 0x5f,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x63,0x01,0x00,0x00,0xce,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x63,0x01,0x00,0x00,0xce,0x00,0x00,0x00,0x46,0x00,0x00,0x00,
 0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x64,0x01,0x00,0x00,
 0x5a,0x01,0x00,0x00,0x63,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x65,0x01,0x00,0x00,0x64,0x01,0x00,0x00,
-0x45,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,0x1f,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,0x21,0x00,0x00,0x00,
 0x66,0x01,0x00,0x00,0x65,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
-0x78,0x00,0x00,0x00,0x6c,0x01,0x00,0x00,0x4b,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x4c,0x01,0x00,0x00,0x3d,0x00,0x00,0x00,
-0xce,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x44,0x00,0x00,0x00,
+0x52,0x00,0x00,0x00,0x6c,0x01,0x00,0x00,0x20,0x00,0x00,0x00,
+0x22,0x00,0x00,0x00,0x4c,0x01,0x00,0x00,0x50,0x00,0x00,0x00,
+0xce,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x19,0x00,0x00,0x00,
 0x6d,0x01,0x00,0x00,0x6c,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x6e,0x01,0x00,0x00,0x6d,0x01,0x00,0x00,
 0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x70,0x01,0x00,0x00,
-0x6e,0x01,0x00,0x00,0x7d,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,
+0x6e,0x01,0x00,0x00,0x57,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x73,0x01,0x00,0x00,0x60,0x01,0x00,0x00,
 0xc5,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x74,0x01,0x00,0x00,
 0x70,0x01,0x00,0x00,0x73,0x01,0x00,0x00,0x70,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0x75,0x01,0x00,0x00,0x74,0x01,0x00,0x00,
+0x08,0x00,0x00,0x00,0x75,0x01,0x00,0x00,0x74,0x01,0x00,0x00,
 0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x77,0x01,0x00,0x00,
-0x6e,0x01,0x00,0x00,0x2e,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,
+0x6e,0x01,0x00,0x00,0x40,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x7a,0x01,0x00,0x00,0x66,0x01,0x00,0x00,
 0xc5,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x7b,0x01,0x00,0x00,
 0x77,0x01,0x00,0x00,0x7a,0x01,0x00,0x00,0x70,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0x7c,0x01,0x00,0x00,0x7b,0x01,0x00,0x00,
-0x50,0x00,0x05,0x00,0x0f,0x00,0x00,0x00,0x7d,0x01,0x00,0x00,
+0x08,0x00,0x00,0x00,0x7c,0x01,0x00,0x00,0x7b,0x01,0x00,0x00,
+0x50,0x00,0x05,0x00,0x09,0x00,0x00,0x00,0x7d,0x01,0x00,0x00,
 0x75,0x01,0x00,0x00,0x7c,0x01,0x00,0x00,0x8e,0x00,0x05,0x00,
-0x0f,0x00,0x00,0x00,0x7f,0x01,0x00,0x00,0x7d,0x01,0x00,0x00,
-0x4f,0x01,0x00,0x00,0x50,0x00,0x05,0x00,0x0f,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x7f,0x01,0x00,0x00,0x7d,0x01,0x00,0x00,
+0x4f,0x01,0x00,0x00,0x50,0x00,0x05,0x00,0x09,0x00,0x00,0x00,
 0x81,0x01,0x00,0x00,0x55,0x01,0x00,0x00,0x55,0x01,0x00,0x00,
-0x81,0x00,0x05,0x00,0x0f,0x00,0x00,0x00,0x82,0x01,0x00,0x00,
+0x81,0x00,0x05,0x00,0x09,0x00,0x00,0x00,0x82,0x01,0x00,0x00,
 0x7f,0x01,0x00,0x00,0x81,0x01,0x00,0x00,0x51,0x00,0x05,0x00,
-0x0e,0x00,0x00,0x00,0xe0,0x00,0x00,0x00,0x82,0x01,0x00,0x00,
+0x08,0x00,0x00,0x00,0xe0,0x00,0x00,0x00,0x82,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xe7,0x00,0x00,0x00,0x3e,0x01,0x00,0x00,0xd3,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe9,0x00,0x00,0x00,
 0xe7,0x00,0x00,0x00,0xce,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
 0xea,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,0xe4,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0xe9,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0xec,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,
-0x51,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
+0x22,0x00,0x00,0x00,0xe9,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0xec,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,
+0x51,0x00,0x05,0x00,0x08,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
 0x82,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,0xe9,0x00,0x00,0x00,
-0x45,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0xea,0x00,0x00,0x00,
-0xf6,0x00,0x00,0x00,0xe4,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0xf5,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0xea,0x00,0x00,0x00,
+0xf6,0x00,0x00,0x00,0xe4,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0xf5,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0xf7,0x00,0x00,0x00,0xf6,0x00,0x00,0x00,0x85,0x00,0x05,0x00,
-0x0e,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
-0xf7,0x00,0x00,0x00,0x0c,0x00,0x08,0x00,0x0e,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,0xef,0x00,0x00,0x00,
+0xf7,0x00,0x00,0x00,0x0c,0x00,0x08,0x00,0x08,0x00,0x00,0x00,
 0xf9,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
 0xe0,0x00,0x00,0x00,0xec,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
-0xae,0x00,0x00,0x00,0x81,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
+0xae,0x00,0x00,0x00,0x81,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
 0xfc,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0xf9,0x00,0x00,0x00,
 0x3e,0x00,0x03,0x00,0xae,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xff,0x00,0x00,0x00,
@@ -121852,7 +125540,7 @@ unsigned char mul_mat_vec_id_q5_1_f32_data[] = {
 0x06,0x00,0x00,0x00,0x88,0x01,0x00,0x00,0x02,0x01,0x00,0x00,
 0xb2,0x00,0x00,0x00,0x1a,0x01,0x00,0x00,0x06,0x01,0x00,0x00,
 0xac,0x00,0x05,0x00,0xb9,0x00,0x00,0x00,0x09,0x01,0x00,0x00,
-0x88,0x01,0x00,0x00,0x7f,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0x88,0x01,0x00,0x00,0x59,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x05,0x01,0x00,0x00,0x06,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x09,0x01,0x00,0x00,0x04,0x01,0x00,0x00,
 0x05,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x04,0x01,0x00,0x00,
@@ -121864,37 +125552,37 @@ unsigned char mul_mat_vec_id_q5_1_f32_data[] = {
 0x06,0x00,0x00,0x00,0x12,0x01,0x00,0x00,0x9c,0x00,0x00,0x00,
 0x88,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0xad,0x00,0x00,0x00,
 0x13,0x01,0x00,0x00,0xaa,0x00,0x00,0x00,0x12,0x01,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0x14,0x01,0x00,0x00,
-0x13,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x14,0x01,0x00,0x00,
+0x13,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0x16,0x01,0x00,0x00,0xae,0x00,0x00,0x00,0x81,0x00,0x05,0x00,
-0x0e,0x00,0x00,0x00,0x17,0x01,0x00,0x00,0x16,0x01,0x00,0x00,
+0x08,0x00,0x00,0x00,0x17,0x01,0x00,0x00,0x16,0x01,0x00,0x00,
 0x14,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0xae,0x00,0x00,0x00,
 0x17,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x0e,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x0e,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,
 0xbe,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,0x00,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x06,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x06,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1a,0x01,0x00,0x00,0x88,0x01,0x00,0x00,0x57,0x00,0x00,0x00,
+0x1a,0x01,0x00,0x00,0x88,0x01,0x00,0x00,0x2e,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x03,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x05,0x01,0x00,0x00,0xaa,0x00,0x05,0x00,0xb9,0x00,0x00,0x00,
-0x1c,0x01,0x00,0x00,0x9c,0x00,0x00,0x00,0x7f,0x00,0x00,0x00,
+0x1c,0x01,0x00,0x00,0x9c,0x00,0x00,0x00,0x59,0x00,0x00,0x00,
 0xf7,0x00,0x03,0x00,0x1e,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x1c,0x01,0x00,0x00,0x1d,0x01,0x00,0x00,
 0x1e,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x1d,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x25,0x01,0x00,0x00,
 0x42,0x01,0x00,0x00,0x98,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
 0xad,0x00,0x00,0x00,0x26,0x01,0x00,0x00,0xaa,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0x22,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0x27,0x01,0x00,0x00,0x26,0x01,0x00,0x00,0x41,0x00,0x06,0x00,
 0xea,0x00,0x00,0x00,0x28,0x01,0x00,0x00,0x22,0x01,0x00,0x00,
-0x24,0x00,0x00,0x00,0x25,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
+0x22,0x00,0x00,0x00,0x25,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x28,0x01,0x00,0x00,0x27,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x1e,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x1e,0x01,0x00,0x00,
 0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 };
 const uint64_t mul_mat_vec_id_q5_1_f32_len = 4244;
 
-unsigned char mul_mat_vec_id_q5_K_f32_data[] = {
+unsigned char mul_mat_vec_id_q5_k_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
 0xb2,0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x27,0x00,0x00,0x00,
@@ -122952,9 +126640,9 @@ unsigned char mul_mat_vec_id_q5_K_f32_data[] = {
 0x89,0x04,0x00,0x00,0xf8,0x00,0x02,0x00,0x89,0x04,0x00,0x00,
 0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 };
-const uint64_t mul_mat_vec_id_q5_K_f32_len = 12668;
+const uint64_t mul_mat_vec_id_q5_k_f32_len = 12668;
 
-unsigned char mul_mat_vec_id_q6_K_f32_data[] = {
+unsigned char mul_mat_vec_id_q6_k_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
 0xf1,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x27,0x00,0x00,0x00,
@@ -123924,7 +127612,7 @@ unsigned char mul_mat_vec_id_q6_K_f32_data[] = {
 0xcf,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xcf,0x01,0x00,0x00,
 0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 };
-const uint64_t mul_mat_vec_id_q6_K_f32_len = 11612;
+const uint64_t mul_mat_vec_id_q6_k_f32_len = 11612;
 
 unsigned char mul_mat_vec_id_q8_0_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
@@ -123935,50 +127623,50 @@ unsigned char mul_mat_vec_id_q8_0_f32_data[] = {
 0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
 0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0e,0x00,
 0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
-0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x2d,0x00,0x00,0x00,0x4b,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x46,0x00,0x00,0x00,
+0x4e,0x00,0x00,0x00,0x57,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,
 0x71,0x00,0x00,0x00,0x81,0x00,0x00,0x00,0xba,0x00,0x00,0x00,
 0xf8,0x00,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
 0x11,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x19,0x00,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x20,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x04,0x00,0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x21,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x23,0x00,0x00,0x00,
-0x21,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x2b,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x2b,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x2b,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x2b,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x2b,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x2b,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x2b,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x2b,0x00,0x00,0x00,
-0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x2b,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x2b,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x46,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x47,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x47,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x48,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0x49,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x49,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x1c,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1c,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x1d,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x22,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x1e,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x1e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x1e,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x20,0x00,0x00,0x00,
+0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x20,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x46,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4b,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
+0x4c,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x4c,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x49,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x4b,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x4b,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6c,0x00,0x00,0x00,
+0x4c,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x4e,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x4e,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x55,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x55,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x55,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x55,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x55,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x55,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x55,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x55,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x55,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x55,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x6c,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x71,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0x7e,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
@@ -124004,115 +127692,115 @@ unsigned char mul_mat_vec_id_q8_0_f32_data[] = {
 0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,
 0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x16,0x00,0x03,0x00,0x0e,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x17,0x00,0x04,0x00,0x0f,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x17,0x00,0x04,0x00,0x17,0x00,0x00,0x00,
+0x16,0x00,0x03,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x17,0x00,0x04,0x00,0x09,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0x18,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x19,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x1c,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x1e,0x00,0x04,0x00,0x1c,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0x1d,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0x1e,0x00,0x00,0x00,0x1d,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x1f,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x1f,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x21,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x21,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x26,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x21,0x00,0x00,0x00,
+0x2d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x2f,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x17,0x00,0x04,0x00,0x44,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x18,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x18,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x1b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x15,0x00,0x04,0x00,0x1f,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x20,0x00,0x00,0x00,
-0x1f,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x21,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x22,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x22,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x1f,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x26,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x1f,0x00,0x00,0x00,0x1e,0x00,0x0b,0x00,
-0x2b,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x2c,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x2b,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x2c,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x1f,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x2f,0x00,0x00,0x00,
+0x45,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x44,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x45,0x00,0x00,0x00,0x46,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x47,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0x4b,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0x4c,0x00,0x00,0x00,0x4b,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x4d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x4d,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x50,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x1e,0x00,0x0b,0x00,
+0x55,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x56,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x56,0x00,0x00,0x00,0x57,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x21,0x00,0x00,0x00,0x58,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x59,0x00,0x00,0x00,
 0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x1f,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x1f,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x1f,0x00,0x00,0x00,
-0x3d,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
-0x43,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
-0x44,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x45,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0x46,0x00,0x00,0x00,
-0x44,0x00,0x00,0x00,0x45,0x00,0x00,0x00,0x1e,0x00,0x04,0x00,
-0x47,0x00,0x00,0x00,0x43,0x00,0x00,0x00,0x46,0x00,0x00,0x00,
-0x1d,0x00,0x03,0x00,0x48,0x00,0x00,0x00,0x47,0x00,0x00,0x00,
-0x1e,0x00,0x03,0x00,0x49,0x00,0x00,0x00,0x48,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x4a,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x49,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x4a,0x00,0x00,0x00,
-0x4b,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x4f,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x43,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x1f,0x00,0x00,0x00,0x56,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x58,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x44,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x18,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x21,0x00,0x00,0x00,0x5e,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x21,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x21,0x00,0x00,0x00,
+0x67,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x45,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x18,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x45,0x00,0x00,0x00,
 0x71,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x1c,0x00,0x04,0x00,0x7f,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
+0x1c,0x00,0x04,0x00,0x7f,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
 0x7e,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x80,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x7f,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
 0x80,0x00,0x00,0x00,0x81,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0x83,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x83,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x84,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x14,0x00,0x02,0x00,
+0x04,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x14,0x00,0x02,0x00,
 0x90,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x95,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
-0xb7,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0xb7,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
 0xb8,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0xb9,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
 0x3b,0x00,0x04,0x00,0xb9,0x00,0x00,0x00,0xba,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xc0,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x0c,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,0x08,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0xd8,0x00,0x00,0x00,
 0x86,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,0x95,0x00,0x00,0x00,
-0x1d,0x00,0x03,0x00,0xf5,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
+0x1d,0x00,0x03,0x00,0xf5,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
 0x1e,0x00,0x03,0x00,0xf6,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0xf7,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0xf6,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0xf7,0x00,0x00,0x00,
 0xf8,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xff,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x33,0x00,0x06,0x00,0x17,0x00,0x00,0x00,0x00,0x01,0x00,0x00,
-0xff,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x33,0x00,0x06,0x00,0x44,0x00,0x00,0x00,0x00,0x01,0x00,0x00,
+0xff,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
 0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x05,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x1b,0x00,0x00,0x00,
+0x05,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x47,0x00,0x00,0x00,
 0x6e,0x00,0x00,0x00,0x6c,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
-0x6e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x1b,0x00,0x00,0x00,
+0x6e,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x47,0x00,0x00,0x00,
 0x72,0x00,0x00,0x00,0x71,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
-0x72,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x1b,0x00,0x00,0x00,
-0x04,0x01,0x00,0x00,0x19,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x72,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x47,0x00,0x00,0x00,
+0x04,0x01,0x00,0x00,0x46,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x05,0x01,0x00,0x00,
-0x04,0x01,0x00,0x00,0x41,0x00,0x06,0x00,0x26,0x00,0x00,0x00,
-0x07,0x01,0x00,0x00,0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x05,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x1f,0x00,0x00,0x00,
+0x04,0x01,0x00,0x00,0x41,0x00,0x06,0x00,0x50,0x00,0x00,0x00,
+0x07,0x01,0x00,0x00,0x4e,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x05,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x21,0x00,0x00,0x00,
 0x08,0x01,0x00,0x00,0x07,0x01,0x00,0x00,0x7c,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x09,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
-0x41,0x00,0x05,0x00,0x2f,0x00,0x00,0x00,0x0b,0x01,0x00,0x00,
-0x2d,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x59,0x00,0x00,0x00,0x0b,0x01,0x00,0x00,
+0x57,0x00,0x00,0x00,0x58,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0d,0x01,0x00,0x00,
 0x09,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
-0x2f,0x00,0x00,0x00,0x0f,0x01,0x00,0x00,0x2d,0x00,0x00,0x00,
-0x34,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x59,0x00,0x00,0x00,0x0f,0x01,0x00,0x00,0x57,0x00,0x00,0x00,
+0x5e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x10,0x01,0x00,0x00,0x0f,0x01,0x00,0x00,0x89,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x11,0x01,0x00,0x00,0x05,0x01,0x00,0x00,
-0x10,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x2f,0x00,0x00,0x00,
-0x12,0x01,0x00,0x00,0x2d,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
+0x10,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x59,0x00,0x00,0x00,
+0x12,0x01,0x00,0x00,0x57,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x13,0x01,0x00,0x00,
 0x12,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x14,0x01,0x00,0x00,0x11,0x01,0x00,0x00,0x13,0x01,0x00,0x00,
-0x41,0x00,0x05,0x00,0x2f,0x00,0x00,0x00,0x16,0x01,0x00,0x00,
-0x2d,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x59,0x00,0x00,0x00,0x16,0x01,0x00,0x00,
+0x57,0x00,0x00,0x00,0x67,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x17,0x01,0x00,0x00,0x16,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x18,0x01,0x00,0x00,
 0x05,0x01,0x00,0x00,0x17,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
@@ -124122,8 +127810,8 @@ unsigned char mul_mat_vec_id_q8_0_f32_data[] = {
 0xf8,0x00,0x02,0x00,0x87,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
 0x06,0x00,0x00,0x00,0x38,0x01,0x00,0x00,0x6d,0x00,0x00,0x00,
 0x05,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0x88,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x2f,0x00,0x00,0x00,0x8d,0x00,0x00,0x00,
-0x2d,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x59,0x00,0x00,0x00,0x8d,0x00,0x00,0x00,
+0x57,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x8e,0x00,0x00,0x00,0x8d,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8f,0x00,0x00,0x00,
 0x8e,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
@@ -124141,60 +127829,60 @@ unsigned char mul_mat_vec_id_q8_0_f32_data[] = {
 0x8e,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x9f,0x00,0x00,0x00,0x9d,0x00,0x00,0x00,0x98,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa0,0x00,0x00,0x00,
-0x9f,0x00,0x00,0x00,0x45,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
+0x9f,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,0x98,0x00,0x00,0x00,
-0x45,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa4,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0xa4,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
 0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
 0x98,0x00,0x00,0x00,0xa3,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xad,0x00,0x00,0x00,0x0d,0x01,0x00,0x00,
-0x45,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x1e,0x01,0x00,0x00,0xad,0x00,0x00,0x00,0xa0,0x00,0x00,0x00,
-0x41,0x00,0x07,0x00,0x4f,0x00,0x00,0x00,0x1f,0x01,0x00,0x00,
-0x4b,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x1e,0x01,0x00,0x00,
-0x24,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x43,0x00,0x00,0x00,
+0x41,0x00,0x07,0x00,0x26,0x00,0x00,0x00,0x1f,0x01,0x00,0x00,
+0x20,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x1e,0x01,0x00,0x00,
+0x22,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x18,0x00,0x00,0x00,
 0x20,0x01,0x00,0x00,0x1f,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0x21,0x01,0x00,0x00,0x20,0x01,0x00,0x00,
-0x41,0x00,0x08,0x00,0x58,0x00,0x00,0x00,0x26,0x01,0x00,0x00,
-0x4b,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x1e,0x01,0x00,0x00,
-0x56,0x00,0x00,0x00,0xa4,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x44,0x00,0x00,0x00,0x27,0x01,0x00,0x00,0x26,0x01,0x00,0x00,
-0x72,0x00,0x04,0x00,0x1f,0x00,0x00,0x00,0x28,0x01,0x00,0x00,
-0x27,0x01,0x00,0x00,0x6f,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x21,0x01,0x00,0x00,0x20,0x01,0x00,0x00,
+0x41,0x00,0x08,0x00,0x2f,0x00,0x00,0x00,0x26,0x01,0x00,0x00,
+0x20,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x1e,0x01,0x00,0x00,
+0x2d,0x00,0x00,0x00,0xa4,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x19,0x00,0x00,0x00,0x27,0x01,0x00,0x00,0x26,0x01,0x00,0x00,
+0x72,0x00,0x04,0x00,0x21,0x00,0x00,0x00,0x28,0x01,0x00,0x00,
+0x27,0x01,0x00,0x00,0x6f,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0x29,0x01,0x00,0x00,0x28,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x2e,0x01,0x00,0x00,0xa4,0x00,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x58,0x00,0x00,0x00,
-0x2f,0x01,0x00,0x00,0x4b,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x1e,0x01,0x00,0x00,0x56,0x00,0x00,0x00,0x2e,0x01,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x44,0x00,0x00,0x00,0x30,0x01,0x00,0x00,
-0x2f,0x01,0x00,0x00,0x72,0x00,0x04,0x00,0x1f,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x2f,0x00,0x00,0x00,
+0x2f,0x01,0x00,0x00,0x20,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x1e,0x01,0x00,0x00,0x2d,0x00,0x00,0x00,0x2e,0x01,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x19,0x00,0x00,0x00,0x30,0x01,0x00,0x00,
+0x2f,0x01,0x00,0x00,0x72,0x00,0x04,0x00,0x21,0x00,0x00,0x00,
 0x31,0x01,0x00,0x00,0x30,0x01,0x00,0x00,0x6f,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0x32,0x01,0x00,0x00,0x31,0x01,0x00,0x00,
-0x50,0x00,0x05,0x00,0x0f,0x00,0x00,0x00,0x33,0x01,0x00,0x00,
+0x08,0x00,0x00,0x00,0x32,0x01,0x00,0x00,0x31,0x01,0x00,0x00,
+0x50,0x00,0x05,0x00,0x09,0x00,0x00,0x00,0x33,0x01,0x00,0x00,
 0x29,0x01,0x00,0x00,0x32,0x01,0x00,0x00,0x8e,0x00,0x05,0x00,
-0x0f,0x00,0x00,0x00,0x35,0x01,0x00,0x00,0x33,0x01,0x00,0x00,
-0x21,0x01,0x00,0x00,0x51,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x35,0x01,0x00,0x00,0x33,0x01,0x00,0x00,
+0x21,0x01,0x00,0x00,0x51,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
 0xb6,0x00,0x00,0x00,0x35,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,
 0x14,0x01,0x00,0x00,0xa9,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,
 0xa4,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0xc0,0x00,0x00,0x00,
-0xc1,0x00,0x00,0x00,0xba,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0xbf,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0xc1,0x00,0x00,0x00,0xba,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0xbf,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0xc2,0x00,0x00,0x00,0xc1,0x00,0x00,0x00,0x51,0x00,0x05,0x00,
-0x0e,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,0x35,0x01,0x00,0x00,
+0x08,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,0x35,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xcb,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0xcb,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
 0x41,0x00,0x06,0x00,0xc0,0x00,0x00,0x00,0xcc,0x00,0x00,0x00,
-0xba,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0xcd,0x00,0x00,0x00,
-0xcc,0x00,0x00,0x00,0x85,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,
+0xba,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xcd,0x00,0x00,0x00,
+0xcc,0x00,0x00,0x00,0x85,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
 0xce,0x00,0x00,0x00,0xc5,0x00,0x00,0x00,0xcd,0x00,0x00,0x00,
-0x0c,0x00,0x08,0x00,0x0e,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
+0x0c,0x00,0x08,0x00,0x08,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0xb6,0x00,0x00,0x00,
 0xc2,0x00,0x00,0x00,0xce,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,0x85,0x00,0x00,0x00,
-0x81,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,0xd2,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,0x85,0x00,0x00,0x00,
+0x81,0x00,0x05,0x00,0x08,0x00,0x00,0x00,0xd2,0x00,0x00,0x00,
 0xd1,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x85,0x00,0x00,0x00,0xd2,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0x38,0x01,0x00,0x00,
@@ -124218,9 +127906,9 @@ unsigned char mul_mat_vec_id_q8_0_f32_data[] = {
 0xe8,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0x39,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x84,0x00,0x00,0x00,0xe9,0x00,0x00,0x00,
 0x81,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0xea,0x00,0x00,0x00,0xe9,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0xec,0x00,0x00,0x00,
-0x85,0x00,0x00,0x00,0x81,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0xea,0x00,0x00,0x00,0xe9,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xec,0x00,0x00,0x00,
+0x85,0x00,0x00,0x00,0x81,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
 0xed,0x00,0x00,0x00,0xec,0x00,0x00,0x00,0xea,0x00,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x85,0x00,0x00,0x00,0xed,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xe4,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
@@ -124228,7 +127916,7 @@ unsigned char mul_mat_vec_id_q8_0_f32_data[] = {
 0x95,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xdc,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xdc,0x00,0x00,0x00,
 0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xf0,0x00,0x00,0x00,
-0x39,0x01,0x00,0x00,0x56,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x39,0x01,0x00,0x00,0x2d,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xd9,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xdb,0x00,0x00,0x00,
 0xaa,0x00,0x05,0x00,0x90,0x00,0x00,0x00,0xf2,0x00,0x00,0x00,
 0x73,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,
@@ -124237,10 +127925,10 @@ unsigned char mul_mat_vec_id_q8_0_f32_data[] = {
 0xf8,0x00,0x02,0x00,0xf3,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x18,0x01,0x00,0x00,
 0x6f,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x84,0x00,0x00,0x00,
-0xfc,0x00,0x00,0x00,0x81,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,
+0xfc,0x00,0x00,0x00,0x81,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,
 0xfc,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0xc0,0x00,0x00,0x00,
-0xfe,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
+0xfe,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
 0xfb,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,0xfe,0x00,0x00,0x00,
 0xfd,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xf4,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xf4,0x00,0x00,0x00,0xfd,0x00,0x01,0x00,
@@ -124723,7 +128411,7 @@ unsigned char mul_mat_vec_p021_f16_f32_data[] = {
 };
 const uint64_t mul_mat_vec_p021_f16_f32_len = 2768;
 
-unsigned char mul_mat_vec_q2_K_f16_f32_data[] = {
+unsigned char mul_mat_vec_q2_k_f16_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
 0x49,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x27,0x00,0x00,0x00,
@@ -125443,9 +129131,9 @@ unsigned char mul_mat_vec_q2_K_f16_f32_data[] = {
 0x08,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x08,0x03,0x00,0x00,
 0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 };
-const uint64_t mul_mat_vec_q2_K_f16_f32_len = 8612;
+const uint64_t mul_mat_vec_q2_k_f16_f32_len = 8612;
 
-unsigned char mul_mat_vec_q2_K_f32_f32_data[] = {
+unsigned char mul_mat_vec_q2_k_f32_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
 0x39,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x27,0x00,0x00,0x00,
@@ -126144,9 +129832,9 @@ unsigned char mul_mat_vec_q2_K_f32_f32_data[] = {
 0xf8,0x00,0x02,0x00,0xf9,0x02,0x00,0x00,0xfd,0x00,0x01,0x00,
 0x38,0x00,0x01,0x00,
 };
-const uint64_t mul_mat_vec_q2_K_f32_f32_len = 8356;
+const uint64_t mul_mat_vec_q2_k_f32_f32_len = 8356;
 
-unsigned char mul_mat_vec_q3_K_f16_f32_data[] = {
+unsigned char mul_mat_vec_q3_k_f16_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
 0x85,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x27,0x00,0x00,0x00,
@@ -126984,9 +130672,9 @@ unsigned char mul_mat_vec_q3_K_f16_f32_data[] = {
 0x48,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0x48,0x03,0x00,0x00,
 0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 };
-const uint64_t mul_mat_vec_q3_K_f16_f32_len = 10028;
+const uint64_t mul_mat_vec_q3_k_f16_f32_len = 10028;
 
-unsigned char mul_mat_vec_q3_K_f32_f32_data[] = {
+unsigned char mul_mat_vec_q3_k_f32_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
 0x7d,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x27,0x00,0x00,0x00,
@@ -127814,7 +131502,7 @@ unsigned char mul_mat_vec_q3_K_f32_f32_data[] = {
 0x41,0x03,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 
 };
-const uint64_t mul_mat_vec_q3_K_f32_f32_len = 9900;
+const uint64_t mul_mat_vec_q3_k_f32_f32_len = 9900;
 
 unsigned char mul_mat_vec_q4_0_f16_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
@@ -127825,45 +131513,45 @@ unsigned char mul_mat_vec_q4_0_f16_f32_data[] = {
 0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
 0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0d,0x00,
 0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
-0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x5b,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,0x83,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x47,0x00,0x00,0x00,
+0x50,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,0x83,0x00,0x00,0x00,
 0x93,0x00,0x00,0x00,0xcd,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,
 0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x19,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1c,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x20,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x20,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x20,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x20,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x56,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x57,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x1c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x1d,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0x1e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1e,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x1e,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x20,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x20,0x00,0x00,0x00,
+0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x47,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x4e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x57,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x58,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0x59,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x59,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x59,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x5b,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x5b,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x7e,0x00,0x00,0x00,
+0x4e,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x4e,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x4e,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x4e,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x4e,0x00,0x00,0x00,
+0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x4e,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x4e,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x4e,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x4e,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x4e,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x4e,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x7e,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x83,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0x90,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
@@ -127889,70 +131577,70 @@ unsigned char mul_mat_vec_q4_0_f16_f32_data[] = {
 0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,
 0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x16,0x00,0x03,0x00,0x0e,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x17,0x00,0x04,0x00,0x0f,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x17,0x00,0x04,0x00,0x17,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x18,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x18,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x1b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x1e,0x00,0x0d,0x00,0x20,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x21,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x21,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x15,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x25,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,
-0x36,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x23,0x00,0x00,0x00,0x3c,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x43,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,
-0x48,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x23,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x16,0x00,0x03,0x00,0x53,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x15,0x00,0x04,0x00,0x54,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x55,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
-0x56,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x55,0x00,0x00,0x00,
-0x1e,0x00,0x04,0x00,0x57,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
-0x56,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x58,0x00,0x00,0x00,
-0x57,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x59,0x00,0x00,0x00,
-0x58,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x5a,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x5a,0x00,0x00,0x00,0x5b,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x60,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x23,0x00,0x00,0x00,0x68,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x6a,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x54,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x6f,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0x76,0x00,0x00,0x00,0x00,0x00,0x00,0x41,
-0x3b,0x00,0x04,0x00,0x18,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,
+0x16,0x00,0x03,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x17,0x00,0x04,0x00,0x09,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0x18,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x19,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
+0x1c,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x1e,0x00,0x04,0x00,0x1c,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0x1d,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0x1e,0x00,0x00,0x00,0x1d,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x1f,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x1f,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x21,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x21,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x26,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x21,0x00,0x00,0x00,
+0x2e,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x30,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
+0x0f,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x21,0x00,0x00,0x00,
+0x39,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,0x00,0x00,0x00,0x41,
+0x17,0x00,0x04,0x00,0x45,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x46,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x45,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x46,0x00,0x00,0x00,0x47,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x48,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x49,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x1e,0x00,0x0d,0x00,
+0x4e,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x4f,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x4e,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x4f,0x00,0x00,0x00,
+0x50,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x21,0x00,0x00,0x00,0x51,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x52,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x21,0x00,0x00,0x00,
+0x5d,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x21,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x21,0x00,0x00,0x00,0x69,0x00,0x00,0x00,
+0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x21,0x00,0x00,0x00,
+0x74,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x21,0x00,0x00,0x00,0x79,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x46,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x7f,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x18,0x00,0x00,0x00,0x83,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x46,0x00,0x00,0x00,0x83,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x90,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0x91,0x00,0x00,0x00,
-0x0e,0x00,0x00,0x00,0x90,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0x90,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0x92,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x91,0x00,0x00,0x00,
 0x3b,0x00,0x04,0x00,0x92,0x00,0x00,0x00,0x93,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0x95,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x96,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
+0x96,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
 0x14,0x00,0x02,0x00,0xa2,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xa7,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0xca,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0xcb,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0xcb,0x00,0x00,0x00,
 0xca,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xcc,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
 0xcc,0x00,0x00,0x00,0xcd,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
@@ -127960,61 +131648,61 @@ unsigned char mul_mat_vec_q4_0_f16_f32_data[] = {
 0x08,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xec,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x90,0x00,0x00,0x00,
 0xa7,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x09,0x01,0x00,0x00,
-0x0e,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x0a,0x01,0x00,0x00,
+0x08,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x0a,0x01,0x00,0x00,
 0x09,0x01,0x00,0x00,0x20,0x00,0x04,0x00,0x0b,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x0a,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,
 0x0b,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x12,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x0e,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x14,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,
-0x17,0x00,0x00,0x00,0x15,0x01,0x00,0x00,0x14,0x01,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x2c,0x00,0x05,0x00,
-0x0f,0x00,0x00,0x00,0x62,0x01,0x00,0x00,0x76,0x00,0x00,0x00,
-0x76,0x00,0x00,0x00,0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,
+0x45,0x00,0x00,0x00,0x15,0x01,0x00,0x00,0x14,0x01,0x00,0x00,
+0x48,0x00,0x00,0x00,0x48,0x00,0x00,0x00,0x2c,0x00,0x05,0x00,
+0x09,0x00,0x00,0x00,0x62,0x01,0x00,0x00,0x3d,0x00,0x00,0x00,
+0x3d,0x00,0x00,0x00,0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x1b,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,
+0x49,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,
 0x7f,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x81,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x1b,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x83,0x00,0x00,0x00,
+0x49,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x83,0x00,0x00,0x00,
 0x7f,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x85,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x1b,0x00,0x00,0x00,0x1d,0x01,0x00,0x00,0x19,0x00,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x49,0x00,0x00,0x00,0x1d,0x01,0x00,0x00,0x47,0x00,0x00,0x00,
+0x48,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x1e,0x01,0x00,0x00,0x1d,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
-0x25,0x00,0x00,0x00,0x20,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x52,0x00,0x00,0x00,0x20,0x01,0x00,0x00,0x50,0x00,0x00,0x00,
+0x51,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x21,0x01,0x00,0x00,0x20,0x01,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x22,0x01,0x00,0x00,0x1e,0x01,0x00,0x00,
 0x21,0x01,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x26,0x01,0x00,0x00,0x1e,0x01,0x00,0x00,0x21,0x01,0x00,0x00,
-0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,0x28,0x01,0x00,0x00,
-0x22,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x52,0x00,0x00,0x00,0x28,0x01,0x00,0x00,
+0x50,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x29,0x01,0x00,0x00,0x28,0x01,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2a,0x01,0x00,0x00,
 0x22,0x01,0x00,0x00,0x29,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
-0x25,0x00,0x00,0x00,0x2c,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
-0x36,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x52,0x00,0x00,0x00,0x2c,0x01,0x00,0x00,0x50,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x2d,0x01,0x00,0x00,0x2c,0x01,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x2e,0x01,0x00,0x00,0x26,0x01,0x00,0x00,
-0x2d,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,
-0x30,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x3c,0x00,0x00,0x00,
+0x2d,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x52,0x00,0x00,0x00,
+0x30,0x01,0x00,0x00,0x50,0x00,0x00,0x00,0x69,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x31,0x01,0x00,0x00,
 0x30,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x32,0x01,0x00,0x00,0x2a,0x01,0x00,0x00,0x31,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x34,0x01,0x00,0x00,
 0x32,0x01,0x00,0x00,0x2e,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
-0x25,0x00,0x00,0x00,0x36,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
-0x43,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x52,0x00,0x00,0x00,0x36,0x01,0x00,0x00,0x50,0x00,0x00,0x00,
+0x39,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x37,0x01,0x00,0x00,0x36,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x38,0x01,0x00,0x00,0x34,0x01,0x00,0x00,
-0x37,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,
-0x3a,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x48,0x00,0x00,0x00,
+0x37,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x52,0x00,0x00,0x00,
+0x3a,0x01,0x00,0x00,0x50,0x00,0x00,0x00,0x74,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x3b,0x01,0x00,0x00,
 0x3a,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x3c,0x01,0x00,0x00,0x1e,0x01,0x00,0x00,0x3b,0x01,0x00,0x00,
-0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,0x3e,0x01,0x00,0x00,
-0x22,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x52,0x00,0x00,0x00,0x3e,0x01,0x00,0x00,
+0x50,0x00,0x00,0x00,0x79,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x3f,0x01,0x00,0x00,0x3e,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x40,0x01,0x00,0x00,
 0x1e,0x01,0x00,0x00,0x3f,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
@@ -128024,8 +131712,8 @@ unsigned char mul_mat_vec_q4_0_f16_f32_data[] = {
 0xf8,0x00,0x02,0x00,0x99,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
 0x06,0x00,0x00,0x00,0x5f,0x01,0x00,0x00,0x7f,0x00,0x00,0x00,
 0x05,0x00,0x00,0x00,0xe9,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,0x9f,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x52,0x00,0x00,0x00,0x9f,0x00,0x00,0x00,
+0x50,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xa0,0x00,0x00,0x00,0x9f,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,
 0xa0,0x00,0x00,0x00,0x90,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
@@ -128052,52 +131740,52 @@ unsigned char mul_mat_vec_q4_0_f16_f32_data[] = {
 0x06,0x00,0x00,0x00,0xc0,0x00,0x00,0x00,0x38,0x01,0x00,0x00,
 0xb2,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x47,0x01,0x00,0x00,0xc0,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
-0x41,0x00,0x07,0x00,0x60,0x00,0x00,0x00,0x48,0x01,0x00,0x00,
-0x5b,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,0x47,0x01,0x00,0x00,
-0x5c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x53,0x00,0x00,0x00,
+0x41,0x00,0x07,0x00,0x26,0x00,0x00,0x00,0x48,0x01,0x00,0x00,
+0x20,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x47,0x01,0x00,0x00,
+0x22,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x18,0x00,0x00,0x00,
 0x49,0x01,0x00,0x00,0x48,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0x4a,0x01,0x00,0x00,0x49,0x01,0x00,0x00,
-0x41,0x00,0x08,0x00,0x6a,0x00,0x00,0x00,0x4f,0x01,0x00,0x00,
-0x5b,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,0x47,0x01,0x00,0x00,
-0x68,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x54,0x00,0x00,0x00,0x50,0x01,0x00,0x00,0x4f,0x01,0x00,0x00,
+0x08,0x00,0x00,0x00,0x4a,0x01,0x00,0x00,0x49,0x01,0x00,0x00,
+0x41,0x00,0x08,0x00,0x30,0x00,0x00,0x00,0x4f,0x01,0x00,0x00,
+0x20,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x47,0x01,0x00,0x00,
+0x2e,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x19,0x00,0x00,0x00,0x50,0x01,0x00,0x00,0x4f,0x01,0x00,0x00,
 0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x51,0x01,0x00,0x00,
 0x50,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x53,0x01,0x00,0x00,0x51,0x01,0x00,0x00,0x6f,0x00,0x00,0x00,
-0x70,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0x54,0x01,0x00,0x00,
+0x53,0x01,0x00,0x00,0x51,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0x70,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x54,0x01,0x00,0x00,
 0x53,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x56,0x01,0x00,0x00,0x51,0x01,0x00,0x00,0x43,0x00,0x00,0x00,
-0x70,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0x57,0x01,0x00,0x00,
-0x56,0x01,0x00,0x00,0x50,0x00,0x05,0x00,0x0f,0x00,0x00,0x00,
+0x56,0x01,0x00,0x00,0x51,0x01,0x00,0x00,0x39,0x00,0x00,0x00,
+0x70,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x57,0x01,0x00,0x00,
+0x56,0x01,0x00,0x00,0x50,0x00,0x05,0x00,0x09,0x00,0x00,0x00,
 0x58,0x01,0x00,0x00,0x54,0x01,0x00,0x00,0x57,0x01,0x00,0x00,
-0x83,0x00,0x05,0x00,0x0f,0x00,0x00,0x00,0x5a,0x01,0x00,0x00,
+0x83,0x00,0x05,0x00,0x09,0x00,0x00,0x00,0x5a,0x01,0x00,0x00,
 0x58,0x01,0x00,0x00,0x62,0x01,0x00,0x00,0x8e,0x00,0x05,0x00,
-0x0f,0x00,0x00,0x00,0x5c,0x01,0x00,0x00,0x5a,0x01,0x00,0x00,
-0x4a,0x01,0x00,0x00,0x51,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x5c,0x01,0x00,0x00,0x5a,0x01,0x00,0x00,
+0x4a,0x01,0x00,0x00,0x51,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
 0xc9,0x00,0x00,0x00,0x5c,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
 0x3c,0x01,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xd2,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
-0xb7,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x60,0x00,0x00,0x00,
-0xd3,0x00,0x00,0x00,0xcd,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
-0xd2,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x53,0x00,0x00,0x00,
+0xb7,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x26,0x00,0x00,0x00,
+0xd3,0x00,0x00,0x00,0xcd,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0xd2,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x18,0x00,0x00,0x00,
 0xd4,0x00,0x00,0x00,0xd3,0x00,0x00,0x00,0x73,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,
-0x51,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,0xd8,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,
+0x51,0x00,0x05,0x00,0x08,0x00,0x00,0x00,0xd8,0x00,0x00,0x00,
 0x5c,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xde,0x00,0x00,0x00,0xd2,0x00,0x00,0x00,
-0x55,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x60,0x00,0x00,0x00,
-0xdf,0x00,0x00,0x00,0xcd,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
-0xde,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x53,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x26,0x00,0x00,0x00,
+0xdf,0x00,0x00,0x00,0xcd,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0xde,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x18,0x00,0x00,0x00,
 0xe0,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,0x73,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0xe1,0x00,0x00,0x00,0xe0,0x00,0x00,0x00,
-0x85,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,0xe2,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0xe1,0x00,0x00,0x00,0xe0,0x00,0x00,0x00,
+0x85,0x00,0x05,0x00,0x08,0x00,0x00,0x00,0xe2,0x00,0x00,0x00,
 0xd8,0x00,0x00,0x00,0xe1,0x00,0x00,0x00,0x0c,0x00,0x08,0x00,
-0x0e,0x00,0x00,0x00,0xe3,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0xe3,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x32,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,
-0xe2,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0xe2,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0xe5,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0x81,0x00,0x05,0x00,
-0x0e,0x00,0x00,0x00,0xe6,0x00,0x00,0x00,0xe5,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0xe6,0x00,0x00,0x00,0xe5,0x00,0x00,0x00,
 0xe3,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,0x97,0x00,0x00,0x00,
 0xe6,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xe9,0x00,0x00,0x00,0x5f,0x01,0x00,0x00,0xa7,0x00,0x00,0x00,
@@ -128120,10 +131808,10 @@ unsigned char mul_mat_vec_q4_0_f16_f32_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
 0x85,0x00,0x00,0x00,0x60,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0x96,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,0x93,0x00,0x00,0x00,
-0xfc,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0xfc,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0xfe,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x97,0x00,0x00,0x00,
-0x81,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,0x01,0x01,0x00,0x00,
+0x08,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x97,0x00,0x00,0x00,
+0x81,0x00,0x05,0x00,0x08,0x00,0x00,0x00,0x01,0x01,0x00,0x00,
 0x00,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x97,0x00,0x00,0x00,0x01,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xf8,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xf8,0x00,0x00,0x00,
@@ -128131,7 +131819,7 @@ unsigned char mul_mat_vec_q4_0_f16_f32_data[] = {
 0xea,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xf0,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xf0,0x00,0x00,0x00,0xc2,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x04,0x01,0x00,0x00,0x60,0x01,0x00,0x00,
-0x68,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xed,0x00,0x00,0x00,
+0x2e,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xed,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xef,0x00,0x00,0x00,0xaa,0x00,0x05,0x00,
 0xa2,0x00,0x00,0x00,0x06,0x01,0x00,0x00,0x85,0x00,0x00,0x00,
 0x7f,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,0x08,0x01,0x00,0x00,
@@ -128140,10 +131828,10 @@ unsigned char mul_mat_vec_q4_0_f16_f32_data[] = {
 0x07,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x0f,0x01,0x00,0x00,0x40,0x01,0x00,0x00,0x81,0x00,0x00,0x00,
 0x41,0x00,0x05,0x00,0x96,0x00,0x00,0x00,0x10,0x01,0x00,0x00,
-0x93,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0x11,0x01,0x00,0x00,0x10,0x01,0x00,0x00,
+0x93,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0x11,0x01,0x00,0x00,0x10,0x01,0x00,0x00,
 0x41,0x00,0x06,0x00,0x12,0x01,0x00,0x00,0x13,0x01,0x00,0x00,
-0x0c,0x01,0x00,0x00,0x5c,0x00,0x00,0x00,0x0f,0x01,0x00,0x00,
+0x0c,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x0f,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x13,0x01,0x00,0x00,0x11,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x08,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x08,0x01,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
@@ -128160,45 +131848,45 @@ unsigned char mul_mat_vec_q4_0_f32_f32_data[] = {
 0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
 0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0d,0x00,
 0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
-0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x5b,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,0x83,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x47,0x00,0x00,0x00,
+0x50,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,0x83,0x00,0x00,0x00,
 0x93,0x00,0x00,0x00,0xcd,0x00,0x00,0x00,0x0b,0x01,0x00,0x00,
 0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x19,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1c,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x20,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x20,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x20,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x20,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x56,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x57,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x1c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x1d,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x12,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0x1e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1e,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x1e,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x20,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x20,0x00,0x00,0x00,
+0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x47,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x4e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x57,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x58,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x12,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0x59,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x59,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x59,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x5b,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x5b,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x7e,0x00,0x00,0x00,
+0x4e,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x4e,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x4e,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x4e,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x4e,0x00,0x00,0x00,
+0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x4e,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x4e,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x4e,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x4e,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x4e,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x4e,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x7e,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x83,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0x90,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
@@ -128224,132 +131912,132 @@ unsigned char mul_mat_vec_q4_0_f32_f32_data[] = {
 0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,
 0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x16,0x00,0x03,0x00,0x0e,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x17,0x00,0x04,0x00,0x0f,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x17,0x00,0x04,0x00,0x17,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x18,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x18,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x1b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x1e,0x00,0x0d,0x00,0x20,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x21,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x21,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x15,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x25,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,
-0x36,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x23,0x00,0x00,0x00,0x3c,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x43,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,
-0x48,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x23,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x16,0x00,0x03,0x00,0x53,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x15,0x00,0x04,0x00,0x54,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x55,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
-0x56,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x55,0x00,0x00,0x00,
-0x1e,0x00,0x04,0x00,0x57,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
-0x56,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x58,0x00,0x00,0x00,
-0x57,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x59,0x00,0x00,0x00,
-0x58,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x5a,0x00,0x00,0x00,
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+0x38,0x01,0x00,0x00,0x50,0x00,0x00,0x00,0x74,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x39,0x01,0x00,0x00,
 0x38,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x3a,0x01,0x00,0x00,0x1c,0x01,0x00,0x00,0x39,0x01,0x00,0x00,
-0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,0x3c,0x01,0x00,0x00,
-0x22,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x52,0x00,0x00,0x00,0x3c,0x01,0x00,0x00,
+0x50,0x00,0x00,0x00,0x79,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x3d,0x01,0x00,0x00,0x3c,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3e,0x01,0x00,0x00,
 0x1c,0x01,0x00,0x00,0x3d,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
@@ -128359,8 +132047,8 @@ unsigned char mul_mat_vec_q4_0_f32_f32_data[] = {
 0xf8,0x00,0x02,0x00,0x99,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,
 0x06,0x00,0x00,0x00,0x5d,0x01,0x00,0x00,0x7f,0x00,0x00,0x00,
 0x05,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0x9a,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,0x9f,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x52,0x00,0x00,0x00,0x9f,0x00,0x00,0x00,
+0x50,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xa0,0x00,0x00,0x00,0x9f,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa1,0x00,0x00,0x00,
 0xa0,0x00,0x00,0x00,0x90,0x00,0x00,0x00,0xb0,0x00,0x05,0x00,
@@ -128387,49 +132075,49 @@ unsigned char mul_mat_vec_q4_0_f32_f32_data[] = {
 0x06,0x00,0x00,0x00,0xc0,0x00,0x00,0x00,0x36,0x01,0x00,0x00,
 0xb2,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x45,0x01,0x00,0x00,0xc0,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
-0x41,0x00,0x07,0x00,0x60,0x00,0x00,0x00,0x46,0x01,0x00,0x00,
-0x5b,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,0x45,0x01,0x00,0x00,
-0x5c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x53,0x00,0x00,0x00,
+0x41,0x00,0x07,0x00,0x26,0x00,0x00,0x00,0x46,0x01,0x00,0x00,
+0x20,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x45,0x01,0x00,0x00,
+0x22,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x18,0x00,0x00,0x00,
 0x47,0x01,0x00,0x00,0x46,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0x48,0x01,0x00,0x00,0x47,0x01,0x00,0x00,
-0x41,0x00,0x08,0x00,0x6a,0x00,0x00,0x00,0x4d,0x01,0x00,0x00,
-0x5b,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,0x45,0x01,0x00,0x00,
-0x68,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x54,0x00,0x00,0x00,0x4e,0x01,0x00,0x00,0x4d,0x01,0x00,0x00,
+0x08,0x00,0x00,0x00,0x48,0x01,0x00,0x00,0x47,0x01,0x00,0x00,
+0x41,0x00,0x08,0x00,0x30,0x00,0x00,0x00,0x4d,0x01,0x00,0x00,
+0x20,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x45,0x01,0x00,0x00,
+0x2e,0x00,0x00,0x00,0xb7,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x19,0x00,0x00,0x00,0x4e,0x01,0x00,0x00,0x4d,0x01,0x00,0x00,
 0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4f,0x01,0x00,0x00,
 0x4e,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x51,0x01,0x00,0x00,0x4f,0x01,0x00,0x00,0x6f,0x00,0x00,0x00,
-0x70,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0x52,0x01,0x00,0x00,
+0x51,0x01,0x00,0x00,0x4f,0x01,0x00,0x00,0x35,0x00,0x00,0x00,
+0x70,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x52,0x01,0x00,0x00,
 0x51,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x54,0x01,0x00,0x00,0x4f,0x01,0x00,0x00,0x43,0x00,0x00,0x00,
-0x70,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0x55,0x01,0x00,0x00,
-0x54,0x01,0x00,0x00,0x50,0x00,0x05,0x00,0x0f,0x00,0x00,0x00,
+0x54,0x01,0x00,0x00,0x4f,0x01,0x00,0x00,0x39,0x00,0x00,0x00,
+0x70,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x55,0x01,0x00,0x00,
+0x54,0x01,0x00,0x00,0x50,0x00,0x05,0x00,0x09,0x00,0x00,0x00,
 0x56,0x01,0x00,0x00,0x52,0x01,0x00,0x00,0x55,0x01,0x00,0x00,
-0x83,0x00,0x05,0x00,0x0f,0x00,0x00,0x00,0x58,0x01,0x00,0x00,
+0x83,0x00,0x05,0x00,0x09,0x00,0x00,0x00,0x58,0x01,0x00,0x00,
 0x56,0x01,0x00,0x00,0x60,0x01,0x00,0x00,0x8e,0x00,0x05,0x00,
-0x0f,0x00,0x00,0x00,0x5a,0x01,0x00,0x00,0x58,0x01,0x00,0x00,
-0x48,0x01,0x00,0x00,0x51,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x5a,0x01,0x00,0x00,0x58,0x01,0x00,0x00,
+0x48,0x01,0x00,0x00,0x51,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
 0xc9,0x00,0x00,0x00,0x5a,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
 0x3a,0x01,0x00,0x00,0xbc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xd2,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xb7,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0xd3,0x00,0x00,0x00,
-0xd4,0x00,0x00,0x00,0xcd,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
-0xd2,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0xd4,0x00,0x00,0x00,0xcd,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0xd2,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0xd5,0x00,0x00,0x00,0xd4,0x00,0x00,0x00,0x51,0x00,0x05,0x00,
-0x0e,0x00,0x00,0x00,0xd8,0x00,0x00,0x00,0x5a,0x01,0x00,0x00,
+0x08,0x00,0x00,0x00,0xd8,0x00,0x00,0x00,0x5a,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xde,0x00,0x00,0x00,0xd2,0x00,0x00,0x00,0x55,0x00,0x00,0x00,
+0xde,0x00,0x00,0x00,0xd2,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
 0x41,0x00,0x06,0x00,0xd3,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,
-0xcd,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,0xde,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0xe0,0x00,0x00,0x00,
-0xdf,0x00,0x00,0x00,0x85,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,
+0xcd,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0xde,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xe0,0x00,0x00,0x00,
+0xdf,0x00,0x00,0x00,0x85,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
 0xe1,0x00,0x00,0x00,0xd8,0x00,0x00,0x00,0xe0,0x00,0x00,0x00,
-0x0c,0x00,0x08,0x00,0x0e,0x00,0x00,0x00,0xe2,0x00,0x00,0x00,
+0x0c,0x00,0x08,0x00,0x08,0x00,0x00,0x00,0xe2,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,
 0xd5,0x00,0x00,0x00,0xe1,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0xe4,0x00,0x00,0x00,0x97,0x00,0x00,0x00,
-0x81,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,0xe5,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0xe4,0x00,0x00,0x00,0x97,0x00,0x00,0x00,
+0x81,0x00,0x05,0x00,0x08,0x00,0x00,0x00,0xe5,0x00,0x00,0x00,
 0xe4,0x00,0x00,0x00,0xe2,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x97,0x00,0x00,0x00,0xe5,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0x5d,0x01,0x00,0x00,
@@ -128453,9 +132141,9 @@ unsigned char mul_mat_vec_q4_0_f32_f32_data[] = {
 0xfb,0x00,0x00,0x00,0x85,0x00,0x00,0x00,0x5e,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x96,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
 0x93,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0xff,0x00,0x00,0x00,
-0x97,0x00,0x00,0x00,0x81,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xff,0x00,0x00,0x00,
+0x97,0x00,0x00,0x00,0x81,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
 0x00,0x01,0x00,0x00,0xff,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x97,0x00,0x00,0x00,0x00,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xf7,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
@@ -128463,7 +132151,7 @@ unsigned char mul_mat_vec_q4_0_f32_f32_data[] = {
 0xa7,0x00,0x00,0x00,0xe9,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xef,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xef,0x00,0x00,0x00,
 0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x03,0x01,0x00,0x00,
-0x5e,0x01,0x00,0x00,0x68,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x5e,0x01,0x00,0x00,0x2e,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xec,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xee,0x00,0x00,0x00,
 0xaa,0x00,0x05,0x00,0xa2,0x00,0x00,0x00,0x05,0x01,0x00,0x00,
 0x85,0x00,0x00,0x00,0x7f,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,
@@ -128472,10 +132160,10 @@ unsigned char mul_mat_vec_q4_0_f32_f32_data[] = {
 0xf8,0x00,0x02,0x00,0x06,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x0e,0x01,0x00,0x00,0x3e,0x01,0x00,0x00,
 0x81,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x96,0x00,0x00,0x00,
-0x0f,0x01,0x00,0x00,0x93,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0x10,0x01,0x00,0x00,
+0x0f,0x01,0x00,0x00,0x93,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x10,0x01,0x00,0x00,
 0x0f,0x01,0x00,0x00,0x41,0x00,0x06,0x00,0xd3,0x00,0x00,0x00,
-0x11,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,0x5c,0x00,0x00,0x00,
+0x11,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
 0x0e,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x11,0x01,0x00,0x00,
 0x10,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x07,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x07,0x01,0x00,0x00,0xfd,0x00,0x01,0x00,
@@ -128492,46 +132180,46 @@ unsigned char mul_mat_vec_q4_1_f16_f32_data[] = {
 0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
 0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0d,0x00,
 0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
-0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x5b,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x8b,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
+0x58,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x8b,0x00,0x00,0x00,
 0x9b,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0x14,0x01,0x00,0x00,
 0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x19,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1c,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x20,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x20,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x20,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x20,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x56,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x57,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x57,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x57,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x58,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x59,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x59,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x59,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x5b,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x5b,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x1c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x1c,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x1d,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
+0x1e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x1e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
+0x1e,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x20,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x20,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4f,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x56,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x56,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x56,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x56,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x56,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x56,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x56,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x56,0x00,0x00,0x00,
+0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x56,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x56,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x56,0x00,0x00,0x00,
+0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x56,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0x86,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x8b,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
@@ -128558,70 +132246,70 @@ unsigned char mul_mat_vec_q4_1_f16_f32_data[] = {
 0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
-0x0e,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x17,0x00,0x04,0x00,
-0x0f,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x17,0x00,0x04,0x00,0x17,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x18,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x18,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x17,0x00,0x04,0x00,
+0x09,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x16,0x00,0x03,0x00,0x18,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
+0x15,0x00,0x04,0x00,0x19,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
+0x1b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x1e,0x00,0x05,0x00,0x1c,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0x1d,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0x1e,0x00,0x00,0x00,0x1d,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x1f,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x1f,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x21,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x21,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x26,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x21,0x00,0x00,0x00,
+0x2e,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x21,0x00,0x00,0x00,0x36,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x38,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x19,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x3d,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x21,0x00,0x00,0x00,0x41,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x17,0x00,0x04,0x00,0x4d,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x4e,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x4e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x51,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x1e,0x00,0x0d,0x00,
-0x20,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x56,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x21,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x21,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
-0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x25,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x36,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,
-0x3c,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x23,0x00,0x00,0x00,0x43,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x48,0x00,0x00,0x00,
-0x05,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,
-0x4d,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
-0x53,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
-0x54,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,
-0x10,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0x56,0x00,0x00,0x00,
-0x54,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x1e,0x00,0x05,0x00,
-0x57,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
-0x56,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x58,0x00,0x00,0x00,
-0x57,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x59,0x00,0x00,0x00,
-0x58,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x5a,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x5a,0x00,0x00,0x00,0x5b,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x60,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x23,0x00,0x00,0x00,0x68,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x70,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x72,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x18,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x57,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x56,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x57,0x00,0x00,0x00,
+0x58,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x21,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x5a,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x21,0x00,0x00,0x00,
+0x65,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x21,0x00,0x00,0x00,0x6b,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x21,0x00,0x00,0x00,0x71,0x00,0x00,0x00,
+0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x21,0x00,0x00,0x00,
+0x7c,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x21,0x00,0x00,0x00,0x81,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x4e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x87,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x18,0x00,0x00,0x00,0x8b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x4e,0x00,0x00,0x00,0x8b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x98,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0x99,0x00,0x00,0x00,
-0x0e,0x00,0x00,0x00,0x98,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0x98,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0x9a,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x99,0x00,0x00,0x00,
 0x3b,0x00,0x04,0x00,0x9a,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0x9d,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x9e,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
+0x9e,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
 0x14,0x00,0x02,0x00,0xaa,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xaf,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xba,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0xd2,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0xd3,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0xd3,0x00,0x00,0x00,
 0xd2,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xd4,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0xd3,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
 0xd4,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
@@ -128629,59 +132317,59 @@ unsigned char mul_mat_vec_q4_1_f16_f32_data[] = {
 0x08,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xf4,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x98,0x00,0x00,0x00,
 0xaf,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x11,0x01,0x00,0x00,
-0x0e,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x12,0x01,0x00,0x00,
+0x08,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x12,0x01,0x00,0x00,
 0x11,0x01,0x00,0x00,0x20,0x00,0x04,0x00,0x13,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x12,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,
 0x13,0x01,0x00,0x00,0x14,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x1a,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x0e,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x1c,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,
-0x17,0x00,0x00,0x00,0x1d,0x01,0x00,0x00,0x1c,0x01,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x36,0x00,0x05,0x00,
+0x4d,0x00,0x00,0x00,0x1d,0x01,0x00,0x00,0x1c,0x01,0x00,0x00,
+0x50,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x36,0x00,0x05,0x00,
 0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x1b,0x00,0x00,0x00,0x88,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x51,0x00,0x00,0x00,0x88,0x00,0x00,0x00,
 0x86,0x00,0x00,0x00,0x87,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x89,0x00,0x00,0x00,0x88,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x1b,0x00,0x00,0x00,0x8c,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x51,0x00,0x00,0x00,0x8c,0x00,0x00,0x00,
 0x8b,0x00,0x00,0x00,0x87,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x8d,0x00,0x00,0x00,0x8c,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x1b,0x00,0x00,0x00,0x25,0x01,0x00,0x00,
-0x19,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x51,0x00,0x00,0x00,0x25,0x01,0x00,0x00,
+0x4f,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x26,0x01,0x00,0x00,0x25,0x01,0x00,0x00,
-0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,0x28,0x01,0x00,0x00,
-0x22,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x5a,0x00,0x00,0x00,0x28,0x01,0x00,0x00,
+0x58,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x29,0x01,0x00,0x00,0x28,0x01,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2a,0x01,0x00,0x00,
 0x26,0x01,0x00,0x00,0x29,0x01,0x00,0x00,0x89,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x2e,0x01,0x00,0x00,0x26,0x01,0x00,0x00,
-0x29,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,
-0x30,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
+0x29,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x5a,0x00,0x00,0x00,
+0x30,0x01,0x00,0x00,0x58,0x00,0x00,0x00,0x65,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x31,0x01,0x00,0x00,
 0x30,0x01,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x32,0x01,0x00,0x00,0x2a,0x01,0x00,0x00,0x31,0x01,0x00,0x00,
-0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,0x34,0x01,0x00,0x00,
-0x22,0x00,0x00,0x00,0x36,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x5a,0x00,0x00,0x00,0x34,0x01,0x00,0x00,
+0x58,0x00,0x00,0x00,0x6b,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x35,0x01,0x00,0x00,0x34,0x01,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x36,0x01,0x00,0x00,
 0x2e,0x01,0x00,0x00,0x35,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
-0x25,0x00,0x00,0x00,0x38,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
-0x3c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x5a,0x00,0x00,0x00,0x38,0x01,0x00,0x00,0x58,0x00,0x00,0x00,
+0x71,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x39,0x01,0x00,0x00,0x38,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x3a,0x01,0x00,0x00,0x32,0x01,0x00,0x00,
 0x39,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x3c,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0x36,0x01,0x00,0x00,
-0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,0x3e,0x01,0x00,0x00,
-0x22,0x00,0x00,0x00,0x43,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x5a,0x00,0x00,0x00,0x3e,0x01,0x00,0x00,
+0x58,0x00,0x00,0x00,0x41,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x3f,0x01,0x00,0x00,0x3e,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x40,0x01,0x00,0x00,
 0x3c,0x01,0x00,0x00,0x3f,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
-0x25,0x00,0x00,0x00,0x42,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
-0x48,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x5a,0x00,0x00,0x00,0x42,0x01,0x00,0x00,0x58,0x00,0x00,0x00,
+0x7c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x43,0x01,0x00,0x00,0x42,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x44,0x01,0x00,0x00,0x26,0x01,0x00,0x00,
-0x43,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,
-0x46,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
+0x43,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x5a,0x00,0x00,0x00,
+0x46,0x01,0x00,0x00,0x58,0x00,0x00,0x00,0x81,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x47,0x01,0x00,0x00,
 0x46,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x48,0x01,0x00,0x00,0x26,0x01,0x00,0x00,0x47,0x01,0x00,0x00,
@@ -128691,8 +132379,8 @@ unsigned char mul_mat_vec_q4_1_f16_f32_data[] = {
 0xa1,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xa1,0x00,0x00,0x00,
 0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x6f,0x01,0x00,0x00,
 0x87,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0xf1,0x00,0x00,0x00,
-0xa2,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,
-0xa7,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
+0xa2,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x5a,0x00,0x00,0x00,
+0xa7,0x00,0x00,0x00,0x58,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,
 0xa7,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xa9,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,0x98,0x00,0x00,0x00,
@@ -128719,59 +132407,59 @@ unsigned char mul_mat_vec_q4_1_f16_f32_data[] = {
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc8,0x00,0x00,0x00,
 0x40,0x01,0x00,0x00,0xba,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x50,0x01,0x00,0x00,0xc8,0x00,0x00,0x00,
-0xbb,0x00,0x00,0x00,0x41,0x00,0x07,0x00,0x60,0x00,0x00,0x00,
-0x51,0x01,0x00,0x00,0x5b,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
-0x50,0x01,0x00,0x00,0x5c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x53,0x00,0x00,0x00,0x52,0x01,0x00,0x00,0x51,0x01,0x00,0x00,
-0x73,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0x53,0x01,0x00,0x00,
-0x52,0x01,0x00,0x00,0x41,0x00,0x07,0x00,0x60,0x00,0x00,0x00,
-0x57,0x01,0x00,0x00,0x5b,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
-0x50,0x01,0x00,0x00,0x68,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x53,0x00,0x00,0x00,0x58,0x01,0x00,0x00,0x57,0x01,0x00,0x00,
-0x73,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0x59,0x01,0x00,0x00,
-0x58,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x72,0x00,0x00,0x00,
-0x5e,0x01,0x00,0x00,0x5b,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
-0x50,0x01,0x00,0x00,0x70,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x54,0x00,0x00,0x00,0x5f,0x01,0x00,0x00,
+0xbb,0x00,0x00,0x00,0x41,0x00,0x07,0x00,0x26,0x00,0x00,0x00,
+0x51,0x01,0x00,0x00,0x20,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x50,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x18,0x00,0x00,0x00,0x52,0x01,0x00,0x00,0x51,0x01,0x00,0x00,
+0x73,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x53,0x01,0x00,0x00,
+0x52,0x01,0x00,0x00,0x41,0x00,0x07,0x00,0x26,0x00,0x00,0x00,
+0x57,0x01,0x00,0x00,0x20,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x50,0x01,0x00,0x00,0x2e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x18,0x00,0x00,0x00,0x58,0x01,0x00,0x00,0x57,0x01,0x00,0x00,
+0x73,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x59,0x01,0x00,0x00,
+0x58,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x38,0x00,0x00,0x00,
+0x5e,0x01,0x00,0x00,0x20,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x50,0x01,0x00,0x00,0x36,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x19,0x00,0x00,0x00,0x5f,0x01,0x00,0x00,
 0x5e,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x60,0x01,0x00,0x00,0x5f,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x62,0x01,0x00,0x00,0x60,0x01,0x00,0x00,
-0x77,0x00,0x00,0x00,0x70,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0x3d,0x00,0x00,0x00,0x70,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0x63,0x01,0x00,0x00,0x62,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x65,0x01,0x00,0x00,0x60,0x01,0x00,0x00,
-0x43,0x00,0x00,0x00,0x70,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0x41,0x00,0x00,0x00,0x70,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0x66,0x01,0x00,0x00,0x65,0x01,0x00,0x00,0x50,0x00,0x05,0x00,
-0x0f,0x00,0x00,0x00,0x67,0x01,0x00,0x00,0x63,0x01,0x00,0x00,
-0x66,0x01,0x00,0x00,0x8e,0x00,0x05,0x00,0x0f,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x67,0x01,0x00,0x00,0x63,0x01,0x00,0x00,
+0x66,0x01,0x00,0x00,0x8e,0x00,0x05,0x00,0x09,0x00,0x00,0x00,
 0x69,0x01,0x00,0x00,0x67,0x01,0x00,0x00,0x53,0x01,0x00,0x00,
-0x50,0x00,0x05,0x00,0x0f,0x00,0x00,0x00,0x6b,0x01,0x00,0x00,
+0x50,0x00,0x05,0x00,0x09,0x00,0x00,0x00,0x6b,0x01,0x00,0x00,
 0x59,0x01,0x00,0x00,0x59,0x01,0x00,0x00,0x81,0x00,0x05,0x00,
-0x0f,0x00,0x00,0x00,0x6c,0x01,0x00,0x00,0x69,0x01,0x00,0x00,
-0x6b,0x01,0x00,0x00,0x51,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x6c,0x01,0x00,0x00,0x69,0x01,0x00,0x00,
+0x6b,0x01,0x00,0x00,0x51,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
 0xd1,0x00,0x00,0x00,0x6c,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd8,0x00,0x00,0x00,
 0x44,0x01,0x00,0x00,0xc4,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xda,0x00,0x00,0x00,0xd8,0x00,0x00,0x00,
-0xbf,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x60,0x00,0x00,0x00,
-0xdb,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
-0xda,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x53,0x00,0x00,0x00,
+0xbf,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x26,0x00,0x00,0x00,
+0xdb,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0xda,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x18,0x00,0x00,0x00,
 0xdc,0x00,0x00,0x00,0xdb,0x00,0x00,0x00,0x73,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0xdd,0x00,0x00,0x00,0xdc,0x00,0x00,0x00,
-0x51,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,0xe0,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0xdd,0x00,0x00,0x00,0xdc,0x00,0x00,0x00,
+0x51,0x00,0x05,0x00,0x08,0x00,0x00,0x00,0xe0,0x00,0x00,0x00,
 0x6c,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xe6,0x00,0x00,0x00,0xda,0x00,0x00,0x00,
-0x55,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x60,0x00,0x00,0x00,
-0xe7,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
-0xe6,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x53,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x26,0x00,0x00,0x00,
+0xe7,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0xe6,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x18,0x00,0x00,0x00,
 0xe8,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,0x73,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0xe9,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,
-0x85,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,0xea,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0xe9,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,
+0x85,0x00,0x05,0x00,0x08,0x00,0x00,0x00,0xea,0x00,0x00,0x00,
 0xe0,0x00,0x00,0x00,0xe9,0x00,0x00,0x00,0x0c,0x00,0x08,0x00,
-0x0e,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0xeb,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x32,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,0xdd,0x00,0x00,0x00,
-0xea,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0xea,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0xed,0x00,0x00,0x00,0x9f,0x00,0x00,0x00,0x81,0x00,0x05,0x00,
-0x0e,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0xed,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0xee,0x00,0x00,0x00,0xed,0x00,0x00,0x00,
 0xeb,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,0x9f,0x00,0x00,0x00,
 0xee,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xf1,0x00,0x00,0x00,0x6f,0x01,0x00,0x00,0xaf,0x00,0x00,0x00,
@@ -128794,10 +132482,10 @@ unsigned char mul_mat_vec_q4_1_f16_f32_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x04,0x01,0x00,0x00,
 0x8d,0x00,0x00,0x00,0x70,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0x9e,0x00,0x00,0x00,0x05,0x01,0x00,0x00,0x9b,0x00,0x00,0x00,
-0x04,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0x04,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0x06,0x01,0x00,0x00,0x05,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0x08,0x01,0x00,0x00,0x9f,0x00,0x00,0x00,
-0x81,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,0x09,0x01,0x00,0x00,
+0x08,0x00,0x00,0x00,0x08,0x01,0x00,0x00,0x9f,0x00,0x00,0x00,
+0x81,0x00,0x05,0x00,0x08,0x00,0x00,0x00,0x09,0x01,0x00,0x00,
 0x08,0x01,0x00,0x00,0x06,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x9f,0x00,0x00,0x00,0x09,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x00,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x00,0x01,0x00,0x00,
@@ -128805,7 +132493,7 @@ unsigned char mul_mat_vec_q4_1_f16_f32_data[] = {
 0xf2,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xf8,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xf8,0x00,0x00,0x00,0xc2,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,0x70,0x01,0x00,0x00,
-0x68,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xf5,0x00,0x00,0x00,
+0x2e,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xf5,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xf7,0x00,0x00,0x00,0xaa,0x00,0x05,0x00,
 0xaa,0x00,0x00,0x00,0x0e,0x01,0x00,0x00,0x8d,0x00,0x00,0x00,
 0x87,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,0x10,0x01,0x00,0x00,
@@ -128814,10 +132502,10 @@ unsigned char mul_mat_vec_q4_1_f16_f32_data[] = {
 0x0f,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x17,0x01,0x00,0x00,0x48,0x01,0x00,0x00,0x89,0x00,0x00,0x00,
 0x41,0x00,0x05,0x00,0x9e,0x00,0x00,0x00,0x18,0x01,0x00,0x00,
-0x9b,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0x19,0x01,0x00,0x00,0x18,0x01,0x00,0x00,
+0x9b,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0x19,0x01,0x00,0x00,0x18,0x01,0x00,0x00,
 0x41,0x00,0x06,0x00,0x1a,0x01,0x00,0x00,0x1b,0x01,0x00,0x00,
-0x14,0x01,0x00,0x00,0x5c,0x00,0x00,0x00,0x17,0x01,0x00,0x00,
+0x14,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x17,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x1b,0x01,0x00,0x00,0x19,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x10,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x10,0x01,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
@@ -128834,46 +132522,46 @@ unsigned char mul_mat_vec_q4_1_f32_f32_data[] = {
 0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
 0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0d,0x00,
 0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
-0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x5b,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x8b,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
+0x58,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x8b,0x00,0x00,0x00,
 0x9b,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0x13,0x01,0x00,0x00,
 0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x19,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1c,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x20,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x20,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x20,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x20,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x56,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x57,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x57,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x57,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x58,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x59,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x59,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x59,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x5b,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x5b,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x1c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x1c,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x1d,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
+0x1e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x1e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
+0x1e,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x20,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x20,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4f,0x00,0x00,0x00,
+0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x56,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x56,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x56,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x56,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x56,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x56,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x56,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x56,0x00,0x00,0x00,
+0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x56,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x56,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x56,0x00,0x00,0x00,
+0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x56,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0x86,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x8b,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
@@ -128900,130 +132588,130 @@ unsigned char mul_mat_vec_q4_1_f32_f32_data[] = {
 0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
-0x0e,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x17,0x00,0x04,0x00,
-0x0f,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x17,0x00,0x04,0x00,0x17,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x18,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x18,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x17,0x00,0x04,0x00,
+0x09,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x16,0x00,0x03,0x00,0x18,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
+0x15,0x00,0x04,0x00,0x19,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
+0x1b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x1e,0x00,0x05,0x00,0x1c,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0x1d,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0x1e,0x00,0x00,0x00,0x1d,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x1f,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x1f,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x21,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x21,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x26,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x21,0x00,0x00,0x00,
+0x2e,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x21,0x00,0x00,0x00,0x36,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x38,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x19,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x3d,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x21,0x00,0x00,0x00,0x41,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x17,0x00,0x04,0x00,0x4d,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x4e,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x4e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x51,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x1e,0x00,0x0d,0x00,
-0x20,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x56,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x21,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x21,0x00,0x00,0x00,
-0x22,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
-0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x25,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x36,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,
-0x3c,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x23,0x00,0x00,0x00,0x43,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x48,0x00,0x00,0x00,
-0x05,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,
-0x4d,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
-0x53,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
-0x54,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,
-0x10,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0x56,0x00,0x00,0x00,
-0x54,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x1e,0x00,0x05,0x00,
-0x57,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
-0x56,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x58,0x00,0x00,0x00,
-0x57,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x59,0x00,0x00,0x00,
-0x58,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x5a,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x5a,0x00,0x00,0x00,0x5b,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x60,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x23,0x00,0x00,0x00,0x68,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x70,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x72,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x18,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x57,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x56,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x57,0x00,0x00,0x00,
+0x58,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x21,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x5a,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x21,0x00,0x00,0x00,
+0x65,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x21,0x00,0x00,0x00,0x6b,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x21,0x00,0x00,0x00,0x71,0x00,0x00,0x00,
+0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x21,0x00,0x00,0x00,
+0x7c,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x21,0x00,0x00,0x00,0x81,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x4e,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x87,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x18,0x00,0x00,0x00,0x8b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x4e,0x00,0x00,0x00,0x8b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x98,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0x99,0x00,0x00,0x00,
-0x0e,0x00,0x00,0x00,0x98,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0x98,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0x9a,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x99,0x00,0x00,0x00,
 0x3b,0x00,0x04,0x00,0x9a,0x00,0x00,0x00,0x9b,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0x9d,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x9e,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
+0x9e,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
 0x14,0x00,0x02,0x00,0xaa,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xaf,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xba,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0xd2,0x00,0x00,0x00,
-0x0e,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0xd3,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0xd3,0x00,0x00,0x00,
 0xd2,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xd4,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0xd3,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
 0xd4,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0xdb,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x0e,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xf1,0x00,0x00,0x00,0x08,0x01,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
 0x98,0x00,0x00,0x00,0xaf,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
-0x10,0x01,0x00,0x00,0x0e,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0x10,0x01,0x00,0x00,0x08,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
 0x11,0x01,0x00,0x00,0x10,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
 0x12,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x11,0x01,0x00,0x00,
 0x3b,0x00,0x04,0x00,0x12,0x01,0x00,0x00,0x13,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x1a,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,
-0x17,0x00,0x00,0x00,0x1b,0x01,0x00,0x00,0x1a,0x01,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x36,0x00,0x05,0x00,
+0x4d,0x00,0x00,0x00,0x1b,0x01,0x00,0x00,0x1a,0x01,0x00,0x00,
+0x50,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x36,0x00,0x05,0x00,
 0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x1b,0x00,0x00,0x00,0x88,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x51,0x00,0x00,0x00,0x88,0x00,0x00,0x00,
 0x86,0x00,0x00,0x00,0x87,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x89,0x00,0x00,0x00,0x88,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x1b,0x00,0x00,0x00,0x8c,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x51,0x00,0x00,0x00,0x8c,0x00,0x00,0x00,
 0x8b,0x00,0x00,0x00,0x87,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x8d,0x00,0x00,0x00,0x8c,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x1b,0x00,0x00,0x00,0x23,0x01,0x00,0x00,
-0x19,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x51,0x00,0x00,0x00,0x23,0x01,0x00,0x00,
+0x4f,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x24,0x01,0x00,0x00,0x23,0x01,0x00,0x00,
-0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,0x26,0x01,0x00,0x00,
-0x22,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x5a,0x00,0x00,0x00,0x26,0x01,0x00,0x00,
+0x58,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x27,0x01,0x00,0x00,0x26,0x01,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x28,0x01,0x00,0x00,
 0x24,0x01,0x00,0x00,0x27,0x01,0x00,0x00,0x89,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x2c,0x01,0x00,0x00,0x24,0x01,0x00,0x00,
-0x27,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,
-0x2e,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
+0x27,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x5a,0x00,0x00,0x00,
+0x2e,0x01,0x00,0x00,0x58,0x00,0x00,0x00,0x65,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x2f,0x01,0x00,0x00,
 0x2e,0x01,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x30,0x01,0x00,0x00,0x28,0x01,0x00,0x00,0x2f,0x01,0x00,0x00,
-0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,0x32,0x01,0x00,0x00,
-0x22,0x00,0x00,0x00,0x36,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x5a,0x00,0x00,0x00,0x32,0x01,0x00,0x00,
+0x58,0x00,0x00,0x00,0x6b,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x33,0x01,0x00,0x00,0x32,0x01,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x34,0x01,0x00,0x00,
 0x2c,0x01,0x00,0x00,0x33,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
-0x25,0x00,0x00,0x00,0x36,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
-0x3c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x5a,0x00,0x00,0x00,0x36,0x01,0x00,0x00,0x58,0x00,0x00,0x00,
+0x71,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x37,0x01,0x00,0x00,0x36,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x38,0x01,0x00,0x00,0x30,0x01,0x00,0x00,
 0x37,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x3a,0x01,0x00,0x00,0x38,0x01,0x00,0x00,0x34,0x01,0x00,0x00,
-0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,0x3c,0x01,0x00,0x00,
-0x22,0x00,0x00,0x00,0x43,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x5a,0x00,0x00,0x00,0x3c,0x01,0x00,0x00,
+0x58,0x00,0x00,0x00,0x41,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x3d,0x01,0x00,0x00,0x3c,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3e,0x01,0x00,0x00,
 0x3a,0x01,0x00,0x00,0x3d,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
-0x25,0x00,0x00,0x00,0x40,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
-0x48,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x5a,0x00,0x00,0x00,0x40,0x01,0x00,0x00,0x58,0x00,0x00,0x00,
+0x7c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x41,0x01,0x00,0x00,0x40,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x42,0x01,0x00,0x00,0x24,0x01,0x00,0x00,
-0x41,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,
-0x44,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
+0x41,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x5a,0x00,0x00,0x00,
+0x44,0x01,0x00,0x00,0x58,0x00,0x00,0x00,0x81,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x45,0x01,0x00,0x00,
 0x44,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x46,0x01,0x00,0x00,0x24,0x01,0x00,0x00,0x45,0x01,0x00,0x00,
@@ -129033,8 +132721,8 @@ unsigned char mul_mat_vec_q4_1_f32_f32_data[] = {
 0xa1,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xa1,0x00,0x00,0x00,
 0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x6d,0x01,0x00,0x00,
 0x87,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0xf0,0x00,0x00,0x00,
-0xa2,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,
-0xa7,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
+0xa2,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x5a,0x00,0x00,0x00,
+0xa7,0x00,0x00,0x00,0x58,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,
 0xa7,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xa9,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,0x98,0x00,0x00,0x00,
@@ -129061,56 +132749,56 @@ unsigned char mul_mat_vec_q4_1_f32_f32_data[] = {
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xc8,0x00,0x00,0x00,
 0x3e,0x01,0x00,0x00,0xba,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x4e,0x01,0x00,0x00,0xc8,0x00,0x00,0x00,
-0xbb,0x00,0x00,0x00,0x41,0x00,0x07,0x00,0x60,0x00,0x00,0x00,
-0x4f,0x01,0x00,0x00,0x5b,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
-0x4e,0x01,0x00,0x00,0x5c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x53,0x00,0x00,0x00,0x50,0x01,0x00,0x00,0x4f,0x01,0x00,0x00,
-0x73,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0x51,0x01,0x00,0x00,
-0x50,0x01,0x00,0x00,0x41,0x00,0x07,0x00,0x60,0x00,0x00,0x00,
-0x55,0x01,0x00,0x00,0x5b,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
-0x4e,0x01,0x00,0x00,0x68,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x53,0x00,0x00,0x00,0x56,0x01,0x00,0x00,0x55,0x01,0x00,0x00,
-0x73,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0x57,0x01,0x00,0x00,
-0x56,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x72,0x00,0x00,0x00,
-0x5c,0x01,0x00,0x00,0x5b,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
-0x4e,0x01,0x00,0x00,0x70,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x54,0x00,0x00,0x00,0x5d,0x01,0x00,0x00,
+0xbb,0x00,0x00,0x00,0x41,0x00,0x07,0x00,0x26,0x00,0x00,0x00,
+0x4f,0x01,0x00,0x00,0x20,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x4e,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x18,0x00,0x00,0x00,0x50,0x01,0x00,0x00,0x4f,0x01,0x00,0x00,
+0x73,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x51,0x01,0x00,0x00,
+0x50,0x01,0x00,0x00,0x41,0x00,0x07,0x00,0x26,0x00,0x00,0x00,
+0x55,0x01,0x00,0x00,0x20,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x4e,0x01,0x00,0x00,0x2e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x18,0x00,0x00,0x00,0x56,0x01,0x00,0x00,0x55,0x01,0x00,0x00,
+0x73,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x57,0x01,0x00,0x00,
+0x56,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x38,0x00,0x00,0x00,
+0x5c,0x01,0x00,0x00,0x20,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x4e,0x01,0x00,0x00,0x36,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x19,0x00,0x00,0x00,0x5d,0x01,0x00,0x00,
 0x5c,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x5e,0x01,0x00,0x00,0x5d,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x60,0x01,0x00,0x00,0x5e,0x01,0x00,0x00,
-0x77,0x00,0x00,0x00,0x70,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0x3d,0x00,0x00,0x00,0x70,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0x61,0x01,0x00,0x00,0x60,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x63,0x01,0x00,0x00,0x5e,0x01,0x00,0x00,
-0x43,0x00,0x00,0x00,0x70,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0x41,0x00,0x00,0x00,0x70,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0x64,0x01,0x00,0x00,0x63,0x01,0x00,0x00,0x50,0x00,0x05,0x00,
-0x0f,0x00,0x00,0x00,0x65,0x01,0x00,0x00,0x61,0x01,0x00,0x00,
-0x64,0x01,0x00,0x00,0x8e,0x00,0x05,0x00,0x0f,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x65,0x01,0x00,0x00,0x61,0x01,0x00,0x00,
+0x64,0x01,0x00,0x00,0x8e,0x00,0x05,0x00,0x09,0x00,0x00,0x00,
 0x67,0x01,0x00,0x00,0x65,0x01,0x00,0x00,0x51,0x01,0x00,0x00,
-0x50,0x00,0x05,0x00,0x0f,0x00,0x00,0x00,0x69,0x01,0x00,0x00,
+0x50,0x00,0x05,0x00,0x09,0x00,0x00,0x00,0x69,0x01,0x00,0x00,
 0x57,0x01,0x00,0x00,0x57,0x01,0x00,0x00,0x81,0x00,0x05,0x00,
-0x0f,0x00,0x00,0x00,0x6a,0x01,0x00,0x00,0x67,0x01,0x00,0x00,
-0x69,0x01,0x00,0x00,0x51,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x6a,0x01,0x00,0x00,0x67,0x01,0x00,0x00,
+0x69,0x01,0x00,0x00,0x51,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
 0xd1,0x00,0x00,0x00,0x6a,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd8,0x00,0x00,0x00,
 0x42,0x01,0x00,0x00,0xc4,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xda,0x00,0x00,0x00,0xd8,0x00,0x00,0x00,
 0xbf,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0xdb,0x00,0x00,0x00,
-0xdc,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
-0xda,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0xdc,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0xda,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0xdd,0x00,0x00,0x00,0xdc,0x00,0x00,0x00,0x51,0x00,0x05,0x00,
-0x0e,0x00,0x00,0x00,0xe0,0x00,0x00,0x00,0x6a,0x01,0x00,0x00,
+0x08,0x00,0x00,0x00,0xe0,0x00,0x00,0x00,0x6a,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xe6,0x00,0x00,0x00,0xda,0x00,0x00,0x00,0x55,0x00,0x00,0x00,
+0xe6,0x00,0x00,0x00,0xda,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
 0x41,0x00,0x06,0x00,0xdb,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,
-0xd5,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,0xe6,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,
-0xe7,0x00,0x00,0x00,0x85,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,
+0xd5,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0xe6,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,
+0xe7,0x00,0x00,0x00,0x85,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
 0xe9,0x00,0x00,0x00,0xe0,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,
-0x0c,0x00,0x08,0x00,0x0e,0x00,0x00,0x00,0xea,0x00,0x00,0x00,
+0x0c,0x00,0x08,0x00,0x08,0x00,0x00,0x00,0xea,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,
 0xdd,0x00,0x00,0x00,0xe9,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0xec,0x00,0x00,0x00,0x9f,0x00,0x00,0x00,
-0x81,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,0xed,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0xec,0x00,0x00,0x00,0x9f,0x00,0x00,0x00,
+0x81,0x00,0x05,0x00,0x08,0x00,0x00,0x00,0xed,0x00,0x00,0x00,
 0xec,0x00,0x00,0x00,0xea,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x9f,0x00,0x00,0x00,0xed,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xf0,0x00,0x00,0x00,0x6d,0x01,0x00,0x00,
@@ -129134,9 +132822,9 @@ unsigned char mul_mat_vec_q4_1_f32_f32_data[] = {
 0x03,0x01,0x00,0x00,0x8d,0x00,0x00,0x00,0x6e,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x9e,0x00,0x00,0x00,0x04,0x01,0x00,0x00,
 0x9b,0x00,0x00,0x00,0x03,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0x05,0x01,0x00,0x00,0x04,0x01,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0x07,0x01,0x00,0x00,
-0x9f,0x00,0x00,0x00,0x81,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x05,0x01,0x00,0x00,0x04,0x01,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x07,0x01,0x00,0x00,
+0x9f,0x00,0x00,0x00,0x81,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
 0x08,0x01,0x00,0x00,0x07,0x01,0x00,0x00,0x05,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x9f,0x00,0x00,0x00,0x08,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xff,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
@@ -129144,7 +132832,7 @@ unsigned char mul_mat_vec_q4_1_f32_f32_data[] = {
 0xaf,0x00,0x00,0x00,0xf1,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xf7,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xf7,0x00,0x00,0x00,
 0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0b,0x01,0x00,0x00,
-0x6e,0x01,0x00,0x00,0x68,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x6e,0x01,0x00,0x00,0x2e,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xf4,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xf6,0x00,0x00,0x00,
 0xaa,0x00,0x05,0x00,0xaa,0x00,0x00,0x00,0x0d,0x01,0x00,0x00,
 0x8d,0x00,0x00,0x00,0x87,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,
@@ -129153,10 +132841,10 @@ unsigned char mul_mat_vec_q4_1_f32_f32_data[] = {
 0xf8,0x00,0x02,0x00,0x0e,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x16,0x01,0x00,0x00,0x46,0x01,0x00,0x00,
 0x89,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x9e,0x00,0x00,0x00,
-0x17,0x01,0x00,0x00,0x9b,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0x18,0x01,0x00,0x00,
+0x17,0x01,0x00,0x00,0x9b,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x18,0x01,0x00,0x00,
 0x17,0x01,0x00,0x00,0x41,0x00,0x06,0x00,0xdb,0x00,0x00,0x00,
-0x19,0x01,0x00,0x00,0x13,0x01,0x00,0x00,0x5c,0x00,0x00,0x00,
+0x19,0x01,0x00,0x00,0x13,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
 0x16,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x19,0x01,0x00,0x00,
 0x18,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x0f,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x0f,0x01,0x00,0x00,0xfd,0x00,0x01,0x00,
@@ -129164,7 +132852,7 @@ unsigned char mul_mat_vec_q4_1_f32_f32_data[] = {
 };
 const uint64_t mul_mat_vec_q4_1_f32_f32_len = 4012;
 
-unsigned char mul_mat_vec_q4_K_f16_f32_data[] = {
+unsigned char mul_mat_vec_q4_k_f16_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
 0x0c,0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x27,0x00,0x00,0x00,
@@ -130033,9 +133721,9 @@ unsigned char mul_mat_vec_q4_K_f16_f32_data[] = {
 0xcf,0x03,0x00,0x00,0xf8,0x00,0x02,0x00,0xcf,0x03,0x00,0x00,
 0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 };
-const uint64_t mul_mat_vec_q4_K_f16_f32_len = 10400;
+const uint64_t mul_mat_vec_q4_k_f16_f32_len = 10400;
 
-unsigned char mul_mat_vec_q4_K_f32_f32_data[] = {
+unsigned char mul_mat_vec_q4_k_f32_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
 0xec,0x03,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x27,0x00,0x00,0x00,
@@ -130862,7 +134550,7 @@ unsigned char mul_mat_vec_q4_K_f32_f32_data[] = {
 0xb0,0x03,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 
 };
-const uint64_t mul_mat_vec_q4_K_f32_f32_len = 9888;
+const uint64_t mul_mat_vec_q4_k_f32_f32_len = 9888;
 
 unsigned char mul_mat_vec_q5_0_f16_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
@@ -130873,48 +134561,48 @@ unsigned char mul_mat_vec_q5_0_f16_f32_data[] = {
 0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
 0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0d,0x00,
 0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
-0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x5e,0x00,0x00,0x00,0xae,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0xae,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,
 0xc2,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x3a,0x01,0x00,0x00,
 0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x19,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x20,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x20,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x20,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x20,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x56,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x59,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x5a,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x1e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x1f,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1f,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x1f,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x20,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x21,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x5a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x5a,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x5b,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0x5c,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x5c,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x5c,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x5e,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x5e,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xae,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x23,0x00,0x00,0x00,
+0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x78,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x7e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x7e,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x7e,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x7e,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x7e,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x7e,0x00,0x00,0x00,
+0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x7e,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x7e,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x7e,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x7e,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x7e,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x7e,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xae,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0xb2,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0xbf,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
@@ -130940,140 +134628,140 @@ unsigned char mul_mat_vec_q5_0_f16_f32_data[] = {
 0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,
 0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x16,0x00,0x03,0x00,0x0e,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x17,0x00,0x04,0x00,0x0f,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x17,0x00,0x04,0x00,0x17,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x18,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x18,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x1b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x1e,0x00,0x0d,0x00,0x20,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
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+0x41,0x00,0x05,0x00,0x79,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
+0xb2,0x00,0x00,0x00,0x5e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x1b,0x00,0x00,0x00,0x4b,0x01,0x00,0x00,
-0x19,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x79,0x00,0x00,0x00,0x4b,0x01,0x00,0x00,
+0x78,0x00,0x00,0x00,0x67,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x4c,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,
-0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,0x4e,0x01,0x00,0x00,
-0x22,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x82,0x00,0x00,0x00,0x4e,0x01,0x00,0x00,
+0x80,0x00,0x00,0x00,0x81,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x4f,0x01,0x00,0x00,0x4e,0x01,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x50,0x01,0x00,0x00,
 0x4c,0x01,0x00,0x00,0x4f,0x01,0x00,0x00,0x89,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x54,0x01,0x00,0x00,0x4c,0x01,0x00,0x00,
-0x4f,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,
-0x56,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
+0x4f,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x82,0x00,0x00,0x00,
+0x56,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x8d,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x57,0x01,0x00,0x00,
 0x56,0x01,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x58,0x01,0x00,0x00,0x50,0x01,0x00,0x00,0x57,0x01,0x00,0x00,
-0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,0x5a,0x01,0x00,0x00,
-0x22,0x00,0x00,0x00,0x36,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x82,0x00,0x00,0x00,0x5a,0x01,0x00,0x00,
+0x80,0x00,0x00,0x00,0x93,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x5b,0x01,0x00,0x00,0x5a,0x01,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5c,0x01,0x00,0x00,
 0x54,0x01,0x00,0x00,0x5b,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
-0x25,0x00,0x00,0x00,0x5e,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
-0x3c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x82,0x00,0x00,0x00,0x5e,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
+0x99,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x5f,0x01,0x00,0x00,0x5e,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x60,0x01,0x00,0x00,0x58,0x01,0x00,0x00,
 0x5f,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x62,0x01,0x00,0x00,0x60,0x01,0x00,0x00,0x5c,0x01,0x00,0x00,
-0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,0x64,0x01,0x00,0x00,
-0x22,0x00,0x00,0x00,0x43,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x82,0x00,0x00,0x00,0x64,0x01,0x00,0x00,
+0x80,0x00,0x00,0x00,0x45,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x65,0x01,0x00,0x00,0x64,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x66,0x01,0x00,0x00,
 0x62,0x01,0x00,0x00,0x65,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
-0x25,0x00,0x00,0x00,0x68,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
-0x48,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x82,0x00,0x00,0x00,0x68,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
+0xa4,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x69,0x01,0x00,0x00,0x68,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x6a,0x01,0x00,0x00,0x4c,0x01,0x00,0x00,
-0x69,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,
-0x6c,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
+0x69,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x82,0x00,0x00,0x00,
+0x6c,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x6d,0x01,0x00,0x00,
 0x6c,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x6e,0x01,0x00,0x00,0x4c,0x01,0x00,0x00,0x6d,0x01,0x00,0x00,
@@ -131082,9 +134770,9 @@ unsigned char mul_mat_vec_q5_0_f16_f32_data[] = {
 0xc6,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xc8,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xc8,0x00,0x00,0x00,
 0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xb4,0x01,0x00,0x00,
-0x97,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x17,0x01,0x00,0x00,
-0xc9,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,
-0xce,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x5f,0x00,0x00,0x00,
+0x5e,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x17,0x01,0x00,0x00,
+0xc9,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x82,0x00,0x00,0x00,
+0xce,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x25,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xce,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
@@ -131095,7 +134783,7 @@ unsigned char mul_mat_vec_q5_0_f16_f32_data[] = {
 0xca,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xc9,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,
 0xb4,0x01,0x00,0x00,0xbf,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xd7,0x00,0x00,0x00,0x55,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xd7,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
 0xb4,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xd8,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0xd7,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xdd,0x00,0x00,0x00,
@@ -131106,101 +134794,101 @@ unsigned char mul_mat_vec_q5_0_f16_f32_data[] = {
 0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe4,0x00,0x00,0x00,
 0xd8,0x00,0x00,0x00,0xe0,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xe5,0x00,0x00,0x00,0xe4,0x00,0x00,0x00,
-0x55,0x00,0x00,0x00,0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xea,0x00,0x00,0x00,0xd8,0x00,0x00,0x00,0xe4,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xee,0x00,0x00,0x00,
 0x66,0x01,0x00,0x00,0xe0,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x77,0x01,0x00,0x00,0xee,0x00,0x00,0x00,
-0xe1,0x00,0x00,0x00,0x41,0x00,0x07,0x00,0x63,0x00,0x00,0x00,
-0x78,0x01,0x00,0x00,0x5e,0x00,0x00,0x00,0x5f,0x00,0x00,0x00,
-0x77,0x01,0x00,0x00,0x5f,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x53,0x00,0x00,0x00,0x79,0x01,0x00,0x00,0x78,0x01,0x00,0x00,
-0x73,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0x7a,0x01,0x00,0x00,
-0x79,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x6c,0x00,0x00,0x00,
-0x7e,0x01,0x00,0x00,0x5e,0x00,0x00,0x00,0x5f,0x00,0x00,0x00,
-0x77,0x01,0x00,0x00,0x6b,0x00,0x00,0x00,0x6b,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x54,0x00,0x00,0x00,0x7f,0x01,0x00,0x00,
+0xe1,0x00,0x00,0x00,0x41,0x00,0x07,0x00,0x29,0x00,0x00,0x00,
+0x78,0x01,0x00,0x00,0x23,0x00,0x00,0x00,0x25,0x00,0x00,0x00,
+0x77,0x01,0x00,0x00,0x25,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x18,0x00,0x00,0x00,0x79,0x01,0x00,0x00,0x78,0x01,0x00,0x00,
+0x73,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x7a,0x01,0x00,0x00,
+0x79,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x32,0x00,0x00,0x00,
+0x7e,0x01,0x00,0x00,0x23,0x00,0x00,0x00,0x25,0x00,0x00,0x00,
+0x77,0x01,0x00,0x00,0x31,0x00,0x00,0x00,0x31,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x19,0x00,0x00,0x00,0x7f,0x01,0x00,0x00,
 0x7e,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x80,0x01,0x00,0x00,0x7f,0x01,0x00,0x00,0xc4,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x81,0x01,0x00,0x00,0x80,0x01,0x00,0x00,
-0x70,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x6c,0x00,0x00,0x00,
-0x85,0x01,0x00,0x00,0x5e,0x00,0x00,0x00,0x5f,0x00,0x00,0x00,
-0x77,0x01,0x00,0x00,0x6b,0x00,0x00,0x00,0x5f,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x54,0x00,0x00,0x00,0x86,0x01,0x00,0x00,
+0x36,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x32,0x00,0x00,0x00,
+0x85,0x01,0x00,0x00,0x23,0x00,0x00,0x00,0x25,0x00,0x00,0x00,
+0x77,0x01,0x00,0x00,0x31,0x00,0x00,0x00,0x25,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x19,0x00,0x00,0x00,0x86,0x01,0x00,0x00,
 0x85,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x87,0x01,0x00,0x00,0x86,0x01,0x00,0x00,0xc5,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x88,0x01,0x00,0x00,0x81,0x01,0x00,0x00,
 0x87,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x8b,0x01,0x00,0x00,0x88,0x01,0x00,0x00,0xe5,0x00,0x00,0x00,
 0xc4,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8c,0x01,0x00,0x00,
-0x8b,0x01,0x00,0x00,0x43,0x00,0x00,0x00,0xc7,0x00,0x05,0x00,
+0x8b,0x01,0x00,0x00,0x45,0x00,0x00,0x00,0xc7,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x8d,0x01,0x00,0x00,0x8c,0x01,0x00,0x00,
-0x58,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,0x23,0x00,0x00,0x00,
+0x1d,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,0x24,0x00,0x00,0x00,
 0x8e,0x01,0x00,0x00,0x8d,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x91,0x01,0x00,0x00,0xe5,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x4b,0x00,0x00,0x00,0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x92,0x01,0x00,0x00,0x88,0x01,0x00,0x00,0x91,0x01,0x00,0x00,
 0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x93,0x01,0x00,0x00,
-0x92,0x01,0x00,0x00,0x58,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,
-0x23,0x00,0x00,0x00,0x94,0x01,0x00,0x00,0x93,0x01,0x00,0x00,
-0x41,0x00,0x08,0x00,0x90,0x00,0x00,0x00,0x9a,0x01,0x00,0x00,
-0x5e,0x00,0x00,0x00,0x5f,0x00,0x00,0x00,0x77,0x01,0x00,0x00,
-0x8e,0x00,0x00,0x00,0xe5,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x57,0x00,0x00,0x00,0x9b,0x01,0x00,0x00,0x9a,0x01,0x00,0x00,
+0x92,0x01,0x00,0x00,0x1d,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,
+0x24,0x00,0x00,0x00,0x94,0x01,0x00,0x00,0x93,0x01,0x00,0x00,
+0x41,0x00,0x08,0x00,0x57,0x00,0x00,0x00,0x9a,0x01,0x00,0x00,
+0x23,0x00,0x00,0x00,0x25,0x00,0x00,0x00,0x77,0x01,0x00,0x00,
+0x55,0x00,0x00,0x00,0xe5,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x1c,0x00,0x00,0x00,0x9b,0x01,0x00,0x00,0x9a,0x01,0x00,0x00,
 0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x9c,0x01,0x00,0x00,
 0x9b,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x9e,0x01,0x00,0x00,0x9c,0x01,0x00,0x00,0x95,0x00,0x00,0x00,
+0x9e,0x01,0x00,0x00,0x9c,0x01,0x00,0x00,0x5c,0x00,0x00,0x00,
 0x7c,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xa1,0x01,0x00,0x00,
 0x8e,0x01,0x00,0x00,0xc5,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xa2,0x01,0x00,0x00,0x9e,0x01,0x00,0x00,0xa1,0x01,0x00,0x00,
-0x70,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0xa3,0x01,0x00,0x00,
+0x70,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xa3,0x01,0x00,0x00,
 0xa2,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa5,0x01,0x00,0x00,0x9c,0x01,0x00,0x00,0x43,0x00,0x00,0x00,
+0xa5,0x01,0x00,0x00,0x9c,0x01,0x00,0x00,0x45,0x00,0x00,0x00,
 0x7c,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xa8,0x01,0x00,0x00,
 0x94,0x01,0x00,0x00,0xc5,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xa9,0x01,0x00,0x00,0xa5,0x01,0x00,0x00,0xa8,0x01,0x00,0x00,
-0x70,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0xaa,0x01,0x00,0x00,
-0xa9,0x01,0x00,0x00,0x50,0x00,0x05,0x00,0x0f,0x00,0x00,0x00,
+0x70,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xaa,0x01,0x00,0x00,
+0xa9,0x01,0x00,0x00,0x50,0x00,0x05,0x00,0x09,0x00,0x00,0x00,
 0xab,0x01,0x00,0x00,0xa3,0x01,0x00,0x00,0xaa,0x01,0x00,0x00,
-0x83,0x00,0x05,0x00,0x0f,0x00,0x00,0x00,0xad,0x01,0x00,0x00,
+0x83,0x00,0x05,0x00,0x09,0x00,0x00,0x00,0xad,0x01,0x00,0x00,
 0xab,0x01,0x00,0x00,0xb7,0x01,0x00,0x00,0x8e,0x00,0x05,0x00,
-0x0f,0x00,0x00,0x00,0xaf,0x01,0x00,0x00,0xad,0x01,0x00,0x00,
-0x7a,0x01,0x00,0x00,0x51,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0xaf,0x01,0x00,0x00,0xad,0x01,0x00,0x00,
+0x7a,0x01,0x00,0x00,0x51,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
 0xf7,0x00,0x00,0x00,0xaf,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,
 0x6a,0x01,0x00,0x00,0xea,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,
-0xe5,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x63,0x00,0x00,0x00,
-0x01,0x01,0x00,0x00,0xfb,0x00,0x00,0x00,0x5f,0x00,0x00,0x00,
-0x00,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x53,0x00,0x00,0x00,
+0xe5,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x29,0x00,0x00,0x00,
+0x01,0x01,0x00,0x00,0xfb,0x00,0x00,0x00,0x25,0x00,0x00,0x00,
+0x00,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x18,0x00,0x00,0x00,
 0x02,0x01,0x00,0x00,0x01,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0x03,0x01,0x00,0x00,0x02,0x01,0x00,0x00,
-0x51,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,0x06,0x01,0x00,0x00,
+0x08,0x00,0x00,0x00,0x03,0x01,0x00,0x00,0x02,0x01,0x00,0x00,
+0x51,0x00,0x05,0x00,0x08,0x00,0x00,0x00,0x06,0x01,0x00,0x00,
 0xaf,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,0x00,0x01,0x00,0x00,
-0x58,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x63,0x00,0x00,0x00,
-0x0d,0x01,0x00,0x00,0xfb,0x00,0x00,0x00,0x5f,0x00,0x00,0x00,
-0x0c,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x53,0x00,0x00,0x00,
+0x1d,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x29,0x00,0x00,0x00,
+0x0d,0x01,0x00,0x00,0xfb,0x00,0x00,0x00,0x25,0x00,0x00,0x00,
+0x0c,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x18,0x00,0x00,0x00,
 0x0e,0x01,0x00,0x00,0x0d,0x01,0x00,0x00,0x73,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0x0f,0x01,0x00,0x00,0x0e,0x01,0x00,0x00,
-0x85,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,0x10,0x01,0x00,0x00,
+0x08,0x00,0x00,0x00,0x0f,0x01,0x00,0x00,0x0e,0x01,0x00,0x00,
+0x85,0x00,0x05,0x00,0x08,0x00,0x00,0x00,0x10,0x01,0x00,0x00,
 0x06,0x01,0x00,0x00,0x0f,0x01,0x00,0x00,0x0c,0x00,0x08,0x00,
-0x0e,0x00,0x00,0x00,0x11,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x11,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0x32,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,0x03,0x01,0x00,0x00,
-0x10,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0x10,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0x13,0x01,0x00,0x00,0xc6,0x00,0x00,0x00,0x81,0x00,0x05,0x00,
-0x0e,0x00,0x00,0x00,0x14,0x01,0x00,0x00,0x13,0x01,0x00,0x00,
+0x08,0x00,0x00,0x00,0x14,0x01,0x00,0x00,0x13,0x01,0x00,0x00,
 0x11,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0xc6,0x00,0x00,0x00,
 0x14,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x17,0x01,0x00,0x00,0xb4,0x01,0x00,0x00,0x55,0x00,0x00,0x00,
+0x17,0x01,0x00,0x00,0xb4,0x01,0x00,0x00,0x1a,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xc8,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
-0xca,0x00,0x00,0x00,0xe0,0x00,0x04,0x00,0x55,0x00,0x00,0x00,
-0x55,0x00,0x00,0x00,0x18,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xca,0x00,0x00,0x00,0xe0,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x18,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x1b,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x1b,0x01,0x00,0x00,
 0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xb5,0x01,0x00,0x00,
 0x1a,0x01,0x00,0x00,0xca,0x00,0x00,0x00,0x32,0x01,0x00,0x00,
 0x1e,0x01,0x00,0x00,0xac,0x00,0x05,0x00,0xd1,0x00,0x00,0x00,
-0x21,0x01,0x00,0x00,0xb5,0x01,0x00,0x00,0x97,0x00,0x00,0x00,
+0x21,0x01,0x00,0x00,0xb5,0x01,0x00,0x00,0x5e,0x00,0x00,0x00,
 0xf6,0x00,0x04,0x00,0x1d,0x01,0x00,0x00,0x1e,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x21,0x01,0x00,0x00,
 0x1c,0x01,0x00,0x00,0x1d,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
@@ -131212,30 +134900,30 @@ unsigned char mul_mat_vec_q5_0_f16_f32_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2a,0x01,0x00,0x00,
 0xb4,0x00,0x00,0x00,0xb5,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
 0xc5,0x00,0x00,0x00,0x2b,0x01,0x00,0x00,0xc2,0x00,0x00,0x00,
-0x2a,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0x2a,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0x2c,0x01,0x00,0x00,0x2b,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0x2e,0x01,0x00,0x00,0xc6,0x00,0x00,0x00,
-0x81,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,0x2f,0x01,0x00,0x00,
+0x08,0x00,0x00,0x00,0x2e,0x01,0x00,0x00,0xc6,0x00,0x00,0x00,
+0x81,0x00,0x05,0x00,0x08,0x00,0x00,0x00,0x2f,0x01,0x00,0x00,
 0x2e,0x01,0x00,0x00,0x2c,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0xc6,0x00,0x00,0x00,0x2f,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x26,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x26,0x01,0x00,0x00,
-0xe0,0x00,0x04,0x00,0x55,0x00,0x00,0x00,0x55,0x00,0x00,0x00,
+0xe0,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
 0x18,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x1e,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x1e,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x32,0x01,0x00,0x00,0xb5,0x01,0x00,0x00,
-0x6b,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x1b,0x01,0x00,0x00,
+0x31,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x1b,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x1d,0x01,0x00,0x00,0xaa,0x00,0x05,0x00,
 0xd1,0x00,0x00,0x00,0x34,0x01,0x00,0x00,0xb4,0x00,0x00,0x00,
-0x97,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,0x36,0x01,0x00,0x00,
+0x5e,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,0x36,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x34,0x01,0x00,0x00,
 0x35,0x01,0x00,0x00,0x36,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x35,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x3d,0x01,0x00,0x00,0x6e,0x01,0x00,0x00,0xb0,0x00,0x00,0x00,
 0x41,0x00,0x05,0x00,0xc5,0x00,0x00,0x00,0x3e,0x01,0x00,0x00,
-0xc2,0x00,0x00,0x00,0x5f,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0x3f,0x01,0x00,0x00,0x3e,0x01,0x00,0x00,
+0xc2,0x00,0x00,0x00,0x25,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0x3f,0x01,0x00,0x00,0x3e,0x01,0x00,0x00,
 0x41,0x00,0x06,0x00,0x40,0x01,0x00,0x00,0x41,0x01,0x00,0x00,
-0x3a,0x01,0x00,0x00,0x5f,0x00,0x00,0x00,0x3d,0x01,0x00,0x00,
+0x3a,0x01,0x00,0x00,0x25,0x00,0x00,0x00,0x3d,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x41,0x01,0x00,0x00,0x3f,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x36,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x36,0x01,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
@@ -131252,48 +134940,48 @@ unsigned char mul_mat_vec_q5_0_f32_f32_data[] = {
 0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
 0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0d,0x00,
 0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
-0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x5e,0x00,0x00,0x00,0xae,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0xae,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,
 0xc2,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,0x39,0x01,0x00,0x00,
 0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x19,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x20,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x20,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x20,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x20,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x56,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x59,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x5a,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x1e,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x1f,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1f,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x1f,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x20,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x21,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x5a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x5a,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x5b,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0x5c,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x5c,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x5c,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x5e,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x5e,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xae,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x23,0x00,0x00,0x00,
+0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x78,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x7e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x7e,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x7e,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x7e,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x7e,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x7e,0x00,0x00,0x00,
+0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x7e,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x7e,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x7e,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x7e,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x7e,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x7e,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xae,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0xb2,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0xbf,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
@@ -131319,140 +135007,140 @@ unsigned char mul_mat_vec_q5_0_f32_f32_data[] = {
 0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,
 0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x16,0x00,0x03,0x00,0x0e,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x17,0x00,0x04,0x00,0x0f,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x17,0x00,0x04,0x00,0x17,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x18,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x18,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x1b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x1e,0x00,0x0d,0x00,0x20,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x21,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x21,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x15,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x25,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,
-0x36,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x23,0x00,0x00,0x00,0x3c,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x43,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,
-0x48,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x23,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x16,0x00,0x03,0x00,0x53,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x15,0x00,0x04,0x00,0x54,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x55,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
-0x56,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x55,0x00,0x00,0x00,
-0x15,0x00,0x04,0x00,0x57,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x58,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
-0x59,0x00,0x00,0x00,0x57,0x00,0x00,0x00,0x58,0x00,0x00,0x00,
-0x1e,0x00,0x05,0x00,0x5a,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
-0x56,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
-0x5b,0x00,0x00,0x00,0x5a,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
-0x5c,0x00,0x00,0x00,0x5b,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x5d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x5d,0x00,0x00,0x00,0x5e,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,
-0x5f,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x63,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x6b,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x6c,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x23,0x00,0x00,0x00,0x70,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,
-0x8e,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x90,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x57,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x95,0x00,0x00,0x00,
+0x16,0x00,0x03,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x17,0x00,0x04,0x00,0x09,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0x18,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x19,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x1c,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x1c,0x00,0x00,0x00,
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+0x1d,0x00,0x00,0x00,0x1e,0x00,0x05,0x00,0x1f,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,
+0x1d,0x00,0x03,0x00,0x20,0x00,0x00,0x00,0x1f,0x00,0x00,0x00,
+0x1e,0x00,0x03,0x00,0x21,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x22,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x21,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x22,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
+0x24,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x24,0x00,0x00,0x00,0x25,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x29,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x24,0x00,0x00,0x00,0x31,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x32,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x19,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x24,0x00,0x00,0x00,
+0x36,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x24,0x00,0x00,0x00,0x45,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x4b,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x24,0x00,0x00,0x00,
+0x55,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x57,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
 0x0f,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
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-0x0e,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,0x00,0x00,0x80,0x41,
-0x3b,0x00,0x04,0x00,0x18,0x00,0x00,0x00,0xae,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x18,0x00,0x00,0x00,
+0x5e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x67,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
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+0x06,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x77,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x76,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x77,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x79,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x1e,0x00,0x0d,0x00,
+0x7e,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x7f,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x7e,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x7f,0x00,0x00,0x00,
+0x80,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x24,0x00,0x00,0x00,0x81,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x82,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x24,0x00,0x00,0x00,
+0x8d,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x24,0x00,0x00,0x00,0x93,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x24,0x00,0x00,0x00,0x99,0x00,0x00,0x00,
+0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x24,0x00,0x00,0x00,
+0xa4,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x24,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x77,0x00,0x00,0x00,0xae,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x77,0x00,0x00,0x00,
 0xb2,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x1c,0x00,0x04,0x00,0xc0,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
+0x1c,0x00,0x04,0x00,0xc0,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
 0xbf,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xc1,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0xc0,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
 0xc1,0x00,0x00,0x00,0xc2,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xc5,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x14,0x00,0x02,0x00,
+0x04,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x14,0x00,0x02,0x00,
 0xd1,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xe0,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
-0xf8,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0xf8,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
 0xf9,0x00,0x00,0x00,0xf8,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0xfa,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0xf9,0x00,0x00,0x00,
 0x3b,0x00,0x04,0x00,0xfa,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x01,0x01,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x0c,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x17,0x01,0x00,0x00,0x08,0x01,0x00,0x00,
 0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,0x19,0x01,0x00,0x00,
-0x86,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0x55,0x00,0x00,0x00,
-0x1d,0x00,0x03,0x00,0x36,0x01,0x00,0x00,0x0e,0x00,0x00,0x00,
+0x86,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x1d,0x00,0x03,0x00,0x36,0x01,0x00,0x00,0x08,0x00,0x00,0x00,
 0x1e,0x00,0x03,0x00,0x37,0x01,0x00,0x00,0x36,0x01,0x00,0x00,
 0x20,0x00,0x04,0x00,0x38,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x37,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,0x38,0x01,0x00,0x00,
 0x39,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x32,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x40,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
-0x33,0x00,0x06,0x00,0x17,0x00,0x00,0x00,0x41,0x01,0x00,0x00,
-0x40,0x01,0x00,0x00,0x1a,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
-0x2c,0x00,0x05,0x00,0x0f,0x00,0x00,0x00,0xb5,0x01,0x00,0x00,
-0xa6,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,0x36,0x00,0x05,0x00,
+0x33,0x00,0x06,0x00,0x76,0x00,0x00,0x00,0x41,0x01,0x00,0x00,
+0x40,0x01,0x00,0x00,0x67,0x00,0x00,0x00,0x67,0x00,0x00,0x00,
+0x2c,0x00,0x05,0x00,0x09,0x00,0x00,0x00,0xb5,0x01,0x00,0x00,
+0x6e,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x36,0x00,0x05,0x00,
 0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x1b,0x00,0x00,0x00,0xaf,0x00,0x00,0x00,
-0xae,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x79,0x00,0x00,0x00,0xaf,0x00,0x00,0x00,
+0xae,0x00,0x00,0x00,0x5e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xb0,0x00,0x00,0x00,0xaf,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x1b,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
-0xb2,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x79,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
+0xb2,0x00,0x00,0x00,0x5e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,0xb3,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x1b,0x00,0x00,0x00,0x49,0x01,0x00,0x00,
-0x19,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x79,0x00,0x00,0x00,0x49,0x01,0x00,0x00,
+0x78,0x00,0x00,0x00,0x67,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x4a,0x01,0x00,0x00,0x49,0x01,0x00,0x00,
-0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,0x4c,0x01,0x00,0x00,
-0x22,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x82,0x00,0x00,0x00,0x4c,0x01,0x00,0x00,
+0x80,0x00,0x00,0x00,0x81,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x4d,0x01,0x00,0x00,0x4c,0x01,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x4e,0x01,0x00,0x00,
 0x4a,0x01,0x00,0x00,0x4d,0x01,0x00,0x00,0x89,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x52,0x01,0x00,0x00,0x4a,0x01,0x00,0x00,
-0x4d,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,
-0x54,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
+0x4d,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x82,0x00,0x00,0x00,
+0x54,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x8d,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x55,0x01,0x00,0x00,
 0x54,0x01,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x56,0x01,0x00,0x00,0x4e,0x01,0x00,0x00,0x55,0x01,0x00,0x00,
-0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,0x58,0x01,0x00,0x00,
-0x22,0x00,0x00,0x00,0x36,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x82,0x00,0x00,0x00,0x58,0x01,0x00,0x00,
+0x80,0x00,0x00,0x00,0x93,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x59,0x01,0x00,0x00,0x58,0x01,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5a,0x01,0x00,0x00,
 0x52,0x01,0x00,0x00,0x59,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
-0x25,0x00,0x00,0x00,0x5c,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
-0x3c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x82,0x00,0x00,0x00,0x5c,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
+0x99,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x5d,0x01,0x00,0x00,0x5c,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x5e,0x01,0x00,0x00,0x56,0x01,0x00,0x00,
 0x5d,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x60,0x01,0x00,0x00,0x5e,0x01,0x00,0x00,0x5a,0x01,0x00,0x00,
-0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,0x62,0x01,0x00,0x00,
-0x22,0x00,0x00,0x00,0x43,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x82,0x00,0x00,0x00,0x62,0x01,0x00,0x00,
+0x80,0x00,0x00,0x00,0x45,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x63,0x01,0x00,0x00,0x62,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x64,0x01,0x00,0x00,
 0x60,0x01,0x00,0x00,0x63,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
-0x25,0x00,0x00,0x00,0x66,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
-0x48,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x82,0x00,0x00,0x00,0x66,0x01,0x00,0x00,0x80,0x00,0x00,0x00,
+0xa4,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x67,0x01,0x00,0x00,0x66,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x68,0x01,0x00,0x00,0x4a,0x01,0x00,0x00,
-0x67,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,
-0x6a,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
+0x67,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x82,0x00,0x00,0x00,
+0x6a,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x6b,0x01,0x00,0x00,
 0x6a,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x6c,0x01,0x00,0x00,0x4a,0x01,0x00,0x00,0x6b,0x01,0x00,0x00,
@@ -131461,9 +135149,9 @@ unsigned char mul_mat_vec_q5_0_f32_f32_data[] = {
 0xc6,0x00,0x00,0x00,0xc4,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xc8,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xc8,0x00,0x00,0x00,
 0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xb2,0x01,0x00,0x00,
-0x97,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x16,0x01,0x00,0x00,
-0xc9,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,
-0xce,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x5f,0x00,0x00,0x00,
+0x5e,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x16,0x01,0x00,0x00,
+0xc9,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x82,0x00,0x00,0x00,
+0xce,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x25,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,
 0xce,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xd0,0x00,0x00,0x00,0xcf,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,
@@ -131474,7 +135162,7 @@ unsigned char mul_mat_vec_q5_0_f32_f32_data[] = {
 0xca,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xc9,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,
 0xb2,0x01,0x00,0x00,0xbf,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xd7,0x00,0x00,0x00,0x55,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0xd7,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
 0xb4,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xd8,0x00,0x00,0x00,0xd5,0x00,0x00,0x00,0xd7,0x00,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xdd,0x00,0x00,0x00,
@@ -131485,99 +135173,99 @@ unsigned char mul_mat_vec_q5_0_f32_f32_data[] = {
 0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe4,0x00,0x00,0x00,
 0xd8,0x00,0x00,0x00,0xe0,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xe5,0x00,0x00,0x00,0xe4,0x00,0x00,0x00,
-0x55,0x00,0x00,0x00,0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xea,0x00,0x00,0x00,0xd8,0x00,0x00,0x00,0xe4,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xee,0x00,0x00,0x00,
 0x64,0x01,0x00,0x00,0xe0,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x75,0x01,0x00,0x00,0xee,0x00,0x00,0x00,
-0xe1,0x00,0x00,0x00,0x41,0x00,0x07,0x00,0x63,0x00,0x00,0x00,
-0x76,0x01,0x00,0x00,0x5e,0x00,0x00,0x00,0x5f,0x00,0x00,0x00,
-0x75,0x01,0x00,0x00,0x5f,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x53,0x00,0x00,0x00,0x77,0x01,0x00,0x00,0x76,0x01,0x00,0x00,
-0x73,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0x78,0x01,0x00,0x00,
-0x77,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x6c,0x00,0x00,0x00,
-0x7c,0x01,0x00,0x00,0x5e,0x00,0x00,0x00,0x5f,0x00,0x00,0x00,
-0x75,0x01,0x00,0x00,0x6b,0x00,0x00,0x00,0x6b,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x54,0x00,0x00,0x00,0x7d,0x01,0x00,0x00,
+0xe1,0x00,0x00,0x00,0x41,0x00,0x07,0x00,0x29,0x00,0x00,0x00,
+0x76,0x01,0x00,0x00,0x23,0x00,0x00,0x00,0x25,0x00,0x00,0x00,
+0x75,0x01,0x00,0x00,0x25,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x18,0x00,0x00,0x00,0x77,0x01,0x00,0x00,0x76,0x01,0x00,0x00,
+0x73,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x78,0x01,0x00,0x00,
+0x77,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x32,0x00,0x00,0x00,
+0x7c,0x01,0x00,0x00,0x23,0x00,0x00,0x00,0x25,0x00,0x00,0x00,
+0x75,0x01,0x00,0x00,0x31,0x00,0x00,0x00,0x31,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x19,0x00,0x00,0x00,0x7d,0x01,0x00,0x00,
 0x7c,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x7e,0x01,0x00,0x00,0x7d,0x01,0x00,0x00,0xc4,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x7f,0x01,0x00,0x00,0x7e,0x01,0x00,0x00,
-0x70,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x6c,0x00,0x00,0x00,
-0x83,0x01,0x00,0x00,0x5e,0x00,0x00,0x00,0x5f,0x00,0x00,0x00,
-0x75,0x01,0x00,0x00,0x6b,0x00,0x00,0x00,0x5f,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x54,0x00,0x00,0x00,0x84,0x01,0x00,0x00,
+0x36,0x00,0x00,0x00,0x41,0x00,0x08,0x00,0x32,0x00,0x00,0x00,
+0x83,0x01,0x00,0x00,0x23,0x00,0x00,0x00,0x25,0x00,0x00,0x00,
+0x75,0x01,0x00,0x00,0x31,0x00,0x00,0x00,0x25,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x19,0x00,0x00,0x00,0x84,0x01,0x00,0x00,
 0x83,0x01,0x00,0x00,0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x85,0x01,0x00,0x00,0x84,0x01,0x00,0x00,0xc5,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x86,0x01,0x00,0x00,0x7f,0x01,0x00,0x00,
 0x85,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x89,0x01,0x00,0x00,0x86,0x01,0x00,0x00,0xe5,0x00,0x00,0x00,
 0xc4,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8a,0x01,0x00,0x00,
-0x89,0x01,0x00,0x00,0x43,0x00,0x00,0x00,0xc7,0x00,0x05,0x00,
+0x89,0x01,0x00,0x00,0x45,0x00,0x00,0x00,0xc7,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x8b,0x01,0x00,0x00,0x8a,0x01,0x00,0x00,
-0x58,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,0x23,0x00,0x00,0x00,
+0x1d,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,0x24,0x00,0x00,0x00,
 0x8c,0x01,0x00,0x00,0x8b,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x8f,0x01,0x00,0x00,0xe5,0x00,0x00,0x00,
-0x84,0x00,0x00,0x00,0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x4b,0x00,0x00,0x00,0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x90,0x01,0x00,0x00,0x86,0x01,0x00,0x00,0x8f,0x01,0x00,0x00,
 0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x91,0x01,0x00,0x00,
-0x90,0x01,0x00,0x00,0x58,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,
-0x23,0x00,0x00,0x00,0x92,0x01,0x00,0x00,0x91,0x01,0x00,0x00,
-0x41,0x00,0x08,0x00,0x90,0x00,0x00,0x00,0x98,0x01,0x00,0x00,
-0x5e,0x00,0x00,0x00,0x5f,0x00,0x00,0x00,0x75,0x01,0x00,0x00,
-0x8e,0x00,0x00,0x00,0xe5,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x57,0x00,0x00,0x00,0x99,0x01,0x00,0x00,0x98,0x01,0x00,0x00,
+0x90,0x01,0x00,0x00,0x1d,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,
+0x24,0x00,0x00,0x00,0x92,0x01,0x00,0x00,0x91,0x01,0x00,0x00,
+0x41,0x00,0x08,0x00,0x57,0x00,0x00,0x00,0x98,0x01,0x00,0x00,
+0x23,0x00,0x00,0x00,0x25,0x00,0x00,0x00,0x75,0x01,0x00,0x00,
+0x55,0x00,0x00,0x00,0xe5,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x1c,0x00,0x00,0x00,0x99,0x01,0x00,0x00,0x98,0x01,0x00,0x00,
 0x71,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x9a,0x01,0x00,0x00,
 0x99,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x9c,0x01,0x00,0x00,0x9a,0x01,0x00,0x00,0x95,0x00,0x00,0x00,
+0x9c,0x01,0x00,0x00,0x9a,0x01,0x00,0x00,0x5c,0x00,0x00,0x00,
 0x7c,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x9f,0x01,0x00,0x00,
 0x8c,0x01,0x00,0x00,0xc5,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xa0,0x01,0x00,0x00,0x9c,0x01,0x00,0x00,0x9f,0x01,0x00,0x00,
-0x70,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0xa1,0x01,0x00,0x00,
+0x70,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xa1,0x01,0x00,0x00,
 0xa0,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xa3,0x01,0x00,0x00,0x9a,0x01,0x00,0x00,0x43,0x00,0x00,0x00,
+0xa3,0x01,0x00,0x00,0x9a,0x01,0x00,0x00,0x45,0x00,0x00,0x00,
 0x7c,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xa6,0x01,0x00,0x00,
 0x92,0x01,0x00,0x00,0xc5,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xa7,0x01,0x00,0x00,0xa3,0x01,0x00,0x00,0xa6,0x01,0x00,0x00,
-0x70,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0xa8,0x01,0x00,0x00,
-0xa7,0x01,0x00,0x00,0x50,0x00,0x05,0x00,0x0f,0x00,0x00,0x00,
+0x70,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xa8,0x01,0x00,0x00,
+0xa7,0x01,0x00,0x00,0x50,0x00,0x05,0x00,0x09,0x00,0x00,0x00,
 0xa9,0x01,0x00,0x00,0xa1,0x01,0x00,0x00,0xa8,0x01,0x00,0x00,
-0x83,0x00,0x05,0x00,0x0f,0x00,0x00,0x00,0xab,0x01,0x00,0x00,
+0x83,0x00,0x05,0x00,0x09,0x00,0x00,0x00,0xab,0x01,0x00,0x00,
 0xa9,0x01,0x00,0x00,0xb5,0x01,0x00,0x00,0x8e,0x00,0x05,0x00,
-0x0f,0x00,0x00,0x00,0xad,0x01,0x00,0x00,0xab,0x01,0x00,0x00,
-0x78,0x01,0x00,0x00,0x51,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0xad,0x01,0x00,0x00,0xab,0x01,0x00,0x00,
+0x78,0x01,0x00,0x00,0x51,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
 0xf7,0x00,0x00,0x00,0xad,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,
 0x68,0x01,0x00,0x00,0xea,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x00,0x01,0x00,0x00,0xfe,0x00,0x00,0x00,
 0xe5,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x01,0x01,0x00,0x00,
-0x02,0x01,0x00,0x00,0xfb,0x00,0x00,0x00,0x5f,0x00,0x00,0x00,
-0x00,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0x02,0x01,0x00,0x00,0xfb,0x00,0x00,0x00,0x25,0x00,0x00,0x00,
+0x00,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0x03,0x01,0x00,0x00,0x02,0x01,0x00,0x00,0x51,0x00,0x05,0x00,
-0x0e,0x00,0x00,0x00,0x06,0x01,0x00,0x00,0xad,0x01,0x00,0x00,
+0x08,0x00,0x00,0x00,0x06,0x01,0x00,0x00,0xad,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x0c,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x58,0x00,0x00,0x00,
+0x0c,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x1d,0x00,0x00,0x00,
 0x41,0x00,0x06,0x00,0x01,0x01,0x00,0x00,0x0d,0x01,0x00,0x00,
-0xfb,0x00,0x00,0x00,0x5f,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0x0e,0x01,0x00,0x00,
-0x0d,0x01,0x00,0x00,0x85,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,
+0xfb,0x00,0x00,0x00,0x25,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x0e,0x01,0x00,0x00,
+0x0d,0x01,0x00,0x00,0x85,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
 0x0f,0x01,0x00,0x00,0x06,0x01,0x00,0x00,0x0e,0x01,0x00,0x00,
-0x0c,0x00,0x08,0x00,0x0e,0x00,0x00,0x00,0x10,0x01,0x00,0x00,
+0x0c,0x00,0x08,0x00,0x08,0x00,0x00,0x00,0x10,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
 0x03,0x01,0x00,0x00,0x0f,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0x12,0x01,0x00,0x00,0xc6,0x00,0x00,0x00,
-0x81,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,0x13,0x01,0x00,0x00,
+0x08,0x00,0x00,0x00,0x12,0x01,0x00,0x00,0xc6,0x00,0x00,0x00,
+0x81,0x00,0x05,0x00,0x08,0x00,0x00,0x00,0x13,0x01,0x00,0x00,
 0x12,0x01,0x00,0x00,0x10,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0xc6,0x00,0x00,0x00,0x13,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x16,0x01,0x00,0x00,0xb2,0x01,0x00,0x00,
-0x55,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xc8,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xc8,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xca,0x00,0x00,0x00,0xe0,0x00,0x04,0x00,
-0x55,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x17,0x01,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x17,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x1a,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x1a,0x01,0x00,0x00,0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,
 0xb3,0x01,0x00,0x00,0x19,0x01,0x00,0x00,0xca,0x00,0x00,0x00,
 0x31,0x01,0x00,0x00,0x1d,0x01,0x00,0x00,0xac,0x00,0x05,0x00,
 0xd1,0x00,0x00,0x00,0x20,0x01,0x00,0x00,0xb3,0x01,0x00,0x00,
-0x97,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x1c,0x01,0x00,0x00,
+0x5e,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x1c,0x01,0x00,0x00,
 0x1d,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x20,0x01,0x00,0x00,0x1b,0x01,0x00,0x00,0x1c,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x1b,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
@@ -131589,29 +135277,29 @@ unsigned char mul_mat_vec_q5_0_f32_f32_data[] = {
 0x29,0x01,0x00,0x00,0xb4,0x00,0x00,0x00,0xb3,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0xc5,0x00,0x00,0x00,0x2a,0x01,0x00,0x00,
 0xc2,0x00,0x00,0x00,0x29,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0x2b,0x01,0x00,0x00,0x2a,0x01,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0x2d,0x01,0x00,0x00,
-0xc6,0x00,0x00,0x00,0x81,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x2b,0x01,0x00,0x00,0x2a,0x01,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x2d,0x01,0x00,0x00,
+0xc6,0x00,0x00,0x00,0x81,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
 0x2e,0x01,0x00,0x00,0x2d,0x01,0x00,0x00,0x2b,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0xc6,0x00,0x00,0x00,0x2e,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x25,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x25,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,0x55,0x00,0x00,0x00,
-0x55,0x00,0x00,0x00,0x17,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x25,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x17,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x1d,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x1d,0x01,0x00,0x00,
 0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x31,0x01,0x00,0x00,
-0xb3,0x01,0x00,0x00,0x6b,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xb3,0x01,0x00,0x00,0x31,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x1a,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x1c,0x01,0x00,0x00,
 0xaa,0x00,0x05,0x00,0xd1,0x00,0x00,0x00,0x33,0x01,0x00,0x00,
-0xb4,0x00,0x00,0x00,0x97,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,
+0xb4,0x00,0x00,0x00,0x5e,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,
 0x35,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x33,0x01,0x00,0x00,0x34,0x01,0x00,0x00,0x35,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x34,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x3c,0x01,0x00,0x00,0x6c,0x01,0x00,0x00,
 0xb0,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0xc5,0x00,0x00,0x00,
-0x3d,0x01,0x00,0x00,0xc2,0x00,0x00,0x00,0x5f,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0x3e,0x01,0x00,0x00,
+0x3d,0x01,0x00,0x00,0xc2,0x00,0x00,0x00,0x25,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x3e,0x01,0x00,0x00,
 0x3d,0x01,0x00,0x00,0x41,0x00,0x06,0x00,0x01,0x01,0x00,0x00,
-0x3f,0x01,0x00,0x00,0x39,0x01,0x00,0x00,0x5f,0x00,0x00,0x00,
+0x3f,0x01,0x00,0x00,0x39,0x01,0x00,0x00,0x25,0x00,0x00,0x00,
 0x3c,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x3f,0x01,0x00,0x00,
 0x3e,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x35,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x35,0x01,0x00,0x00,0xfd,0x00,0x01,0x00,
@@ -131628,48 +135316,48 @@ unsigned char mul_mat_vec_q5_1_f16_f32_data[] = {
 0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
 0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0d,0x00,
 0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
-0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x5b,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,0xad,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
+0x7b,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,0xad,0x00,0x00,0x00,
 0xbd,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,0x36,0x01,0x00,0x00,
 0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x19,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1c,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x1c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x1c,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1c,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x1d,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x1e,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x1e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x1e,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x20,0x00,0x00,0x00,
+0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x20,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x73,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x79,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x79,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x20,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,
+0x79,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x79,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x79,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x20,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,
+0x79,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x79,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x79,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x20,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,
+0x79,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x79,0x00,0x00,0x00,
 0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x79,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x20,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x56,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x57,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x57,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x57,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x57,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x58,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x04,0x00,0x59,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x59,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x59,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x5b,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x5b,0x00,0x00,0x00,
-0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x79,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0xa9,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0xad,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xba,0x00,0x00,0x00,
@@ -131695,75 +135383,75 @@ unsigned char mul_mat_vec_q5_1_f16_f32_data[] = {
 0x19,0x00,0x00,0x00,0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,
 0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0x0e,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x17,0x00,0x04,0x00,0x0f,0x00,0x00,0x00,
-0x0e,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x17,0x00,0x04,0x00,
-0x17,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x18,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x18,0x00,0x00,0x00,
-0x19,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x1e,0x00,0x0d,0x00,0x20,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0x08,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x17,0x00,0x04,0x00,0x09,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
+0x18,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
+0x19,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,
+0x19,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x1e,0x00,0x06,0x00,
+0x1c,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0x1d,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0x1e,0x00,0x00,0x00,0x1d,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x1f,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x1f,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x21,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x21,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x26,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x21,0x00,0x00,0x00,
+0x2e,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x21,0x00,0x00,0x00,0x36,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x37,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x21,0x00,0x00,0x00,
+0x40,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x46,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x21,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x52,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x57,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x62,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x17,0x00,0x04,0x00,
+0x71,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x72,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x71,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x72,0x00,0x00,0x00,
+0x73,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x74,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x1e,0x00,0x0d,0x00,0x79,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x21,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x21,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x23,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x25,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,
-0x30,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x23,0x00,0x00,0x00,0x36,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x3c,0x00,0x00,0x00,
-0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,
-0x43,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x23,0x00,0x00,0x00,0x48,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0x53,0x00,0x00,0x00,
-0x10,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x54,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x1c,0x00,0x04,0x00,0x56,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
-0x55,0x00,0x00,0x00,0x1e,0x00,0x06,0x00,0x57,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x56,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x58,0x00,0x00,0x00,
-0x57,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x59,0x00,0x00,0x00,
-0x58,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x5a,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x5a,0x00,0x00,0x00,0x5b,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x60,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x23,0x00,0x00,0x00,0x68,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x70,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x71,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x7f,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x89,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x8b,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x90,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x92,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x18,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x7a,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x79,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x7a,0x00,0x00,0x00,0x7b,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x21,0x00,0x00,0x00,0x7c,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x7d,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x21,0x00,0x00,0x00,0x88,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x21,0x00,0x00,0x00,0x8e,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x21,0x00,0x00,0x00,
+0x94,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x21,0x00,0x00,0x00,0x9f,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x21,0x00,0x00,0x00,0xa4,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x72,0x00,0x00,0x00,
 0xa9,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x18,0x00,0x00,0x00,0xad,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x72,0x00,0x00,0x00,0xad,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xba,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0xbb,0x00,0x00,0x00,
-0x0e,0x00,0x00,0x00,0xba,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0xba,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
 0xbc,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0xbb,0x00,0x00,0x00,
 0x3b,0x00,0x04,0x00,0xbc,0x00,0x00,0x00,0xbd,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0xbf,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0xc0,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
+0xc0,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
 0x14,0x00,0x02,0x00,0xcc,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xdc,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0xf4,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0xf5,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0xf5,0x00,0x00,0x00,
 0xf4,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xf6,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0xf5,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
 0xf6,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
@@ -131771,59 +135459,59 @@ unsigned char mul_mat_vec_q5_1_f16_f32_data[] = {
 0x08,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0x16,0x01,0x00,0x00,0x86,0x00,0x00,0x00,0xba,0x00,0x00,0x00,
 0xd1,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x33,0x01,0x00,0x00,
-0x0e,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x34,0x01,0x00,0x00,
+0x08,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x34,0x01,0x00,0x00,
 0x33,0x01,0x00,0x00,0x20,0x00,0x04,0x00,0x35,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x34,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,
 0x35,0x01,0x00,0x00,0x36,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x3c,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x0e,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x3e,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,
-0x17,0x00,0x00,0x00,0x3f,0x01,0x00,0x00,0x3e,0x01,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x36,0x00,0x05,0x00,
+0x71,0x00,0x00,0x00,0x3f,0x01,0x00,0x00,0x3e,0x01,0x00,0x00,
+0x62,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x36,0x00,0x05,0x00,
 0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x1b,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,
-0xa9,0x00,0x00,0x00,0x92,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x74,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,
+0xa9,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xab,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x1b,0x00,0x00,0x00,0xae,0x00,0x00,0x00,
-0xad,0x00,0x00,0x00,0x92,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x74,0x00,0x00,0x00,0xae,0x00,0x00,0x00,
+0xad,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xaf,0x00,0x00,0x00,0xae,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x1b,0x00,0x00,0x00,0x47,0x01,0x00,0x00,
-0x19,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x74,0x00,0x00,0x00,0x47,0x01,0x00,0x00,
+0x73,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x48,0x01,0x00,0x00,0x47,0x01,0x00,0x00,
-0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,0x4a,0x01,0x00,0x00,
-0x22,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x7d,0x00,0x00,0x00,0x4a,0x01,0x00,0x00,
+0x7b,0x00,0x00,0x00,0x7c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x4b,0x01,0x00,0x00,0x4a,0x01,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x4c,0x01,0x00,0x00,
 0x48,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,0x89,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x50,0x01,0x00,0x00,0x48,0x01,0x00,0x00,
-0x4b,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,
-0x52,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
+0x4b,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x7d,0x00,0x00,0x00,
+0x52,0x01,0x00,0x00,0x7b,0x00,0x00,0x00,0x88,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x53,0x01,0x00,0x00,
 0x52,0x01,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x54,0x01,0x00,0x00,0x4c,0x01,0x00,0x00,0x53,0x01,0x00,0x00,
-0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,0x56,0x01,0x00,0x00,
-0x22,0x00,0x00,0x00,0x36,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x7d,0x00,0x00,0x00,0x56,0x01,0x00,0x00,
+0x7b,0x00,0x00,0x00,0x8e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x57,0x01,0x00,0x00,0x56,0x01,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x58,0x01,0x00,0x00,
 0x50,0x01,0x00,0x00,0x57,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
-0x25,0x00,0x00,0x00,0x5a,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
-0x3c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x7d,0x00,0x00,0x00,0x5a,0x01,0x00,0x00,0x7b,0x00,0x00,0x00,
+0x94,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x5b,0x01,0x00,0x00,0x5a,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x5c,0x01,0x00,0x00,0x54,0x01,0x00,0x00,
 0x5b,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x5e,0x01,0x00,0x00,0x5c,0x01,0x00,0x00,0x58,0x01,0x00,0x00,
-0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,0x60,0x01,0x00,0x00,
-0x22,0x00,0x00,0x00,0x43,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x7d,0x00,0x00,0x00,0x60,0x01,0x00,0x00,
+0x7b,0x00,0x00,0x00,0x40,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x61,0x01,0x00,0x00,0x60,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x62,0x01,0x00,0x00,
 0x5e,0x01,0x00,0x00,0x61,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
-0x25,0x00,0x00,0x00,0x64,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
-0x48,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x7d,0x00,0x00,0x00,0x64,0x01,0x00,0x00,0x7b,0x00,0x00,0x00,
+0x9f,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x65,0x01,0x00,0x00,0x64,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x66,0x01,0x00,0x00,0x48,0x01,0x00,0x00,
-0x65,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,
-0x68,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
+0x65,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x7d,0x00,0x00,0x00,
+0x68,0x01,0x00,0x00,0x7b,0x00,0x00,0x00,0xa4,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x69,0x01,0x00,0x00,
 0x68,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x6a,0x01,0x00,0x00,0x48,0x01,0x00,0x00,0x69,0x01,0x00,0x00,
@@ -131832,9 +135520,9 @@ unsigned char mul_mat_vec_q5_1_f16_f32_data[] = {
 0xc1,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xc3,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xc3,0x00,0x00,0x00,
 0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xaf,0x01,0x00,0x00,
-0x92,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x13,0x01,0x00,0x00,
-0xc4,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,
-0xc9,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
+0x59,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x13,0x01,0x00,0x00,
+0xc4,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x7d,0x00,0x00,0x00,
+0xc9,0x00,0x00,0x00,0x7b,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xca,0x00,0x00,0x00,
 0xc9,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xcb,0x00,0x00,0x00,0xca,0x00,0x00,0x00,0xba,0x00,0x00,0x00,
@@ -131861,81 +135549,81 @@ unsigned char mul_mat_vec_q5_1_f16_f32_data[] = {
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xea,0x00,0x00,0x00,
 0x62,0x01,0x00,0x00,0xdc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x74,0x01,0x00,0x00,0xea,0x00,0x00,0x00,
-0xdd,0x00,0x00,0x00,0x41,0x00,0x07,0x00,0x60,0x00,0x00,0x00,
-0x75,0x01,0x00,0x00,0x5b,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
-0x74,0x01,0x00,0x00,0x5c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x53,0x00,0x00,0x00,0x76,0x01,0x00,0x00,0x75,0x01,0x00,0x00,
-0x73,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0x77,0x01,0x00,0x00,
-0x76,0x01,0x00,0x00,0x41,0x00,0x07,0x00,0x60,0x00,0x00,0x00,
-0x7b,0x01,0x00,0x00,0x5b,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
-0x74,0x01,0x00,0x00,0x68,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x53,0x00,0x00,0x00,0x7c,0x01,0x00,0x00,0x7b,0x01,0x00,0x00,
-0x73,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0x7d,0x01,0x00,0x00,
-0x7c,0x01,0x00,0x00,0x41,0x00,0x07,0x00,0x71,0x00,0x00,0x00,
-0x81,0x01,0x00,0x00,0x5b,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
-0x74,0x01,0x00,0x00,0x70,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0xdd,0x00,0x00,0x00,0x41,0x00,0x07,0x00,0x26,0x00,0x00,0x00,
+0x75,0x01,0x00,0x00,0x20,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x74,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x18,0x00,0x00,0x00,0x76,0x01,0x00,0x00,0x75,0x01,0x00,0x00,
+0x73,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x77,0x01,0x00,0x00,
+0x76,0x01,0x00,0x00,0x41,0x00,0x07,0x00,0x26,0x00,0x00,0x00,
+0x7b,0x01,0x00,0x00,0x20,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x74,0x01,0x00,0x00,0x2e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x18,0x00,0x00,0x00,0x7c,0x01,0x00,0x00,0x7b,0x01,0x00,0x00,
+0x73,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x7d,0x01,0x00,0x00,
+0x7c,0x01,0x00,0x00,0x41,0x00,0x07,0x00,0x37,0x00,0x00,0x00,
+0x81,0x01,0x00,0x00,0x20,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x74,0x01,0x00,0x00,0x36,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x82,0x01,0x00,0x00,0x81,0x01,0x00,0x00,
 0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x85,0x01,0x00,0x00,
 0x82,0x01,0x00,0x00,0xe1,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x86,0x01,0x00,0x00,0x85,0x01,0x00,0x00,
-0x43,0x00,0x00,0x00,0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x87,0x01,0x00,0x00,0x86,0x01,0x00,0x00,0x55,0x00,0x00,0x00,
-0x7c,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x88,0x01,0x00,0x00,
+0x40,0x00,0x00,0x00,0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x87,0x01,0x00,0x00,0x86,0x01,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x21,0x00,0x00,0x00,0x88,0x01,0x00,0x00,
 0x87,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x8b,0x01,0x00,0x00,0xe1,0x00,0x00,0x00,0x7f,0x00,0x00,0x00,
+0x8b,0x01,0x00,0x00,0xe1,0x00,0x00,0x00,0x46,0x00,0x00,0x00,
 0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8c,0x01,0x00,0x00,
 0x82,0x01,0x00,0x00,0x8b,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x8d,0x01,0x00,0x00,0x8c,0x01,0x00,0x00,
-0x55,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,0x23,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,0x21,0x00,0x00,0x00,
 0x8e,0x01,0x00,0x00,0x8d,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
-0x8b,0x00,0x00,0x00,0x94,0x01,0x00,0x00,0x5b,0x00,0x00,0x00,
-0x5c,0x00,0x00,0x00,0x74,0x01,0x00,0x00,0x89,0x00,0x00,0x00,
-0xe1,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x54,0x00,0x00,0x00,
+0x52,0x00,0x00,0x00,0x94,0x01,0x00,0x00,0x20,0x00,0x00,0x00,
+0x22,0x00,0x00,0x00,0x74,0x01,0x00,0x00,0x50,0x00,0x00,0x00,
+0xe1,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x19,0x00,0x00,0x00,
 0x95,0x01,0x00,0x00,0x94,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x96,0x01,0x00,0x00,0x95,0x01,0x00,0x00,
 0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x98,0x01,0x00,0x00,
-0x96,0x01,0x00,0x00,0x90,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,
+0x96,0x01,0x00,0x00,0x57,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x9b,0x01,0x00,0x00,0x88,0x01,0x00,0x00,
 0xc5,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9c,0x01,0x00,0x00,
 0x98,0x01,0x00,0x00,0x9b,0x01,0x00,0x00,0x70,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0x9d,0x01,0x00,0x00,0x9c,0x01,0x00,0x00,
+0x08,0x00,0x00,0x00,0x9d,0x01,0x00,0x00,0x9c,0x01,0x00,0x00,
 0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9f,0x01,0x00,0x00,
-0x96,0x01,0x00,0x00,0x43,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,
+0x96,0x01,0x00,0x00,0x40,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xa2,0x01,0x00,0x00,0x8e,0x01,0x00,0x00,
 0xc5,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa3,0x01,0x00,0x00,
 0x9f,0x01,0x00,0x00,0xa2,0x01,0x00,0x00,0x70,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0xa4,0x01,0x00,0x00,0xa3,0x01,0x00,0x00,
-0x50,0x00,0x05,0x00,0x0f,0x00,0x00,0x00,0xa5,0x01,0x00,0x00,
+0x08,0x00,0x00,0x00,0xa4,0x01,0x00,0x00,0xa3,0x01,0x00,0x00,
+0x50,0x00,0x05,0x00,0x09,0x00,0x00,0x00,0xa5,0x01,0x00,0x00,
 0x9d,0x01,0x00,0x00,0xa4,0x01,0x00,0x00,0x8e,0x00,0x05,0x00,
-0x0f,0x00,0x00,0x00,0xa7,0x01,0x00,0x00,0xa5,0x01,0x00,0x00,
-0x77,0x01,0x00,0x00,0x50,0x00,0x05,0x00,0x0f,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0xa7,0x01,0x00,0x00,0xa5,0x01,0x00,0x00,
+0x77,0x01,0x00,0x00,0x50,0x00,0x05,0x00,0x09,0x00,0x00,0x00,
 0xa9,0x01,0x00,0x00,0x7d,0x01,0x00,0x00,0x7d,0x01,0x00,0x00,
-0x81,0x00,0x05,0x00,0x0f,0x00,0x00,0x00,0xaa,0x01,0x00,0x00,
+0x81,0x00,0x05,0x00,0x09,0x00,0x00,0x00,0xaa,0x01,0x00,0x00,
 0xa7,0x01,0x00,0x00,0xa9,0x01,0x00,0x00,0x51,0x00,0x05,0x00,
-0x0e,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,0xaa,0x01,0x00,0x00,
+0x08,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,0xaa,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xfa,0x00,0x00,0x00,0x66,0x01,0x00,0x00,0xe6,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
 0xfa,0x00,0x00,0x00,0xe1,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
-0x60,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
-0x5c,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x53,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,
-0x73,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0xff,0x00,0x00,0x00,
-0xfe,0x00,0x00,0x00,0x51,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,
+0x26,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
+0x22,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x18,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,
+0x73,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xff,0x00,0x00,0x00,
+0xfe,0x00,0x00,0x00,0x51,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
 0x02,0x01,0x00,0x00,0xaa,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x08,0x01,0x00,0x00,
-0xfc,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
-0x60,0x00,0x00,0x00,0x09,0x01,0x00,0x00,0xf7,0x00,0x00,0x00,
-0x5c,0x00,0x00,0x00,0x08,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x53,0x00,0x00,0x00,0x0a,0x01,0x00,0x00,0x09,0x01,0x00,0x00,
-0x73,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0x0b,0x01,0x00,0x00,
-0x0a,0x01,0x00,0x00,0x85,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,
+0xfc,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
+0x26,0x00,0x00,0x00,0x09,0x01,0x00,0x00,0xf7,0x00,0x00,0x00,
+0x22,0x00,0x00,0x00,0x08,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x18,0x00,0x00,0x00,0x0a,0x01,0x00,0x00,0x09,0x01,0x00,0x00,
+0x73,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x0b,0x01,0x00,0x00,
+0x0a,0x01,0x00,0x00,0x85,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
 0x0c,0x01,0x00,0x00,0x02,0x01,0x00,0x00,0x0b,0x01,0x00,0x00,
-0x0c,0x00,0x08,0x00,0x0e,0x00,0x00,0x00,0x0d,0x01,0x00,0x00,
+0x0c,0x00,0x08,0x00,0x08,0x00,0x00,0x00,0x0d,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,
 0xff,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0x0f,0x01,0x00,0x00,0xc1,0x00,0x00,0x00,
-0x81,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,0x10,0x01,0x00,0x00,
+0x08,0x00,0x00,0x00,0x0f,0x01,0x00,0x00,0xc1,0x00,0x00,0x00,
+0x81,0x00,0x05,0x00,0x08,0x00,0x00,0x00,0x10,0x01,0x00,0x00,
 0x0f,0x01,0x00,0x00,0x0d,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0xc1,0x00,0x00,0x00,0x10,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x13,0x01,0x00,0x00,0xaf,0x01,0x00,0x00,
@@ -131947,7 +135635,7 @@ unsigned char mul_mat_vec_q5_1_f16_f32_data[] = {
 0xb0,0x01,0x00,0x00,0x16,0x01,0x00,0x00,0xc5,0x00,0x00,0x00,
 0x2e,0x01,0x00,0x00,0x1a,0x01,0x00,0x00,0xac,0x00,0x05,0x00,
 0xcc,0x00,0x00,0x00,0x1d,0x01,0x00,0x00,0xb0,0x01,0x00,0x00,
-0x92,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x19,0x01,0x00,0x00,
+0x59,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,0x19,0x01,0x00,0x00,
 0x1a,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x1d,0x01,0x00,0x00,0x18,0x01,0x00,0x00,0x19,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x18,0x01,0x00,0x00,0xb0,0x00,0x05,0x00,
@@ -131959,9 +135647,9 @@ unsigned char mul_mat_vec_q5_1_f16_f32_data[] = {
 0x26,0x01,0x00,0x00,0xaf,0x00,0x00,0x00,0xb0,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0xc0,0x00,0x00,0x00,0x27,0x01,0x00,0x00,
 0xbd,0x00,0x00,0x00,0x26,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0x28,0x01,0x00,0x00,0x27,0x01,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0x2a,0x01,0x00,0x00,
-0xc1,0x00,0x00,0x00,0x81,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x28,0x01,0x00,0x00,0x27,0x01,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x2a,0x01,0x00,0x00,
+0xc1,0x00,0x00,0x00,0x81,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
 0x2b,0x01,0x00,0x00,0x2a,0x01,0x00,0x00,0x28,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0xc1,0x00,0x00,0x00,0x2b,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x22,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
@@ -131969,19 +135657,19 @@ unsigned char mul_mat_vec_q5_1_f16_f32_data[] = {
 0xd1,0x00,0x00,0x00,0x14,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x1a,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x1a,0x01,0x00,0x00,
 0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2e,0x01,0x00,0x00,
-0xb0,0x01,0x00,0x00,0x68,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xb0,0x01,0x00,0x00,0x2e,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x17,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x19,0x01,0x00,0x00,
 0xaa,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,0x30,0x01,0x00,0x00,
-0xaf,0x00,0x00,0x00,0x92,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,
+0xaf,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,
 0x32,0x01,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x30,0x01,0x00,0x00,0x31,0x01,0x00,0x00,0x32,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x31,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x39,0x01,0x00,0x00,0x6a,0x01,0x00,0x00,
 0xab,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0xc0,0x00,0x00,0x00,
-0x3a,0x01,0x00,0x00,0xbd,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0x3b,0x01,0x00,0x00,
+0x3a,0x01,0x00,0x00,0xbd,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x3b,0x01,0x00,0x00,
 0x3a,0x01,0x00,0x00,0x41,0x00,0x06,0x00,0x3c,0x01,0x00,0x00,
-0x3d,0x01,0x00,0x00,0x36,0x01,0x00,0x00,0x5c,0x00,0x00,0x00,
+0x3d,0x01,0x00,0x00,0x36,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
 0x39,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x3d,0x01,0x00,0x00,
 0x3b,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x32,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x32,0x01,0x00,0x00,0xfd,0x00,0x01,0x00,
@@ -131998,48 +135686,48 @@ unsigned char mul_mat_vec_q5_1_f32_f32_data[] = {
 0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
 0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0d,0x00,
 0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
-0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x5b,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,0xad,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
+0x7b,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,0xad,0x00,0x00,0x00,
 0xbd,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,0x35,0x01,0x00,0x00,
 0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x19,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1c,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x1c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x1c,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1c,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x1d,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x1e,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x1e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x1e,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x20,0x00,0x00,0x00,
+0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x20,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x73,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x79,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x79,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x20,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,
+0x79,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x79,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x79,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x20,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,
+0x79,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x79,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x79,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x20,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,
+0x79,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x79,0x00,0x00,0x00,
 0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x79,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x20,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x56,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x57,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x57,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x57,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x57,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x58,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x04,0x00,0x59,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x59,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x59,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x5b,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x5b,0x00,0x00,0x00,
-0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x79,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0xa9,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0xad,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 0x1b,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xba,0x00,0x00,0x00,
@@ -132065,135 +135753,135 @@ unsigned char mul_mat_vec_q5_1_f32_f32_data[] = {
 0x19,0x00,0x00,0x00,0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,
 0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
 0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0x0e,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x17,0x00,0x04,0x00,0x0f,0x00,0x00,0x00,
-0x0e,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x17,0x00,0x04,0x00,
-0x17,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x18,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x18,0x00,0x00,0x00,
-0x19,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x1e,0x00,0x0d,0x00,0x20,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0x08,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x17,0x00,0x04,0x00,0x09,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
+0x18,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
+0x19,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,
+0x19,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x1e,0x00,0x06,0x00,
+0x1c,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0x1d,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0x1e,0x00,0x00,0x00,0x1d,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x1f,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x1f,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x21,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x21,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x26,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x21,0x00,0x00,0x00,
+0x2e,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x21,0x00,0x00,0x00,0x36,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x37,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x21,0x00,0x00,0x00,
+0x40,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x46,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x21,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
+0x03,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x52,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x57,0x00,0x00,0x00,0x0f,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x62,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x17,0x00,0x04,0x00,
+0x71,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x72,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x71,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x72,0x00,0x00,0x00,
+0x73,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x74,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x1e,0x00,0x0d,0x00,0x79,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x21,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
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 0x66,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x68,0x01,0x00,0x00,0x46,0x01,0x00,0x00,0x67,0x01,0x00,0x00,
@@ -132202,9 +135890,9 @@ unsigned char mul_mat_vec_q5_1_f32_f32_data[] = {
 0xc1,0x00,0x00,0x00,0xbf,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xc3,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xc3,0x00,0x00,0x00,
 0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xad,0x01,0x00,0x00,
-0x92,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x12,0x01,0x00,0x00,
-0xc4,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,
-0xc9,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
+0x59,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x12,0x01,0x00,0x00,
+0xc4,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x7d,0x00,0x00,0x00,
+0xc9,0x00,0x00,0x00,0x7b,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xca,0x00,0x00,0x00,
 0xc9,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xcb,0x00,0x00,0x00,0xca,0x00,0x00,0x00,0xba,0x00,0x00,0x00,
@@ -132231,78 +135919,78 @@ unsigned char mul_mat_vec_q5_1_f32_f32_data[] = {
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xea,0x00,0x00,0x00,
 0x60,0x01,0x00,0x00,0xdc,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x72,0x01,0x00,0x00,0xea,0x00,0x00,0x00,
-0xdd,0x00,0x00,0x00,0x41,0x00,0x07,0x00,0x60,0x00,0x00,0x00,
-0x73,0x01,0x00,0x00,0x5b,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
-0x72,0x01,0x00,0x00,0x5c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x53,0x00,0x00,0x00,0x74,0x01,0x00,0x00,0x73,0x01,0x00,0x00,
-0x73,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0x75,0x01,0x00,0x00,
-0x74,0x01,0x00,0x00,0x41,0x00,0x07,0x00,0x60,0x00,0x00,0x00,
-0x79,0x01,0x00,0x00,0x5b,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
-0x72,0x01,0x00,0x00,0x68,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x53,0x00,0x00,0x00,0x7a,0x01,0x00,0x00,0x79,0x01,0x00,0x00,
-0x73,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0x7b,0x01,0x00,0x00,
-0x7a,0x01,0x00,0x00,0x41,0x00,0x07,0x00,0x71,0x00,0x00,0x00,
-0x7f,0x01,0x00,0x00,0x5b,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
-0x72,0x01,0x00,0x00,0x70,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0xdd,0x00,0x00,0x00,0x41,0x00,0x07,0x00,0x26,0x00,0x00,0x00,
+0x73,0x01,0x00,0x00,0x20,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x72,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x18,0x00,0x00,0x00,0x74,0x01,0x00,0x00,0x73,0x01,0x00,0x00,
+0x73,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x75,0x01,0x00,0x00,
+0x74,0x01,0x00,0x00,0x41,0x00,0x07,0x00,0x26,0x00,0x00,0x00,
+0x79,0x01,0x00,0x00,0x20,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x72,0x01,0x00,0x00,0x2e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x18,0x00,0x00,0x00,0x7a,0x01,0x00,0x00,0x79,0x01,0x00,0x00,
+0x73,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x7b,0x01,0x00,0x00,
+0x7a,0x01,0x00,0x00,0x41,0x00,0x07,0x00,0x37,0x00,0x00,0x00,
+0x7f,0x01,0x00,0x00,0x20,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x72,0x01,0x00,0x00,0x36,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x80,0x01,0x00,0x00,0x7f,0x01,0x00,0x00,
 0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x83,0x01,0x00,0x00,
 0x80,0x01,0x00,0x00,0xe1,0x00,0x00,0x00,0xc4,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x84,0x01,0x00,0x00,0x83,0x01,0x00,0x00,
-0x43,0x00,0x00,0x00,0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x85,0x01,0x00,0x00,0x84,0x01,0x00,0x00,0x55,0x00,0x00,0x00,
-0x7c,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x86,0x01,0x00,0x00,
+0x40,0x00,0x00,0x00,0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x85,0x01,0x00,0x00,0x84,0x01,0x00,0x00,0x1a,0x00,0x00,0x00,
+0x7c,0x00,0x04,0x00,0x21,0x00,0x00,0x00,0x86,0x01,0x00,0x00,
 0x85,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x89,0x01,0x00,0x00,0xe1,0x00,0x00,0x00,0x7f,0x00,0x00,0x00,
+0x89,0x01,0x00,0x00,0xe1,0x00,0x00,0x00,0x46,0x00,0x00,0x00,
 0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x8a,0x01,0x00,0x00,
 0x80,0x01,0x00,0x00,0x89,0x01,0x00,0x00,0xc7,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x8b,0x01,0x00,0x00,0x8a,0x01,0x00,0x00,
-0x55,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,0x23,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,0x21,0x00,0x00,0x00,
 0x8c,0x01,0x00,0x00,0x8b,0x01,0x00,0x00,0x41,0x00,0x08,0x00,
-0x8b,0x00,0x00,0x00,0x92,0x01,0x00,0x00,0x5b,0x00,0x00,0x00,
-0x5c,0x00,0x00,0x00,0x72,0x01,0x00,0x00,0x89,0x00,0x00,0x00,
-0xe1,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x54,0x00,0x00,0x00,
+0x52,0x00,0x00,0x00,0x92,0x01,0x00,0x00,0x20,0x00,0x00,0x00,
+0x22,0x00,0x00,0x00,0x72,0x01,0x00,0x00,0x50,0x00,0x00,0x00,
+0xe1,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x19,0x00,0x00,0x00,
 0x93,0x01,0x00,0x00,0x92,0x01,0x00,0x00,0x71,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x94,0x01,0x00,0x00,0x93,0x01,0x00,0x00,
 0xc7,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x96,0x01,0x00,0x00,
-0x94,0x01,0x00,0x00,0x90,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,
+0x94,0x01,0x00,0x00,0x57,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x99,0x01,0x00,0x00,0x86,0x01,0x00,0x00,
 0xc5,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9a,0x01,0x00,0x00,
 0x96,0x01,0x00,0x00,0x99,0x01,0x00,0x00,0x70,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0x9b,0x01,0x00,0x00,0x9a,0x01,0x00,0x00,
+0x08,0x00,0x00,0x00,0x9b,0x01,0x00,0x00,0x9a,0x01,0x00,0x00,
 0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x9d,0x01,0x00,0x00,
-0x94,0x01,0x00,0x00,0x43,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,
+0x94,0x01,0x00,0x00,0x40,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0xa0,0x01,0x00,0x00,0x8c,0x01,0x00,0x00,
 0xc5,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xa1,0x01,0x00,0x00,
 0x9d,0x01,0x00,0x00,0xa0,0x01,0x00,0x00,0x70,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0xa2,0x01,0x00,0x00,0xa1,0x01,0x00,0x00,
-0x50,0x00,0x05,0x00,0x0f,0x00,0x00,0x00,0xa3,0x01,0x00,0x00,
+0x08,0x00,0x00,0x00,0xa2,0x01,0x00,0x00,0xa1,0x01,0x00,0x00,
+0x50,0x00,0x05,0x00,0x09,0x00,0x00,0x00,0xa3,0x01,0x00,0x00,
 0x9b,0x01,0x00,0x00,0xa2,0x01,0x00,0x00,0x8e,0x00,0x05,0x00,
-0x0f,0x00,0x00,0x00,0xa5,0x01,0x00,0x00,0xa3,0x01,0x00,0x00,
-0x75,0x01,0x00,0x00,0x50,0x00,0x05,0x00,0x0f,0x00,0x00,0x00,
+0x09,0x00,0x00,0x00,0xa5,0x01,0x00,0x00,0xa3,0x01,0x00,0x00,
+0x75,0x01,0x00,0x00,0x50,0x00,0x05,0x00,0x09,0x00,0x00,0x00,
 0xa7,0x01,0x00,0x00,0x7b,0x01,0x00,0x00,0x7b,0x01,0x00,0x00,
-0x81,0x00,0x05,0x00,0x0f,0x00,0x00,0x00,0xa8,0x01,0x00,0x00,
+0x81,0x00,0x05,0x00,0x09,0x00,0x00,0x00,0xa8,0x01,0x00,0x00,
 0xa5,0x01,0x00,0x00,0xa7,0x01,0x00,0x00,0x51,0x00,0x05,0x00,
-0x0e,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,0xa8,0x01,0x00,0x00,
+0x08,0x00,0x00,0x00,0xf3,0x00,0x00,0x00,0xa8,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xfa,0x00,0x00,0x00,0x64,0x01,0x00,0x00,0xe6,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
 0xfa,0x00,0x00,0x00,0xe1,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
 0xfd,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,0xf7,0x00,0x00,0x00,
-0x5c,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0xff,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,
-0x51,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,0x02,0x01,0x00,0x00,
+0x22,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0xff,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,
+0x51,0x00,0x05,0x00,0x08,0x00,0x00,0x00,0x02,0x01,0x00,0x00,
 0xa8,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x08,0x01,0x00,0x00,0xfc,0x00,0x00,0x00,
-0x55,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0xfd,0x00,0x00,0x00,
-0x09,0x01,0x00,0x00,0xf7,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
-0x08,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0xfd,0x00,0x00,0x00,
+0x09,0x01,0x00,0x00,0xf7,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x08,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0x0a,0x01,0x00,0x00,0x09,0x01,0x00,0x00,0x85,0x00,0x05,0x00,
-0x0e,0x00,0x00,0x00,0x0b,0x01,0x00,0x00,0x02,0x01,0x00,0x00,
-0x0a,0x01,0x00,0x00,0x0c,0x00,0x08,0x00,0x0e,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x0b,0x01,0x00,0x00,0x02,0x01,0x00,0x00,
+0x0a,0x01,0x00,0x00,0x0c,0x00,0x08,0x00,0x08,0x00,0x00,0x00,
 0x0c,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
 0xf3,0x00,0x00,0x00,0xff,0x00,0x00,0x00,0x0b,0x01,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0x0e,0x01,0x00,0x00,
-0xc1,0x00,0x00,0x00,0x81,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x0e,0x01,0x00,0x00,
+0xc1,0x00,0x00,0x00,0x81,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
 0x0f,0x01,0x00,0x00,0x0e,0x01,0x00,0x00,0x0c,0x01,0x00,0x00,
 0x3e,0x00,0x03,0x00,0xc1,0x00,0x00,0x00,0x0f,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x12,0x01,0x00,0x00,
@@ -132314,7 +136002,7 @@ unsigned char mul_mat_vec_q5_1_f32_f32_data[] = {
 0x06,0x00,0x00,0x00,0xae,0x01,0x00,0x00,0x15,0x01,0x00,0x00,
 0xc5,0x00,0x00,0x00,0x2d,0x01,0x00,0x00,0x19,0x01,0x00,0x00,
 0xac,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,0x1c,0x01,0x00,0x00,
-0xae,0x01,0x00,0x00,0x92,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xae,0x01,0x00,0x00,0x59,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x18,0x01,0x00,0x00,0x19,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x1c,0x01,0x00,0x00,0x17,0x01,0x00,0x00,
 0x18,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x17,0x01,0x00,0x00,
@@ -132326,37 +136014,37 @@ unsigned char mul_mat_vec_q5_1_f32_f32_data[] = {
 0x06,0x00,0x00,0x00,0x25,0x01,0x00,0x00,0xaf,0x00,0x00,0x00,
 0xae,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0xc0,0x00,0x00,0x00,
 0x26,0x01,0x00,0x00,0xbd,0x00,0x00,0x00,0x25,0x01,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0x27,0x01,0x00,0x00,
-0x26,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x27,0x01,0x00,0x00,
+0x26,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0x29,0x01,0x00,0x00,0xc1,0x00,0x00,0x00,0x81,0x00,0x05,0x00,
-0x0e,0x00,0x00,0x00,0x2a,0x01,0x00,0x00,0x29,0x01,0x00,0x00,
+0x08,0x00,0x00,0x00,0x2a,0x01,0x00,0x00,0x29,0x01,0x00,0x00,
 0x27,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0xc1,0x00,0x00,0x00,
 0x2a,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x21,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x21,0x01,0x00,0x00,0xe0,0x00,0x04,0x00,
 0xd1,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,0x13,0x01,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x19,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x19,0x01,0x00,0x00,0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x2d,0x01,0x00,0x00,0xae,0x01,0x00,0x00,0x68,0x00,0x00,0x00,
+0x2d,0x01,0x00,0x00,0xae,0x01,0x00,0x00,0x2e,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0x16,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x18,0x01,0x00,0x00,0xaa,0x00,0x05,0x00,0xcc,0x00,0x00,0x00,
-0x2f,0x01,0x00,0x00,0xaf,0x00,0x00,0x00,0x92,0x00,0x00,0x00,
+0x2f,0x01,0x00,0x00,0xaf,0x00,0x00,0x00,0x59,0x00,0x00,0x00,
 0xf7,0x00,0x03,0x00,0x31,0x01,0x00,0x00,0x00,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x2f,0x01,0x00,0x00,0x30,0x01,0x00,0x00,
 0x31,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x30,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x38,0x01,0x00,0x00,
 0x68,0x01,0x00,0x00,0xab,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
 0xc0,0x00,0x00,0x00,0x39,0x01,0x00,0x00,0xbd,0x00,0x00,0x00,
-0x5c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0x22,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0x3a,0x01,0x00,0x00,0x39,0x01,0x00,0x00,0x41,0x00,0x06,0x00,
 0xfd,0x00,0x00,0x00,0x3b,0x01,0x00,0x00,0x35,0x01,0x00,0x00,
-0x5c,0x00,0x00,0x00,0x38,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
+0x22,0x00,0x00,0x00,0x38,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x3b,0x01,0x00,0x00,0x3a,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x31,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x31,0x01,0x00,0x00,
 0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 };
 const uint64_t mul_mat_vec_q5_1_f32_f32_len = 4352;
 
-unsigned char mul_mat_vec_q5_K_f16_f32_data[] = {
+unsigned char mul_mat_vec_q5_k_f16_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
 0xf8,0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x27,0x00,0x00,0x00,
@@ -133466,9 +137154,9 @@ unsigned char mul_mat_vec_q5_K_f16_f32_data[] = {
 0xf8,0x00,0x02,0x00,0xbb,0x04,0x00,0x00,0xfd,0x00,0x01,0x00,
 0x38,0x00,0x01,0x00,
 };
-const uint64_t mul_mat_vec_q5_K_f16_f32_len = 13288;
+const uint64_t mul_mat_vec_q5_k_f16_f32_len = 13288;
 
-unsigned char mul_mat_vec_q5_K_f32_f32_data[] = {
+unsigned char mul_mat_vec_q5_k_f32_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
 0xd8,0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x27,0x00,0x00,0x00,
@@ -134535,9 +138223,9 @@ unsigned char mul_mat_vec_q5_K_f32_f32_data[] = {
 0x9c,0x04,0x00,0x00,0xf8,0x00,0x02,0x00,0x9c,0x04,0x00,0x00,
 0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 };
-const uint64_t mul_mat_vec_q5_K_f32_f32_len = 12776;
+const uint64_t mul_mat_vec_q5_k_f32_f32_len = 12776;
 
-unsigned char mul_mat_vec_q6_K_f16_f32_data[] = {
+unsigned char mul_mat_vec_q6_k_f16_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
 0x26,0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x27,0x00,0x00,0x00,
@@ -135536,9 +139224,9 @@ unsigned char mul_mat_vec_q6_K_f16_f32_data[] = {
 0xe4,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0xe4,0x01,0x00,0x00,
 0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 };
-const uint64_t mul_mat_vec_q6_K_f16_f32_len = 11960;
+const uint64_t mul_mat_vec_q6_k_f16_f32_len = 11960;
 
-unsigned char mul_mat_vec_q6_K_f32_f32_data[] = {
+unsigned char mul_mat_vec_q6_k_f32_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
 0x16,0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 0x01,0x00,0x00,0x00,0x11,0x00,0x02,0x00,0x27,0x00,0x00,0x00,
@@ -136516,7 +140204,7 @@ unsigned char mul_mat_vec_q6_K_f32_f32_data[] = {
 0xf8,0x00,0x02,0x00,0xe1,0x01,0x00,0x00,0xfd,0x00,0x01,0x00,
 0x38,0x00,0x01,0x00,
 };
-const uint64_t mul_mat_vec_q6_K_f32_f32_len = 11704;
+const uint64_t mul_mat_vec_q6_k_f32_f32_len = 11704;
 
 unsigned char mul_mat_vec_q8_0_f16_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
@@ -136527,45 +140215,45 @@ unsigned char mul_mat_vec_q8_0_f16_f32_data[] = {
 0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
 0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0d,0x00,
 0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
-0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x5b,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x82,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x46,0x00,0x00,0x00,
+0x4e,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x82,0x00,0x00,0x00,
 0x92,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,0x0a,0x01,0x00,0x00,
 0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x19,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1c,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x20,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x20,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x20,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x20,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x56,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x57,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x1c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x1d,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0x1e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1e,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x1e,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x20,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x20,0x00,0x00,0x00,
+0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x46,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x4c,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x57,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x58,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0x59,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x59,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x59,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x5b,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x5b,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x7d,0x00,0x00,0x00,
+0x4c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x4c,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x4c,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x4c,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x4c,0x00,0x00,0x00,
+0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x4c,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x4c,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x4c,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x4c,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x4c,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x4c,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x7d,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x82,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0x8f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
@@ -136591,66 +140279,66 @@ unsigned char mul_mat_vec_q8_0_f16_f32_data[] = {
 0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,
 0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x16,0x00,0x03,0x00,0x0e,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x17,0x00,0x04,0x00,0x0f,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x17,0x00,0x04,0x00,0x17,0x00,0x00,0x00,
+0x16,0x00,0x03,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x17,0x00,0x04,0x00,0x09,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0x18,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x19,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x1c,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x1e,0x00,0x04,0x00,0x1c,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0x1d,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0x1e,0x00,0x00,0x00,0x1d,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x1f,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x1f,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x21,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x21,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x26,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x21,0x00,0x00,0x00,
+0x2d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x2f,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x17,0x00,0x04,0x00,0x44,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x18,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x18,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x1b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x1e,0x00,0x0d,0x00,0x20,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x21,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x21,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x15,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x25,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,
-0x36,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x23,0x00,0x00,0x00,0x3c,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x43,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,
-0x48,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x23,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x16,0x00,0x03,0x00,0x53,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x15,0x00,0x04,0x00,0x54,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x55,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
-0x56,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x55,0x00,0x00,0x00,
-0x1e,0x00,0x04,0x00,0x57,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
-0x56,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x58,0x00,0x00,0x00,
-0x57,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x59,0x00,0x00,0x00,
-0x58,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x5a,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x5a,0x00,0x00,0x00,0x5b,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x60,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x23,0x00,0x00,0x00,0x67,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x69,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x54,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x18,0x00,0x00,0x00,
+0x45,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x44,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x45,0x00,0x00,0x00,0x46,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x47,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x1e,0x00,0x0d,0x00,
+0x4c,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x4d,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x4c,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x4d,0x00,0x00,0x00,
+0x4e,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x21,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x50,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x21,0x00,0x00,0x00,
+0x5b,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x21,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x21,0x00,0x00,0x00,0x67,0x00,0x00,0x00,
+0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x21,0x00,0x00,0x00,
+0x6e,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x21,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x21,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x45,0x00,0x00,0x00,
 0x7d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x18,0x00,0x00,0x00,0x82,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x45,0x00,0x00,0x00,0x82,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x8f,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
-0x90,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x8f,0x00,0x00,0x00,
+0x90,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x8f,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x91,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x90,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x91,0x00,0x00,0x00,
 0x92,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0x94,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x94,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x95,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x0e,0x00,0x00,0x00,0x14,0x00,0x02,0x00,0xa1,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x14,0x00,0x02,0x00,0xa1,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0xc8,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0xc9,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0xc9,0x00,0x00,0x00,
 0xc8,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xca,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
 0xca,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
@@ -136658,59 +140346,59 @@ unsigned char mul_mat_vec_q8_0_f16_f32_data[] = {
 0x08,0x01,0x00,0x00,0x34,0x00,0x06,0x00,0x06,0x00,0x00,0x00,
 0xea,0x00,0x00,0x00,0x86,0x00,0x00,0x00,0x8f,0x00,0x00,0x00,
 0xa6,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x07,0x01,0x00,0x00,
-0x0e,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x08,0x01,0x00,0x00,
+0x08,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x08,0x01,0x00,0x00,
 0x07,0x01,0x00,0x00,0x20,0x00,0x04,0x00,0x09,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x08,0x01,0x00,0x00,0x3b,0x00,0x04,0x00,
 0x09,0x01,0x00,0x00,0x0a,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x10,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x0e,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x12,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,
-0x17,0x00,0x00,0x00,0x13,0x01,0x00,0x00,0x12,0x01,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x36,0x00,0x05,0x00,
+0x44,0x00,0x00,0x00,0x13,0x01,0x00,0x00,0x12,0x01,0x00,0x00,
+0x38,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x36,0x00,0x05,0x00,
 0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x1b,0x00,0x00,0x00,0x7f,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x47,0x00,0x00,0x00,0x7f,0x00,0x00,0x00,
 0x7d,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x7f,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x1b,0x00,0x00,0x00,0x83,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x47,0x00,0x00,0x00,0x83,0x00,0x00,0x00,
 0x82,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x83,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x1b,0x00,0x00,0x00,0x1b,0x01,0x00,0x00,
-0x19,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x47,0x00,0x00,0x00,0x1b,0x01,0x00,0x00,
+0x46,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x1c,0x01,0x00,0x00,0x1b,0x01,0x00,0x00,
-0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,0x1e,0x01,0x00,0x00,
-0x22,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x50,0x00,0x00,0x00,0x1e,0x01,0x00,0x00,
+0x4e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x1f,0x01,0x00,0x00,0x1e,0x01,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x20,0x01,0x00,0x00,
 0x1c,0x01,0x00,0x00,0x1f,0x01,0x00,0x00,0x89,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x24,0x01,0x00,0x00,0x1c,0x01,0x00,0x00,
-0x1f,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,
-0x26,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
+0x1f,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x50,0x00,0x00,0x00,
+0x26,0x01,0x00,0x00,0x4e,0x00,0x00,0x00,0x5b,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x27,0x01,0x00,0x00,
 0x26,0x01,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x28,0x01,0x00,0x00,0x20,0x01,0x00,0x00,0x27,0x01,0x00,0x00,
-0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,0x2a,0x01,0x00,0x00,
-0x22,0x00,0x00,0x00,0x36,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x50,0x00,0x00,0x00,0x2a,0x01,0x00,0x00,
+0x4e,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x2b,0x01,0x00,0x00,0x2a,0x01,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2c,0x01,0x00,0x00,
 0x24,0x01,0x00,0x00,0x2b,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
-0x25,0x00,0x00,0x00,0x2e,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
-0x3c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x50,0x00,0x00,0x00,0x2e,0x01,0x00,0x00,0x4e,0x00,0x00,0x00,
+0x67,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x2f,0x01,0x00,0x00,0x2e,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x30,0x01,0x00,0x00,0x28,0x01,0x00,0x00,
 0x2f,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x32,0x01,0x00,0x00,0x30,0x01,0x00,0x00,0x2c,0x01,0x00,0x00,
-0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,0x34,0x01,0x00,0x00,
-0x22,0x00,0x00,0x00,0x43,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x50,0x00,0x00,0x00,0x34,0x01,0x00,0x00,
+0x4e,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x35,0x01,0x00,0x00,0x34,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x36,0x01,0x00,0x00,
 0x32,0x01,0x00,0x00,0x35,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
-0x25,0x00,0x00,0x00,0x38,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
-0x48,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x50,0x00,0x00,0x00,0x38,0x01,0x00,0x00,0x4e,0x00,0x00,0x00,
+0x73,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x39,0x01,0x00,0x00,0x38,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x3a,0x01,0x00,0x00,0x1c,0x01,0x00,0x00,
-0x39,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,
-0x3c,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
+0x39,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x50,0x00,0x00,0x00,
+0x3c,0x01,0x00,0x00,0x4e,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x3d,0x01,0x00,0x00,
 0x3c,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x3e,0x01,0x00,0x00,0x1c,0x01,0x00,0x00,0x3d,0x01,0x00,0x00,
@@ -136720,8 +140408,8 @@ unsigned char mul_mat_vec_q8_0_f16_f32_data[] = {
 0x98,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x98,0x00,0x00,0x00,
 0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x5e,0x01,0x00,0x00,
 0x7e,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,
-0x99,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,
-0x9e,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
+0x99,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x50,0x00,0x00,0x00,
+0x9e,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x9f,0x00,0x00,0x00,
 0x9e,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xa0,0x00,0x00,0x00,0x9f,0x00,0x00,0x00,0x8f,0x00,0x00,0x00,
@@ -136739,63 +140427,63 @@ unsigned char mul_mat_vec_q8_0_f16_f32_data[] = {
 0x80,0x00,0x00,0x00,0x9f,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xb0,0x00,0x00,0x00,0xae,0x00,0x00,0x00,
 0xa9,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xb1,0x00,0x00,0x00,0xb0,0x00,0x00,0x00,0x55,0x00,0x00,0x00,
+0xb1,0x00,0x00,0x00,0xb0,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
 0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,
-0xa9,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0xa9,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xb5,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xba,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
-0x36,0x01,0x00,0x00,0x55,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x36,0x01,0x00,0x00,0x1a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x44,0x01,0x00,0x00,0xbe,0x00,0x00,0x00,
-0xb1,0x00,0x00,0x00,0x41,0x00,0x07,0x00,0x60,0x00,0x00,0x00,
-0x45,0x01,0x00,0x00,0x5b,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
-0x44,0x01,0x00,0x00,0x5c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x53,0x00,0x00,0x00,0x46,0x01,0x00,0x00,0x45,0x01,0x00,0x00,
-0x73,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0x47,0x01,0x00,0x00,
-0x46,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x69,0x00,0x00,0x00,
-0x4c,0x01,0x00,0x00,0x5b,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
-0x44,0x01,0x00,0x00,0x67,0x00,0x00,0x00,0xb5,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x54,0x00,0x00,0x00,0x4d,0x01,0x00,0x00,
-0x4c,0x01,0x00,0x00,0x72,0x00,0x04,0x00,0x23,0x00,0x00,0x00,
+0xb1,0x00,0x00,0x00,0x41,0x00,0x07,0x00,0x26,0x00,0x00,0x00,
+0x45,0x01,0x00,0x00,0x20,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x44,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x18,0x00,0x00,0x00,0x46,0x01,0x00,0x00,0x45,0x01,0x00,0x00,
+0x73,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x47,0x01,0x00,0x00,
+0x46,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x2f,0x00,0x00,0x00,
+0x4c,0x01,0x00,0x00,0x20,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x44,0x01,0x00,0x00,0x2d,0x00,0x00,0x00,0xb5,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x19,0x00,0x00,0x00,0x4d,0x01,0x00,0x00,
+0x4c,0x01,0x00,0x00,0x72,0x00,0x04,0x00,0x21,0x00,0x00,0x00,
 0x4e,0x01,0x00,0x00,0x4d,0x01,0x00,0x00,0x6f,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0x4f,0x01,0x00,0x00,0x4e,0x01,0x00,0x00,
+0x08,0x00,0x00,0x00,0x4f,0x01,0x00,0x00,0x4e,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x54,0x01,0x00,0x00,
-0xb5,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
-0x69,0x00,0x00,0x00,0x55,0x01,0x00,0x00,0x5b,0x00,0x00,0x00,
-0x5c,0x00,0x00,0x00,0x44,0x01,0x00,0x00,0x67,0x00,0x00,0x00,
-0x54,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x54,0x00,0x00,0x00,
+0xb5,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
+0x2f,0x00,0x00,0x00,0x55,0x01,0x00,0x00,0x20,0x00,0x00,0x00,
+0x22,0x00,0x00,0x00,0x44,0x01,0x00,0x00,0x2d,0x00,0x00,0x00,
+0x54,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x19,0x00,0x00,0x00,
 0x56,0x01,0x00,0x00,0x55,0x01,0x00,0x00,0x72,0x00,0x04,0x00,
-0x23,0x00,0x00,0x00,0x57,0x01,0x00,0x00,0x56,0x01,0x00,0x00,
-0x6f,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0x58,0x01,0x00,0x00,
-0x57,0x01,0x00,0x00,0x50,0x00,0x05,0x00,0x0f,0x00,0x00,0x00,
+0x21,0x00,0x00,0x00,0x57,0x01,0x00,0x00,0x56,0x01,0x00,0x00,
+0x6f,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x58,0x01,0x00,0x00,
+0x57,0x01,0x00,0x00,0x50,0x00,0x05,0x00,0x09,0x00,0x00,0x00,
 0x59,0x01,0x00,0x00,0x4f,0x01,0x00,0x00,0x58,0x01,0x00,0x00,
-0x8e,0x00,0x05,0x00,0x0f,0x00,0x00,0x00,0x5b,0x01,0x00,0x00,
+0x8e,0x00,0x05,0x00,0x09,0x00,0x00,0x00,0x5b,0x01,0x00,0x00,
 0x59,0x01,0x00,0x00,0x47,0x01,0x00,0x00,0x51,0x00,0x05,0x00,
-0x0e,0x00,0x00,0x00,0xc7,0x00,0x00,0x00,0x5b,0x01,0x00,0x00,
+0x08,0x00,0x00,0x00,0xc7,0x00,0x00,0x00,0x5b,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xce,0x00,0x00,0x00,0x3a,0x01,0x00,0x00,0xba,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xce,0x00,0x00,0x00,0xb5,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
-0x60,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,
-0x5c,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x53,0x00,0x00,0x00,0xd2,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,
-0x73,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0xd3,0x00,0x00,0x00,
-0xd2,0x00,0x00,0x00,0x51,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,
+0x26,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,
+0x22,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x18,0x00,0x00,0x00,0xd2,0x00,0x00,0x00,0xd1,0x00,0x00,0x00,
+0x73,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xd3,0x00,0x00,0x00,
+0xd2,0x00,0x00,0x00,0x51,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
 0xd6,0x00,0x00,0x00,0x5b,0x01,0x00,0x00,0x01,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xdc,0x00,0x00,0x00,
-0xd0,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
-0x60,0x00,0x00,0x00,0xdd,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,
-0x5c,0x00,0x00,0x00,0xdc,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x53,0x00,0x00,0x00,0xde,0x00,0x00,0x00,0xdd,0x00,0x00,0x00,
-0x73,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,
-0xde,0x00,0x00,0x00,0x85,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,
+0xd0,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
+0x26,0x00,0x00,0x00,0xdd,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,
+0x22,0x00,0x00,0x00,0xdc,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x18,0x00,0x00,0x00,0xde,0x00,0x00,0x00,0xdd,0x00,0x00,0x00,
+0x73,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,
+0xde,0x00,0x00,0x00,0x85,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
 0xe0,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,
-0x0c,0x00,0x08,0x00,0x0e,0x00,0x00,0x00,0xe1,0x00,0x00,0x00,
+0x0c,0x00,0x08,0x00,0x08,0x00,0x00,0x00,0xe1,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,0xc7,0x00,0x00,0x00,
 0xd3,0x00,0x00,0x00,0xe0,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0xe3,0x00,0x00,0x00,0x96,0x00,0x00,0x00,
-0x81,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,0xe4,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0xe3,0x00,0x00,0x00,0x96,0x00,0x00,0x00,
+0x81,0x00,0x05,0x00,0x08,0x00,0x00,0x00,0xe4,0x00,0x00,0x00,
 0xe3,0x00,0x00,0x00,0xe1,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x96,0x00,0x00,0x00,0xe4,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,0x5e,0x01,0x00,0x00,
@@ -136819,9 +140507,9 @@ unsigned char mul_mat_vec_q8_0_f16_f32_data[] = {
 0xfa,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x5f,0x01,0x00,0x00,
 0x41,0x00,0x05,0x00,0x95,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
 0x92,0x00,0x00,0x00,0xfa,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,
-0x96,0x00,0x00,0x00,0x81,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,
+0x96,0x00,0x00,0x00,0x81,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
 0xff,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,0xfc,0x00,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x96,0x00,0x00,0x00,0xff,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xf6,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
@@ -136829,7 +140517,7 @@ unsigned char mul_mat_vec_q8_0_f16_f32_data[] = {
 0xa6,0x00,0x00,0x00,0xe8,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xee,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xee,0x00,0x00,0x00,
 0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x02,0x01,0x00,0x00,
-0x5f,0x01,0x00,0x00,0x67,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x5f,0x01,0x00,0x00,0x2d,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0xeb,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xed,0x00,0x00,0x00,
 0xaa,0x00,0x05,0x00,0xa1,0x00,0x00,0x00,0x04,0x01,0x00,0x00,
 0x84,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,
@@ -136838,10 +140526,10 @@ unsigned char mul_mat_vec_q8_0_f16_f32_data[] = {
 0xf8,0x00,0x02,0x00,0x05,0x01,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x0d,0x01,0x00,0x00,0x3e,0x01,0x00,0x00,
 0x80,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x95,0x00,0x00,0x00,
-0x0e,0x01,0x00,0x00,0x92,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0x0f,0x01,0x00,0x00,
+0x0e,0x01,0x00,0x00,0x92,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x0f,0x01,0x00,0x00,
 0x0e,0x01,0x00,0x00,0x41,0x00,0x06,0x00,0x10,0x01,0x00,0x00,
-0x11,0x01,0x00,0x00,0x0a,0x01,0x00,0x00,0x5c,0x00,0x00,0x00,
+0x11,0x01,0x00,0x00,0x0a,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
 0x0d,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,0x11,0x01,0x00,0x00,
 0x0f,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,0x06,0x01,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x06,0x01,0x00,0x00,0xfd,0x00,0x01,0x00,
@@ -136858,45 +140546,45 @@ unsigned char mul_mat_vec_q8_0_f32_f32_data[] = {
 0x2e,0x34,0x35,0x30,0x00,0x00,0x00,0x00,0x0e,0x00,0x03,0x00,
 0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0d,0x00,
 0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
-0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x5b,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x82,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x46,0x00,0x00,0x00,
+0x4e,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x82,0x00,0x00,0x00,
 0x92,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,0x09,0x01,0x00,0x00,
 0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x19,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1c,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x20,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x20,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x14,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x20,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x20,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x28,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x20,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x56,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x57,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x1c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x1d,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0x1e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x1e,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x1e,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x20,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x20,0x00,0x00,0x00,
+0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x46,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x4c,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x57,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x58,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0x59,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x59,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x59,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x5b,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x5b,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x7d,0x00,0x00,0x00,
+0x4c,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x4c,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x4c,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x4c,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x4c,0x00,0x00,0x00,
+0x05,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x4c,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x4c,0x00,0x00,0x00,0x07,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x4c,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x4c,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x23,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
+0x4c,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x28,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x4c,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x7d,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x82,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0x8f,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
@@ -136922,126 +140610,126 @@ unsigned char mul_mat_vec_q8_0_f32_f32_data[] = {
 0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,
 0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x16,0x00,0x03,0x00,0x0e,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x17,0x00,0x04,0x00,0x0f,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x17,0x00,0x04,0x00,0x17,0x00,0x00,0x00,
+0x16,0x00,0x03,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x17,0x00,0x04,0x00,0x09,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0x18,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x19,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x1c,0x00,0x04,0x00,0x1b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x1a,0x00,0x00,0x00,0x1e,0x00,0x04,0x00,0x1c,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0x1d,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0x1e,0x00,0x00,0x00,0x1d,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x1f,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x1e,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x1f,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x21,0x00,0x00,0x00,
+0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x21,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x26,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x21,0x00,0x00,0x00,
+0x2d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x2f,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x38,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x17,0x00,0x04,0x00,0x44,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x18,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x18,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x1b,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x1e,0x00,0x0d,0x00,0x20,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x21,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x21,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x15,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,
-0x24,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x25,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,
-0x36,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x23,0x00,0x00,0x00,0x3c,0x00,0x00,0x00,0x07,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x43,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,
-0x48,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x23,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x16,0x00,0x03,0x00,0x53,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x15,0x00,0x04,0x00,0x54,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x55,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
-0x56,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x55,0x00,0x00,0x00,
-0x1e,0x00,0x04,0x00,0x57,0x00,0x00,0x00,0x53,0x00,0x00,0x00,
-0x56,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x58,0x00,0x00,0x00,
-0x57,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x59,0x00,0x00,0x00,
-0x58,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x5a,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x5a,0x00,0x00,0x00,0x5b,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x23,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x60,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x53,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x23,0x00,0x00,0x00,0x67,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
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+0x45,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x44,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x45,0x00,0x00,0x00,0x46,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x47,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x1e,0x00,0x0d,0x00,
+0x4c,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x4d,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x4c,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x4d,0x00,0x00,0x00,
+0x4e,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x21,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x08,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x50,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x21,0x00,0x00,0x00,
+0x5b,0x00,0x00,0x00,0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x21,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x21,0x00,0x00,0x00,0x67,0x00,0x00,0x00,
+0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x21,0x00,0x00,0x00,
+0x6e,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x21,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0x05,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x21,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x45,0x00,0x00,0x00,
 0x7d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x18,0x00,0x00,0x00,0x82,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x45,0x00,0x00,0x00,0x82,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x8f,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
-0x90,0x00,0x00,0x00,0x0e,0x00,0x00,0x00,0x8f,0x00,0x00,0x00,
+0x90,0x00,0x00,0x00,0x08,0x00,0x00,0x00,0x8f,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x91,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x90,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x91,0x00,0x00,0x00,
 0x92,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0x94,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x94,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x95,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x0e,0x00,0x00,0x00,0x14,0x00,0x02,0x00,0xa1,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x14,0x00,0x02,0x00,0xa1,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0xc8,0x00,0x00,0x00,
-0x0e,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0xc9,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0xc9,0x00,0x00,0x00,
 0xc8,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xca,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0xc9,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
 0xca,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0xd1,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x0e,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0xe7,0x00,0x00,0x00,0x08,0x01,0x00,0x00,0x34,0x00,0x06,0x00,
 0x06,0x00,0x00,0x00,0xe9,0x00,0x00,0x00,0x86,0x00,0x00,0x00,
 0x8f,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
-0x06,0x01,0x00,0x00,0x0e,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0x06,0x01,0x00,0x00,0x08,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
 0x07,0x01,0x00,0x00,0x06,0x01,0x00,0x00,0x20,0x00,0x04,0x00,
 0x08,0x01,0x00,0x00,0x0c,0x00,0x00,0x00,0x07,0x01,0x00,0x00,
 0x3b,0x00,0x04,0x00,0x08,0x01,0x00,0x00,0x09,0x01,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x32,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x10,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x33,0x00,0x06,0x00,
-0x17,0x00,0x00,0x00,0x11,0x01,0x00,0x00,0x10,0x01,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x36,0x00,0x05,0x00,
+0x44,0x00,0x00,0x00,0x11,0x01,0x00,0x00,0x10,0x01,0x00,0x00,
+0x38,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x36,0x00,0x05,0x00,
 0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x1b,0x00,0x00,0x00,0x7f,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x47,0x00,0x00,0x00,0x7f,0x00,0x00,0x00,
 0x7d,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x80,0x00,0x00,0x00,0x7f,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x1b,0x00,0x00,0x00,0x83,0x00,0x00,0x00,
+0x41,0x00,0x05,0x00,0x47,0x00,0x00,0x00,0x83,0x00,0x00,0x00,
 0x82,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x83,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x1b,0x00,0x00,0x00,0x19,0x01,0x00,0x00,
-0x19,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x47,0x00,0x00,0x00,0x19,0x01,0x00,0x00,
+0x46,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x1a,0x01,0x00,0x00,0x19,0x01,0x00,0x00,
-0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,0x1c,0x01,0x00,0x00,
-0x22,0x00,0x00,0x00,0x24,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x50,0x00,0x00,0x00,0x1c,0x01,0x00,0x00,
+0x4e,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x1d,0x01,0x00,0x00,0x1c,0x01,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x1e,0x01,0x00,0x00,
 0x1a,0x01,0x00,0x00,0x1d,0x01,0x00,0x00,0x89,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x22,0x01,0x00,0x00,0x1a,0x01,0x00,0x00,
-0x1d,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,
-0x24,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
+0x1d,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x50,0x00,0x00,0x00,
+0x24,0x01,0x00,0x00,0x4e,0x00,0x00,0x00,0x5b,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x25,0x01,0x00,0x00,
 0x24,0x01,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x26,0x01,0x00,0x00,0x1e,0x01,0x00,0x00,0x25,0x01,0x00,0x00,
-0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,0x28,0x01,0x00,0x00,
-0x22,0x00,0x00,0x00,0x36,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x50,0x00,0x00,0x00,0x28,0x01,0x00,0x00,
+0x4e,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x29,0x01,0x00,0x00,0x28,0x01,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x2a,0x01,0x00,0x00,
 0x22,0x01,0x00,0x00,0x29,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
-0x25,0x00,0x00,0x00,0x2c,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
-0x3c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x50,0x00,0x00,0x00,0x2c,0x01,0x00,0x00,0x4e,0x00,0x00,0x00,
+0x67,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x2d,0x01,0x00,0x00,0x2c,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x2e,0x01,0x00,0x00,0x26,0x01,0x00,0x00,
 0x2d,0x01,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x30,0x01,0x00,0x00,0x2e,0x01,0x00,0x00,0x2a,0x01,0x00,0x00,
-0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,0x32,0x01,0x00,0x00,
-0x22,0x00,0x00,0x00,0x43,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x41,0x00,0x05,0x00,0x50,0x00,0x00,0x00,0x32,0x01,0x00,0x00,
+0x4e,0x00,0x00,0x00,0x6e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x33,0x01,0x00,0x00,0x32,0x01,0x00,0x00,
 0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x34,0x01,0x00,0x00,
 0x30,0x01,0x00,0x00,0x33,0x01,0x00,0x00,0x41,0x00,0x05,0x00,
-0x25,0x00,0x00,0x00,0x36,0x01,0x00,0x00,0x22,0x00,0x00,0x00,
-0x48,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x50,0x00,0x00,0x00,0x36,0x01,0x00,0x00,0x4e,0x00,0x00,0x00,
+0x73,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x37,0x01,0x00,0x00,0x36,0x01,0x00,0x00,0x84,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x38,0x01,0x00,0x00,0x1a,0x01,0x00,0x00,
-0x37,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,
-0x3a,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
+0x37,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x50,0x00,0x00,0x00,
+0x3a,0x01,0x00,0x00,0x4e,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x3b,0x01,0x00,0x00,
 0x3a,0x01,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x3c,0x01,0x00,0x00,0x1a,0x01,0x00,0x00,0x3b,0x01,0x00,0x00,
@@ -137051,8 +140739,8 @@ unsigned char mul_mat_vec_q8_0_f32_f32_data[] = {
 0x98,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x98,0x00,0x00,0x00,
 0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0x5c,0x01,0x00,0x00,
 0x7e,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0xe6,0x00,0x00,0x00,
-0x99,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x25,0x00,0x00,0x00,
-0x9e,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
+0x99,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x50,0x00,0x00,0x00,
+0x9e,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x9f,0x00,0x00,0x00,
 0x9e,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xa0,0x00,0x00,0x00,0x9f,0x00,0x00,0x00,0x8f,0x00,0x00,0x00,
@@ -137070,60 +140758,60 @@ unsigned char mul_mat_vec_q8_0_f32_f32_data[] = {
 0x80,0x00,0x00,0x00,0x9f,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xb0,0x00,0x00,0x00,0xae,0x00,0x00,0x00,
 0xa9,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0xb1,0x00,0x00,0x00,0xb0,0x00,0x00,0x00,0x55,0x00,0x00,0x00,
+0xb1,0x00,0x00,0x00,0xb0,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
 0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,
-0xa9,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0xa9,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xb5,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xba,0x00,0x00,0x00,0xa9,0x00,0x00,0x00,0xb4,0x00,0x00,0x00,
 0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xbe,0x00,0x00,0x00,
-0x34,0x01,0x00,0x00,0x55,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x34,0x01,0x00,0x00,0x1a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x42,0x01,0x00,0x00,0xbe,0x00,0x00,0x00,
-0xb1,0x00,0x00,0x00,0x41,0x00,0x07,0x00,0x60,0x00,0x00,0x00,
-0x43,0x01,0x00,0x00,0x5b,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
-0x42,0x01,0x00,0x00,0x5c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x53,0x00,0x00,0x00,0x44,0x01,0x00,0x00,0x43,0x01,0x00,0x00,
-0x73,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0x45,0x01,0x00,0x00,
-0x44,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x69,0x00,0x00,0x00,
-0x4a,0x01,0x00,0x00,0x5b,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
-0x42,0x01,0x00,0x00,0x67,0x00,0x00,0x00,0xb5,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x54,0x00,0x00,0x00,0x4b,0x01,0x00,0x00,
-0x4a,0x01,0x00,0x00,0x72,0x00,0x04,0x00,0x23,0x00,0x00,0x00,
+0xb1,0x00,0x00,0x00,0x41,0x00,0x07,0x00,0x26,0x00,0x00,0x00,
+0x43,0x01,0x00,0x00,0x20,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x42,0x01,0x00,0x00,0x22,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x18,0x00,0x00,0x00,0x44,0x01,0x00,0x00,0x43,0x01,0x00,0x00,
+0x73,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x45,0x01,0x00,0x00,
+0x44,0x01,0x00,0x00,0x41,0x00,0x08,0x00,0x2f,0x00,0x00,0x00,
+0x4a,0x01,0x00,0x00,0x20,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x42,0x01,0x00,0x00,0x2d,0x00,0x00,0x00,0xb5,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x19,0x00,0x00,0x00,0x4b,0x01,0x00,0x00,
+0x4a,0x01,0x00,0x00,0x72,0x00,0x04,0x00,0x21,0x00,0x00,0x00,
 0x4c,0x01,0x00,0x00,0x4b,0x01,0x00,0x00,0x6f,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0x4d,0x01,0x00,0x00,0x4c,0x01,0x00,0x00,
+0x08,0x00,0x00,0x00,0x4d,0x01,0x00,0x00,0x4c,0x01,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x52,0x01,0x00,0x00,
-0xb5,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
-0x69,0x00,0x00,0x00,0x53,0x01,0x00,0x00,0x5b,0x00,0x00,0x00,
-0x5c,0x00,0x00,0x00,0x42,0x01,0x00,0x00,0x67,0x00,0x00,0x00,
-0x52,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x54,0x00,0x00,0x00,
+0xb5,0x00,0x00,0x00,0x38,0x00,0x00,0x00,0x41,0x00,0x08,0x00,
+0x2f,0x00,0x00,0x00,0x53,0x01,0x00,0x00,0x20,0x00,0x00,0x00,
+0x22,0x00,0x00,0x00,0x42,0x01,0x00,0x00,0x2d,0x00,0x00,0x00,
+0x52,0x01,0x00,0x00,0x3d,0x00,0x04,0x00,0x19,0x00,0x00,0x00,
 0x54,0x01,0x00,0x00,0x53,0x01,0x00,0x00,0x72,0x00,0x04,0x00,
-0x23,0x00,0x00,0x00,0x55,0x01,0x00,0x00,0x54,0x01,0x00,0x00,
-0x6f,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0x56,0x01,0x00,0x00,
-0x55,0x01,0x00,0x00,0x50,0x00,0x05,0x00,0x0f,0x00,0x00,0x00,
+0x21,0x00,0x00,0x00,0x55,0x01,0x00,0x00,0x54,0x01,0x00,0x00,
+0x6f,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0x56,0x01,0x00,0x00,
+0x55,0x01,0x00,0x00,0x50,0x00,0x05,0x00,0x09,0x00,0x00,0x00,
 0x57,0x01,0x00,0x00,0x4d,0x01,0x00,0x00,0x56,0x01,0x00,0x00,
-0x8e,0x00,0x05,0x00,0x0f,0x00,0x00,0x00,0x59,0x01,0x00,0x00,
+0x8e,0x00,0x05,0x00,0x09,0x00,0x00,0x00,0x59,0x01,0x00,0x00,
 0x57,0x01,0x00,0x00,0x45,0x01,0x00,0x00,0x51,0x00,0x05,0x00,
-0x0e,0x00,0x00,0x00,0xc7,0x00,0x00,0x00,0x59,0x01,0x00,0x00,
+0x08,0x00,0x00,0x00,0xc7,0x00,0x00,0x00,0x59,0x01,0x00,0x00,
 0x00,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0xce,0x00,0x00,0x00,0x38,0x01,0x00,0x00,0xba,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
 0xce,0x00,0x00,0x00,0xb5,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
 0xd1,0x00,0x00,0x00,0xd2,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,
-0x5c,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x0e,0x00,0x00,0x00,0xd3,0x00,0x00,0x00,0xd2,0x00,0x00,0x00,
-0x51,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,
+0x22,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x08,0x00,0x00,0x00,0xd3,0x00,0x00,0x00,0xd2,0x00,0x00,0x00,
+0x51,0x00,0x05,0x00,0x08,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,
 0x59,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0xdc,0x00,0x00,0x00,0xd0,0x00,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0xd1,0x00,0x00,0x00,
-0xdd,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
-0xdc,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0x38,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0xd1,0x00,0x00,0x00,
+0xdd,0x00,0x00,0x00,0xcb,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0xdc,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0xde,0x00,0x00,0x00,0xdd,0x00,0x00,0x00,0x85,0x00,0x05,0x00,
-0x0e,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,
-0xde,0x00,0x00,0x00,0x0c,0x00,0x08,0x00,0x0e,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,0xd6,0x00,0x00,0x00,
+0xde,0x00,0x00,0x00,0x0c,0x00,0x08,0x00,0x08,0x00,0x00,0x00,
 0xe0,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
 0xc7,0x00,0x00,0x00,0xd3,0x00,0x00,0x00,0xdf,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0xe2,0x00,0x00,0x00,
-0x96,0x00,0x00,0x00,0x81,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xe2,0x00,0x00,0x00,
+0x96,0x00,0x00,0x00,0x81,0x00,0x05,0x00,0x08,0x00,0x00,0x00,
 0xe3,0x00,0x00,0x00,0xe2,0x00,0x00,0x00,0xe0,0x00,0x00,0x00,
 0x3e,0x00,0x03,0x00,0x96,0x00,0x00,0x00,0xe3,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0xe6,0x00,0x00,0x00,
@@ -137147,17 +140835,17 @@ unsigned char mul_mat_vec_q8_0_f32_f32_data[] = {
 0x06,0x00,0x00,0x00,0xf9,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
 0x5d,0x01,0x00,0x00,0x41,0x00,0x05,0x00,0x95,0x00,0x00,0x00,
 0xfa,0x00,0x00,0x00,0x92,0x00,0x00,0x00,0xf9,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
-0xfa,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,0xfb,0x00,0x00,0x00,
+0xfa,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0xfd,0x00,0x00,0x00,0x96,0x00,0x00,0x00,0x81,0x00,0x05,0x00,
-0x0e,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,
+0x08,0x00,0x00,0x00,0xfe,0x00,0x00,0x00,0xfd,0x00,0x00,0x00,
 0xfb,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,0x96,0x00,0x00,0x00,
 0xfe,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0xf5,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0xf5,0x00,0x00,0x00,0xe0,0x00,0x04,0x00,
 0xa6,0x00,0x00,0x00,0xa6,0x00,0x00,0x00,0xe7,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xed,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xed,0x00,0x00,0x00,0xc2,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x01,0x01,0x00,0x00,0x5d,0x01,0x00,0x00,0x67,0x00,0x00,0x00,
+0x01,0x01,0x00,0x00,0x5d,0x01,0x00,0x00,0x2d,0x00,0x00,0x00,
 0xf9,0x00,0x02,0x00,0xea,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0xec,0x00,0x00,0x00,0xaa,0x00,0x05,0x00,0xa1,0x00,0x00,0x00,
 0x03,0x01,0x00,0x00,0x84,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,
@@ -137167,10 +140855,10 @@ unsigned char mul_mat_vec_q8_0_f32_f32_data[] = {
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,
 0x3c,0x01,0x00,0x00,0x80,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
 0x95,0x00,0x00,0x00,0x0d,0x01,0x00,0x00,0x92,0x00,0x00,0x00,
-0x5c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x0e,0x00,0x00,0x00,
+0x22,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x08,0x00,0x00,0x00,
 0x0e,0x01,0x00,0x00,0x0d,0x01,0x00,0x00,0x41,0x00,0x06,0x00,
 0xd1,0x00,0x00,0x00,0x0f,0x01,0x00,0x00,0x09,0x01,0x00,0x00,
-0x5c,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
+0x22,0x00,0x00,0x00,0x0c,0x01,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x0f,0x01,0x00,0x00,0x0e,0x01,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x05,0x01,0x00,0x00,0xf8,0x00,0x02,0x00,0x05,0x01,0x00,0x00,
 0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,

diff --git a/ggml-vulkan.cpp b/ggml-vulkan.cpp
index e2d17a3523a4835055a2e3b820f572dde62fb9f3..f389934ead3ed3b7c82dbe34503ceaeb6c568f46 100644 (file)
--- a/ggml-vulkan.cpp
+++ b/ggml-vulkan.cpp
@@ -8,6 +8,7 @@
 
 #include <algorithm>
 #include <cmath>
+#include <iomanip>
 #include <iostream>
 #include <tuple>
 #include <vector>
@@ -57,6 +58,12 @@ static_assert(K_QUANTS_PER_ITERATION == 1 || K_QUANTS_PER_ITERATION == 2, "K_QUA
         }                                                           \
     } while (0)
 
+#ifdef GGML_VULKAN_DEBUG
+#define VK_LOG_DEBUG(msg) std::cerr << msg << std::endl
+#else
+#define VK_LOG_DEBUG(msg) ((void) 0)
+#endif // GGML_VULKAN_DEBUG
+
 struct ggml_backend_vk_context;
 
 struct vk_queue {
@@ -159,9 +166,7 @@ struct vk_device {
     std::vector<vk_pipeline_ref> pipelines;
 
     ~vk_device() {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "destroy device " << name << std::endl;
-#endif
+        VK_LOG_DEBUG("destroy device " << name);
         device.destroyCommandPool(compute_queue.pool);
         if (!single_queue) {
             device.destroyCommandPool(transfer_queue.pool);
@@ -196,9 +201,7 @@ struct vk_buffer_struct {
         if (size == 0) {
             return;
         }
-#ifdef GGML_VULKAN_DEBUG
-        std::cerr << "~vk_buffer_struct(" << buffer << ", " << size << ")" << std::endl;
-#endif
+        VK_LOG_DEBUG("~vk_buffer_struct(" << buffer << ", " << size << ")");
 
         device->device.freeMemory(device_memory);
         device->device.destroyBuffer(buffer);
@@ -355,6 +358,49 @@ struct ggml_vk_garbage_collector {
     std::vector<vk_context> contexts;
 };
 
+#if defined(GGML_VULKAN_MEMORY_DEBUG) || defined(GGML_VULKAN_DEBUG)
+#include <mutex>
+
+#define VK_LOG_MEMORY(msg) std::cerr << "ggml_vulkan memory: " << msg << std::endl
+
+static std::string format_size(size_t size) {
+    const size_t kib = 1024;
+    const size_t mib = kib * 1024;
+    const size_t gib = mib * 1024;
+
+    std::ostringstream oss;
+    oss << std::fixed << std::setprecision(2);
+
+    if (size >= gib) {
+        oss << static_cast<double>(size) / gib << " GiB";
+    } else if (size >= mib) {
+        oss << static_cast<double>(size) / mib << " MiB";
+    } else if (size >= kib) {
+        oss << static_cast<double>(size) / kib << " KiB";
+    } else {
+        oss << size << " B";
+    }
+
+    return oss.str();
+}
+
+static std::mutex log_mutex;
+
+class vk_memory_logger {
+public:
+    vk_memory_logger(): total_device(0), total_host(0) {}
+    void log_allocation(vk_buffer_ref buf_ref, size_t size);
+    void log_deallocation(vk_buffer_ref buf_ref);
+
+private:
+    std::map<vk::Buffer, size_t> allocations; // Track allocations
+    size_t total_device;
+    size_t total_host;
+};
+#else
+#define VK_LOG_MEMORY(msg) ((void) 0)
+#endif // GGML_VULKAN_MEMORY_DEBUG
+
 struct ggml_backend_vk_context {
     std::string name;
 
@@ -379,8 +425,45 @@ struct ggml_backend_vk_context {
     bool initialized;
 
     size_t idx;
+
+#ifdef GGML_VULKAN_MEMORY_DEBUG
+    vk_memory_logger memory_logger;
+#endif
 };
 
+#ifdef GGML_VULKAN_MEMORY_DEBUG
+void vk_memory_logger::log_allocation(vk_buffer_ref buf_ref, size_t size) {
+    std::lock_guard<std::mutex> guard(log_mutex);
+    vk_buffer buf = buf_ref.lock();
+    const bool device = bool(buf->memory_property_flags & vk::MemoryPropertyFlagBits::eDeviceLocal);
+    const std::string type = device ? "device" : "host";
+    allocations[buf->buffer] = size;
+    total_device += device ? size : 0;
+    total_host += device ? 0 : size;
+    VK_LOG_MEMORY("VULKAN" << buf->ctx->idx << ": +" << format_size(size) << " " << type << " at " << buf->buffer << ". Total device: " << format_size(total_device) << ", total host: " << format_size(total_host));
+}
+
+void vk_memory_logger::log_deallocation(vk_buffer_ref buf_ref) {
+    if (buf_ref.expired() || buf_ref.lock()->size == 0) {
+        return;
+    }
+
+    std::lock_guard<std::mutex> guard(log_mutex);
+    vk_buffer buf = buf_ref.lock();
+    const bool device = bool(buf->memory_property_flags & vk::MemoryPropertyFlagBits::eDeviceLocal);
+    std::string type = device ? "device" : "host";
+    auto it = allocations.find(buf->buffer);
+    total_device -= device ? it->second : 0;
+    total_host -= device ? 0 : it->second;
+    if (it != allocations.end()) {
+        VK_LOG_MEMORY("VULKAN" << buf->ctx->idx << ": -" << format_size(it->second) << " " << type << " at " << buf->buffer << ". Total device: " << format_size(total_device) << ", total host: " << format_size(total_host));
+        allocations.erase(it);
+    } else {
+        VK_LOG_MEMORY("ERROR VULKAN" << buf->ctx->idx << ": Attempted to deallocate unknown " << type << " memory at " << buf->buffer);
+    }
+}
+#endif // GGML_VULKAN_MEMORY_DEBUG
+
 struct vk_instance_t {
     vk::Instance instance;
 
@@ -393,15 +476,11 @@ struct vk_instance_t {
 };
 
 static std::shared_ptr<vk_device> ggml_vk_get_device(size_t idx) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_get_device(" << idx << ")" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_get_device(" << idx << ")");
     static std::weak_ptr<vk_device> devices[GGML_VK_MAX_DEVICES];
 
     if (devices[idx].expired()) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "Initializing new vk_device" << std::endl;
-#endif
+        VK_LOG_DEBUG("Initializing new vk_device");
         std::shared_ptr<vk_device> device = std::make_shared<vk_device>();
         device->initialized = false;
         devices[idx] = device;
@@ -428,9 +507,7 @@ static vk_instance_t vk_instance;
 GGML_CALL static void ggml_backend_vk_free(ggml_backend_t backend);
 
 static void ggml_vk_create_pipeline(ggml_backend_vk_context * ctx, vk_pipeline& pipeline, const std::string& name, size_t spv_size, const void* spv_data, const std::string& entrypoint, uint32_t parameter_count, uint32_t push_constant_size, std::array<uint32_t, 3> wg_denoms, std::vector<uint32_t>&& specialization_constants, uint32_t align) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_create_pipeline(" << name << ", " << entrypoint << ", " << parameter_count << ", " << push_constant_size << ", (" << wg_denoms[0] << "," << wg_denoms[1] << "," << wg_denoms[2] << "), specialization_constants, " << align << ")" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_create_pipeline(" << name << ", " << entrypoint << ", " << parameter_count << ", " << push_constant_size << ", (" << wg_denoms[0] << "," << wg_denoms[1] << "," << wg_denoms[2] << "), specialization_constants, " << align << ")");
     GGML_ASSERT(parameter_count > 0);
     GGML_ASSERT(wg_denoms[0] > 0 && wg_denoms[1] > 0 && wg_denoms[2] > 0); // NOLINT
 
@@ -531,9 +608,7 @@ static void ggml_vk_create_pipeline(ggml_backend_vk_context * ctx, vk_pipeline&
 }
 
 static void ggml_vk_destroy_pipeline(vk::Device& device, vk_pipeline& pipeline) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_pipeline_destroy_pipeline(" << pipeline->name << ")" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_pipeline_destroy_pipeline(" << pipeline->name << ")");
     for (auto& pool : pipeline->descriptor_pools) {
         device.destroyDescriptorPool(pool);
     }
@@ -551,9 +626,7 @@ static void ggml_vk_destroy_pipeline(vk::Device& device, vk_pipeline& pipeline)
 }
 
 static void ggml_pipeline_allocate_descriptor_sets(ggml_backend_vk_context * ctx, vk_pipeline& pipeline, uint32_t n) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_pipeline_allocate_descriptor_sets(" << pipeline->name << ", " << n << ")" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_pipeline_allocate_descriptor_sets(" << pipeline->name << ", " << n << ")");
     if (pipeline->descriptor_sets.size() >= pipeline->descriptor_set_idx + n) {
         // Enough descriptors are available
         return;
@@ -583,16 +656,12 @@ static void ggml_pipeline_allocate_descriptor_sets(ggml_backend_vk_context * ctx
 }
 
 static void ggml_pipeline_cleanup(vk_pipeline& pipeline) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_pipeline_cleanup(" << pipeline->name << ")" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_pipeline_cleanup(" << pipeline->name << ")");
     pipeline->descriptor_set_idx = 0;
 }
 
 static vk::CommandBuffer ggml_vk_create_cmd_buffer(ggml_backend_vk_context * ctx, vk_queue& q) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_create_cmd_buffer()" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_create_cmd_buffer()");
     if (q.cmd_buffers.size() > q.cmd_buffer_idx) {
         // Reuse command buffer
         return q.cmd_buffers[q.cmd_buffer_idx++];
@@ -612,9 +681,7 @@ static vk::CommandBuffer ggml_vk_create_cmd_buffer(ggml_backend_vk_context * ctx
 }
 
 static vk_submission ggml_vk_create_submission(ggml_backend_vk_context * ctx, vk_queue& q, std::vector<vk_semaphore> wait_semaphores, std::vector<vk_semaphore> signal_semaphores) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_create_submission()" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_create_submission()");
     vk_submission s;
     s.buffer = ggml_vk_create_cmd_buffer(ctx, q);
     s.wait_semaphores = std::move(wait_semaphores);
@@ -623,9 +690,7 @@ static vk_submission ggml_vk_create_submission(ggml_backend_vk_context * ctx, vk
 }
 
 static void ggml_vk_submit(vk_context * ctx, vk::Fence fence) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_submit(" << ctx->seqs.size() << ", " << fence << ")" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_submit(" << ctx->seqs.size() << ", " << fence << ")");
     if (ctx->seqs.empty()) {
         return;
     }
@@ -699,9 +764,7 @@ static void ggml_vk_submit(vk_context * ctx, vk::Fence fence) {
 }
 
 static uint32_t ggml_vk_find_queue_family_index(std::vector<vk::QueueFamilyProperties>& queue_family_props, const vk::QueueFlags& required, const vk::QueueFlags& avoid, int32_t compute_index, uint32_t min_num_queues) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_find_queue_family_index()" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_find_queue_family_index()");
     const uint32_t qfsize = queue_family_props.size();
 
     // Try with avoid preferences first
@@ -747,9 +810,7 @@ static uint32_t ggml_vk_find_queue_family_index(std::vector<vk::QueueFamilyPrope
 }
 
 static void ggml_vk_create_queue(ggml_backend_vk_context * ctx, vk_queue& q, uint32_t queue_family_index, uint32_t queue_index, vk::PipelineStageFlags&& stage_flags) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_create_queue()" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_create_queue()");
     q.queue_family_index = queue_family_index;
 
     vk::CommandPoolCreateInfo command_pool_create_info_compute(vk::CommandPoolCreateFlags(VK_COMMAND_POOL_CREATE_TRANSIENT_BIT), queue_family_index);
@@ -763,9 +824,7 @@ static void ggml_vk_create_queue(ggml_backend_vk_context * ctx, vk_queue& q, uin
 }
 
 static vk_context * ggml_vk_create_context(ggml_backend_vk_context * ctx, vk_queue& q) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_create_context()" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_create_context()");
     ctx->gc.contexts.emplace_back();
     vk_context * result = &ctx->gc.contexts[ctx->gc.contexts.size() - 1];
     memset((void *) result, 0, sizeof(vk_context));
@@ -775,9 +834,7 @@ static vk_context * ggml_vk_create_context(ggml_backend_vk_context * ctx, vk_que
 }
 
 static vk_semaphore * ggml_vk_create_binary_semaphore(ggml_backend_vk_context * ctx) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_create_timeline_semaphore()" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_create_timeline_semaphore()");
     vk::SemaphoreTypeCreateInfo tci{ vk::SemaphoreType::eBinary, 0 };
     vk::SemaphoreCreateInfo ci{};
     ci.setPNext(&tci);
@@ -787,9 +844,7 @@ static vk_semaphore * ggml_vk_create_binary_semaphore(ggml_backend_vk_context *
 }
 
 static vk_semaphore * ggml_vk_create_timeline_semaphore(ggml_backend_vk_context * ctx) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_create_timeline_semaphore()" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_create_timeline_semaphore()");
     if (ctx->semaphore_idx >= ctx->gc.tl_semaphores.size()) {
         vk::SemaphoreTypeCreateInfo tci{ vk::SemaphoreType::eTimeline, 0 };
         vk::SemaphoreCreateInfo ci{};
@@ -808,9 +863,7 @@ static vk::Event ggml_vk_create_event(ggml_backend_vk_context * ctx) {
 }
 
 static void ggml_vk_queue_cleanup(ggml_backend_vk_context * ctx, vk_queue& q) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_queue_cleanup()" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_queue_cleanup()");
     // Requires command buffers to be done
 
     ctx->device->device.resetCommandPool(q.pool);
@@ -830,9 +883,7 @@ static uint32_t find_properties(const vk::PhysicalDeviceMemoryProperties* mem_pr
 }
 
 static vk_buffer ggml_vk_create_buffer(ggml_backend_vk_context * ctx, size_t size, vk::MemoryPropertyFlags req_flags, vk::MemoryPropertyFlags fallback_flags = vk::MemoryPropertyFlags(0)) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_create_buffer(device " << ctx->idx << ", " << size << ", " << to_string(req_flags) << ", " << to_string(fallback_flags) << ")" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_create_buffer(device " << ctx->idx << ", " << size << ", " << to_string(req_flags) << ", " << to_string(fallback_flags) << ")");
     vk_buffer buf = std::make_shared<vk_buffer_struct>();
 
     if (size == 0) {
@@ -892,8 +943,8 @@ static vk_buffer ggml_vk_create_buffer(ggml_backend_vk_context * ctx, size_t siz
 
     buf->device = ctx->device;
 
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "Created buffer " << buf->buffer << std::endl;
+#ifdef GGML_VULKAN_MEMORY_DEBUG
+    ctx->memory_logger.log_allocation(buf, size);
 #endif
 
     return buf;
@@ -928,6 +979,14 @@ static vk_buffer ggml_vk_create_buffer_device(ggml_backend_vk_context * ctx, siz
 }
 
 static void ggml_vk_destroy_buffer(vk_buffer& buf) {
+    if (buf == nullptr) {
+        return;
+    }
+
+#ifdef GGML_VULKAN_MEMORY_DEBUG
+    buf->ctx->memory_logger.log_deallocation(buf);
+#endif
+
     buf.reset();
 }
 
@@ -936,9 +995,7 @@ static vk_subbuffer ggml_vk_subbuffer(vk_buffer& buf) {
 }
 
 static void ggml_vk_sync_buffers(vk_context * ctx) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_sync_buffers()" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_sync_buffers()");
     const std::vector<vk::MemoryBarrier> mem_barriers{ { { vk::AccessFlagBits::eMemoryRead | vk::AccessFlagBits::eMemoryWrite }, { vk::AccessFlagBits::eMemoryRead | vk::AccessFlagBits::eMemoryWrite } } };
 
     ctx->s->buffer.pipelineBarrier(
@@ -952,9 +1009,7 @@ static void ggml_vk_sync_buffers(vk_context * ctx) {
 }
 
 static void ggml_vk_wait_events(vk_context * ctx, std::vector<vk::Event>&& events) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_wait_events()" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_wait_events()");
     if (events.empty()) {
         return;
     }
@@ -989,9 +1044,7 @@ static bool ggml_vk_build_shader(ggml_type type) {
 }
 
 static void ggml_vk_load_shaders(ggml_backend_vk_context * ctx) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_load_shaders(" << ctx->name << ")" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_load_shaders(" << ctx->name << ")");
 
     const std::shared_ptr<vk_device> device = ctx->device;
 
@@ -1042,12 +1095,12 @@ static void ggml_vk_load_shaders(ggml_backend_vk_context * ctx) {
     ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q6_K] = std::make_shared<vk_matmul_pipeline_struct>();
 
     if (device->fp16) {
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32->l, "matmul_f32_l", matmul_f32_len, matmul_f32_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_l, 1);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32->m, "matmul_f32_m", matmul_f32_len, matmul_f32_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_m, 1);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32->s, "matmul_f32_s", matmul_f32_len, matmul_f32_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_s, 1);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32->a_l, "matmul_f32_aligned_l", matmul_f32_aligned_len, matmul_f32_aligned_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_l, l_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32->a_m, "matmul_f32_aligned_m", matmul_f32_aligned_len, matmul_f32_aligned_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_m, m_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32->a_s, "matmul_f32_aligned_s", matmul_f32_aligned_len, matmul_f32_aligned_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32->l, "matmul_f32_l", matmul_f32_f32_len, matmul_f32_f32_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_l, 1);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32->m, "matmul_f32_m", matmul_f32_f32_len, matmul_f32_f32_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_m, 1);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32->s, "matmul_f32_s", matmul_f32_f32_len, matmul_f32_f32_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_s, 1);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32->a_l, "matmul_f32_aligned_l", matmul_f32_f32_aligned_len, matmul_f32_f32_aligned_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32->a_m, "matmul_f32_aligned_m", matmul_f32_f32_aligned_len, matmul_f32_f32_aligned_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32->a_s, "matmul_f32_aligned_s", matmul_f32_f32_aligned_len, matmul_f32_f32_aligned_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_s, s_align);
 
         ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32_f16->l, "matmul_f32_f16_l", matmul_f32_f16_len, matmul_f32_f16_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_l, 1);
         ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32_f16->m, "matmul_f32_f16_m", matmul_f32_f16_len, matmul_f32_f16_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_m, 1);
@@ -1140,12 +1193,12 @@ static void ggml_vk_load_shaders(ggml_backend_vk_context * ctx) {
         ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q6_K]->a_m, "matmul_q6_k_f32_aligned_m", matmul_q6_k_f32_aligned_len, matmul_q6_k_f32_aligned_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
         ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q6_K]->a_s, "matmul_q6_k_f32_aligned_s", matmul_q6_k_f32_aligned_len, matmul_q6_k_f32_aligned_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
 
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f32->l, "matmul_id_f32_l", matmul_id_f32_len, matmul_id_f32_data, "main", 4, sizeof(vk_mat_mat_id_push_constants), l_wg_denoms, warptile_l, 1);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f32->m, "matmul_id_f32_m", matmul_id_f32_len, matmul_id_f32_data, "main", 4, sizeof(vk_mat_mat_id_push_constants), m_wg_denoms, warptile_m, 1);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f32->s, "matmul_id_f32_s", matmul_id_f32_len, matmul_id_f32_data, "main", 4, sizeof(vk_mat_mat_id_push_constants), s_wg_denoms, warptile_s, 1);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f32->a_l, "matmul_id_f32_aligned_l", matmul_id_f32_aligned_len, matmul_id_f32_aligned_data, "main", 4, sizeof(vk_mat_mat_id_push_constants), l_wg_denoms, warptile_l, l_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f32->a_m, "matmul_id_f32_aligned_m", matmul_id_f32_aligned_len, matmul_id_f32_aligned_data, "main", 4, sizeof(vk_mat_mat_id_push_constants), m_wg_denoms, warptile_m, m_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f32->a_s, "matmul_id_f32_aligned_s", matmul_id_f32_aligned_len, matmul_id_f32_aligned_data, "main", 4, sizeof(vk_mat_mat_id_push_constants), s_wg_denoms, warptile_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f32->l, "matmul_id_f32_l", matmul_id_f32_f32_len, matmul_id_f32_f32_data, "main", 4, sizeof(vk_mat_mat_id_push_constants), l_wg_denoms, warptile_l, 1);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f32->m, "matmul_id_f32_m", matmul_id_f32_f32_len, matmul_id_f32_f32_data, "main", 4, sizeof(vk_mat_mat_id_push_constants), m_wg_denoms, warptile_m, 1);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f32->s, "matmul_id_f32_s", matmul_id_f32_f32_len, matmul_id_f32_f32_data, "main", 4, sizeof(vk_mat_mat_id_push_constants), s_wg_denoms, warptile_s, 1);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f32->a_l, "matmul_id_f32_aligned_l", matmul_id_f32_f32_aligned_len, matmul_id_f32_f32_aligned_data, "main", 4, sizeof(vk_mat_mat_id_push_constants), l_wg_denoms, warptile_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f32->a_m, "matmul_id_f32_aligned_m", matmul_id_f32_f32_aligned_len, matmul_id_f32_f32_aligned_data, "main", 4, sizeof(vk_mat_mat_id_push_constants), m_wg_denoms, warptile_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f32->a_s, "matmul_id_f32_aligned_s", matmul_id_f32_f32_aligned_len, matmul_id_f32_f32_aligned_data, "main", 4, sizeof(vk_mat_mat_id_push_constants), s_wg_denoms, warptile_s, s_align);
 
         ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f16->l, "matmul_id_f16_l", matmul_id_f16_len, matmul_id_f16_data, "main", 4, sizeof(vk_mat_mat_id_push_constants), l_wg_denoms, warptile_l, 1);
         ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f16->m, "matmul_id_f16_m", matmul_id_f16_len, matmul_id_f16_data, "main", 4, sizeof(vk_mat_mat_id_push_constants), m_wg_denoms, warptile_m, 1);
@@ -1231,12 +1284,12 @@ static void ggml_vk_load_shaders(ggml_backend_vk_context * ctx) {
         ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q6_K]->a_m, "matmul_id_q6_k_f32_aligned_m", matmul_id_q6_k_f32_aligned_len, matmul_id_q6_k_f32_aligned_data, "main", 4, sizeof(vk_mat_mat_id_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
         ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat_id[GGML_TYPE_Q6_K]->a_s, "matmul_id_q6_k_f32_aligned_s", matmul_id_q6_k_f32_aligned_len, matmul_id_q6_k_f32_aligned_data, "main", 4, sizeof(vk_mat_mat_id_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
     } else {
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32->l, "matmul_f32_l", matmul_f32_fp32_len, matmul_f32_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_l, 1);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32->m, "matmul_f32_m", matmul_f32_fp32_len, matmul_f32_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_m, 1);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32->s, "matmul_f32_s", matmul_f32_fp32_len, matmul_f32_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_s, 1);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32->a_l, "matmul_f32_aligned_l", matmul_f32_aligned_fp32_len, matmul_f32_aligned_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_l, l_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32->a_m, "matmul_f32_aligned_m", matmul_f32_aligned_fp32_len, matmul_f32_aligned_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_m, m_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32->a_s, "matmul_f32_aligned_s", matmul_f32_aligned_fp32_len, matmul_f32_aligned_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32->l, "matmul_f32_l", matmul_f32_f32_fp32_len, matmul_f32_f32_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_l, 1);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32->m, "matmul_f32_m", matmul_f32_f32_fp32_len, matmul_f32_f32_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_m, 1);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32->s, "matmul_f32_s", matmul_f32_f32_fp32_len, matmul_f32_f32_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_s, 1);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32->a_l, "matmul_f32_aligned_l", matmul_f32_f32_aligned_fp32_len, matmul_f32_f32_aligned_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32->a_m, "matmul_f32_aligned_m", matmul_f32_f32_aligned_fp32_len, matmul_f32_f32_aligned_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32->a_s, "matmul_f32_aligned_s", matmul_f32_f32_aligned_fp32_len, matmul_f32_f32_aligned_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_s, s_align);
 
         ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32_f16->l, "matmul_f32_f16_l", matmul_f32_f16_fp32_len, matmul_f32_f16_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), l_wg_denoms, warptile_l, 1);
         ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_f32_f16->m, "matmul_f32_f16_m", matmul_f32_f16_fp32_len, matmul_f32_f16_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_m, 1);
@@ -1329,12 +1382,12 @@ static void ggml_vk_load_shaders(ggml_backend_vk_context * ctx) {
         ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q6_K]->a_m, "matmul_q6_k_f32_aligned_m", matmul_q6_k_f32_aligned_fp32_len, matmul_q6_k_f32_aligned_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), m_wg_denoms, warptile_mmq_m, m_align);
         ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_mat[GGML_TYPE_Q6_K]->a_s, "matmul_q6_k_f32_aligned_s", matmul_q6_k_f32_aligned_fp32_len, matmul_q6_k_f32_aligned_fp32_data, "main", 3, sizeof(vk_mat_mat_push_constants), s_wg_denoms, warptile_mmq_s, s_align);
 
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f32->l, "matmul_id_f32_l", matmul_id_f32_fp32_len, matmul_id_f32_fp32_data, "main", 4, sizeof(vk_mat_mat_id_push_constants), l_wg_denoms, warptile_l, 1);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f32->m, "matmul_id_f32_m", matmul_id_f32_fp32_len, matmul_id_f32_fp32_data, "main", 4, sizeof(vk_mat_mat_id_push_constants), m_wg_denoms, warptile_m, 1);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f32->s, "matmul_id_f32_s", matmul_id_f32_fp32_len, matmul_id_f32_fp32_data, "main", 4, sizeof(vk_mat_mat_id_push_constants), s_wg_denoms, warptile_s, 1);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f32->a_l, "matmul_id_f32_aligned_l", matmul_id_f32_aligned_fp32_len, matmul_id_f32_aligned_fp32_data, "main", 4, sizeof(vk_mat_mat_id_push_constants), l_wg_denoms, warptile_l, l_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f32->a_m, "matmul_id_f32_aligned_m", matmul_id_f32_aligned_fp32_len, matmul_id_f32_aligned_fp32_data, "main", 4, sizeof(vk_mat_mat_id_push_constants), m_wg_denoms, warptile_m, m_align);
-        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f32->a_s, "matmul_id_f32_aligned_s", matmul_id_f32_aligned_fp32_len, matmul_id_f32_aligned_fp32_data, "main", 4, sizeof(vk_mat_mat_id_push_constants), s_wg_denoms, warptile_s, s_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f32->l, "matmul_id_f32_l", matmul_id_f32_f32_fp32_len, matmul_id_f32_f32_fp32_data, "main", 4, sizeof(vk_mat_mat_id_push_constants), l_wg_denoms, warptile_l, 1);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f32->m, "matmul_id_f32_m", matmul_id_f32_f32_fp32_len, matmul_id_f32_f32_fp32_data, "main", 4, sizeof(vk_mat_mat_id_push_constants), m_wg_denoms, warptile_m, 1);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f32->s, "matmul_id_f32_s", matmul_id_f32_f32_fp32_len, matmul_id_f32_f32_fp32_data, "main", 4, sizeof(vk_mat_mat_id_push_constants), s_wg_denoms, warptile_s, 1);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f32->a_l, "matmul_id_f32_aligned_l", matmul_id_f32_f32_aligned_fp32_len, matmul_id_f32_f32_aligned_fp32_data, "main", 4, sizeof(vk_mat_mat_id_push_constants), l_wg_denoms, warptile_l, l_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f32->a_m, "matmul_id_f32_aligned_m", matmul_id_f32_f32_aligned_fp32_len, matmul_id_f32_f32_aligned_fp32_data, "main", 4, sizeof(vk_mat_mat_id_push_constants), m_wg_denoms, warptile_m, m_align);
+        ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f32->a_s, "matmul_id_f32_aligned_s", matmul_id_f32_f32_aligned_fp32_len, matmul_id_f32_f32_aligned_fp32_data, "main", 4, sizeof(vk_mat_mat_id_push_constants), s_wg_denoms, warptile_s, s_align);
 
         ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f16->l, "matmul_id_f16_l", matmul_id_f16_fp32_len, matmul_id_f16_fp32_data, "main", 4, sizeof(vk_mat_mat_id_push_constants), l_wg_denoms, warptile_l, 1);
         ggml_vk_create_pipeline(ctx, ctx->device->pipeline_matmul_id_f16->m, "matmul_id_f16_m", matmul_id_f16_fp32_len, matmul_id_f16_fp32_data, "main", 4, sizeof(vk_mat_mat_id_push_constants), m_wg_denoms, warptile_m, 1);
@@ -1429,11 +1482,11 @@ static void ggml_vk_load_shaders(ggml_backend_vk_context * ctx) {
     ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f32_f32[GGML_TYPE_Q5_0], "mul_mat_vec_q5_0_f32_f32", mul_mat_vec_q5_0_f32_f32_len, mul_mat_vec_q5_0_f32_f32_data, "main", 3, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
     ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f32_f32[GGML_TYPE_Q5_1], "mul_mat_vec_q5_1_f32_f32", mul_mat_vec_q5_1_f32_f32_len, mul_mat_vec_q5_1_f32_f32_data, "main", 3, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
     ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f32_f32[GGML_TYPE_Q8_0], "mul_mat_vec_q8_0_f32_f32", mul_mat_vec_q8_0_f32_f32_len, mul_mat_vec_q8_0_f32_f32_data, "main", 3, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
-    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f32_f32[GGML_TYPE_Q2_K], "mul_mat_vec_q2_K_f32_f32", mul_mat_vec_q2_K_f32_f32_len, mul_mat_vec_q2_K_f32_f32_data, "main", 3, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
-    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f32_f32[GGML_TYPE_Q3_K], "mul_mat_vec_q3_K_f32_f32", mul_mat_vec_q3_K_f32_f32_len, mul_mat_vec_q3_K_f32_f32_data, "main", 3, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
-    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f32_f32[GGML_TYPE_Q4_K], "mul_mat_vec_q4_K_f32_f32", mul_mat_vec_q4_K_f32_f32_len, mul_mat_vec_q4_K_f32_f32_data, "main", 3, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
-    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f32_f32[GGML_TYPE_Q5_K], "mul_mat_vec_q5_K_f32_f32", mul_mat_vec_q5_K_f32_f32_len, mul_mat_vec_q5_K_f32_f32_data, "main", 3, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
-    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f32_f32[GGML_TYPE_Q6_K], "mul_mat_vec_q6_K_f32_f32", mul_mat_vec_q6_K_f32_f32_len, mul_mat_vec_q6_K_f32_f32_data, "main", 3, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f32_f32[GGML_TYPE_Q2_K], "mul_mat_vec_q2_k_f32_f32", mul_mat_vec_q2_k_f32_f32_len, mul_mat_vec_q2_k_f32_f32_data, "main", 3, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f32_f32[GGML_TYPE_Q3_K], "mul_mat_vec_q3_k_f32_f32", mul_mat_vec_q3_k_f32_f32_len, mul_mat_vec_q3_k_f32_f32_data, "main", 3, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f32_f32[GGML_TYPE_Q4_K], "mul_mat_vec_q4_k_f32_f32", mul_mat_vec_q4_k_f32_f32_len, mul_mat_vec_q4_k_f32_f32_data, "main", 3, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f32_f32[GGML_TYPE_Q5_K], "mul_mat_vec_q5_k_f32_f32", mul_mat_vec_q5_k_f32_f32_len, mul_mat_vec_q5_k_f32_f32_data, "main", 3, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f32_f32[GGML_TYPE_Q6_K], "mul_mat_vec_q6_k_f32_f32", mul_mat_vec_q6_k_f32_f32_len, mul_mat_vec_q6_k_f32_f32_data, "main", 3, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
 
     ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f16_f32[GGML_TYPE_F32 ], "mul_mat_vec_f32_f16_f32",  mul_mat_vec_f32_f16_f32_len,  mul_mat_vec_f32_f16_f32_data,  "main", 3, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
     ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f16_f32[GGML_TYPE_F16 ], "mul_mat_vec_f16_f16_f32",  mul_mat_vec_f16_f16_f32_len,  mul_mat_vec_f16_f16_f32_data,  "main", 3, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
@@ -1442,11 +1495,11 @@ static void ggml_vk_load_shaders(ggml_backend_vk_context * ctx) {
     ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f16_f32[GGML_TYPE_Q5_0], "mul_mat_vec_q5_0_f16_f32", mul_mat_vec_q5_0_f16_f32_len, mul_mat_vec_q5_0_f16_f32_data, "main", 3, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
     ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f16_f32[GGML_TYPE_Q5_1], "mul_mat_vec_q5_1_f16_f32", mul_mat_vec_q5_1_f16_f32_len, mul_mat_vec_q5_1_f16_f32_data, "main", 3, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
     ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f16_f32[GGML_TYPE_Q8_0], "mul_mat_vec_q8_0_f16_f32", mul_mat_vec_q8_0_f16_f32_len, mul_mat_vec_q8_0_f16_f32_data, "main", 3, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
-    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f16_f32[GGML_TYPE_Q2_K], "mul_mat_vec_q2_K_f16_f32", mul_mat_vec_q2_K_f16_f32_len, mul_mat_vec_q2_K_f16_f32_data, "main", 3, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
-    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f16_f32[GGML_TYPE_Q3_K], "mul_mat_vec_q3_K_f16_f32", mul_mat_vec_q3_K_f16_f32_len, mul_mat_vec_q3_K_f16_f32_data, "main", 3, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
-    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f16_f32[GGML_TYPE_Q4_K], "mul_mat_vec_q4_K_f16_f32", mul_mat_vec_q4_K_f16_f32_len, mul_mat_vec_q4_K_f16_f32_data, "main", 3, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
-    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f16_f32[GGML_TYPE_Q5_K], "mul_mat_vec_q5_K_f16_f32", mul_mat_vec_q5_K_f16_f32_len, mul_mat_vec_q5_K_f16_f32_data, "main", 3, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
-    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f16_f32[GGML_TYPE_Q6_K], "mul_mat_vec_q6_K_f16_f32", mul_mat_vec_q6_K_f16_f32_len, mul_mat_vec_q6_K_f16_f32_data, "main", 3, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f16_f32[GGML_TYPE_Q2_K], "mul_mat_vec_q2_k_f16_f32", mul_mat_vec_q2_k_f16_f32_len, mul_mat_vec_q2_k_f16_f32_data, "main", 3, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f16_f32[GGML_TYPE_Q3_K], "mul_mat_vec_q3_k_f16_f32", mul_mat_vec_q3_k_f16_f32_len, mul_mat_vec_q3_k_f16_f32_data, "main", 3, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f16_f32[GGML_TYPE_Q4_K], "mul_mat_vec_q4_k_f16_f32", mul_mat_vec_q4_k_f16_f32_len, mul_mat_vec_q4_k_f16_f32_data, "main", 3, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f16_f32[GGML_TYPE_Q5_K], "mul_mat_vec_q5_k_f16_f32", mul_mat_vec_q5_k_f16_f32_len, mul_mat_vec_q5_k_f16_f32_data, "main", 3, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_f16_f32[GGML_TYPE_Q6_K], "mul_mat_vec_q6_k_f16_f32", mul_mat_vec_q6_k_f16_f32_len, mul_mat_vec_q6_k_f16_f32_data, "main", 3, sizeof(vk_mat_vec_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
 
     ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_id_f32[GGML_TYPE_F32 ], "mul_mat_vec_id_f32_f32",  mul_mat_vec_id_f32_f32_len,  mul_mat_vec_id_f32_f32_data,  "main", 4, sizeof(vk_mat_vec_id_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
     ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_id_f32[GGML_TYPE_F16 ], "mul_mat_vec_id_f16_f32",  mul_mat_vec_id_f16_f32_len,  mul_mat_vec_id_f16_f32_data,  "main", 4, sizeof(vk_mat_vec_id_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
@@ -1455,11 +1508,11 @@ static void ggml_vk_load_shaders(ggml_backend_vk_context * ctx) {
     ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_id_f32[GGML_TYPE_Q5_0], "mul_mat_vec_id_q5_0_f32", mul_mat_vec_id_q5_0_f32_len, mul_mat_vec_id_q5_0_f32_data, "main", 4, sizeof(vk_mat_vec_id_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
     ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_id_f32[GGML_TYPE_Q5_1], "mul_mat_vec_id_q5_1_f32", mul_mat_vec_id_q5_1_f32_len, mul_mat_vec_id_q5_1_f32_data, "main", 4, sizeof(vk_mat_vec_id_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
     ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_id_f32[GGML_TYPE_Q8_0], "mul_mat_vec_id_q8_0_f32", mul_mat_vec_id_q8_0_f32_len, mul_mat_vec_id_q8_0_f32_data, "main", 4, sizeof(vk_mat_vec_id_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
-    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_id_f32[GGML_TYPE_Q2_K], "mul_mat_vec_id_q2_K_f32", mul_mat_vec_id_q2_K_f32_len, mul_mat_vec_id_q2_K_f32_data, "main", 4, sizeof(vk_mat_vec_id_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
-    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_id_f32[GGML_TYPE_Q3_K], "mul_mat_vec_id_q3_K_f32", mul_mat_vec_id_q3_K_f32_len, mul_mat_vec_id_q3_K_f32_data, "main", 4, sizeof(vk_mat_vec_id_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
-    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_id_f32[GGML_TYPE_Q4_K], "mul_mat_vec_id_q4_K_f32", mul_mat_vec_id_q4_K_f32_len, mul_mat_vec_id_q4_K_f32_data, "main", 4, sizeof(vk_mat_vec_id_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
-    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_id_f32[GGML_TYPE_Q5_K], "mul_mat_vec_id_q5_K_f32", mul_mat_vec_id_q5_K_f32_len, mul_mat_vec_id_q5_K_f32_data, "main", 4, sizeof(vk_mat_vec_id_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
-    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_id_f32[GGML_TYPE_Q6_K], "mul_mat_vec_id_q6_K_f32", mul_mat_vec_id_q6_K_f32_len, mul_mat_vec_id_q6_K_f32_data, "main", 4, sizeof(vk_mat_vec_id_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_id_f32[GGML_TYPE_Q2_K], "mul_mat_vec_id_q2_k_f32", mul_mat_vec_id_q2_k_f32_len, mul_mat_vec_id_q2_k_f32_data, "main", 4, sizeof(vk_mat_vec_id_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_id_f32[GGML_TYPE_Q3_K], "mul_mat_vec_id_q3_k_f32", mul_mat_vec_id_q3_k_f32_len, mul_mat_vec_id_q3_k_f32_data, "main", 4, sizeof(vk_mat_vec_id_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_id_f32[GGML_TYPE_Q4_K], "mul_mat_vec_id_q4_k_f32", mul_mat_vec_id_q4_k_f32_len, mul_mat_vec_id_q4_k_f32_data, "main", 4, sizeof(vk_mat_vec_id_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_id_f32[GGML_TYPE_Q5_K], "mul_mat_vec_id_q5_k_f32", mul_mat_vec_id_q5_k_f32_len, mul_mat_vec_id_q5_k_f32_data, "main", 4, sizeof(vk_mat_vec_id_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant_mul_mat_vec_id_f32[GGML_TYPE_Q6_K], "mul_mat_vec_id_q6_k_f32", mul_mat_vec_id_q6_k_f32_len, mul_mat_vec_id_q6_k_f32_data, "main", 4, sizeof(vk_mat_vec_id_push_constants), {1, 1, 1}, { device->subgroup_size }, 1);
 
     // dequant shaders
     ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant[GGML_TYPE_F32 ], "f32_to_f16",   dequant_f32_len,  dequant_f32_data,  "main", 2, 5 * sizeof(uint32_t), {256 * 16, 1, 1}, {}, 1);
@@ -1468,11 +1521,11 @@ static void ggml_vk_load_shaders(ggml_backend_vk_context * ctx) {
     ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant[GGML_TYPE_Q5_0], "dequant_q5_0", dequant_q5_0_len, dequant_q5_0_data, "main", 2, 5 * sizeof(uint32_t), {256 * 16, 1, 1}, {}, 1);
     ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant[GGML_TYPE_Q5_1], "dequant_q5_1", dequant_q5_1_len, dequant_q5_1_data, "main", 2, 5 * sizeof(uint32_t), {256 * 16, 1, 1}, {}, 1);
     ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant[GGML_TYPE_Q8_0], "dequant_q8_0", dequant_q8_0_len, dequant_q8_0_data, "main", 2, 5 * sizeof(uint32_t), {256 * 16, 1, 1}, {}, 1);
-    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant[GGML_TYPE_Q2_K], "dequant_q2_K", dequant_q2_K_len, dequant_q2_K_data, "main", 2, 5 * sizeof(uint32_t), {256 * 64, 1, 1}, {}, 1);
-    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant[GGML_TYPE_Q3_K], "dequant_q3_K", dequant_q3_K_len, dequant_q3_K_data, "main", 2, 5 * sizeof(uint32_t), {256 * 64, 1, 1}, {}, 1);
-    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant[GGML_TYPE_Q4_K], "dequant_q4_K", dequant_q4_K_len, dequant_q4_K_data, "main", 2, 5 * sizeof(uint32_t), {256 * 32, 1, 1}, {}, 1);
-    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant[GGML_TYPE_Q5_K], "dequant_q5_K", dequant_q5_K_len, dequant_q5_K_data, "main", 2, 5 * sizeof(uint32_t), {256 * 64, 1, 1}, {}, 1);
-    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant[GGML_TYPE_Q6_K], "dequant_q6_K", dequant_q6_K_len, dequant_q6_K_data, "main", 2, 5 * sizeof(uint32_t), {256 * 64, 1, 1}, {}, 1);
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant[GGML_TYPE_Q2_K], "dequant_q2_k", dequant_q2_k_len, dequant_q2_k_data, "main", 2, 5 * sizeof(uint32_t), {256 * 64, 1, 1}, {}, 1);
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant[GGML_TYPE_Q3_K], "dequant_q3_k", dequant_q3_k_len, dequant_q3_k_data, "main", 2, 5 * sizeof(uint32_t), {256 * 64, 1, 1}, {}, 1);
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant[GGML_TYPE_Q4_K], "dequant_q4_k", dequant_q4_k_len, dequant_q4_k_data, "main", 2, 5 * sizeof(uint32_t), {256 * 32, 1, 1}, {}, 1);
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant[GGML_TYPE_Q5_K], "dequant_q5_k", dequant_q5_k_len, dequant_q5_k_data, "main", 2, 5 * sizeof(uint32_t), {256 * 64, 1, 1}, {}, 1);
+    ggml_vk_create_pipeline(ctx, ctx->device->pipeline_dequant[GGML_TYPE_Q6_K], "dequant_q6_k", dequant_q6_k_len, dequant_q6_k_data, "main", 2, 5 * sizeof(uint32_t), {256 * 64, 1, 1}, {}, 1);
 
     // get_rows
     ggml_vk_create_pipeline(ctx, ctx->device->pipeline_get_rows[GGML_TYPE_F32 ], "get_rows_f32",  get_rows_f32_len,  get_rows_f32_data,  "main", 3, sizeof(vk_op_binary_push_constants), { 512, 1, 1}, {}, 1);
@@ -1538,9 +1591,7 @@ static void ggml_vk_load_shaders(ggml_backend_vk_context * ctx) {
 static void ggml_vk_print_gpu_info(size_t idx) {
     GGML_ASSERT(idx < vk_instance.device_indices.size());
     size_t dev_num = vk_instance.device_indices[idx];
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_print_gpu_info(" << dev_num << ")" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_print_gpu_info(" << dev_num << ")");
     GGML_ASSERT(vk_instance.initialized);
 
     std::vector<vk::PhysicalDevice> devices = vk_instance.instance.enumeratePhysicalDevices();
@@ -1617,9 +1668,7 @@ void ggml_vk_instance_init() {
     if (vk_instance_initialized) {
         return;
     }
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_instance_init()" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_instance_init()");
 
     vk::ApplicationInfo app_info{ "ggml-vulkan", 1, nullptr, 0, VK_API_VERSION };
 
@@ -1710,9 +1759,7 @@ void ggml_vk_instance_init() {
                 } else {
                     // There can be two physical devices corresponding to the same GPU if there are 2 different drivers
                     // This can cause error when splitting layers aross the devices, need to keep only 1
-#ifdef GGML_VULKAN_DEBUG
-                    std::cerr << "Device " << i << " and device " << *old_device << " have the same device id" << std::endl;
-#endif
+                    VK_LOG_DEBUG("Device " << i << " and device " << *old_device << " have the same device id");
 
                     vk::PhysicalDeviceProperties2 old_prop;
                     vk::PhysicalDeviceDriverProperties old_driver;
@@ -1760,16 +1807,11 @@ void ggml_vk_instance_init() {
                         vk_instance.device_indices.erase(r, vk_instance.device_indices.end());
                         vk_instance.device_indices.push_back(i);
 
-#ifdef GGML_VULKAN_DEBUG
-                        std::cerr << "Prioritize device " << i << " driver " << new_driver.driverName << " over device " << *old_device << " driver " << old_driver.driverName << std::endl;
-#endif
+                        VK_LOG_DEBUG("Prioritize device " << i << " driver " << new_driver.driverName << " over device " << *old_device << " driver " << old_driver.driverName);
                     }
-#ifdef GGML_VULKAN_DEBUG
                     else {
-                        std::cerr << "Prioritize device " << *old_device << " driver " << old_driver.driverName << " over device " << i << " driver " << new_driver.driverName << std::endl;
-
+                        VK_LOG_DEBUG("Prioritize device " << *old_device << " driver " << old_driver.driverName << " over device " << i << " driver " << new_driver.driverName << std::endl);
                     }
-#endif
                 }
             }
         }
@@ -1792,9 +1834,7 @@ void ggml_vk_instance_init() {
 static void ggml_vk_init(ggml_backend_vk_context * ctx, size_t idx) {
     GGML_ASSERT(idx < vk_instance.device_indices.size());
     size_t dev_num = vk_instance.device_indices[idx];
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_init(" << ctx->name << ", " << dev_num << ")" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_init(" << ctx->name << ", " << dev_num << ")");
     ggml_vk_instance_init();
 
     std::vector<vk::PhysicalDevice> devices = vk_instance.instance.enumeratePhysicalDevices();
@@ -1967,9 +2007,7 @@ static void ggml_vk_init(ggml_backend_vk_context * ctx, size_t idx) {
 }
 
 static vk_pipeline ggml_vk_get_to_fp16(ggml_backend_vk_context * ctx, ggml_type type) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_get_to_fp16()" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_get_to_fp16()");
     switch (type) {
         case GGML_TYPE_F32:
         case GGML_TYPE_Q4_0:
@@ -1991,9 +2029,7 @@ static vk_pipeline ggml_vk_get_to_fp16(ggml_backend_vk_context * ctx, ggml_type
 }
 
 static vk_matmul_pipeline ggml_vk_get_mul_mat_mat_pipeline(ggml_backend_vk_context * ctx, ggml_type src0_type, ggml_type src1_type) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_get_mul_mat_mat_pipeline()" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_get_mul_mat_mat_pipeline()");
     if (src0_type == GGML_TYPE_F32 && src1_type == GGML_TYPE_F32) {
         return ctx->device->pipeline_matmul_f32;
     }
@@ -2029,9 +2065,7 @@ static vk_matmul_pipeline ggml_vk_get_mul_mat_mat_pipeline(ggml_backend_vk_conte
 }
 
 static vk_pipeline ggml_vk_get_dequantize_mul_mat_vec(ggml_backend_vk_context * ctx, ggml_type a_type, ggml_type b_type) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_get_dequantize_mul_mat_vec()" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_get_dequantize_mul_mat_vec()");
     GGML_ASSERT(b_type == GGML_TYPE_F32 || b_type == GGML_TYPE_F16);
 
     switch (a_type) {
@@ -2056,9 +2090,7 @@ static vk_pipeline ggml_vk_get_dequantize_mul_mat_vec(ggml_backend_vk_context *
 }
 
 static vk_matmul_pipeline ggml_vk_get_mul_mat_mat_id_pipeline(ggml_backend_vk_context * ctx, ggml_type src0_type, ggml_type src1_type) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_get_mul_mat_mat_id_pipeline()" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_get_mul_mat_mat_id_pipeline()");
     if (src0_type == GGML_TYPE_F32 && src1_type == GGML_TYPE_F32) {
         return ctx->device->pipeline_matmul_id_f32;
     }
@@ -2091,9 +2123,7 @@ static vk_matmul_pipeline ggml_vk_get_mul_mat_mat_id_pipeline(ggml_backend_vk_co
 }
 
 static vk_pipeline ggml_vk_get_dequantize_mul_mat_vec_id(ggml_backend_vk_context * ctx, ggml_type a_type, ggml_type b_type) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_get_dequantize_mul_mat_vec()" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_get_dequantize_mul_mat_vec()");
     GGML_ASSERT(b_type == GGML_TYPE_F32);
 
     switch (a_type) {
@@ -2118,9 +2148,9 @@ static vk_pipeline ggml_vk_get_dequantize_mul_mat_vec_id(ggml_backend_vk_context
 }
 
 static vk_buffer ggml_vk_pool_malloc(ggml_backend_vk_context * ctx, size_t size) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_pool_malloc(" << size << ")" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_pool_malloc(" << size << ")");
+    VK_LOG_MEMORY("ggml_vk_pool_malloc");
+
     int best_i = -1;
     size_t best_size = std::numeric_limits<size_t>::max(); //smallest unused buffer that fits our needs
     int worst_i = -1;
@@ -2148,13 +2178,11 @@ static vk_buffer ggml_vk_pool_malloc(ggml_backend_vk_context * ctx, size_t size)
         ggml_vk_destroy_buffer(b);
     }
 
-    return ggml_vk_create_buffer_check(ctx, size, vk::MemoryPropertyFlagBits::eDeviceLocal);
+    return ggml_vk_create_buffer_device(ctx, size);
 }
 
 static void ggml_vk_pool_free(ggml_backend_vk_context * ctx, vk_buffer& buffer) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_pool_free(" << buffer->size << ")" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_pool_free(" << buffer->size << ")");
     for (int i = 0; i < MAX_VK_BUFFERS; ++i) {
         vk_buffer& b = ctx->buffer_pool[i];
         if (b == nullptr) {
@@ -2175,6 +2203,8 @@ static vk_buffer ggml_vk_create_buffer_temp(ggml_backend_vk_context * ctx, size_
         }
     }
 
+    VK_LOG_MEMORY("ggml_vk_create_buffer_temp(" << size << ")");
+
     // Otherwise create new buffer
     vk_buffer buf = ggml_vk_pool_malloc(ctx, size);
     ctx->gc.temp_buffers.push_back(buf);
@@ -2183,9 +2213,7 @@ static vk_buffer ggml_vk_create_buffer_temp(ggml_backend_vk_context * ctx, size_
 }
 
 static void * ggml_vk_host_malloc(ggml_backend_vk_context * ctx, size_t size) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_host_malloc(" << size << ")" << std::endl;
-#endif
+    VK_LOG_MEMORY("ggml_vk_host_malloc(" << size << ")");
     vk_buffer buf = ggml_vk_create_buffer(ctx, size,
         vk::MemoryPropertyFlagBits::eHostVisible | vk::MemoryPropertyFlagBits::eHostCoherent | vk::MemoryPropertyFlagBits::eHostCached,
         vk::MemoryPropertyFlagBits::eHostVisible | vk::MemoryPropertyFlagBits::eHostCoherent);
@@ -2207,9 +2235,7 @@ static void ggml_vk_host_free(ggml_backend_vk_context * ctx, void* ptr) {
     if (ptr == nullptr) {
         return;
     }
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_host_free(" << ptr << ")" << std::endl;
-#endif
+    VK_LOG_MEMORY("ggml_vk_host_free(" << ptr << ")");
     vk_buffer buf;
     size_t index;
     for (size_t i = 0; i < ctx->pinned_memory.size(); i++) {
@@ -2261,13 +2287,11 @@ static void ggml_vk_dispatch_pipeline(ggml_backend_vk_context * ctx, vk_context
     const uint32_t wg0 = CEIL_DIV(elements[0], pipeline->wg_denoms[0]);
     const uint32_t wg1 = CEIL_DIV(elements[1], pipeline->wg_denoms[1]);
     const uint32_t wg2 = CEIL_DIV(elements[2], pipeline->wg_denoms[2]);
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_dispatch_pipeline(" << pipeline->name << ", {";
+    VK_LOG_DEBUG("ggml_vk_dispatch_pipeline(" << pipeline->name << ", {";
     for (auto& buffer : buffers) {
         std::cerr << "(" << buffer.buffer << ", " << buffer.offset << ", " << buffer.size << "), ";
     }
-    std::cerr << "}, (" << wg0 << "," << wg1 << "," << wg2 << "))" << std::endl;
-#endif
+    std::cerr << "}, (" << wg0 << "," << wg1 << "," << wg2 << "))");
     std::vector<vk::DescriptorBufferInfo> descriptor_buffer_infos;
     std::vector<vk::WriteDescriptorSet> write_descriptor_sets;
     GGML_ASSERT(pipeline->descriptor_set_idx < pipeline->descriptor_sets.size());
@@ -2300,9 +2324,7 @@ static void ggml_vk_end_submission(vk_submission& s, std::vector<vk_semaphore> w
 }
 
 static void ggml_vk_ctx_end(vk_context * ctx) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_ctx_end(" << ctx << ", " << ctx->seqs.size() << ")" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_ctx_end(" << ctx << ", " << ctx->seqs.size() << ")");
     if (ctx->s == nullptr) {
         return;
     }
@@ -2312,9 +2334,7 @@ static void ggml_vk_ctx_end(vk_context * ctx) {
 }
 
 static void ggml_vk_ctx_begin(ggml_backend_vk_context * ctx, vk_context * subctx) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_ctx_begin(" << ctx << ")" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_ctx_begin(" << ctx << ")");
     if (subctx->s != nullptr) {
         ggml_vk_ctx_end(subctx);
     }
@@ -2324,9 +2344,7 @@ static void ggml_vk_ctx_begin(ggml_backend_vk_context * ctx, vk_context * subctx
 }
 
 static size_t ggml_vk_align_size(size_t width, size_t align) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_align_size(" << width << ", " << align << ")" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_align_size(" << width << ", " << align << ")");
     return CEIL_DIV(width, align) * align;
 }
 
@@ -2340,6 +2358,7 @@ static void deferred_memcpy(void * dst, const void * src, size_t size, std::vect
 
 static void ggml_vk_ensure_sync_staging_buffer(ggml_backend_vk_context * ctx, size_t size) {
     if (ctx->sync_staging == nullptr || ctx->sync_staging->size < size) {
+        VK_LOG_MEMORY("ggml_vk_ensure_sync_staging_buffer(" << size << ")");
         ggml_vk_destroy_buffer(ctx->sync_staging);
         ctx->sync_staging = ggml_vk_create_buffer_check(ctx, size,
             vk::MemoryPropertyFlagBits::eHostVisible | vk::MemoryPropertyFlagBits::eHostCoherent | vk::MemoryPropertyFlagBits::eHostCached,
@@ -2348,9 +2367,7 @@ static void ggml_vk_ensure_sync_staging_buffer(ggml_backend_vk_context * ctx, si
 }
 
 static void ggml_vk_buffer_write_nc_async(ggml_backend_vk_context * ctx, vk_context * subctx, vk_buffer& dst, size_t offset, const ggml_tensor * tensor, bool sync_staging = false) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_buffer_write_nc_async(" << tensor << ")" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_buffer_write_nc_async(" << tensor << ")");
     GGML_ASSERT(!ggml_is_contiguous(tensor));
     // Buffer is already mapped
     if(dst->memory_property_flags & vk::MemoryPropertyFlagBits::eHostVisible) {
@@ -2455,9 +2472,7 @@ static void ggml_vk_buffer_write_nc_async(ggml_backend_vk_context * ctx, vk_cont
 }
 
 static void ggml_vk_buffer_write_2d_async(ggml_backend_vk_context * ctx, vk_context * subctx, vk_buffer& dst, size_t offset, const void * src, size_t spitch, size_t width, size_t height, bool sync_staging = false) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_buffer_write_2d_async(" << width << ", " << height << ")" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_buffer_write_2d_async(" << width << ", " << height << ")");
     // Make sure ctx owns the buffer
     GGML_ASSERT(dst->ctx == ctx);
 
@@ -2492,9 +2507,7 @@ static void ggml_vk_buffer_write_2d_async(ggml_backend_vk_context * ctx, vk_cont
         subctx->s->buffer.copyBuffer(buf->buffer, dst->buffer, slices);
         return;
     }
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "STAGING" << std::endl;
-#endif
+    VK_LOG_DEBUG("STAGING");
 
     // Staging buffer required
     vk_buffer staging = ctx->staging;
@@ -2529,16 +2542,12 @@ static void ggml_vk_buffer_write_2d_async(ggml_backend_vk_context * ctx, vk_cont
 }
 
 static void ggml_vk_buffer_write_async(ggml_backend_vk_context * ctx, vk_context * subctx, vk_buffer& dst, size_t offset, const void * src, size_t size, bool sync_staging = false) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_buffer_write_async(" << size << ")" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_buffer_write_async(" << size << ")");
     return ggml_vk_buffer_write_2d_async(ctx, subctx, dst, offset, src, size, size, 1, sync_staging);
 }
 
 static void ggml_vk_buffer_write_2d(ggml_backend_vk_context * ctx, vk_buffer& dst, size_t offset, const void * src, size_t spitch, size_t width, size_t height) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_buffer_write_2d(" << width << ", " << height << ")" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_buffer_write_2d(" << width << ", " << height << ")");
     // Buffer is already mapped
     if(dst->memory_property_flags & vk::MemoryPropertyFlagBits::eHostVisible) {
         GGML_ASSERT(dst->memory_property_flags & vk::MemoryPropertyFlagBits::eHostCoherent);
@@ -2563,16 +2572,12 @@ static void ggml_vk_buffer_write_2d(ggml_backend_vk_context * ctx, vk_buffer& ds
 }
 
 static void ggml_vk_buffer_write(ggml_backend_vk_context * ctx, vk_buffer& dst, size_t offset, const void * src, size_t size) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_buffer_write(" << size << ")" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_buffer_write(" << size << ")");
     ggml_vk_buffer_write_2d(ctx, dst, offset, src, 0, size, 1);
 }
 
 static void ggml_vk_buffer_read_2d_async(ggml_backend_vk_context * ctx, vk_context * subctx, vk_buffer& src, size_t offset, void * dst, size_t spitch, size_t dpitch, size_t width, size_t height, bool sync_staging = false) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_buffer_read_2d_async(offset=" << offset << ", width=" << width << ", height=" << height << ")" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_buffer_read_2d_async(offset=" << offset << ", width=" << width << ", height=" << height << ")");
     GGML_ASSERT(width > 0);
     GGML_ASSERT(height > 0);
     GGML_ASSERT(src != nullptr);
@@ -2606,9 +2611,7 @@ static void ggml_vk_buffer_read_2d_async(ggml_backend_vk_context * ctx, vk_conte
 
         return;
     }
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "STAGING" << std::endl;
-#endif
+    VK_LOG_DEBUG("STAGING");
 
     // Fall back to staging buffer
     vk_buffer staging = ctx->staging;
@@ -2635,9 +2638,7 @@ static void ggml_vk_buffer_read_async(ggml_backend_vk_context * ctx, vk_context
 }
 
 static void ggml_vk_buffer_read(ggml_backend_vk_context * ctx, vk_buffer& src, size_t offset, void * dst, size_t size) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_buffer_read(" << offset << ", " << size << ")" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_buffer_read(" << offset << ", " << size << ")");
     if(src->memory_property_flags & vk::MemoryPropertyFlagBits::eHostVisible) {
         GGML_ASSERT(src->memory_property_flags & vk::MemoryPropertyFlagBits::eHostCoherent);
 
@@ -2659,9 +2660,7 @@ static void ggml_vk_buffer_read(ggml_backend_vk_context * ctx, vk_buffer& src, s
 }
 
 static void ggml_vk_buffer_copy_async(vk_context * ctx, vk_buffer& dst, size_t dst_offset, vk_buffer& src, size_t src_offset, size_t size) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_buffer_copy_async(" << size << ")" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_buffer_copy_async(" << size << ")");
     // Make sure both buffers are on same ctx
     GGML_ASSERT(src->ctx == dst->ctx);
 
@@ -2672,9 +2671,7 @@ static void ggml_vk_buffer_copy_async(vk_context * ctx, vk_buffer& dst, size_t d
 
 static void ggml_vk_buffer_copy(vk_buffer& dst, size_t dst_offset, vk_buffer& src, size_t src_offset, size_t size) {
     if (src->ctx == dst->ctx) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_buffer_copy(SINGLE_DEVICE, " << size << ")" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_buffer_copy(SINGLE_DEVICE, " << size << ")");
         // Copy within the device
         ggml_backend_vk_context * ctx = src->ctx;
 
@@ -2686,9 +2683,7 @@ static void ggml_vk_buffer_copy(vk_buffer& dst, size_t dst_offset, vk_buffer& sr
         VK_CHECK(ctx->device->device.waitForFences({ ctx->fence }, true, UINT64_MAX), "vk_buffer_copy waitForFences");
         ctx->device->device.resetFences({ ctx->fence });
     } else {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_buffer_copy(MULTI_DEVICE, " << size << ")" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_buffer_copy(MULTI_DEVICE, " << size << ")");
         // Copy device to device
         ggml_backend_vk_context * src_ctx = src->ctx;
         ggml_backend_vk_context * dst_ctx = dst->ctx;
@@ -2706,9 +2701,7 @@ static void ggml_vk_buffer_copy(vk_buffer& dst, size_t dst_offset, vk_buffer& sr
 }
 
 static void ggml_vk_buffer_memset(ggml_backend_vk_context * ctx, vk_buffer& dst, size_t offset, uint32_t c, size_t size) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_buffer_memset(" << offset << ", " << c << ", " << size << ")" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_buffer_memset(" << offset << ", " << c << ", " << size << ")");
     // Make sure ctx owns the buffer
     GGML_ASSERT(dst->ctx == ctx);
 
@@ -2723,9 +2716,7 @@ static void ggml_vk_buffer_memset(ggml_backend_vk_context * ctx, vk_buffer& dst,
 }
 
 static void ggml_vk_h2d_tensor_2d(ggml_backend_vk_context * ctx, vk_context * subctx, vk_buffer& dst, size_t offset, const ggml_tensor * src, uint64_t i3, uint64_t i2, uint64_t i1) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_h2d_tensor_2d(dst=" << dst << ", offset=" << offset << ", src=" << src << ", i3=" << i3 << ", i2=" << i2 << ", i1=" << i1 << ")" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_h2d_tensor_2d(dst=" << dst << ", offset=" << offset << ", src=" << src << ", i3=" << i3 << ", i2=" << i2 << ", i1=" << i1 << ")");
     const uint64_t ne0 = src->ne[0];
     const uint64_t ne1 = src->ne[1];
     const uint64_t nb0 = src->nb[0];
@@ -2753,9 +2744,7 @@ static void ggml_vk_h2d_tensor_2d(ggml_backend_vk_context * ctx, vk_context * su
 }
 
 static void ggml_vk_d2h_tensor_2d(ggml_backend_vk_context * ctx, vk_context * subctx, vk_buffer& src, size_t offset, const ggml_tensor * dst) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_d2h_tensor_2d()" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_d2h_tensor_2d()");
     const uint64_t ne0 = dst->ne[0];
     const uint64_t ne1 = dst->ne[1];
     const uint64_t ne2 = dst->ne[2];
@@ -2779,9 +2768,7 @@ static void ggml_vk_d2h_tensor_2d(ggml_backend_vk_context * ctx, vk_context * su
 }
 
 static uint32_t ggml_vk_guess_split_k(int m, int n, int k) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_guess_split_k(" << m << ", " << n << ", " << k << ")" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_guess_split_k(" << m << ", " << n << ", " << k << ")");
     // if (k > 128 && (m < 128 || n < 128) && m > 2 && n > 2) {
     //     return 4;
     // }
@@ -2813,9 +2800,7 @@ static vk_pipeline ggml_vk_guess_matmul_pipeline_intel(ggml_backend_vk_context *
 }
 
 static vk_pipeline ggml_vk_guess_matmul_pipeline(ggml_backend_vk_context * ctx, vk_matmul_pipeline& mmp, int m, int n, bool aligned) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_guess_matmul_pipeline(" << m << ", " << n << ", " << aligned << ")" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_guess_matmul_pipeline(" << m << ", " << n << ", " << aligned << ")");
     switch (ctx->device->vendor_id) {
     case VK_VENDOR_ID_AMD:
         return ggml_vk_guess_matmul_pipeline_amd(ctx, mmp, m, n, aligned);
@@ -2837,9 +2822,7 @@ static vk_pipeline ggml_vk_guess_matmul_pipeline(ggml_backend_vk_context * ctx,
 }
 
 static uint32_t ggml_vk_guess_matmul_pipeline_align(ggml_backend_vk_context * ctx, vk_matmul_pipeline& mmp, int m, int n) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_guess_matmul_pipeline_align(" << m << ", " << n << ")" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_guess_matmul_pipeline_align(" << m << ", " << n << ")");
     return ggml_vk_guess_matmul_pipeline(ctx, mmp, m, n, true)->align;
 }
 
@@ -2849,9 +2832,7 @@ static void ggml_vk_matmul(
         uint32_t m, uint32_t n, uint32_t k, uint32_t stride_a, uint32_t stride_b, uint32_t stride_d,
         uint32_t batch_stride_a, uint32_t batch_stride_b, uint32_t batch_stride_d,
         uint32_t split_k, uint32_t batch, uint32_t ne02, uint32_t ne12, uint32_t broadcast2, uint32_t broadcast3) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_matmul(a: (" << a.buffer->buffer << ", " << a.offset << ", " << a.size << "), b: (" << b.buffer->buffer << ", " << b.offset << ", " << b.size << "), d: (" << d.buffer->buffer << ", " << d.offset << ", " << d.size << "), split_k: (" << (split_k_buffer.buffer != nullptr ? split_k_buffer.buffer->buffer : VK_NULL_HANDLE) << ", " << split_k_buffer.offset << ", " << split_k_buffer.size << "), m: " << m << ", n: " << n << ", k: " << k << ", stride_a: " << stride_a << ", stride_b: " << stride_b << ", stride_d: " << stride_d << ", batch_stride_a: " << batch_stride_a << ", batch_stride_b: " << batch_stride_b << ", batch_stride_d: " << batch_stride_d << ", split_k: " << split_k << ", batch: " << batch << ", ne02: " << ne02 << ", ne12: " << ne12 << ", broadcast2: " << broadcast2 << ", broadcast3: " << broadcast3 << ")" << std::endl;
-#endif
+        VK_LOG_DEBUG("ggml_vk_matmul(a: (" << a.buffer->buffer << ", " << a.offset << ", " << a.size << "), b: (" << b.buffer->buffer << ", " << b.offset << ", " << b.size << "), d: (" << d.buffer->buffer << ", " << d.offset << ", " << d.size << "), split_k: (" << (split_k_buffer.buffer != nullptr ? split_k_buffer.buffer->buffer : VK_NULL_HANDLE) << ", " << split_k_buffer.offset << ", " << split_k_buffer.size << "), m: " << m << ", n: " << n << ", k: " << k << ", stride_a: " << stride_a << ", stride_b: " << stride_b << ", stride_d: " << stride_d << ", batch_stride_a: " << batch_stride_a << ", batch_stride_b: " << batch_stride_b << ", batch_stride_d: " << batch_stride_d << ", split_k: " << split_k << ", batch: " << batch << ", ne02: " << ne02 << ", ne12: " << ne12 << ", broadcast2: " << broadcast2 << ", broadcast3: " << broadcast3 << ")");
     ggml_vk_sync_buffers(subctx);
     if (split_k == 1) {
         const vk_mat_mat_push_constants pc = { m, n, k, stride_a, stride_b, stride_d, batch_stride_a, batch_stride_b, batch_stride_d, k, ne02, ne12, broadcast2, broadcast3 };
@@ -2875,12 +2856,10 @@ static void ggml_vk_matmul_id(
         uint32_t m, uint32_t n, uint32_t k, uint32_t stride_a, uint32_t stride_b, uint32_t stride_d,
         uint32_t batch_stride_a, uint32_t batch_stride_b, uint32_t batch_stride_d,
         uint32_t n_as, uint32_t nei0, uint32_t nei1, uint32_t nbi1, uint32_t ne11) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_matmul_id(a: (" << a.buffer->buffer << ", " << a.offset << ", " << a.size << "), b: (" << b.buffer->buffer << ", " << b.offset << ", " << b.size << "), d: (" << d.buffer->buffer << ", " << d.offset << ", " << d.size << "), ids: (" << ids.buffer->buffer << ", " << ids.offset << ", " << ids.size << "), " <<
+    VK_LOG_DEBUG("ggml_vk_matmul_id(a: (" << a.buffer->buffer << ", " << a.offset << ", " << a.size << "), b: (" << b.buffer->buffer << ", " << b.offset << ", " << b.size << "), d: (" << d.buffer->buffer << ", " << d.offset << ", " << d.size << "), ids: (" << ids.buffer->buffer << ", " << ids.offset << ", " << ids.size << "), " <<
         "m: " << m << ", n: " << n << ", k: " << k << ", stride_a: " << stride_a << ", stride_b: " << stride_b << ", stride_d: " << stride_d << ", " <<
         "batch_stride_a: " << batch_stride_a << ", batch_stride_b: " << batch_stride_b << ", batch_stride_d: " << batch_stride_d << ", " <<
-        "n_as: " << n_as << ", nei0: " << nei0 << ", nei1: " << nei1 << ", nbi1: " << nbi1 << ", ne11: " << ne11 << ")" << std::endl;
-#endif
+        "n_as: " << n_as << ", nei0: " << nei0 << ", nei1: " << nei1 << ", nbi1: " << nbi1 << ", ne11: " << ne11 << ")");
     ggml_vk_sync_buffers(subctx);
     const vk_mat_mat_id_push_constants pc = { m, n, k, stride_a, stride_b, stride_d, batch_stride_a, batch_stride_b, batch_stride_d,
                                               nei0, nei1, nbi1, ne11 };
@@ -2910,10 +2889,8 @@ static vk_pipeline ggml_vk_get_cpy_pipeline(ggml_backend_vk_context * ctx, ggml_
 }
 
 static void ggml_vk_cpy_to_contiguous(ggml_backend_vk_context * ctx, vk_context * subctx, vk_pipeline pipeline, const ggml_tensor * tensor, vk_subbuffer&& in, vk_subbuffer&& out) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_cpy_to_contiguous((" << tensor << ", type=" << tensor->type << ", ne0=" << tensor->ne[0] << ", ne1=" << tensor->ne[1] << ", ne2=" << tensor->ne[2] << ", ne3=" << tensor->ne[3] << ", nb0=" << tensor->nb[0] << ", nb1=" << tensor->nb[1] << ", nb2=" << tensor->nb[2] << ", nb3=" << tensor->nb[3] << "), ";
-    std::cerr << "buffer in size=" << in.buffer->size << ", buffer out size=" << out.buffer->size << ")" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_cpy_to_contiguous((" << tensor << ", type=" << tensor->type << ", ne0=" << tensor->ne[0] << ", ne1=" << tensor->ne[1] << ", ne2=" << tensor->ne[2] << ", ne3=" << tensor->ne[3] << ", nb0=" << tensor->nb[0] << ", nb1=" << tensor->nb[1] << ", nb2=" << tensor->nb[2] << ", nb3=" << tensor->nb[3] << "), ";
+    std::cerr << "buffer in size=" << in.buffer->size << ", buffer out size=" << out.buffer->size << ")");
     const int tensor_type_size = ggml_type_size(tensor->type);
 
     const uint32_t ne = ggml_nelements(tensor);
@@ -2930,11 +2907,9 @@ static void ggml_vk_cpy_to_contiguous(ggml_backend_vk_context * ctx, vk_context
 }
 
 static void ggml_vk_mul_mat_q_f16(ggml_backend_vk_context * ctx, vk_context * subctx, const ggml_tensor * src0, const ggml_tensor * src1, ggml_tensor * dst) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_mul_mat_q_f16((" << src0 << ", name=" << src0->name << ", type=" << src0->type << ", ne0=" << src0->ne[0] << ", ne1=" << src0->ne[1] << ", ne2=" << src0->ne[2] << ", ne3=" << src0->ne[3] << ", nb0=" << src0->nb[0] << ", nb1=" << src0->nb[1] << ", nb2=" << src0->nb[2] << ", nb3=" << src0->nb[3];
+    VK_LOG_DEBUG("ggml_vk_mul_mat_q_f16((" << src0 << ", name=" << src0->name << ", type=" << src0->type << ", ne0=" << src0->ne[0] << ", ne1=" << src0->ne[1] << ", ne2=" << src0->ne[2] << ", ne3=" << src0->ne[3] << ", nb0=" << src0->nb[0] << ", nb1=" << src0->nb[1] << ", nb2=" << src0->nb[2] << ", nb3=" << src0->nb[3];
     std::cerr << "), (" << src1 << ", name=" << src1->name << ", type=" << src1->type << ", ne0=" << src1->ne[0] << ", ne1=" << src1->ne[1] << ", ne2=" << src1->ne[2] << ", ne3=" << src1->ne[3] << ", nb0=" << src1->nb[0] << ", nb1=" << src1->nb[1] << ", nb2=" << src1->nb[2] << ", nb3=" << src1->nb[3];
-    std::cerr << "), (" << dst << ", name=" << dst->name << ", type=" << dst->type << ", ne0=" << dst->ne[0] << ", ne1=" << dst->ne[1] << ", ne2=" << dst->ne[2] << ", ne3=" << dst->ne[3] << ", nb0=" << dst->nb[0] << ", nb1=" << dst->nb[1] << ", nb2=" << dst->nb[2] << ", nb3=" << dst->nb[3] << "),)" << std::endl;
-#endif
+    std::cerr << "), (" << dst << ", name=" << dst->name << ", type=" << dst->type << ", ne0=" << dst->ne[0] << ", ne1=" << dst->ne[1] << ", ne2=" << dst->ne[2] << ", ne3=" << dst->ne[3] << ", nb0=" << dst->nb[0] << ", nb1=" << dst->nb[1] << ", nb2=" << dst->nb[2] << ", nb3=" << dst->nb[3] << "),)");
     GGML_ASSERT(ggml_vk_dim01_contiguous(src0) || src0->type == GGML_TYPE_F32 || src0->type == GGML_TYPE_F16);  // NOLINT
     GGML_ASSERT(ggml_vk_dim01_contiguous(src1) || src1->type == GGML_TYPE_F32 || src1->type == GGML_TYPE_F16);  // NOLINT
 
@@ -3105,11 +3080,9 @@ static void ggml_vk_mul_mat_q_f16(ggml_backend_vk_context * ctx, vk_context * su
 }
 
 static void ggml_vk_mul_mat_vec_q_f16(ggml_backend_vk_context * ctx, vk_context * subctx, const ggml_tensor * src0, const ggml_tensor * src1, ggml_tensor * dst) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_mul_mat_vec_q_f16((" << src0 << ", name=" << src0->name << ", type=" << src0->type << ", ne0=" << src0->ne[0] << ", ne1=" << src0->ne[1] << ", ne2=" << src0->ne[2] << ", ne3=" << src0->ne[3] << ", nb0=" << src0->nb[0] << ", nb1=" << src0->nb[1] << ", nb2=" << src0->nb[2] << ", nb3=" << src0->nb[3];
+    VK_LOG_DEBUG("ggml_vk_mul_mat_vec_q_f16((" << src0 << ", name=" << src0->name << ", type=" << src0->type << ", ne0=" << src0->ne[0] << ", ne1=" << src0->ne[1] << ", ne2=" << src0->ne[2] << ", ne3=" << src0->ne[3] << ", nb0=" << src0->nb[0] << ", nb1=" << src0->nb[1] << ", nb2=" << src0->nb[2] << ", nb3=" << src0->nb[3];
     std::cerr << "), (" << src1 << ", name=" << src1->name << ", type=" << src1->type << ", ne0=" << src1->ne[0] << ", ne1=" << src1->ne[1] << ", ne2=" << src1->ne[2] << ", ne3=" << src1->ne[3] << ", nb0=" << src1->nb[0] << ", nb1=" << src1->nb[1] << ", nb2=" << src1->nb[2] << ", nb3=" << src1->nb[3];
-    std::cerr << "), (" << dst << ", name=" << dst->name << ", type=" << dst->type << ", ne0=" << dst->ne[0] << ", ne1=" << dst->ne[1] << ", ne2=" << dst->ne[2] << ", ne3=" << dst->ne[3] << ", nb0=" << dst->nb[0] << ", nb1=" << dst->nb[1] << ", nb2=" << dst->nb[2] << ", nb3=" << dst->nb[3] << "),)" << std::endl;
-#endif
+    std::cerr << "), (" << dst << ", name=" << dst->name << ", type=" << dst->type << ", ne0=" << dst->ne[0] << ", ne1=" << dst->ne[1] << ", ne2=" << dst->ne[2] << ", ne3=" << dst->ne[3] << ", nb0=" << dst->nb[0] << ", nb1=" << dst->nb[1] << ", nb2=" << dst->nb[2] << ", nb3=" << dst->nb[3] << "),)");
     GGML_ASSERT(ggml_vk_dim01_contiguous(src0) || src0->type == GGML_TYPE_F32 || src0->type == GGML_TYPE_F16);  // NOLINT
     GGML_ASSERT(ggml_vk_dim01_contiguous(src1) || src1->type == GGML_TYPE_F32 || src1->type == GGML_TYPE_F16);  // NOLINT
 
@@ -3260,11 +3233,9 @@ static void ggml_vk_mul_mat_vec_q_f16(ggml_backend_vk_context * ctx, vk_context
 }
 
 static void ggml_vk_mul_mat_vec_p021_f16_f32(ggml_backend_vk_context * ctx, vk_context * subctx, const ggml_tensor * src0, const ggml_tensor * src1, ggml_tensor * dst) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_mul_mat_p021_f16_f32((" << src0 << ", name=" << src0->name << ", type=" << src0->type << ", ne0=" << src0->ne[0] << ", ne1=" << src0->ne[1] << ", ne2=" << src0->ne[2] << ", ne3=" << src0->ne[3] << ", nb0=" << src0->nb[0] << ", nb1=" << src0->nb[1] << ", nb2=" << src0->nb[2] << ", nb3=" << src0->nb[3];
+    VK_LOG_DEBUG("ggml_vk_mul_mat_p021_f16_f32((" << src0 << ", name=" << src0->name << ", type=" << src0->type << ", ne0=" << src0->ne[0] << ", ne1=" << src0->ne[1] << ", ne2=" << src0->ne[2] << ", ne3=" << src0->ne[3] << ", nb0=" << src0->nb[0] << ", nb1=" << src0->nb[1] << ", nb2=" << src0->nb[2] << ", nb3=" << src0->nb[3];
     std::cerr << "), (" << src1 << ", name=" << src1->name << ", type=" << src1->type << ", ne0=" << src1->ne[0] << ", ne1=" << src1->ne[1] << ", ne2=" << src1->ne[2] << ", ne3=" << src1->ne[3] << ", nb0=" << src1->nb[0] << ", nb1=" << src1->nb[1] << ", nb2=" << src1->nb[2] << ", nb3=" << src1->nb[3];
-    std::cerr << "), (" << dst << ", name=" << dst->name << ", type=" << dst->type << ", ne0=" << dst->ne[0] << ", ne1=" << dst->ne[1] << ", ne2=" << dst->ne[2] << ", ne3=" << dst->ne[3] << ", nb0=" << dst->nb[0] << ", nb1=" << dst->nb[1] << ", nb2=" << dst->nb[2] << ", nb3=" << dst->nb[3] << "),)" << std::endl;
-#endif
+    std::cerr << "), (" << dst << ", name=" << dst->name << ", type=" << dst->type << ", ne0=" << dst->ne[0] << ", ne1=" << dst->ne[1] << ", ne2=" << dst->ne[2] << ", ne3=" << dst->ne[3] << ", nb0=" << dst->nb[0] << ", nb1=" << dst->nb[1] << ", nb2=" << dst->nb[2] << ", nb3=" << dst->nb[3] << "),)");
     GGML_ASSERT(ggml_is_permuted(src0) && ggml_is_permuted(src1));
     GGML_ASSERT(src0->nb[0] <= src0->nb[1] && src0->nb[2] <= src0->nb[3]);  // NOLINT
     GGML_ASSERT(src1->nb[0] <= src1->nb[1] && src1->nb[2] <= src1->nb[3]);  // NOLINT
@@ -3333,11 +3304,9 @@ static void ggml_vk_mul_mat_vec_p021_f16_f32(ggml_backend_vk_context * ctx, vk_c
 }
 
 static void ggml_vk_mul_mat_vec_nc_f16_f32(ggml_backend_vk_context * ctx, vk_context * subctx, const ggml_tensor * src0, const ggml_tensor * src1, ggml_tensor * dst) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_mul_mat_nc_f16_f32((" << src0 << ", name=" << src0->name << ", type=" << src0->type << ", ne0=" << src0->ne[0] << ", ne1=" << src0->ne[1] << ", ne2=" << src0->ne[2] << ", ne3=" << src0->ne[3] << ", nb0=" << src0->nb[0] << ", nb1=" << src0->nb[1] << ", nb2=" << src0->nb[2] << ", nb3=" << src0->nb[3];
+    VK_LOG_DEBUG("ggml_vk_mul_mat_nc_f16_f32((" << src0 << ", name=" << src0->name << ", type=" << src0->type << ", ne0=" << src0->ne[0] << ", ne1=" << src0->ne[1] << ", ne2=" << src0->ne[2] << ", ne3=" << src0->ne[3] << ", nb0=" << src0->nb[0] << ", nb1=" << src0->nb[1] << ", nb2=" << src0->nb[2] << ", nb3=" << src0->nb[3];
     std::cerr << "), (" << src1 << ", name=" << src1->name << ", type=" << src1->type << ", ne0=" << src1->ne[0] << ", ne1=" << src1->ne[1] << ", ne2=" << src1->ne[2] << ", ne3=" << src1->ne[3] << ", nb0=" << src1->nb[0] << ", nb1=" << src1->nb[1] << ", nb2=" << src1->nb[2] << ", nb3=" << src1->nb[3];
-    std::cerr << "), (" << dst << ", name=" << dst->name << ", type=" << dst->type << ", ne0=" << dst->ne[0] << ", ne1=" << dst->ne[1] << ", ne2=" << dst->ne[2] << ", ne3=" << dst->ne[3] << ", nb0=" << dst->nb[0] << ", nb1=" << dst->nb[1] << ", nb2=" << dst->nb[2] << ", nb3=" << dst->nb[3] << "),)" << std::endl;
-#endif
+    std::cerr << "), (" << dst << ", name=" << dst->name << ", type=" << dst->type << ", ne0=" << dst->ne[0] << ", ne1=" << dst->ne[1] << ", ne2=" << dst->ne[2] << ", ne3=" << dst->ne[3] << ", nb0=" << dst->nb[0] << ", nb1=" << dst->nb[1] << ", nb2=" << dst->nb[2] << ", nb3=" << dst->nb[3] << "),)");
     GGML_ASSERT(!ggml_is_transposed(src0));
     GGML_ASSERT(!ggml_is_transposed(src1));
     GGML_ASSERT(!ggml_is_permuted(src0));
@@ -3410,9 +3379,7 @@ static void ggml_vk_mul_mat_vec_nc_f16_f32(ggml_backend_vk_context * ctx, vk_con
 }
 
 static void ggml_vk_mul_mat(ggml_backend_vk_context * ctx, vk_context * subctx, const ggml_tensor * src0, const ggml_tensor * src1, ggml_tensor * dst) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_mul_mat(" << src0 << ", " << src1 << ", " << dst << ")" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_mul_mat(" << src0 << ", " << src1 << ", " << dst << ")");
     if (src0->type == GGML_TYPE_F16 && ggml_is_permuted(src0) && ggml_is_permuted(src1) && dst->ne[1] == 1) {
         ggml_vk_mul_mat_vec_p021_f16_f32(ctx, subctx, src0, src1, dst);
     } else if (src0->type == GGML_TYPE_F16 && !ggml_is_contiguous(src0) && !ggml_is_transposed(src1) && dst->ne[1] == 1) {
@@ -3425,12 +3392,10 @@ static void ggml_vk_mul_mat(ggml_backend_vk_context * ctx, vk_context * subctx,
 }
 
 static void ggml_vk_mul_mat_id_q_f16(ggml_backend_vk_context * ctx, vk_context * subctx, const ggml_tensor * src0, const ggml_tensor * src1, const ggml_tensor * ids, ggml_tensor * dst) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_mul_mat_id_q_f16((" << src0 << ", name=" << src0->name << ", type=" << src0->type << ", ne0=" << src0->ne[0] << ", ne1=" << src0->ne[1] << ", ne2=" << src0->ne[2] << ", ne3=" << src0->ne[3] << ", nb0=" << src0->nb[0] << ", nb1=" << src0->nb[1] << ", nb2=" << src0->nb[2] << ", nb3=" << src0->nb[3];
+    VK_LOG_DEBUG("ggml_vk_mul_mat_id_q_f16((" << src0 << ", name=" << src0->name << ", type=" << src0->type << ", ne0=" << src0->ne[0] << ", ne1=" << src0->ne[1] << ", ne2=" << src0->ne[2] << ", ne3=" << src0->ne[3] << ", nb0=" << src0->nb[0] << ", nb1=" << src0->nb[1] << ", nb2=" << src0->nb[2] << ", nb3=" << src0->nb[3];
     std::cerr << "), (" << src1 << ", name=" << src1->name << ", type=" << src1->type << ", ne0=" << src1->ne[0] << ", ne1=" << src1->ne[1] << ", ne2=" << src1->ne[2] << ", ne3=" << src1->ne[3] << ", nb0=" << src1->nb[0] << ", nb1=" << src1->nb[1] << ", nb2=" << src1->nb[2] << ", nb3=" << src1->nb[3];
     std::cerr << "), (" << ids << ", name=" << ids->name << ", type=" << ids->type << ", ne0=" << ids->ne[0] << ", ne1=" << ids->ne[1] << ", ne2=" << ids->ne[2] << ", ne3=" << ids->ne[3] << ", nb0=" << ids->nb[0] << ", nb1=" << ids->nb[1] << ", nb2=" << ids->nb[2] << ", nb3=" << ids->nb[3];
-    std::cerr << "), (" << dst << ", name=" << dst->name << ", type=" << dst->type << ", ne0=" << dst->ne[0] << ", ne1=" << dst->ne[1] << ", ne2=" << dst->ne[2] << ", ne3=" << dst->ne[3] << ", nb0=" << dst->nb[0] << ", nb1=" << dst->nb[1] << ", nb2=" << dst->nb[2] << ", nb3=" << dst->nb[3] << "),)" << std::endl;
-#endif
+    std::cerr << "), (" << dst << ", name=" << dst->name << ", type=" << dst->type << ", ne0=" << dst->ne[0] << ", ne1=" << dst->ne[1] << ", ne2=" << dst->ne[2] << ", ne3=" << dst->ne[3] << ", nb0=" << dst->nb[0] << ", nb1=" << dst->nb[1] << ", nb2=" << dst->nb[2] << ", nb3=" << dst->nb[3] << "),)");
     GGML_ASSERT(ggml_vk_dim01_contiguous(src1) || src1->type == GGML_TYPE_F32 || src1->type == GGML_TYPE_F16);  // NOLINT
     GGML_ASSERT(ids->type == GGML_TYPE_I32);
 
@@ -3616,12 +3581,10 @@ static void ggml_vk_mul_mat_id_q_f16(ggml_backend_vk_context * ctx, vk_context *
 }
 
 static void ggml_vk_mul_mat_vec_id_q_f16(ggml_backend_vk_context * ctx, vk_context * subctx, const ggml_tensor * src0, const ggml_tensor * src1, const ggml_tensor * ids, ggml_tensor * dst) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_mul_mat_vec_id_q_f16((" << src0 << ", name=" << src0->name << ", type=" << src0->type << ", ne0=" << src0->ne[0] << ", ne1=" << src0->ne[1] << ", ne2=" << src0->ne[2] << ", ne3=" << src0->ne[3] << ", nb0=" << src0->nb[0] << ", nb1=" << src0->nb[1] << ", nb2=" << src0->nb[2] << ", nb3=" << src0->nb[3];
+    VK_LOG_DEBUG("ggml_vk_mul_mat_vec_id_q_f16((" << src0 << ", name=" << src0->name << ", type=" << src0->type << ", ne0=" << src0->ne[0] << ", ne1=" << src0->ne[1] << ", ne2=" << src0->ne[2] << ", ne3=" << src0->ne[3] << ", nb0=" << src0->nb[0] << ", nb1=" << src0->nb[1] << ", nb2=" << src0->nb[2] << ", nb3=" << src0->nb[3];
     std::cerr << "), (" << src1 << ", name=" << src1->name << ", type=" << src1->type << ", ne0=" << src1->ne[0] << ", ne1=" << src1->ne[1] << ", ne2=" << src1->ne[2] << ", ne3=" << src1->ne[3] << ", nb0=" << src1->nb[0] << ", nb1=" << src1->nb[1] << ", nb2=" << src1->nb[2] << ", nb3=" << src1->nb[3];
     std::cerr << "), (" << ids << ", name=" << ids->name << ", type=" << ids->type << ", ne0=" << ids->ne[0] << ", ne1=" << ids->ne[1] << ", ne2=" << ids->ne[2] << ", ne3=" << ids->ne[3] << ", nb0=" << ids->nb[0] << ", nb1=" << ids->nb[1] << ", nb2=" << ids->nb[2] << ", nb3=" << ids->nb[3];
-    std::cerr << "), (" << dst << ", name=" << dst->name << ", type=" << dst->type << ", ne0=" << dst->ne[0] << ", ne1=" << dst->ne[1] << ", ne2=" << dst->ne[2] << ", ne3=" << dst->ne[3] << ", nb0=" << dst->nb[0] << ", nb1=" << dst->nb[1] << ", nb2=" << dst->nb[2] << ", nb3=" << dst->nb[3] << "),)" << std::endl;
-#endif
+    std::cerr << "), (" << dst << ", name=" << dst->name << ", type=" << dst->type << ", ne0=" << dst->ne[0] << ", ne1=" << dst->ne[1] << ", ne2=" << dst->ne[2] << ", ne3=" << dst->ne[3] << ", nb0=" << dst->nb[0] << ", nb1=" << dst->nb[1] << ", nb2=" << dst->nb[2] << ", nb3=" << dst->nb[3] << "),)");
     GGML_ASSERT(ggml_vk_dim01_contiguous(src0) || src0->type == GGML_TYPE_F32 || src0->type == GGML_TYPE_F16);  // NOLINT
     GGML_ASSERT(ggml_vk_dim01_contiguous(src1) || src1->type == GGML_TYPE_F32 || src1->type == GGML_TYPE_F16);  // NOLINT
     GGML_ASSERT(ids->type == GGML_TYPE_I32);
@@ -3784,9 +3747,7 @@ static void ggml_vk_mul_mat_vec_id_q_f16(ggml_backend_vk_context * ctx, vk_conte
 }
 
 static void ggml_vk_mul_mat_id(ggml_backend_vk_context * ctx, vk_context * subctx, const ggml_tensor * src0, const ggml_tensor * src1, const ggml_tensor * src2, ggml_tensor * dst) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_mul_mat_id(" << src0 << ", " << src1 << ", " << src2 << ", " << dst << ")" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_mul_mat_id(" << src0 << ", " << src1 << ", " << src2 << ", " << dst << ")");
     if (src2->ne[1] == 1 && (src0->type == GGML_TYPE_F32 || src0->type == GGML_TYPE_F16 || ggml_is_quantized(src0->type))) {
         ggml_vk_mul_mat_vec_id_q_f16(ctx, subctx, src0, src1, src2, dst);
     } else {
@@ -4020,16 +3981,14 @@ static bool ggml_vk_op_supports_incontiguous(ggml_op op) {
 
 template<typename PC>
 static void ggml_vk_op_f32(ggml_backend_vk_context * ctx, vk_context * subctx, const ggml_tensor * src0, const ggml_tensor * src1, const ggml_tensor * src2, ggml_tensor * dst, ggml_op op, const PC&& pc) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_op_f32((" << src0 << ", name=" << src0->name << ", type=" << src0->type << ", ne0=" << src0->ne[0] << ", ne1=" << src0->ne[1] << ", ne2=" << src0->ne[2] << ", ne3=" << src0->ne[3] << ", nb0=" << src0->nb[0] << ", nb1=" << src0->nb[1] << ", nb2=" << src0->nb[2] << ", nb3=" << src0->nb[3];
+    VK_LOG_DEBUG("ggml_vk_op_f32((" << src0 << ", name=" << src0->name << ", type=" << src0->type << ", ne0=" << src0->ne[0] << ", ne1=" << src0->ne[1] << ", ne2=" << src0->ne[2] << ", ne3=" << src0->ne[3] << ", nb0=" << src0->nb[0] << ", nb1=" << src0->nb[1] << ", nb2=" << src0->nb[2] << ", nb3=" << src0->nb[3];
     if (src1 != nullptr) {
         std::cerr << "), (" << src1 << ", name=" << src1->name << ", type=" << src1->type << ", ne0=" << src1->ne[0] << ", ne1=" << src1->ne[1] << ", ne2=" << src1->ne[2] << ", ne3=" << src1->ne[3] << ", nb0=" << src1->nb[0] << ", nb1=" << src1->nb[1] << ", nb2=" << src1->nb[2] << ", nb3=" << src1->nb[3];
     }
     if (src2 != nullptr) {
         std::cerr << "), (" << src2 << ", name=" << src2->name << ", type=" << src2->type << ", ne0=" << src2->ne[0] << ", ne1=" << src2->ne[1] << ", ne2=" << src2->ne[2] << ", ne3=" << src2->ne[3] << ", nb0=" << src2->nb[0] << ", nb1=" << src2->nb[1] << ", nb2=" << src2->nb[2] << ", nb3=" << src2->nb[3];
     }
-    std::cerr << "), (" << dst << ", name=" << dst->name << ", type=" << dst->type << ", ne0=" << dst->ne[0] << ", ne1=" << dst->ne[1] << ", ne2=" << dst->ne[2] << ", ne3=" << dst->ne[3] << ", nb0=" << dst->nb[0] << ", nb1=" << dst->nb[1] << ", nb2=" << dst->nb[2] << ", nb3=" << dst->nb[3] << "), " << ggml_op_name(op) << ")" << std::endl;
-#endif
+    std::cerr << "), (" << dst << ", name=" << dst->name << ", type=" << dst->type << ", ne0=" << dst->ne[0] << ", ne1=" << dst->ne[1] << ", ne2=" << dst->ne[2] << ", ne3=" << dst->ne[3] << ", nb0=" << dst->nb[0] << ", nb1=" << dst->nb[1] << ", nb2=" << dst->nb[2] << ", nb3=" << dst->nb[3] << "), " << ggml_op_name(op) << ")");
     GGML_ASSERT(op == GGML_OP_GET_ROWS || (!ggml_is_quantized(src0->type) && (src1 == nullptr || !ggml_is_quantized(src1->type))));  // NOLINT
     GGML_ASSERT(ggml_vk_op_supports_incontiguous(op) || ggml_vk_dim01_contiguous(src0));  // NOLINT
     GGML_ASSERT(dst->extra != nullptr);
@@ -4527,9 +4486,7 @@ static void ggml_vk_print_matrix_area(const void * data, ggml_type type, int ne0
 
 template <typename X_TYPE, typename Y_TYPE>
 static void ggml_vk_test_matmul(ggml_backend_vk_context * ctx, size_t m, size_t n, size_t k, size_t batch, size_t num_it, int split_k, int shader_size) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_test_matmul(" << m << ", " << n << ", " << k << ", " << batch << ", " << num_it << ", " << split_k << ", " << shader_size << ")" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_test_matmul(" << m << ", " << n << ", " << k << ", " << batch << ", " << num_it << ", " << split_k << ", " << shader_size << ")");
     const size_t x_ne = m * k * batch;
     const size_t y_ne = k * n * batch;
     const size_t d_ne = m * n * batch;
@@ -4943,9 +4900,7 @@ static void ggml_vk_test_h2d_nc(ggml_backend_vk_context * ctx, size_t ne0, size_
 }
 
 static void ggml_vk_test_transfer(ggml_backend_vk_context * ctx, size_t ne, bool pinned) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_test_transfer(" << ne << ")" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_test_transfer(" << ne << ")");
     // Check transfers are correct
     vk_buffer buffer = ggml_vk_create_buffer_check(ctx, sizeof(float) * ne, vk::MemoryPropertyFlagBits::eDeviceLocal);
 
@@ -5029,9 +4984,7 @@ static void ggml_vk_quantize_data(const float * from, void * to, size_t ne, ggml
 }
 
 static void ggml_vk_test_dequant(ggml_backend_vk_context * ctx, size_t ne, ggml_type quant) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_test_dequant(" << ne << ")" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_test_dequant(" << ne << ")");
     const size_t x_sz = sizeof(float) * ne;
     const size_t x_sz_f16 = sizeof(ggml_fp16_t) * ne;
     const size_t qx_sz = ne * ggml_type_size(quant)/ggml_blck_size(quant);
@@ -5108,9 +5061,7 @@ static void ggml_vk_test_dequant(ggml_backend_vk_context * ctx, size_t ne, ggml_
 }
 
 static void ggml_vk_test_dequant_matmul(ggml_backend_vk_context * ctx, size_t m, size_t n, size_t k, size_t batch, size_t num_it, size_t split_k, size_t shader_size, ggml_type quant) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_test_dequant_matmul(" << m << ", " << n << ", " << k << ", " << batch << ", " << num_it << ", " << split_k << ", " << ggml_type_name(quant) << ")" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_test_dequant_matmul(" << m << ", " << n << ", " << k << ", " << batch << ", " << num_it << ", " << split_k << ", " << ggml_type_name(quant) << ")");
     const size_t x_ne = m * k * batch;
     const size_t y_ne = k * n * batch;
     const size_t d_ne = m * n * batch;
@@ -5294,9 +5245,7 @@ static void ggml_vk_test_dequant_matmul(ggml_backend_vk_context * ctx, size_t m,
 #endif
 
 static ggml_tensor_extra_gpu * ggml_vk_tensor_create_extra(ggml_tensor * tensor) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_create_extra(" << tensor << " (" << tensor->name << ", " << ggml_op_name(tensor->op) << "))" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_create_extra(" << tensor << " (" << tensor->name << ", " << ggml_op_name(tensor->op) << "))");
     ggml_tensor_extra_gpu * extra = new ggml_tensor_extra_gpu;
     extra->reset();
     tensor->extra = extra;
@@ -5304,9 +5253,7 @@ static ggml_tensor_extra_gpu * ggml_vk_tensor_create_extra(ggml_tensor * tensor)
 }
 
 static void ggml_vk_preallocate_buffers_graph(ggml_backend_vk_context * ctx, ggml_tensor * node){
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_preallocate_buffers_graph(" << node << ")" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_preallocate_buffers_graph(" << node << ")");
     ggml_tensor_extra_gpu * extra = (ggml_tensor_extra_gpu *) node->extra;
 
     if (extra == nullptr) {
@@ -5341,7 +5288,7 @@ static void ggml_vk_preallocate_buffers_graph(ggml_backend_vk_context * ctx, ggm
 
     bool mmp = (use_src0 && use_src1 && src1_type == GGML_TYPE_F32) ? ggml_vk_get_mul_mat_mat_pipeline(ctx, src0_type, y_non_contig ? GGML_TYPE_F16 : src1->type) != nullptr : false;
 
-    const bool qx_needs_dequant = use_src0 && (mmp || x_non_contig);
+    const bool qx_needs_dequant = use_src0 && (!mmp || x_non_contig);
     const bool qy_needs_dequant = use_src1 && ((src1->type != GGML_TYPE_F16 && !y_f32_kernel) || y_non_contig);
 
     int split_k;
@@ -5419,9 +5366,6 @@ static void ggml_vk_preallocate_buffers_graph(ggml_backend_vk_context * ctx, ggm
 }
 
 static void ggml_vk_preallocate_buffers(ggml_backend_vk_context * ctx) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_preallocate_buffers(x_size: " << ctx->prealloc_size_x << " y_size: " << ctx->prealloc_size_y << " split_k_size: " << ctx->prealloc_size_split_k << ")" << std::endl;
-#endif
 #if defined(GGML_VULKAN_RUN_TESTS)
     ctx->staging = ggml_vk_create_buffer_check(ctx, 100ul * 1024ul * 1024ul,
         vk::MemoryPropertyFlagBits::eHostVisible | vk::MemoryPropertyFlagBits::eHostCoherent | vk::MemoryPropertyFlagBits::eHostCached,
@@ -5560,6 +5504,7 @@ static void ggml_vk_preallocate_buffers(ggml_backend_vk_context * ctx) {
 #endif
 
     if (ctx->prealloc_x == nullptr || (ctx->prealloc_size_x > 0 && ctx->prealloc_x->size < ctx->prealloc_size_x)) {
+        VK_LOG_MEMORY("ggml_vk_preallocate_buffers(x_size: " << ctx->prealloc_size_x << ")");
         // Resize buffer
         if (ctx->prealloc_x != nullptr) {
             ggml_vk_destroy_buffer(ctx->prealloc_x);
@@ -5567,6 +5512,7 @@ static void ggml_vk_preallocate_buffers(ggml_backend_vk_context * ctx) {
         ctx->prealloc_x = ggml_vk_create_buffer_device(ctx, ctx->prealloc_size_x);
     }
     if (ctx->prealloc_y == nullptr || (ctx->prealloc_size_y > 0 && ctx->prealloc_y->size < ctx->prealloc_size_y)) {
+        VK_LOG_MEMORY("ggml_vk_preallocate_buffers(y_size: " << ctx->prealloc_size_y << ")");
         // Resize buffer
         if (ctx->prealloc_y != nullptr) {
             ggml_vk_destroy_buffer(ctx->prealloc_y);
@@ -5574,6 +5520,7 @@ static void ggml_vk_preallocate_buffers(ggml_backend_vk_context * ctx) {
         ctx->prealloc_y = ggml_vk_create_buffer_device(ctx, ctx->prealloc_size_y);
     }
     if (ctx->prealloc_split_k == nullptr || (ctx->prealloc_size_split_k > 0 && ctx->prealloc_split_k->size < ctx->prealloc_size_split_k)) {
+        VK_LOG_MEMORY("ggml_vk_preallocate_buffers(split_k_size: " << ctx->prealloc_size_split_k << ")");
         // Resize buffer
         if (ctx->prealloc_split_k != nullptr) {
             ggml_vk_destroy_buffer(ctx->prealloc_split_k);
@@ -5581,6 +5528,7 @@ static void ggml_vk_preallocate_buffers(ggml_backend_vk_context * ctx) {
         ctx->prealloc_split_k = ggml_vk_create_buffer_device(ctx, ctx->prealloc_size_split_k);
     }
     if (ctx->staging == nullptr || (ctx->staging_size > 0 && ctx->staging->size < ctx->staging_size)) {
+        VK_LOG_MEMORY("ggml_vk_preallocate_buffers(staging_size: " << ctx->staging_size << ")");
         // Resize buffer
         if (ctx->staging != nullptr) {
             ggml_vk_destroy_buffer(ctx->staging);
@@ -5598,9 +5546,7 @@ static void ggml_vk_build_graph(ggml_backend_vk_context * ctx, ggml_tensor * nod
         return;
     }
 
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_build_graph(" << node << ", " << ggml_op_name(node->op) << ")" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_build_graph(" << node << ", " << ggml_op_name(node->op) << ")");
     ctx->semaphore_idx = 0;
     ctx->staging_offset = 0;
 
@@ -5823,9 +5769,7 @@ static bool ggml_vk_compute_forward(ggml_backend_vk_context * ctx, ggml_compute_
         return true;
     }
 
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_compute_forward(" << tensor << ", name=" << tensor->name << ", op=" << ggml_op_name(tensor->op) << ", type=" << tensor->type << ", ne0=" << tensor->ne[0] << ", ne1=" << tensor->ne[1] << ", ne2=" << tensor->ne[2] << ", ne3=" << tensor->ne[3] << ", nb0=" << tensor->nb[0] << ", nb1=" << tensor->nb[1] << ", nb2=" << tensor->nb[2] << ", nb3=" << tensor->nb[3] << ", view_src=" << tensor->view_src << ", view_offs=" << tensor->view_offs << ")" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_compute_forward(" << tensor << ", name=" << tensor->name << ", op=" << ggml_op_name(tensor->op) << ", type=" << tensor->type << ", ne0=" << tensor->ne[0] << ", ne1=" << tensor->ne[1] << ", ne2=" << tensor->ne[2] << ", ne3=" << tensor->ne[3] << ", nb0=" << tensor->nb[0] << ", nb1=" << tensor->nb[1] << ", nb2=" << tensor->nb[2] << ", nb3=" << tensor->nb[3] << ", view_src=" << tensor->view_src << ", view_offs=" << tensor->view_offs << ")");
 
 #ifdef GGML_VULKAN_CHECK_RESULTS
     ggml_vk_check_results_0(ctx, params, tensor);
@@ -5860,9 +5804,7 @@ static bool ggml_vk_compute_forward(ggml_backend_vk_context * ctx, ggml_compute_
 
 // Clean up after graph processing is done
 static void ggml_vk_graph_cleanup(ggml_backend_vk_context * ctx) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_graph_cleanup()" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_graph_cleanup()");
     for (auto& buffer : ctx->gc.temp_buffers) {
         ggml_vk_pool_free(ctx, buffer);
     }
@@ -5906,9 +5848,7 @@ static void ggml_vk_graph_cleanup(ggml_backend_vk_context * ctx) {
 
 // Clean up on backend free
 static void ggml_vk_cleanup(ggml_backend_vk_context * ctx) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_cleanup(" << ctx->idx << ")" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_cleanup(" << ctx->idx << ")");
     ggml_vk_graph_cleanup(ctx);
 
     ggml_vk_destroy_buffer(ctx->prealloc_x);
@@ -6003,9 +5943,7 @@ GGML_CALL static bool ggml_backend_buffer_is_vk(ggml_backend_buffer_t buffer) {
 }
 
 GGML_CALL static void ggml_backend_vk_buffer_free_buffer(ggml_backend_buffer_t buffer) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_backend_vk_buffer_free_buffer()" << std::endl;
-#endif
+    VK_LOG_MEMORY("ggml_backend_vk_buffer_free_buffer()");
     ggml_backend_vk_buffer_context * ctx = (ggml_backend_vk_buffer_context *)buffer->context;
     ggml_vk_destroy_buffer(ctx->dev_buffer);
     delete ctx;
@@ -6018,9 +5956,7 @@ GGML_CALL static void * ggml_backend_vk_buffer_get_base(ggml_backend_buffer_t bu
 }
 
 GGML_CALL static void ggml_backend_vk_buffer_init_tensor(ggml_backend_buffer_t buffer, ggml_tensor * tensor) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_backend_vk_buffer_init_tensor(" << buffer << " (" << buffer->context << "), " << tensor << ")" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_backend_vk_buffer_init_tensor(" << buffer << " (" << buffer->context << "), " << tensor << ")");
     ggml_backend_vk_buffer_context * ctx = (ggml_backend_vk_buffer_context *)buffer->context;
 
     if (tensor->view_src != nullptr) {
@@ -6036,9 +5972,7 @@ GGML_CALL static void ggml_backend_vk_buffer_init_tensor(ggml_backend_buffer_t b
 }
 
 GGML_CALL static void ggml_backend_vk_buffer_set_tensor(ggml_backend_buffer_t buffer, ggml_tensor * tensor, const void * data, size_t offset, size_t size) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_backend_vk_buffer_set_tensor(" << buffer << ", " << tensor << ", " << data << ", " << offset << ", " << size << ")" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_backend_vk_buffer_set_tensor(" << buffer << ", " << tensor << ", " << data << ", " << offset << ", " << size << ")");
     ggml_backend_vk_buffer_context * ctx = (ggml_backend_vk_buffer_context *)buffer->context;
 
     ggml_tensor_extra_gpu * extra = (ggml_tensor_extra_gpu *) tensor->extra;
@@ -6049,9 +5983,7 @@ GGML_CALL static void ggml_backend_vk_buffer_set_tensor(ggml_backend_buffer_t bu
 }
 
 GGML_CALL static void ggml_backend_vk_buffer_get_tensor(ggml_backend_buffer_t buffer, const ggml_tensor * tensor, void * data, size_t offset, size_t size) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_backend_vk_buffer_get_tensor(" << buffer << ", " << tensor << ", " << data << ", " << offset << ", " << size << ")" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_backend_vk_buffer_get_tensor(" << buffer << ", " << tensor << ", " << data << ", " << offset << ", " << size << ")");
     ggml_backend_vk_buffer_context * ctx = (ggml_backend_vk_buffer_context *)buffer->context;
 
     ggml_tensor_extra_gpu * extra = (ggml_tensor_extra_gpu *) tensor->extra;
@@ -6109,9 +6041,7 @@ GGML_CALL static const char * ggml_backend_vk_buffer_type_name(ggml_backend_buff
 }
 
 GGML_CALL static ggml_backend_buffer_t ggml_backend_vk_buffer_type_alloc_buffer(ggml_backend_buffer_type_t buft, size_t size) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_backend_vk_buffer_type_alloc_buffer(" << size << ")" << std::endl;
-#endif
+    VK_LOG_MEMORY("ggml_backend_vk_buffer_type_alloc_buffer(" << size << ")");
     ggml_backend_vk_buffer_type_context * ctx = (ggml_backend_vk_buffer_type_context *) buft->context;
 
     vk_buffer dev_buffer = nullptr;
@@ -6154,9 +6084,7 @@ static ggml_backend_buffer_type_i ggml_backend_vk_buffer_type_interface = {
 GGML_CALL ggml_backend_buffer_type_t ggml_backend_vk_buffer_type(size_t dev_num) {
     ggml_vk_instance_init();
 
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_backend_vk_buffer_type(" << dev_num << ")" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_backend_vk_buffer_type(" << dev_num << ")");
 
     GGML_ASSERT(dev_num < vk_instance.device_indices.size());
 
@@ -6180,16 +6108,12 @@ GGML_CALL static const char * ggml_backend_vk_host_buffer_name(ggml_backend_buff
 }
 
 GGML_CALL static void ggml_backend_vk_host_buffer_free_buffer(ggml_backend_buffer_t buffer) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_backend_vk_host_buffer_free_buffer()" << std::endl;
-#endif
+    VK_LOG_MEMORY("ggml_backend_vk_host_buffer_free_buffer()");
     ggml_vk_host_free(&vk_instance.contexts[0], buffer->context);
 }
 
 GGML_CALL static ggml_backend_buffer_t ggml_backend_vk_host_buffer_type_alloc_buffer(ggml_backend_buffer_type_t buft, size_t size) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_backend_vk_host_buffer_type_alloc_buffer(" << size << ")" << std::endl;
-#endif
+    VK_LOG_MEMORY("ggml_backend_vk_host_buffer_type_alloc_buffer(" << size << ")");
     size += 32;  // Behave like the CPU buffer type
     void * ptr = nullptr;
     try {
@@ -6246,9 +6170,7 @@ GGML_CALL static const char * ggml_backend_vk_name(ggml_backend_t backend) {
 
 GGML_CALL static void ggml_backend_vk_free(ggml_backend_t backend) {
     ggml_backend_vk_context * ctx = (ggml_backend_vk_context *)backend->context;
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_backend_vk_free(" << ctx->name << ")" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_backend_vk_free(" << ctx->name << ")");
 
     size_t idx = ctx->idx;
 
@@ -6272,9 +6194,7 @@ GGML_CALL static ggml_backend_buffer_type_t ggml_backend_vk_get_default_buffer_t
 }
 
 GGML_CALL static void ggml_backend_vk_set_tensor_async(ggml_backend_t backend, ggml_tensor * tensor, const void * data, size_t offset, size_t size) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_backend_vk_set_tensor_async(" << size << ")" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_backend_vk_set_tensor_async(" << size << ")");
     ggml_backend_vk_context * ctx = (ggml_backend_vk_context *)backend->context;
     GGML_ASSERT((tensor->buffer->buft == ggml_backend_vk_buffer_type(ctx->idx) || tensor->buffer->buft == ggml_backend_vk_host_buffer_type()) && "unsupported buffer type");
 
@@ -6292,9 +6212,7 @@ GGML_CALL static void ggml_backend_vk_set_tensor_async(ggml_backend_t backend, g
 }
 
 GGML_CALL static void ggml_backend_vk_get_tensor_async(ggml_backend_t backend, const ggml_tensor * tensor, void * data, size_t offset, size_t size) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_backend_vk_get_tensor_async(" << size << ")" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_backend_vk_get_tensor_async(" << size << ")");
     ggml_backend_vk_context * ctx = (ggml_backend_vk_context *)backend->context;
     GGML_ASSERT((tensor->buffer->buft == ggml_backend_vk_buffer_type(ctx->idx) || tensor->buffer->buft == ggml_backend_vk_host_buffer_type()) && "unsupported buffer type");
 
@@ -6312,9 +6230,7 @@ GGML_CALL static void ggml_backend_vk_get_tensor_async(ggml_backend_t backend, c
 }
 
 GGML_CALL static bool ggml_backend_vk_cpy_tensor_async(ggml_backend_t backend, const ggml_tensor * src, ggml_tensor * dst) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_backend_vk_cpy_tensor_async()" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_backend_vk_cpy_tensor_async()");
     ggml_backend_vk_context * ctx = (ggml_backend_vk_context *)backend->context;
     if ((dst->buffer->buft == ggml_backend_vk_buffer_type(ctx->idx) || dst->buffer->buft == ggml_backend_vk_host_buffer_type()) && ggml_backend_buffer_is_vk(src->buffer)) {
         ggml_tensor_extra_gpu * src_extra = (ggml_tensor_extra_gpu *) src->extra;
@@ -6337,9 +6253,7 @@ GGML_CALL static bool ggml_backend_vk_cpy_tensor_async(ggml_backend_t backend, c
 }
 
 GGML_CALL static void ggml_backend_vk_synchronize(ggml_backend_t backend) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_backend_vk_synchronize()" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_backend_vk_synchronize()");
     ggml_backend_vk_context * ctx = (ggml_backend_vk_context *)backend->context;
     if(ctx->transfer_ctx == nullptr) {
         return;
@@ -6367,9 +6281,7 @@ static bool ggml_vk_is_empty(ggml_tensor * node) {
 }
 
 GGML_CALL static ggml_status ggml_backend_vk_graph_compute(ggml_backend_t backend, ggml_cgraph * cgraph) {
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_backend_vk_graph_compute(" << cgraph->n_nodes << " nodes)" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_backend_vk_graph_compute(" << cgraph->n_nodes << " nodes)");
     ggml_backend_vk_context * ctx = (ggml_backend_vk_context *)backend->context;
 
     for (int i = 0; i < cgraph->n_nodes; i++) {
@@ -6582,9 +6494,7 @@ GGML_CALL ggml_backend_t ggml_backend_vk_init(size_t dev_num) {
     if (vk_instance.initialized[dev_num]) {
         return vk_instance.backends[dev_num];
     }
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_backend_vk_init(" << dev_num << ")" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_backend_vk_init(" << dev_num << ")");
 
     ggml_backend_vk_context * ctx = &vk_instance.contexts[dev_num];
     ggml_vk_init(ctx, dev_num);
@@ -6800,9 +6710,7 @@ static void ggml_vk_check_results_0(ggml_backend_vk_context * ctx, ggml_compute_
         return;
     }
 
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_check_results_0(" << tensor->name << ")" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_check_results_0(" << tensor->name << ")");
 
     ggml_tensor * src0 = tensor->src[0];
     ggml_tensor * src1 = tensor->src[1];
@@ -7108,9 +7016,7 @@ static void ggml_vk_check_results_1(ggml_backend_vk_context * ctx, ggml_compute_
         return;
     }
 
-#ifdef GGML_VULKAN_DEBUG
-    std::cerr << "ggml_vk_check_results_1(" << tensor->name << ")" << std::endl;
-#endif
+    VK_LOG_DEBUG("ggml_vk_check_results_1(" << tensor->name << ")");
 
     ggml_tensor * src0 = tensor->src[0];
     ggml_tensor * src1 = tensor->src[1];

diff --git a/ggml_vk_generate_shaders.py b/ggml_vk_generate_shaders.py
index 400a63f579c2a104c16a3dc93403a0a6461cf485..38914eedb797685c06be303d60fd7b6e9279f871 100644 (file)
--- a/ggml_vk_generate_shaders.py
+++ b/ggml_vk_generate_shaders.py
@@ -4,2727 +4,43 @@ import logging
 import argparse
 import asyncio
 import os
-import sys
-from tempfile import gettempdir, NamedTemporaryFile
+from tempfile import gettempdir
 
 logger = logging.getLogger("ggml-vk-generate-shaders")
 
-shader_f32 = """
-#define FLOAT_TYPE float
-"""
-shader_f16 = """
-#extension GL_EXT_shader_explicit_arithmetic_types_float16 : require
-#define FLOAT_TYPE float16_t
-"""
-shader_int8_ext = """
-#extension GL_EXT_shader_explicit_arithmetic_types_int8 : require
-"""
-
-# Type-specific defines
-shader_f32_defines = """
-#define QUANT_K 1
-#define QUANT_R 1
-
-#define A_TYPE float
-"""
-shader_f16_defines = """
-#define QUANT_K 1
-#define QUANT_R 1
-
-#define A_TYPE float16_t
-"""
-shader_q4_0_defines = """
-#define QUANT_K 32
-#define QUANT_R 2
-
-struct block_q4_0
-{
-    float16_t d;
-    uint8_t qs[16];
-};
-
-#define A_TYPE block_q4_0
-"""
-shader_q4_1_defines = """
-#define QUANT_K 32
-#define QUANT_R 2
-
-struct block_q4_1
-{
-    float16_t d;
-    float16_t m;
-    uint8_t qs[16];
-};
-
-#define A_TYPE block_q4_1
-"""
-shader_q5_0_defines = """
-#extension GL_EXT_shader_explicit_arithmetic_types_int16 : require
-#define QUANT_K 32
-#define QUANT_R 2
-
-struct block_q5_0
-{
-    float16_t d;
-    uint16_t qh[2];
-    uint8_t qs[16];
-};
-
-#define A_TYPE block_q5_0
-"""
-shader_q5_1_defines = """
-#extension GL_EXT_shader_explicit_arithmetic_types_int16 : require
-#define QUANT_K 32
-#define QUANT_R 2
-
-struct block_q5_1
-{
-    float16_t d;
-    float16_t m;
-    uint qh;
-    uint8_t qs[16];
-};
-
-#define A_TYPE block_q5_1
-"""
-shader_q8_0_defines = """
-#define QUANT_K 32
-#define QUANT_R 1
-
-struct block_q8_0
-{
-    float16_t d;
-    int8_t qs[32];
-};
-
-#define A_TYPE block_q8_0
-"""
-
-# K-quants
-shader_q2_K_defines = """
-#define QUANT_K 256
-
-struct block_q2_K
-{
-    uint8_t scales[QUANT_K/16];
-    uint8_t qs[QUANT_K/4];
-    f16vec2 d;
-};
-
-#define A_TYPE block_q2_K
-"""
-shader_q3_K_defines = """
-#define QUANT_K 256
-
-struct block_q3_K
-{
-    uint8_t hmask[QUANT_K/8];
-    uint8_t qs[QUANT_K/4];
-    uint8_t scales[12];
-    float16_t d;
-};
-
-#define A_TYPE block_q3_K
-"""
-shader_q4_K_defines = """
-#define QUANT_K 256
-
-struct block_q4_K
-{
-    f16vec2 d;
-    uint8_t scales[3*QUANT_K/64];
-    uint8_t qs[QUANT_K/2];
-};
-
-#define A_TYPE block_q4_K
-"""
-shader_q5_K_defines = """
-#define QUANT_K 256
-
-struct block_q5_K
-{
-    f16vec2 d;
-    uint8_t scales[12];
-    uint8_t qh[QUANT_K/8];
-    uint8_t qs[QUANT_K/2];
-};
-
-#define A_TYPE block_q5_K
-"""
-shader_q6_K_defines = """
-#define QUANT_K 256
-
-struct block_q6_K
-{
-    uint8_t ql[QUANT_K/2];
-    uint8_t qh[QUANT_K/4];
-    int8_t scales[QUANT_K/16];
-    float16_t d;
-};
-
-#define A_TYPE block_q6_K
-"""
-
-# Dequant functions
-shader_float_dequant_func = """
-vec2 dequantize(uint ib, uint iqs, uint a_offset) {
-    return vec2(data_a[a_offset + ib], data_a[a_offset + ib + 1]);
-}
-"""
-
-shader_q4_0_dequant_func = """
-vec2 dequantize(uint ib, uint iqs, uint a_offset) {
-    const float d = float(data_a[a_offset + ib].d);
-    const uint vui = uint(data_a[a_offset + ib].qs[iqs]);
-    return (vec2(vui & 0xF, vui >> 4) - 8.0f) * d;
-}
-"""
-
-shader_q4_1_dequant_func = """
-vec2 dequantize(uint ib, uint iqs, uint a_offset) {
-    const float d = float(data_a[a_offset + ib].d);
-    const float m = float(data_a[a_offset + ib].m);
-    const uint vui = uint(data_a[a_offset + ib].qs[iqs]);
-    return vec2(vui & 0xF, vui >> 4) * d + m;
-}
-"""
-
-shader_q5_0_dequant_func = """
-vec2 dequantize(uint ib, uint iqs, uint a_offset) {
-    const float d = float(data_a[a_offset + ib].d);
-    const uint uint_qh = uint(data_a[a_offset + ib].qh[1]) << 16 | data_a[a_offset + ib].qh[0];
-    const ivec2 qh = ivec2(((uint_qh >> iqs) << 4) & 0x10, (uint_qh >> (iqs + 12)) & 0x10);
-    const uint vui = uint(data_a[a_offset + ib].qs[iqs]);
-    return (vec2((vui & 0xF) | qh.x, (vui >> 4) | qh.y) - 16.0f) * d;
-}
-"""
-
-shader_q5_1_dequant_func = """
-vec2 dequantize(uint ib, uint iqs, uint a_offset) {
-    const float d = float(data_a[a_offset + ib].d);
-    const float m = float(data_a[a_offset + ib].m);
-    const uint uint_qh = data_a[a_offset + ib].qh;
-    const ivec2 qh = ivec2(((uint_qh >> iqs) << 4) & 0x10, (uint_qh >> (iqs + 12)) & 0x10);
-    const uint vui = uint(data_a[a_offset + ib].qs[iqs]);
-    return vec2((vui & 0xF) | qh.x, (vui >> 4) | qh.y) * d + m;
-}
-"""
-
-shader_q8_0_dequant_func = """
-vec2 dequantize(uint ib, uint iqs, uint a_offset) {
-    const float d = float(data_a[a_offset + ib].d);
-    return vec2(int(data_a[a_offset + ib].qs[iqs]), int(data_a[a_offset + ib].qs[iqs + 1])) * d;
-}
-"""
-
-# MULMAT
-
-mulmat_head = """#version 450
-
-#extension GL_EXT_control_flow_attributes : enable
-#extension GL_EXT_shader_16bit_storage : require
-
-#ifdef MUL_MAT_ID
-#extension GL_EXT_shader_explicit_arithmetic_types_int16 : require
-
-#define EXPERT_COUNT 8
-#endif
-
-#ifndef LOAD_VEC_A
-#define LOAD_VEC_A 1
-#endif
-#ifndef LOAD_VEC_B
-#define LOAD_VEC_B 1
-#endif
-"""
-
-mulmat_body1 = """
-layout(local_size_x_id = 0, local_size_y = 1, local_size_z = 1) in;
-
-layout (binding = 0) readonly buffer A {A_TYPE data_a[];};
-layout (binding = 1) readonly buffer B {B_TYPE data_b[];};
-layout (binding = 2) writeonly buffer D {D_TYPE data_d[];};
-
-#ifdef MUL_MAT_ID
-layout (binding = 3) readonly buffer IDS {int data_ids[];};
-#endif
-
-layout (push_constant) uniform parameter
-{
-    uint M;
-    uint N;
-    uint K;
-    uint stride_a;
-    uint stride_b;
-    uint stride_d;
-
-    uint batch_stride_a;
-    uint batch_stride_b;
-    uint batch_stride_d;
-
-#ifdef MUL_MAT_ID
-    uint nei0;
-    uint nei1;
-    uint nbi1;
-    uint ne11;
-#else
-    uint k_split;
-    uint ne02;
-    uint ne12;
-    uint broadcast2;
-    uint broadcast3;
-#endif
-} p;
-
-layout (constant_id = 1) const uint BM = 64;
-layout (constant_id = 2) const uint BN = 64;
-layout (constant_id = 3) const uint BK = 16;  // Assumed to be 32 if working with a quant
-layout (constant_id = 4) const uint WM = 32;
-layout (constant_id = 5) const uint WN = 32;
-layout (constant_id = 6) const uint WMITER = 2;
-layout (constant_id = 7) const uint TM = 4;
-layout (constant_id = 8) const uint TN = 2;
-layout (constant_id = 9) const uint WARP = 32;
-
-shared FLOAT_TYPE buf_a[BM * (BK+1)];
-shared FLOAT_TYPE buf_b[BN * (BK+1)];
-
-#ifdef MUL_MAT_ID
-shared u16vec2 row_ids[2048];
-#endif
-
-void main() {
-#ifdef MUL_MAT_ID
-    const uint expert_idx = gl_GlobalInvocationID.z;
-#else
-    const uint batch_idx = gl_GlobalInvocationID.z;
-
-    const uint i13 = batch_idx / p.ne12;
-    const uint i12 = batch_idx % p.ne12;
-
-    const uint i03 = i13 / p.broadcast3;
-    const uint i02 = i12 / p.broadcast2;
-
-    const uint batch_idx_a = i03 * p.ne02 + i02;
-#endif
-
-    const uint blocks_m = (p.M + BM - 1) / BM;
-    const uint ir = gl_WorkGroupID.x % blocks_m;
-    const uint ik = gl_WorkGroupID.x / blocks_m;
-    const uint ic = gl_WorkGroupID.y;
-
-    const uint warp_i = gl_LocalInvocationID.x / WARP;
-    const uint warp_r = warp_i % (BM / WM);
-    const uint warp_c = warp_i / (BM / WM);
-
-    const uint WNITER = (WM * WN) / (WARP * TM * TN * WMITER);
-    const uint WSUBM = WM / WMITER;
-    const uint WSUBN = WN / WNITER;
-
-    const uint tiw = gl_LocalInvocationID.x % WARP;
-    const uint tiwr = tiw % (WSUBM / TM);
-    const uint tiwc = tiw / (WSUBM / TM);
-
-    const uint loadr_a = gl_LocalInvocationID.x % (BK / LOAD_VEC_A);
-    const uint loadc_a = gl_LocalInvocationID.x / (BK / LOAD_VEC_A);
-    const uint loadr_b = gl_LocalInvocationID.x % (BK / LOAD_VEC_B);
-    const uint loadc_b = gl_LocalInvocationID.x / (BK / LOAD_VEC_B);
-
-    const uint loadstride_a = gl_WorkGroupSize.x * LOAD_VEC_A / BK;
-    const uint loadstride_b = gl_WorkGroupSize.x * LOAD_VEC_B / BK;
-
-#ifdef MUL_MAT_ID
-    uint _ne1 = 0;
-    for (uint ii1 = 0; ii1 < p.nei1; ii1++) {
-        for (uint ii0 = 0; ii0 < p.nei0; ii0++) {
-            if (data_ids[ii1*p.nbi1 + ii0] == expert_idx) {
-                row_ids[_ne1] = u16vec2(ii0, ii1);
-                _ne1++;
-            }
-        }
-    }
-
-    barrier();
-
-    // Workgroup has no work
-    if (ic * BN >= _ne1) return;
-#endif
-
-#ifdef MUL_MAT_ID
-    const uint start_k = 0;
-    const uint end_k = p.K;
-#else
-    const uint start_k = ik * p.k_split;
-    const uint end_k = min(p.K, (ik + 1) * p.k_split);
-#endif
-
-    uint pos_a = (
-#ifdef MUL_MAT_ID
-        expert_idx * p.batch_stride_a +
-#else
-        batch_idx_a * p.batch_stride_a +
-#endif
-        ir * BM * p.stride_a + start_k) / LOAD_VEC_A;
-#ifdef MUL_MAT_ID
-    uint pos_b = 0;
-#else
-    uint pos_b = (batch_idx * p.batch_stride_b + ic * BN * p.stride_b + start_k) / LOAD_VEC_B;
-#endif
-
-    float sums[WMITER * TM * WNITER * TN];
-    FLOAT_TYPE cache_a[WMITER * TM];
-    FLOAT_TYPE cache_b[WNITER * TN];
-
-    [[unroll]] for (uint i = 0; i < WMITER*TM*WNITER*TN; i++) {
-        sums[i] = 0.0f;
-    }
-
-    [[unroll]] for (uint block = start_k; block < end_k; block += BK) {
-        [[unroll]] for (uint l = 0; l < BM; l += loadstride_a) {"""
-
-mulmat_load_scalar = """
-#if LOAD_VEC_A == 8
-            const uint idx = pos_a + (loadc_a + l) * p.stride_a / LOAD_VEC_A + loadr_a;
-            const uint buf_idx = (loadc_a + l) * (BK+1) + loadr_a * LOAD_VEC_A;
-            buf_a[buf_idx    ] = FLOAT_TYPE(data_a[idx][0].x);
-            buf_a[buf_idx + 1] = FLOAT_TYPE(data_a[idx][0].y);
-            buf_a[buf_idx + 2] = FLOAT_TYPE(data_a[idx][0].z);
-            buf_a[buf_idx + 3] = FLOAT_TYPE(data_a[idx][0].w);
-            buf_a[buf_idx + 4] = FLOAT_TYPE(data_a[idx][1].x);
-            buf_a[buf_idx + 5] = FLOAT_TYPE(data_a[idx][1].y);
-            buf_a[buf_idx + 6] = FLOAT_TYPE(data_a[idx][1].z);
-            buf_a[buf_idx + 7] = FLOAT_TYPE(data_a[idx][1].w);
-#elif LOAD_VEC_A == 4
-            const uint idx = pos_a + (loadc_a + l) * p.stride_a / LOAD_VEC_A + loadr_a;
-            const uint buf_idx = (loadc_a + l) * (BK+1) + loadr_a * LOAD_VEC_A;
-            buf_a[buf_idx    ] = FLOAT_TYPE(data_a[idx].x);
-            buf_a[buf_idx + 1] = FLOAT_TYPE(data_a[idx].y);
-            buf_a[buf_idx + 2] = FLOAT_TYPE(data_a[idx].z);
-            buf_a[buf_idx + 3] = FLOAT_TYPE(data_a[idx].w);
-#else
-            if (ir * BM + loadc_a + l < p.M && block + loadr_a < end_k) {
-                buf_a[(loadc_a + l) * (BK+1) + loadr_a] = FLOAT_TYPE(data_a[pos_a + (loadc_a + l) * p.stride_a + loadr_a]);
-            } else {
-                buf_a[(loadc_a + l) * (BK+1) + loadr_a] = FLOAT_TYPE(0.0f);
-            }
-#endif
-"""
-
-mulmat_load_q4_0 = """
-            const uint idx = pos_a + (loadc_a + l) * p.stride_a / LOAD_VEC_A + loadr_a;
-            const uint buf_idx = (loadc_a + l) * (BK+1) + loadr_a;
-
-            const uint ib = idx / 16;
-            const uint iqs = idx & 0xF;
-
-            const float d = float(data_a[ib].d);
-            const uint vui = uint(data_a[ib].qs[iqs]);
-            const vec2 v = (vec2(vui & 0xF, vui >> 4) - 8.0f) * d;
-
-            buf_a[buf_idx     ] = FLOAT_TYPE(v.x);
-            buf_a[buf_idx + 16] = FLOAT_TYPE(v.y);"""
-
-mulmat_load_q4_1 = """
-            const uint idx = pos_a + (loadc_a + l) * p.stride_a / LOAD_VEC_A + loadr_a;
-            const uint buf_idx = (loadc_a + l) * (BK+1) + loadr_a;
-
-            const uint ib = idx / 16;
-            const uint iqs = idx & 0xF;
-
-            const float d = float(data_a[ib].d);
-            const float m = float(data_a[ib].m);
-            const uint vui = uint(data_a[ib].qs[iqs]);
-            const vec2 v = vec2(vui & 0xF, vui >> 4) * d + m;
-
-            buf_a[buf_idx     ] = FLOAT_TYPE(v.x);
-            buf_a[buf_idx + 16] = FLOAT_TYPE(v.y);"""
-
-mulmat_load_q5_0 = """
-            const uint idx = pos_a + (loadc_a + l) * p.stride_a / LOAD_VEC_A + loadr_a;
-            const uint buf_idx = (loadc_a + l) * (BK+1) + loadr_a;
-
-            const uint ib = idx / 16;
-            const uint iqs = idx & 0xF;
-
-            const float d = float(data_a[ib].d);
-            const uint uint_qh = uint(data_a[ib].qh[1]) << 16 | data_a[ib].qh[0];
-            const ivec2 qh = ivec2(((uint_qh >> iqs) << 4) & 0x10, (uint_qh >> (iqs + 12)) & 0x10);
-            const uint vui = uint(data_a[ib].qs[iqs]);
-            const vec2 v = (vec2((vui & 0xF) | qh.x, (vui >> 4) | qh.y) - 16.0f) * d;
-
-            buf_a[buf_idx     ] = FLOAT_TYPE(v.x);
-            buf_a[buf_idx + 16] = FLOAT_TYPE(v.y);"""
-
-mulmat_load_q5_1 = """
-            const uint idx = pos_a + (loadc_a + l) * p.stride_a / LOAD_VEC_A + loadr_a;
-            const uint buf_idx = (loadc_a + l) * (BK+1) + loadr_a;
-
-            const uint ib = idx / 16;
-            const uint iqs = idx & 0xF;
-
-            const float d = float(data_a[ib].d);
-            const float m = float(data_a[ib].m);
-            const uint uint_qh = data_a[ib].qh;
-            const ivec2 qh = ivec2(((uint_qh >> iqs) << 4) & 0x10, (uint_qh >> (iqs + 12)) & 0x10);
-            const uint vui = uint(data_a[ib].qs[iqs]);
-            const vec2 v = vec2((vui & 0xF) | qh.x, (vui >> 4) | qh.y) * d + m;
-
-            buf_a[buf_idx     ] = FLOAT_TYPE(v.x);
-            buf_a[buf_idx + 16] = FLOAT_TYPE(v.y);"""
-
-mulmat_load_q8_0 = """
-            const uint idx = pos_a + (loadc_a + l) * p.stride_a / LOAD_VEC_A + loadr_a;
-            const uint buf_idx = (loadc_a + l) * (BK+1) + loadr_a * LOAD_VEC_A;
-
-            const uint ib = idx / 16;
-            const uint iqs = (idx & 0xF) * 2;
-
-            const float d = float(data_a[ib].d);
-            const vec2 v = vec2(int(data_a[ib].qs[iqs]), int(data_a[ib].qs[iqs + 1])) * d;
-
-            buf_a[buf_idx    ] = FLOAT_TYPE(v.x);
-            buf_a[buf_idx + 1] = FLOAT_TYPE(v.y);"""
-
-
-mulmat_load_q2_K = """
-            const uint idx = pos_a + (loadc_a + l) * p.stride_a / LOAD_VEC_A + loadr_a;
-            const uint buf_idx = (loadc_a + l) * (BK+1) + loadr_a * LOAD_VEC_A;
-
-            const uint ib = idx / 128;                         // 2 values per idx
-            const uint iqs = idx % 128;                        // 0..127
-
-            const uint qsi = (iqs / 64) * 32 + (iqs % 16) * 2; // 0,2,4..30
-            const uint scalesi = iqs / 8;                      // 0..15
-            const uint qsshift = ((iqs % 64) / 16) * 2;        // 0,2,4,6
-
-            const uvec2 qs = uvec2(data_a[ib].qs[qsi], data_a[ib].qs[qsi + 1]);
-            const uint scales = data_a[ib].scales[scalesi];
-            const vec2 d = vec2(data_a[ib].d);
-
-            const vec2 v = d.x * float(scales & 0xF) * vec2((qs >> qsshift) & 3) - d.y * float(scales >> 4);
-
-            buf_a[buf_idx    ] = FLOAT_TYPE(v.x);
-            buf_a[buf_idx + 1] = FLOAT_TYPE(v.y);"""
-
-mulmat_load_q3_K = """
-            const uint idx = pos_a + (loadc_a + l) * p.stride_a / LOAD_VEC_A + loadr_a;
-            const uint buf_idx = (loadc_a + l) * (BK+1) + loadr_a * LOAD_VEC_A;
-
-            const uint ib = idx / 128;                   // 2 values per idx
-            const uint iqs = idx % 128;                  // 0..127
-
-            const uint n = iqs / 64;                     // 0,1
-            const uint qsi = n * 32 + (iqs % 16) * 2;    // 0,2,4..62
-            const uint hmi =          (iqs % 16) * 2;    // 0,2,4..30
-            const uint j = (iqs % 64) / 4;               // 0..3
-            const uint is = iqs / 8;                     // 0..15
-            const uint halfsplit = ((iqs % 64) / 16);    // 0,1,2,3
-            const uint qsshift = halfsplit * 2;          // 0,2,4,6
-            const uint m = 1 << (4 * n + halfsplit);     // 1,2,4,8,16,32,64,128
-
-            const int8_t us = int8_t(is <  4 ? (data_a[ib].scales[is-0] & 0xF) | (((data_a[ib].scales[is+8] >> 0) & 3) << 4) :
-                                    is <  8 ? (data_a[ib].scales[is-0] & 0xF) | (((data_a[ib].scales[is+4] >> 2) & 3) << 4) :
-                                    is < 12 ? (data_a[ib].scales[is-8] >>  4) | (((data_a[ib].scales[is+0] >> 4) & 3) << 4) :
-                                            (data_a[ib].scales[is-8] >>  4) | (((data_a[ib].scales[is-4] >> 6) & 3) << 4));
-            const float dl = float(data_a[ib].d) * float(us - 32);
-
-            buf_a[buf_idx    ] = FLOAT_TYPE(dl * float(int8_t((data_a[ib].qs[qsi    ] >> qsshift) & 3) - (((data_a[ib].hmask[hmi    ] & m) != 0) ? 0 : 4)));
-            buf_a[buf_idx + 1] = FLOAT_TYPE(dl * float(int8_t((data_a[ib].qs[qsi + 1] >> qsshift) & 3) - (((data_a[ib].hmask[hmi + 1] & m) != 0) ? 0 : 4)));"""
-
-mulmat_load_q4_K = """
-            const uint idx = pos_a + (loadc_a + l) * p.stride_a / LOAD_VEC_A + loadr_a;
-            const uint buf_idx = (loadc_a + l) * (BK+1) + loadr_a * LOAD_VEC_A;
-
-            const uint ib = idx / 128;                 // 2 values per idx
-            const uint iqs = idx % 128;                // 0..127
-
-            const uint n = iqs / 32;                   // 0,1,2,3
-            const uint b = (iqs % 32) / 16;            // 0,1
-            const uint is = 2 * n + b;                 // 0..7
-            const uint qsi = n * 32 + (iqs % 16) * 2;  // 0,2,4..126
-
-            const vec2 loadd = vec2(data_a[ib].d);
-
-            uint8_t sc;
-            uint8_t mbyte;
-            if (is < 4) {
-                sc    = uint8_t(data_a[ib].scales[is    ] & 63);
-                mbyte = uint8_t(data_a[ib].scales[is + 4] & 63);
-            } else {
-                sc    = uint8_t((data_a[ib].scales[is + 4] & 0xF) | ((data_a[ib].scales[is - 4] >> 6) << 4));
-                mbyte = uint8_t((data_a[ib].scales[is + 4] >>  4) | ((data_a[ib].scales[is    ] >> 6) << 4));
-            }
-            const float d = loadd.x * sc;
-            const float m = loadd.y * mbyte;
-
-            buf_a[buf_idx    ] = FLOAT_TYPE(d * float((data_a[ib].qs[qsi    ] >> (b * 4)) & 0xF) - m);
-            buf_a[buf_idx + 1] = FLOAT_TYPE(d * float((data_a[ib].qs[qsi + 1] >> (b * 4)) & 0xF) - m);"""
-
-mulmat_load_q5_K = """
-            const uint idx = pos_a + (loadc_a + l) * p.stride_a / LOAD_VEC_A + loadr_a;
-            const uint buf_idx = (loadc_a + l) * (BK+1) + loadr_a * LOAD_VEC_A;
-
-            const uint ib = idx / 128;                 // 2 values per idx
-            const uint iqs = idx % 128;                // 0..127
-
-            const uint n = iqs / 32;                   // 0,1,2,3
-            const uint b = (iqs % 32) / 16;            // 0,1
-            const uint is = 2 * n + b;                 // 0..7
-            const uint qsi = n * 32 + (iqs % 16) * 2;  // 0,2,4..126
-            const uint qhi = (iqs % 16) * 2;           // 0,2,4..30
-
-            const uint8_t hm = uint8_t(1 << (iqs / 16));
-
-            const vec2 loadd = vec2(data_a[ib].d);
-
-            uint8_t sc;
-            uint8_t mbyte;
-            if (is < 4) {
-                sc    = uint8_t(data_a[ib].scales[is    ] & 63);
-                mbyte = uint8_t(data_a[ib].scales[is + 4] & 63);
-            } else {
-                sc    = uint8_t((data_a[ib].scales[is + 4] & 0xF) | ((data_a[ib].scales[is - 4] >> 6) << 4));
-                mbyte = uint8_t((data_a[ib].scales[is + 4] >>  4) | ((data_a[ib].scales[is    ] >> 6) << 4));
-            }
-            const float d = loadd.x * sc;
-            const float m = loadd.y * mbyte;
-
-            buf_a[buf_idx    ] = FLOAT_TYPE(d * (float((data_a[ib].qs[qsi    ] >> (b * 4)) & 0xF) + float((data_a[ib].qh[qhi    ] & hm) != 0 ? 16 : 0)) - m);
-            buf_a[buf_idx + 1] = FLOAT_TYPE(d * (float((data_a[ib].qs[qsi + 1] >> (b * 4)) & 0xF) + float((data_a[ib].qh[qhi + 1] & hm) != 0 ? 16 : 0)) - m);"""
-
-mulmat_load_q6_K = """
-            const uint idx = pos_a + (loadc_a + l) * p.stride_a / LOAD_VEC_A + loadr_a;
-            const uint buf_idx = (loadc_a + l) * (BK+1) + loadr_a * LOAD_VEC_A;
-
-            const uint ib = idx / 128;                  // 2 values per idx
-            const uint iqs = idx % 128;                 // 0..127
-
-            const uint n = iqs / 64;                    // 0,1
-            const uint b = (iqs % 64) / 32;             // 0,1
-            const uint is_b = (iqs % 16) / 8;           // 0,1
-            const uint qhshift = ((iqs % 64) / 16) * 2; // 0,2,4,6
-            const uint is = 8 * n + qhshift + is_b;     // 0..15
-            const uint qsi = n * 64 + (iqs % 32) * 2;   // 0,2,4..126
-            const uint qhi = n * 32 + (iqs % 16) * 2;   // 0,2,4..62
-
-            const float dscale = float(data_a[ib].d) * float(data_a[ib].scales[is]);
-
-            buf_a[buf_idx    ] = FLOAT_TYPE(dscale * float(int8_t(((data_a[ib].ql[qsi    ] >> (b * 4)) & 0xF) | (((data_a[ib].qh[qhi    ] >> qhshift) & 3) << 4)) - 32));
-            buf_a[buf_idx + 1] = FLOAT_TYPE(dscale * float(int8_t(((data_a[ib].ql[qsi + 1] >> (b * 4)) & 0xF) | (((data_a[ib].qh[qhi + 1] >> qhshift) & 3) << 4)) - 32));"""
-
-mulmat_body2 = """
-        }
-        [[unroll]] for (uint l = 0; l < BN; l += loadstride_b) {
-#if LOAD_VEC_B == 8
-#ifdef MUL_MAT_ID
-            const u16vec2 row_idx = row_ids[ic * BN + loadc_b + l];
-            const uint idx = pos_b + row_idx.y * p.batch_stride_b / LOAD_VEC_B + (row_idx.x % p.ne11) * p.stride_b / LOAD_VEC_B + loadr_b;
-#else
-            const uint idx = pos_b + (loadc_b + l) * p.stride_b / LOAD_VEC_B + loadr_b;
-#endif
-            const uint buf_idx = (loadc_b + l) * (BK+1) + loadr_b * LOAD_VEC_B;
-            buf_b[buf_idx + 0] = FLOAT_TYPE(data_b[idx][0].x);
-            buf_b[buf_idx + 1] = FLOAT_TYPE(data_b[idx][0].y);
-            buf_b[buf_idx + 2] = FLOAT_TYPE(data_b[idx][0].z);
-            buf_b[buf_idx + 3] = FLOAT_TYPE(data_b[idx][0].w);
-            buf_b[buf_idx + 4] = FLOAT_TYPE(data_b[idx][1].x);
-            buf_b[buf_idx + 5] = FLOAT_TYPE(data_b[idx][1].y);
-            buf_b[buf_idx + 6] = FLOAT_TYPE(data_b[idx][1].z);
-            buf_b[buf_idx + 7] = FLOAT_TYPE(data_b[idx][1].w);
-#elif LOAD_VEC_B == 4
-#ifdef MUL_MAT_ID
-            const u16vec2 row_idx = row_ids[ic * BN + loadc_b + l];
-            const uint idx = pos_b + row_idx.y * p.batch_stride_b / LOAD_VEC_B + (row_idx.x % p.ne11) * p.stride_b / LOAD_VEC_B + loadr_b;
-#else
-            const uint idx = pos_b + (loadc_b + l) * p.stride_b / LOAD_VEC_B + loadr_b;
-#endif
-            const uint buf_idx = (loadc_b + l) * (BK+1) + loadr_b * LOAD_VEC_B;
-            buf_b[buf_idx + 0] = FLOAT_TYPE(data_b[idx].x);
-            buf_b[buf_idx + 1] = FLOAT_TYPE(data_b[idx].y);
-            buf_b[buf_idx + 2] = FLOAT_TYPE(data_b[idx].z);
-            buf_b[buf_idx + 3] = FLOAT_TYPE(data_b[idx].w);
-#elif !MUL_MAT_ID
-            if (ic * BN + loadc_b + l < p.N && block + loadr_b < end_k) {
-                buf_b[(loadc_b + l) * (BK+1) + loadr_b] = FLOAT_TYPE(data_b[pos_b + (loadc_b + l) * p.stride_b + loadr_b]);
-            } else {
-                buf_b[(loadc_b + l) * (BK+1) + loadr_b] = FLOAT_TYPE(0.0f);
-            }
-#else
-            const uint row_i = ic * BN + loadc_b + l;
-            if (row_i < _ne1) {
-                const u16vec2 row_idx = row_ids[row_i];
-                buf_b[(loadc_b + l) * (BK+1) + loadr_b] = FLOAT_TYPE(data_b[pos_b + row_idx.y * p.batch_stride_b + (row_idx.x % p.ne11) * p.stride_b + loadr_b]);
-            } else {
-                buf_b[(loadc_b + l) * (BK+1) + loadr_b] = FLOAT_TYPE(0.0f);
-            }
-#endif
-        }
-
-        barrier();
-
-        pos_a += BK / LOAD_VEC_A;
-        pos_b += BK / LOAD_VEC_B;
-
-        for (uint i = 0; i < BK; i++) {
-            // Load from shared into cache
-            [[unroll]] for (uint wsir = 0; wsir < WMITER; wsir++) {
-                [[unroll]] for (uint j = 0; j < TM; j++) {
-                    cache_a[wsir * TM + j] = buf_a[(warp_r * WM + wsir * WSUBM + tiwr * TM + j) * (BK+1) + i];
-                }
-            }
-            [[unroll]] for (uint wsic = 0; wsic < WNITER; wsic++) {
-                [[unroll]] for (uint j = 0; j < TN; j++) {
-                    cache_b[wsic * TN + j] = buf_b[(warp_c * WN + wsic * WSUBN + tiwc * TN + j) * (BK+1) + i];
-                }
-            }
-
-            [[unroll]] for (uint wsic = 0; wsic < WNITER; wsic++) {
-                [[unroll]] for (uint wsir = 0; wsir < WMITER; wsir++) {
-                    [[unroll]] for (uint cc = 0; cc < TN; cc++) {
-                        [[unroll]] for (uint cr = 0; cr < TM; cr++) {
-                            sums[(wsic * TN + cc) * (WMITER * TM) + wsir * TM + cr] += float(cache_a[wsir * TM + cr]) * float(cache_b[wsic * TN + cc]);
-                        }
-                    }
-                }
-            }
-        }
-
-        barrier();
-    }
-
-    const uint dr = ir * BM + warp_r * WM;
-    const uint dc = ic * BN + warp_c * WN;
-
-#ifndef MUL_MAT_ID
-    const uint offsets = batch_idx * p.batch_stride_d + ik * p.batch_stride_d * gl_NumWorkGroups.z;
-#endif
-
-    [[unroll]] for (uint wsic = 0; wsic < WNITER; wsic++) {
-        [[unroll]] for (uint wsir = 0; wsir < WMITER; wsir++) {
-
-            const uint dr_warp = dr + wsir * WSUBM + tiwr * TM;
-            const uint dc_warp = dc + wsic * WSUBN + tiwc * TN;
-            [[unroll]] for (uint cc = 0; cc < TN; cc++) {
-#ifdef MUL_MAT_ID
-                const uint row_i = dc_warp + cc;
-                if (row_i >= _ne1) break;
-
-                const u16vec2 row_idx = row_ids[row_i];
-#endif
-                [[unroll]] for (uint cr = 0; cr < TM; cr++) {
-#ifdef MUL_MAT_ID
-                    data_d[row_idx.y * p.batch_stride_d + row_idx.x * p.stride_d + dr_warp + cr] = D_TYPE(sums[(wsic * TN + cc) * (WMITER * TM) + wsir * TM + cr]);
-#else
-                    if (dr_warp + cr < p.M && dc_warp + cc < p.N) {
-                        data_d[offsets + (dc_warp + cc) * p.stride_d + dr_warp + cr] = D_TYPE(sums[(wsic * TN + cc) * (WMITER * TM) + wsir * TM + cr]);
-                    }
-#endif
-                }
-            }
-        }
-    }
-}
-"""
-
-mulmat_split_k_reduce_src = """#version 450
-
-#extension GL_EXT_control_flow_attributes : enable
-
-layout(local_size_x = 256, local_size_y = 1, local_size_z = 1) in;
-
-layout (binding = 0) readonly buffer A {float data_a[];};
-layout (binding = 1) writeonly buffer D {float data_d[];};
-
-layout (push_constant) uniform parameter {
-    uint ne;
-    uint k_num;
-} p;
-
-void main() {
-    const uint idx = gl_GlobalInvocationID.x;
-
-    if (idx >= p.ne) {
-        return;
-    }
-
-    float result = 0.0f;
-
-    [[unroll]] for (uint i = 0; i < p.k_num; i++) {
-        result += data_a[i * p.ne + idx];
-    }
-
-    data_d[idx] = result;
-}
-"""
-
-# DEQUANT SHADER
-dequant_head = """#version 450
-
-#extension GL_EXT_control_flow_attributes : require
-#extension GL_EXT_shader_16bit_storage : require
-
-layout (push_constant) uniform parameter
-{
-    uint M;
-    uint K;
-    uint stride_a;
-    uint stride_b;
-    uint nel;
-} p;
-"""
-
-dequant_f32_body = """
-layout(local_size_x = 256, local_size_y = 1, local_size_z = 1) in;
-
-layout (binding = 0) readonly buffer A {float data_a[];};
-layout (binding = 1) writeonly buffer D {D_TYPE data_b[];};
-
-void main() {
-    const uint i = gl_GlobalInvocationID.x * 16;
-
-    if (i >= p.nel) {
-        return;
-    }
-
-    [[unroll]] for (uint l = 0; l < 16; l++) {
-        data_b[i + l] = D_TYPE(data_a[i + l]);
-    }
-}
-"""
-
-dequant_q4_0_body = """
-layout(local_size_x = 256, local_size_y = 1, local_size_z = 1) in;
-
-layout (binding = 0) readonly buffer A {block_q4_0 data_a[];};
-layout (binding = 1) writeonly buffer D {D_TYPE data_b[];};
-
-void main() {
-    const uint i = gl_WorkGroupID.x * 4 + gl_LocalInvocationID.x / 64;
-
-    const uint tid = gl_LocalInvocationID.x % 64;
-    const uint il  = tid/32;
-    const uint ir  = tid%32;
-    const uint ib = 32*i + ir;
-    if (ib >= p.nel / 32) {
-        return;
-    }
-
-    const uint b_idx = 1024*i + 32*ir + 8*il;
-
-    const float d = float(data_a[ib].d);
-    const float dm = -8.0f * d;
-
-    const uint q_idx = 8*il;
-
-    [[unroll]] for (uint l = 0; l < 8; ++l) {
-        data_b[b_idx + l +  0] = D_TYPE(d * (data_a[ib].qs[q_idx + l] & 0xF) + dm);
-        data_b[b_idx + l + 16] = D_TYPE(d * (data_a[ib].qs[q_idx + l] >>  4) + dm);
-    }
-}
-"""
-
-dequant_q4_1_body = """
-layout(local_size_x = 256, local_size_y = 1, local_size_z = 1) in;
-
-layout (binding = 0) readonly buffer A {block_q4_1 data_a[];};
-layout (binding = 1) writeonly buffer D {D_TYPE data_b[];};
-
-void main() {
-    const uint i = gl_WorkGroupID.x * 4 + gl_LocalInvocationID.x / 64;
-
-    const uint tid = gl_LocalInvocationID.x % 64;
-    const uint il  = tid/32;
-    const uint ir  = tid%32;
-    const uint ib = 32*i + ir;
-    if (ib >= p.nel / 32) {
-        return;
-    }
-
-    const uint b_idx = 1024*i + 32*ir + 8*il;
-
-    const float d = float(data_a[ib].d);
-    const float m = float(data_a[ib].m);
-
-    const uint q_idx = 8*il;
-
-    [[unroll]] for (uint l = 0; l < 8; ++l) {
-        data_b[b_idx + l +  0] = D_TYPE(d * (data_a[ib].qs[q_idx + l] & 0xF) + m);
-        data_b[b_idx + l + 16] = D_TYPE(d * (data_a[ib].qs[q_idx + l] >>  4) + m);
-    }
-}
-"""
-
-dequant_q5_0_body = """
-layout(local_size_x = 256, local_size_y = 1, local_size_z = 1) in;
-
-layout (binding = 0) readonly buffer A {block_q5_0 data_a[];};
-layout (binding = 1) writeonly buffer D {D_TYPE data_b[];};
-
-void main() {
-    const uint i = gl_WorkGroupID.x * 4 + gl_LocalInvocationID.x / 64;
-
-    const uint tid = gl_LocalInvocationID.x % 64;
-    const uint il  = tid/32;
-    const uint ir  = tid%32;
-    const uint ib = 32*i + ir;
-    if (ib >= p.nel / 32) {
-        return;
-    }
-
-    const uint b_idx = 1024*i + 32*ir + 8*il;
-
-    const float d = float(data_a[ib].d);
-    const uint qh = uint(data_a[ib].qh[1]) << 16 | data_a[ib].qh[0];
-
-    const uint q_idx = 8*il;
-
-    [[unroll]] for (uint l = 0; l < 8; ++l) {
-        const uint iqs = q_idx + l;
-        const uint vui = uint(data_a[ib].qs[iqs]);
-        data_b[b_idx + l +  0] = D_TYPE(d * (((vui & 0xF) | (((qh >> iqs) << 4) & 0x10)) - 16.0f));
-        data_b[b_idx + l + 16] = D_TYPE(d * (((vui >>  4) | ((qh >> (iqs + 12)) & 0x10)) - 16.0f));
-    }
-}
-"""
-
-dequant_q5_1_body = """
-layout(local_size_x = 256, local_size_y = 1, local_size_z = 1) in;
-
-layout (binding = 0) readonly buffer A {block_q5_1 data_a[];};
-layout (binding = 1) writeonly buffer D {D_TYPE data_b[];};
-
-void main() {
-    const uint i = gl_WorkGroupID.x * 4 + gl_LocalInvocationID.x / 64;
-
-    const uint tid = gl_LocalInvocationID.x % 64;
-    const uint il  = tid/32;
-    const uint ir  = tid%32;
-    const uint ib = 32*i + ir;
-    if (ib >= p.nel / 32) {
-        return;
-    }
-
-    const uint b_idx = 1024*i + 32*ir + 8*il;
-
-    const float d = float(data_a[ib].d);
-    const float m = float(data_a[ib].m);
-    const uint qh = data_a[ib].qh;
-
-    const uint q_idx = 8*il;
-
-    [[unroll]] for (uint l = 0; l < 8; ++l) {
-        const uint iqs = q_idx + l;
-        const uint vui = uint(data_a[ib].qs[iqs]);
-        data_b[b_idx + l +  0] = D_TYPE(d * (((vui & 0xF) | (((qh >> iqs) << 4) & 0x10))) + m);
-        data_b[b_idx + l + 16] = D_TYPE(d * (((vui >>  4) | ((qh >> (iqs + 12)) & 0x10))) + m);
-    }
-}
-"""
-
-dequant_q8_0_body = """
-layout(local_size_x = 256, local_size_y = 1, local_size_z = 1) in;
-
-layout (binding = 0) readonly buffer A {block_q8_0 data_a[];};
-layout (binding = 1) writeonly buffer D {D_TYPE data_b[];};
-
-void main() {
-    const uint i = gl_WorkGroupID.x * 4 + gl_LocalInvocationID.x / 64;
-
-    const uint tid = gl_LocalInvocationID.x % 64;
-    const uint il  = tid/32;
-    const uint ir  = tid%32;
-    const uint ib = 32*i + ir;
-    if (ib >= p.nel / 32) {
-        return;
-    }
-
-    const uint b_idx = 1024*i + 32*ir + 16*il;
-
-    const float d = float(data_a[ib].d);
-
-    const uint q_idx = 16*il;
-
-    [[unroll]] for (uint l = 0; l < 16; l += 2) {
-        data_b[b_idx + l    ] = D_TYPE(d * data_a[ib].qs[q_idx + l    ]);
-        data_b[b_idx + l + 1] = D_TYPE(d * data_a[ib].qs[q_idx + l + 1]);
-    }
-}
-"""
-
-# K-quants
-dequant_q2_K_body = """
-layout(local_size_x = 64, local_size_y = 1, local_size_z = 1) in;
-
-layout (binding = 0) readonly buffer A {A_TYPE data_a[];};
-layout (binding = 1) writeonly buffer D {D_TYPE data_b[];};
-
-void main() {
-    [[unroll]] for (uint wgy = 0; wgy < 256; wgy++) {
-        const uint i = gl_WorkGroupID.x * 256 + wgy;
-        if (i >= p.M * p.K / QUANT_K) {
-            return;
-        }
-
-        const uint tid = gl_LocalInvocationID.x;
-        const uint ip = tid / 32;
-        const uint il = tid - 32 * ip;
-        const uint is = 8 * ip + il / 16;
-
-        const uint y_idx = i * QUANT_K + 128 * ip + il;
-
-        const uint ql_idx = 32 * ip + il;
-        const uint8_t qs = data_a[i].qs[32 * ip + il];
-
-        FLOAT_TYPE dall = FLOAT_TYPE(data_a[i].d.x);
-        FLOAT_TYPE dmin = FLOAT_TYPE(data_a[i].d.y);
-        data_b[y_idx +  0] = D_TYPE(dall * FLOAT_TYPE((data_a[i].scales[is+0] & 0xF) * ((qs >> 0) & 3)) - dmin * FLOAT_TYPE(data_a[i].scales[is+0] >> 4));
-        data_b[y_idx + 32] = D_TYPE(dall * FLOAT_TYPE((data_a[i].scales[is+2] & 0xF) * ((qs >> 2) & 3)) - dmin * FLOAT_TYPE(data_a[i].scales[is+2] >> 4));
-        data_b[y_idx + 64] = D_TYPE(dall * FLOAT_TYPE((data_a[i].scales[is+4] & 0xF) * ((qs >> 4) & 3)) - dmin * FLOAT_TYPE(data_a[i].scales[is+4] >> 4));
-        data_b[y_idx + 96] = D_TYPE(dall * FLOAT_TYPE((data_a[i].scales[is+6] & 0xF) * ((qs >> 6) & 3)) - dmin * FLOAT_TYPE(data_a[i].scales[is+6] >> 4));
-    }
-}
-"""
-dequant_q3_K_body = """
-layout(local_size_x = 64, local_size_y = 1, local_size_z = 1) in;
-
-layout (binding = 0) readonly buffer A {A_TYPE data_a[];};
-layout (binding = 1) writeonly buffer D {D_TYPE data_b[];};
-
-void main() {
-    [[unroll]] for (uint wgy = 0; wgy < 256; wgy++) {
-        const uint i = uint(gl_WorkGroupID.x * 256 + wgy);
-        if (i >= p.M * p.K / QUANT_K) {
-            return;
-        }
-
-        const uint r = gl_LocalInvocationID.x / 4;
-        const uint tid = r / 2;
-        const uint is0 = r % 2;
-        const uint l0 = 16 * is0 + 4 * (gl_LocalInvocationID.x % 4);
-        const uint n = tid / 4;
-        const uint j = tid - 4*n;
-
-        const uint8_t m = uint8_t(1 << (4*n + j));
-        const uint is = 8*n + 2*j + is0;
-        const uint shift = 2*j;
-
-        const int8_t us = int8_t(is <  4 ? (data_a[i].scales[is-0] & 0xF) | (((data_a[i].scales[is+8] >> 0) & 3) << 4) :
-                                 is <  8 ? (data_a[i].scales[is-0] & 0xF) | (((data_a[i].scales[is+4] >> 2) & 3) << 4) :
-                                 is < 12 ? (data_a[i].scales[is-8] >>  4) | (((data_a[i].scales[is+0] >> 4) & 3) << 4) :
-                                           (data_a[i].scales[is-8] >>  4) | (((data_a[i].scales[is-4] >> 6) & 3) << 4));
-        const FLOAT_TYPE d_all = FLOAT_TYPE(data_a[i].d);
-        const FLOAT_TYPE dl    = d_all * FLOAT_TYPE(us - 32);
-
-        const uint y_idx = i * QUANT_K + 128 * n + 32 * j;
-        const uint qs_idx = 32*n;
-
-        for (uint l = l0; l < l0 + 4; ++l) {
-            data_b[y_idx + l] = D_TYPE(dl * FLOAT_TYPE(int8_t((data_a[i].qs[qs_idx + l] >> shift) & 3) - (((data_a[i].hmask[l] & m) != 0) ? 0 : 4)));
-        }
-    }
-}
-"""
-dequant_q4_K_body = """
-layout(local_size_x = 32, local_size_y = 1, local_size_z = 1) in;
-
-layout (binding = 0) readonly buffer A {A_TYPE data_a[];};
-layout (binding = 1) writeonly buffer D {D_TYPE data_b[];};
-
-void main() {
-    [[unroll]] for (uint wgy = 0; wgy < 256; wgy++) {
-        const uint i = gl_WorkGroupID.x * 256 + wgy;
-        if (i >= p.M * p.K / QUANT_K) {
-            return;
-        }
-
-        const uint tid = gl_LocalInvocationID.x;
-        const uint il = tid / 8;
-        const uint ir = tid % 8;
-        const uint is = 2 * il;
-        const uint n = 4;
-
-        const FLOAT_TYPE dall = FLOAT_TYPE(data_a[i].d.x);
-        const FLOAT_TYPE dmin = FLOAT_TYPE(data_a[i].d.y);
-
-        const uint y_idx = i * QUANT_K + 64 * il + n * ir;
-        const uint qs_idx = 32*il + n * ir;
-
-        uint8_t sc;
-        uint8_t m;
-        if (is < 4) {
-            sc = uint8_t(data_a[i].scales[is] & 63);
-            m  = uint8_t(data_a[i].scales[is + 4] & 63);
-        } else {
-            sc = uint8_t((data_a[i].scales[is + 4] & 0xF) | ((data_a[i].scales[is - 4] >> 6) << 4));
-            m  = uint8_t((data_a[i].scales[is + 4] >>  4) | ((data_a[i].scales[is    ] >> 6) << 4));
-        }
-        const FLOAT_TYPE d1 = dall * sc;
-        const FLOAT_TYPE m1 = dmin * m;
-
-        if (is < 4) {
-            sc = uint8_t(data_a[i].scales[is + 1] & 63);
-            m  = uint8_t(data_a[i].scales[is + 5] & 63);
-        } else {
-            sc = uint8_t((data_a[i].scales[is + 5] & 0xF) | ((data_a[i].scales[is - 3] >> 6) << 4));
-            m  = uint8_t((data_a[i].scales[is + 5] >>  4) | ((data_a[i].scales[is + 1] >> 6) << 4));
-        }
-        const FLOAT_TYPE d2 = dall * sc;
-        const FLOAT_TYPE m2 = dmin * m;
-
-        [[unroll]] for (uint l = 0; l < n; ++l) {
-            data_b[y_idx + l     ] = D_TYPE(d1 * FLOAT_TYPE(data_a[i].qs[qs_idx + l] & 0xF) - m1);
-            data_b[y_idx + l + 32] = D_TYPE(d2 * FLOAT_TYPE(data_a[i].qs[qs_idx + l] >>  4) - m2);
-        }
-    }
-}
-"""
-dequant_q5_K_body = """
-layout(local_size_x = 64, local_size_y = 1, local_size_z = 1) in;
-
-layout (binding = 0) readonly buffer A {A_TYPE data_a[];};
-layout (binding = 1) writeonly buffer D {D_TYPE data_b[];};
-
-void main() {
-    [[unroll]] for (uint wgy = 0; wgy < 256; wgy++) {
-        const uint i = gl_WorkGroupID.x * 256 + wgy;
-        if (i >= p.M * p.K / QUANT_K) {
-            return;
-        }
-
-        const uint tid = gl_LocalInvocationID.x;
-        const uint il = tid / 16;
-        const uint ir = tid % 16;
-        const uint is = 2 * il;
-
-        const FLOAT_TYPE dall = FLOAT_TYPE(data_a[i].d.x);
-        const FLOAT_TYPE dmin = FLOAT_TYPE(data_a[i].d.y);
-
-        const uint y_idx = i * QUANT_K + 64 * il + 2 * ir;
-        const uint qs_idx = 32*il + 2 * ir;
-        const uint qh_idx = 2 * ir;
-
-        uint8_t sc;
-        uint8_t m;
-        if (is < 4) {
-            sc = uint8_t(data_a[i].scales[is] & 63);
-            m  = uint8_t(data_a[i].scales[is + 4] & 63);
-        } else {
-            sc = uint8_t((data_a[i].scales[is + 4] & 0xF) | ((data_a[i].scales[is - 4] >> 6) << 4));
-            m  = uint8_t((data_a[i].scales[is + 4] >>  4) | ((data_a[i].scales[is    ] >> 6) << 4));
-        }
-        const FLOAT_TYPE d1 = dall * sc;
-        const FLOAT_TYPE m1 = dmin * m;
-
-        if (is < 4) {
-            sc = uint8_t(data_a[i].scales[is + 1] & 63);
-            m  = uint8_t(data_a[i].scales[is + 5] & 63);
-        } else {
-            sc = uint8_t((data_a[i].scales[is + 5] & 0xF) | ((data_a[i].scales[is - 3] >> 6) << 4));
-            m  = uint8_t((data_a[i].scales[is + 5] >>  4) | ((data_a[i].scales[is + 1] >> 6) << 4));
-        }
-        const FLOAT_TYPE d2 = dall * sc;
-        const FLOAT_TYPE m2 = dmin * m;
-
-        const uint8_t hm1 = uint8_t(1 << (2 * il    ));
-        const uint8_t hm2 = uint8_t(1 << (2 * il + 1));
-        data_b[y_idx     ] = D_TYPE(d1 * FLOAT_TYPE((data_a[i].qs[qs_idx    ] & 0xF) + (((data_a[i].qh[qh_idx    ] & hm1) != 0) ? 16 : 0)) - m1);
-        data_b[y_idx +  1] = D_TYPE(d1 * FLOAT_TYPE((data_a[i].qs[qs_idx + 1] & 0xF) + (((data_a[i].qh[qh_idx + 1] & hm1) != 0) ? 16 : 0)) - m1);
-        data_b[y_idx + 32] = D_TYPE(d2 * FLOAT_TYPE((data_a[i].qs[qs_idx    ]  >> 4) + (((data_a[i].qh[qh_idx    ] & hm2) != 0) ? 16 : 0)) - m2);
-        data_b[y_idx + 33] = D_TYPE(d2 * FLOAT_TYPE((data_a[i].qs[qs_idx + 1]  >> 4) + (((data_a[i].qh[qh_idx + 1] & hm2) != 0) ? 16 : 0)) - m2);
-    }
-}
-"""
-dequant_q6_K_body = """
-layout(local_size_x = 64, local_size_y = 1, local_size_z = 1) in;
-
-layout (binding = 0) readonly buffer A {A_TYPE data_a[];};
-layout (binding = 1) writeonly buffer D {D_TYPE data_b[];};
-
-void main() {
-    [[unroll]] for (uint wgy = 0; wgy < 256; wgy++) {
-        const uint i = gl_WorkGroupID.x * 256 + wgy;
-        if (i >= p.M * p.K / QUANT_K) {
-            return;
-        }
-        const uint tid = gl_LocalInvocationID.x;
-        const uint ip = tid / 32;
-        const uint il = tid - 32 * ip;
-        const uint is = 8 * ip + il / 16;
-
-        const uint y_idx = i * QUANT_K + 128 * ip + il;
-
-        const uint ql_idx = 64 * ip + il;
-        const uint8_t qh = data_a[i].qh[32 * ip + il];
-
-        const FLOAT_TYPE d = FLOAT_TYPE(data_a[i].d);
-
-        data_b[y_idx +  0] = D_TYPE(d * FLOAT_TYPE(data_a[i].scales[is + 0] * (int8_t((data_a[i].ql[ql_idx +  0] & 0xF) | (((qh >> 0) & 3) << 4)) - 32)));
-        data_b[y_idx + 32] = D_TYPE(d * FLOAT_TYPE(data_a[i].scales[is + 2] * (int8_t((data_a[i].ql[ql_idx + 32] & 0xF) | (((qh >> 2) & 3) << 4)) - 32)));
-        data_b[y_idx + 64] = D_TYPE(d * FLOAT_TYPE(data_a[i].scales[is + 4] * (int8_t((data_a[i].ql[ql_idx +  0] >>  4) | (((qh >> 4) & 3) << 4)) - 32)));
-        data_b[y_idx + 96] = D_TYPE(d * FLOAT_TYPE(data_a[i].scales[is + 6] * (int8_t((data_a[i].ql[ql_idx + 32] >>  4) | (((qh >> 6) & 3) << 4)) - 32)));
-    }
-}
-"""
-
-# Mul Mat Vec
-mul_mat_vec_head = """#version 450
-
-#extension GL_EXT_control_flow_attributes : enable
-#extension GL_EXT_shader_16bit_storage : require
-#extension GL_EXT_shader_8bit_storage : require
-
-#ifdef MUL_MAT_ID
-#define EXPERT_COUNT 8
-#endif
-"""
-
-
-mul_mat_vec_layout = """
-layout (binding = 0) readonly buffer A {A_TYPE data_a[];};
-layout (binding = 1) readonly buffer B {B_TYPE data_b[];};
-layout (binding = 2) writeonly buffer D {D_TYPE data_d[];};
-#ifdef MUL_MAT_ID
-layout (binding = 3) readonly buffer IDS {int data_ids[];};
-#endif
-
-layout (push_constant) uniform parameter
-{
-    uint ncols;
-    uint stride_a;
-    uint stride_b;
-    uint stride_d;
-
-    uint batch_stride_a;
-    uint batch_stride_b;
-    uint batch_stride_d;
-
-#ifdef MUL_MAT_ID
-    uint nei0;
-    uint ne11;
-#else
-    uint ne02;
-    uint ne12;
-    uint broadcast2;
-    uint broadcast3;
-#endif
-} p;
-
-void get_offsets(out uint a_offset, out uint b_offset, out uint d_offset) {
-#ifdef MUL_MAT_ID
-    const uint expert_idx = gl_GlobalInvocationID.y;
-#else
-    const uint batch_idx = gl_GlobalInvocationID.y;
-#endif
-
-#ifndef MUL_MAT_ID
-    const uint i13 = batch_idx / p.ne12;
-    const uint i12 = batch_idx % p.ne12;
-
-    const uint i03 = i13 / p.broadcast3;
-    const uint i02 = i12 / p.broadcast2;
-
-    const uint batch_idx_a = i03 * p.ne02 + i02;
-#else
-    const uint expert_id = data_ids[expert_idx];
-#endif
-
-    a_offset =
-#ifdef MUL_MAT_ID
-            expert_id * p.batch_stride_a;
-#else
-            batch_idx_a * p.batch_stride_a;
-#endif
-    b_offset =
-#ifdef MUL_MAT_ID
-            (expert_idx % p.ne11) * p.stride_b;
-#else
-            batch_idx * p.batch_stride_b;
-#endif
-    d_offset =
-#ifdef MUL_MAT_ID
-            expert_idx * p.stride_d;
-#else
-            batch_idx * p.batch_stride_d;
-#endif
-}
-"""
-
-mul_mat_vec_body = """
-layout(local_size_x_id = 0, local_size_y = 1, local_size_z = 1) in;
-
-layout (constant_id = 0) const uint BLOCK_SIZE = 32;
-
-shared FLOAT_TYPE tmp[BLOCK_SIZE];
-
-void main() {
-    const uint row = gl_WorkGroupID.x;
-    const uint tid = gl_LocalInvocationID.x;
-
-    uint a_offset, b_offset, d_offset;
-    get_offsets(a_offset, b_offset, d_offset);
-
-    const uint y_offset = QUANT_R == 1 ? 1 : QUANT_K/2;
-
-    tmp[tid] = FLOAT_TYPE(0.0f);
-
-    [[unroll]] for (uint i = 0; i < p.ncols/BLOCK_SIZE; i += 2) {
-        const uint col = i*BLOCK_SIZE + 2*tid;
-        const uint ib = (row*p.ncols + col)/QUANT_K; // block index
-        const uint iqs = (col%QUANT_K)/QUANT_R; // quant index
-        const uint iybs = col - col%QUANT_K; // y block start index
-
-        vec2 v = dequantize(ib, iqs, a_offset / QUANT_K);
-
-        // matrix multiplication
-        tmp[tid] += FLOAT_TYPE(v.x) * FLOAT_TYPE(data_b[b_offset + iybs + iqs]) +
-                    FLOAT_TYPE(v.y) * FLOAT_TYPE(data_b[b_offset + iybs + iqs + y_offset]);
-    }
-
-    // sum up partial sums and write back result
-    barrier();
-    [[unroll]] for (uint s = BLOCK_SIZE/2; s > 0; s >>= 1) {
-        if (tid < s) {
-            tmp[tid] += tmp[tid + s];
-        }
-        barrier();
-    }
-    if (tid == 0) {
-        data_d[d_offset + row] = D_TYPE(tmp[0]);
-    }
-}
-"""
-
-# K-quants
-mul_mat_vec_q2_K_body = """
-layout(local_size_x = 32, local_size_y = 1, local_size_z = 1) in;
-
-shared FLOAT_TYPE tmp[32];
-
-void main() {
-    const uint row = gl_WorkGroupID.x;
-
-    uint a_offset, b_offset, d_offset;
-    get_offsets(a_offset, b_offset, d_offset);
-
-    const uint num_blocks_per_row = p.ncols / QUANT_K;
-    const uint ib0 = a_offset / QUANT_K + row*num_blocks_per_row;
-
-    const uint tid = gl_LocalInvocationID.x/K_QUANTS_PER_ITERATION;  // 0...31 or 0...16
-    const uint ix  = gl_LocalInvocationID.x%K_QUANTS_PER_ITERATION;  // 0 or 0, 1
-
-    const uint step = 16/K_QUANTS_PER_ITERATION;            // 16 or 8
-
-    const uint v_im = tid/step;                             // 0 or 1. 0 computes 0..., 1 computes 128...
-    const uint v_in = tid - step*v_im;                      // 0...15 or 0...7
-
-    const uint l0 = K_QUANTS_PER_ITERATION*v_in;            // 0...15
-    const uint q_offset = 32*v_im + l0;
-    const uint s_offset = 8*v_im;
-    const uint y_offset = 128*v_im + l0;
-
-    tmp[16 * ix + tid] = FLOAT_TYPE(0.0); // partial sum for thread in warp
-
-    [[unroll]] for (uint i = ix; i < num_blocks_per_row; i += K_QUANTS_PER_ITERATION) {
-        const uint y_idx = i * QUANT_K + y_offset;
-
-        const FLOAT_TYPE dall = FLOAT_TYPE(data_a[ib0 + i].d.x);
-        const FLOAT_TYPE dmin = FLOAT_TYPE(data_a[ib0 + i].d.y);
-
-        FLOAT_TYPE sum1 = FLOAT_TYPE(0.0);
-        FLOAT_TYPE sum2 = FLOAT_TYPE(0.0);
-        for (int l = 0; l < K_QUANTS_PER_ITERATION; ++l) {
-            sum1 += FLOAT_TYPE(data_b[b_offset + y_idx + l +  0]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 0] & 0xF) * FLOAT_TYPE((data_a[ib0 + i].qs[q_offset + l + 0] >> 0) & 3)
-                  + FLOAT_TYPE(data_b[b_offset + y_idx + l + 16]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 1] & 0xF) * FLOAT_TYPE((data_a[ib0 + i].qs[q_offset + l +16] >> 0) & 3)
-                  + FLOAT_TYPE(data_b[b_offset + y_idx + l + 32]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 2] & 0xF) * FLOAT_TYPE((data_a[ib0 + i].qs[q_offset + l + 0] >> 2) & 3)
-                  + FLOAT_TYPE(data_b[b_offset + y_idx + l + 48]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 3] & 0xF) * FLOAT_TYPE((data_a[ib0 + i].qs[q_offset + l +16] >> 2) & 3)
-                  + FLOAT_TYPE(data_b[b_offset + y_idx + l + 64]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 4] & 0xF) * FLOAT_TYPE((data_a[ib0 + i].qs[q_offset + l + 0] >> 4) & 3)
-                  + FLOAT_TYPE(data_b[b_offset + y_idx + l + 80]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 5] & 0xF) * FLOAT_TYPE((data_a[ib0 + i].qs[q_offset + l +16] >> 4) & 3)
-                  + FLOAT_TYPE(data_b[b_offset + y_idx + l + 96]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 6] & 0xF) * FLOAT_TYPE((data_a[ib0 + i].qs[q_offset + l + 0] >> 6) & 3)
-                  + FLOAT_TYPE(data_b[b_offset + y_idx + l +112]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 7] & 0xF) * FLOAT_TYPE((data_a[ib0 + i].qs[q_offset + l +16] >> 6) & 3);
-            sum2 += FLOAT_TYPE(data_b[b_offset + y_idx + l +  0]) * FLOAT_TYPE((data_a[ib0 + i].scales[s_offset + 0] >> 4) & 0xF)
-                  + FLOAT_TYPE(data_b[b_offset + y_idx + l + 16]) * FLOAT_TYPE((data_a[ib0 + i].scales[s_offset + 1] >> 4) & 0xF)
-                  + FLOAT_TYPE(data_b[b_offset + y_idx + l + 32]) * FLOAT_TYPE((data_a[ib0 + i].scales[s_offset + 2] >> 4) & 0xF)
-                  + FLOAT_TYPE(data_b[b_offset + y_idx + l + 48]) * FLOAT_TYPE((data_a[ib0 + i].scales[s_offset + 3] >> 4) & 0xF)
-                  + FLOAT_TYPE(data_b[b_offset + y_idx + l + 64]) * FLOAT_TYPE((data_a[ib0 + i].scales[s_offset + 4] >> 4) & 0xF)
-                  + FLOAT_TYPE(data_b[b_offset + y_idx + l + 80]) * FLOAT_TYPE((data_a[ib0 + i].scales[s_offset + 5] >> 4) & 0xF)
-                  + FLOAT_TYPE(data_b[b_offset + y_idx + l + 96]) * FLOAT_TYPE((data_a[ib0 + i].scales[s_offset + 6] >> 4) & 0xF)
-                  + FLOAT_TYPE(data_b[b_offset + y_idx + l +112]) * FLOAT_TYPE((data_a[ib0 + i].scales[s_offset + 7] >> 4) & 0xF);
-        }
-        tmp[16 * ix + tid] += dall * sum1 - dmin * sum2;
-    }
-
-    // sum up partial sums and write back result
-    barrier();
-    [[unroll]] for (uint s = 16; s > 0; s >>= 1) {
-        if (tid < s) {
-            tmp[tid] += tmp[tid + s];
-        }
-        barrier();
-    }
-    if (tid == 0) {
-        data_d[d_offset + row] = D_TYPE(tmp[0]);
-    }
-}
-"""
-mul_mat_vec_q3_K_body = """
-layout(local_size_x = 32, local_size_y = 1, local_size_z = 1) in;
-
-shared FLOAT_TYPE tmp[32];
-
-void main() {
-    const uint row = gl_WorkGroupID.x;
-
-    uint a_offset, b_offset, d_offset;
-    get_offsets(a_offset, b_offset, d_offset);
-
-    const uint num_blocks_per_row = p.ncols / QUANT_K;
-    const uint ib0 = a_offset / QUANT_K + row*num_blocks_per_row;
-
-    const uint tid = gl_LocalInvocationID.x/K_QUANTS_PER_ITERATION;  // 0...31 or 0...16
-    const uint ix  = gl_LocalInvocationID.x%K_QUANTS_PER_ITERATION;  // 0 or 0, 1
-
-    const uint step = 16/K_QUANTS_PER_ITERATION;            // 16 or 8
-
-    const uint v_im = tid/step;                             // 0 or 1. 0 computes 0..., 1 computes 128...
-    const uint v_in = tid - step*v_im;                      // 0...15 or 0...7
-
-    const uint8_t m = uint8_t(1 << (4 * v_im));
-
-    const uint l0 = K_QUANTS_PER_ITERATION*v_in;            // 0...15
-    const uint q_offset = 32*v_im + l0;
-    const uint y_offset = 128*v_im + l0;
-
-    tmp[16 * ix + tid] = FLOAT_TYPE(0.0); // partial sum for thread in warp
-
-    const uint s_shift = 4 * v_im;
-
-    [[unroll]] for (uint i = ix; i < num_blocks_per_row; i += K_QUANTS_PER_ITERATION) {
-        const uint y_idx = i * QUANT_K + y_offset;
-
-        const FLOAT_TYPE d = FLOAT_TYPE(data_a[ib0 + i].d);
-
-        FLOAT_TYPE sum = FLOAT_TYPE(0.0);
-        for (int l = 0; l < K_QUANTS_PER_ITERATION; ++l) {
-            sum += FLOAT_TYPE(data_b[b_offset + y_idx + l +  0]) * FLOAT_TYPE(int8_t(((data_a[ib0 + i].scales[0] >> s_shift) & 0xF) | ((data_a[ib0 + i].scales[ 8] >> (s_shift + 0) & 0x3) << 4)) - 32) * FLOAT_TYPE(((data_a[ib0 + i].qs[q_offset + l   ]     ) & 3) - (((data_a[ib0 + i].hmask[l0 + l   ] & (m << 0)) != 0) ? 0 : 4))
-                 + FLOAT_TYPE(data_b[b_offset + y_idx + l + 32]) * FLOAT_TYPE(int8_t(((data_a[ib0 + i].scales[2] >> s_shift) & 0xF) | ((data_a[ib0 + i].scales[10] >> (s_shift + 0) & 0x3) << 4)) - 32) * FLOAT_TYPE(((data_a[ib0 + i].qs[q_offset + l   ] >> 2) & 3) - (((data_a[ib0 + i].hmask[l0 + l   ] & (m << 1)) != 0) ? 0 : 4))
-                 + FLOAT_TYPE(data_b[b_offset + y_idx + l + 64]) * FLOAT_TYPE(int8_t(((data_a[ib0 + i].scales[4] >> s_shift) & 0xF) | ((data_a[ib0 + i].scales[ 8] >> (s_shift + 2) & 0x3) << 4)) - 32) * FLOAT_TYPE(((data_a[ib0 + i].qs[q_offset + l   ] >> 4) & 3) - (((data_a[ib0 + i].hmask[l0 + l   ] & (m << 2)) != 0) ? 0 : 4))
-                 + FLOAT_TYPE(data_b[b_offset + y_idx + l + 96]) * FLOAT_TYPE(int8_t(((data_a[ib0 + i].scales[6] >> s_shift) & 0xF) | ((data_a[ib0 + i].scales[10] >> (s_shift + 2) & 0x3) << 4)) - 32) * FLOAT_TYPE(((data_a[ib0 + i].qs[q_offset + l   ] >> 6) & 3) - (((data_a[ib0 + i].hmask[l0 + l   ] & (m << 3)) != 0) ? 0 : 4))
-                 + FLOAT_TYPE(data_b[b_offset + y_idx + l + 16]) * FLOAT_TYPE(int8_t(((data_a[ib0 + i].scales[1] >> s_shift) & 0xF) | ((data_a[ib0 + i].scales[ 9] >> (s_shift + 0) & 0x3) << 4)) - 32) * FLOAT_TYPE(((data_a[ib0 + i].qs[q_offset + l+16]     ) & 3) - (((data_a[ib0 + i].hmask[l0 + l+16] & (m << 0)) != 0) ? 0 : 4))
-                 + FLOAT_TYPE(data_b[b_offset + y_idx + l + 48]) * FLOAT_TYPE(int8_t(((data_a[ib0 + i].scales[3] >> s_shift) & 0xF) | ((data_a[ib0 + i].scales[11] >> (s_shift + 0) & 0x3) << 4)) - 32) * FLOAT_TYPE(((data_a[ib0 + i].qs[q_offset + l+16] >> 2) & 3) - (((data_a[ib0 + i].hmask[l0 + l+16] & (m << 1)) != 0) ? 0 : 4))
-                 + FLOAT_TYPE(data_b[b_offset + y_idx + l + 80]) * FLOAT_TYPE(int8_t(((data_a[ib0 + i].scales[5] >> s_shift) & 0xF) | ((data_a[ib0 + i].scales[ 9] >> (s_shift + 2) & 0x3) << 4)) - 32) * FLOAT_TYPE(((data_a[ib0 + i].qs[q_offset + l+16] >> 4) & 3) - (((data_a[ib0 + i].hmask[l0 + l+16] & (m << 2)) != 0) ? 0 : 4))
-                 + FLOAT_TYPE(data_b[b_offset + y_idx + l +112]) * FLOAT_TYPE(int8_t(((data_a[ib0 + i].scales[7] >> s_shift) & 0xF) | ((data_a[ib0 + i].scales[11] >> (s_shift + 2) & 0x3) << 4)) - 32) * FLOAT_TYPE(((data_a[ib0 + i].qs[q_offset + l+16] >> 6) & 3) - (((data_a[ib0 + i].hmask[l0 + l+16] & (m << 3)) != 0) ? 0 : 4));
-        }
-        tmp[16 * ix + tid] += d * sum;
-    }
-
-    // sum up partial sums and write back result
-    barrier();
-    [[unroll]] for (uint s = 16; s > 0; s >>= 1) {
-        if (tid < s) {
-            tmp[tid] += tmp[tid + s];
-        }
-        barrier();
-    }
-    if (tid == 0) {
-        data_d[d_offset + row] = D_TYPE(tmp[0]);
-    }
-}
-"""
-mul_mat_vec_q4_K_body = """
-layout(local_size_x = 32, local_size_y = 1, local_size_z = 1) in;
-
-shared FLOAT_TYPE tmp[32];
-
-void main() {
-    const uint row = gl_WorkGroupID.x;
-
-    uint a_offset, b_offset, d_offset;
-    get_offsets(a_offset, b_offset, d_offset);
-
-    const uint num_blocks_per_row = p.ncols / QUANT_K;
-    const uint ib0 = a_offset / QUANT_K + row*num_blocks_per_row;
-
-    const uint tid = gl_LocalInvocationID.x/K_QUANTS_PER_ITERATION;  // 0...31 or 0...16
-    const uint ix  = gl_LocalInvocationID.x%K_QUANTS_PER_ITERATION;  // 0 or 0, 1
-
-    const uint step = 8/K_QUANTS_PER_ITERATION;             // 8 or 4
-
-    const uint il = tid/step;                               // 0...3
-    const uint ir = tid - step*il;                          // 0...7 or 0...3
-    const uint n =  2 * K_QUANTS_PER_ITERATION;             // 2 or 4
-
-    const uint v_im = il / 2;  // 0 or 1. 0 computes 0,32 + 128,160, 1 computes 64,96 + 192,224
-    const uint v_in = il % 2;
-
-    const uint l0 = n * (2 * ir + v_in);            // 0...15
-    const uint q_offset = 32*v_im + l0;
-    const uint y_offset = 64*v_im + l0;
-
-    tmp[16 * ix + tid] = FLOAT_TYPE(0.0); // partial sum for thread in warp
-
-    [[unroll]] for (uint i = ix; i < num_blocks_per_row; i += K_QUANTS_PER_ITERATION) {
-        const uint y1_idx = i * QUANT_K + y_offset;
-        const uint y2_idx = y1_idx + 128;
-
-        const FLOAT_TYPE dall = FLOAT_TYPE(data_a[ib0 + i].d.x);
-        const FLOAT_TYPE dmin = FLOAT_TYPE(data_a[ib0 + i].d.y);
-
-        const uint8_t sc0 = uint8_t(  data_a[ib0 + i].scales[v_im * 2    ]       & 0x3f);
-        const uint8_t sc1 = uint8_t(  data_a[ib0 + i].scales[v_im * 2 + 1]       & 0x3f);
-        const uint8_t sc2 = uint8_t(  data_a[ib0 + i].scales[v_im * 2 + 4]       & 0x3f);
-        const uint8_t sc3 = uint8_t(  data_a[ib0 + i].scales[v_im * 2 + 5]       & 0x3f);
-        const uint8_t sc4 = uint8_t(( data_a[ib0 + i].scales[v_im * 2 + 8]       & 0x0f) | ((data_a[ib0 + i].scales[v_im * 2    ] & 0xc0) >> 2));
-        const uint8_t sc5 = uint8_t(( data_a[ib0 + i].scales[v_im * 2 + 9]       & 0x0f) | ((data_a[ib0 + i].scales[v_im * 2 + 1] & 0xc0) >> 2));
-        const uint8_t sc6 = uint8_t(((data_a[ib0 + i].scales[v_im * 2 + 8] >> 4) & 0x0f) | ((data_a[ib0 + i].scales[v_im * 2 + 4] & 0xc0) >> 2));
-        const uint8_t sc7 = uint8_t(((data_a[ib0 + i].scales[v_im * 2 + 9] >> 4) & 0x0f) | ((data_a[ib0 + i].scales[v_im * 2 + 5] & 0xc0) >> 2));
-
-#if K_QUANTS_PER_ITERATION == 2
-        const uint8_t q4_0  = uint8_t(data_a[ib0 + i].qs[q_offset     ] & 0xf);
-        const uint8_t q4_1  = uint8_t(data_a[ib0 + i].qs[q_offset +  1] & 0xf);
-        const uint8_t q4_2  = uint8_t(data_a[ib0 + i].qs[q_offset +  2] & 0xf);
-        const uint8_t q4_3  = uint8_t(data_a[ib0 + i].qs[q_offset +  3] & 0xf);
-        const uint8_t q4_4  = uint8_t(data_a[ib0 + i].qs[q_offset     ]  >> 4);
-        const uint8_t q4_5  = uint8_t(data_a[ib0 + i].qs[q_offset +  1]  >> 4);
-        const uint8_t q4_6  = uint8_t(data_a[ib0 + i].qs[q_offset +  2]  >> 4);
-        const uint8_t q4_7  = uint8_t(data_a[ib0 + i].qs[q_offset +  3]  >> 4);
-        const uint8_t q4_8  = uint8_t(data_a[ib0 + i].qs[q_offset + 64] & 0xf);
-        const uint8_t q4_9  = uint8_t(data_a[ib0 + i].qs[q_offset + 65] & 0xf);
-        const uint8_t q4_10 = uint8_t(data_a[ib0 + i].qs[q_offset + 66] & 0xf);
-        const uint8_t q4_11 = uint8_t(data_a[ib0 + i].qs[q_offset + 67] & 0xf);
-        const uint8_t q4_12 = uint8_t(data_a[ib0 + i].qs[q_offset + 64]  >> 4);
-        const uint8_t q4_13 = uint8_t(data_a[ib0 + i].qs[q_offset + 65]  >> 4);
-        const uint8_t q4_14 = uint8_t(data_a[ib0 + i].qs[q_offset + 66]  >> 4);
-        const uint8_t q4_15 = uint8_t(data_a[ib0 + i].qs[q_offset + 67]  >> 4);
-
-        const FLOAT_TYPE sx = FLOAT_TYPE(FLOAT_TYPE(data_b[b_offset + y1_idx]) * q4_0 + FLOAT_TYPE(data_b[b_offset + y1_idx + 1]) * q4_1 + FLOAT_TYPE(data_b[b_offset + y1_idx + 2]) * q4_2 + FLOAT_TYPE(data_b[b_offset + y1_idx + 3]) * q4_3);
-        const FLOAT_TYPE sy = FLOAT_TYPE(FLOAT_TYPE(data_b[b_offset + y1_idx + 32]) * q4_4 + FLOAT_TYPE(data_b[b_offset + y1_idx + 33]) * q4_5 + FLOAT_TYPE(data_b[b_offset + y1_idx + 34]) * q4_6 + FLOAT_TYPE(data_b[b_offset + y1_idx + 35]) * q4_7);
-        const FLOAT_TYPE sz = FLOAT_TYPE(FLOAT_TYPE(data_b[b_offset + y2_idx]) * q4_8 + FLOAT_TYPE(data_b[b_offset + y2_idx + 1]) * q4_9 + FLOAT_TYPE(data_b[b_offset + y2_idx + 2]) * q4_10 + FLOAT_TYPE(data_b[b_offset + y2_idx + 3]) * q4_11);
-        const FLOAT_TYPE sw = FLOAT_TYPE(FLOAT_TYPE(data_b[b_offset + y2_idx + 32]) * q4_12 + FLOAT_TYPE(data_b[b_offset + y2_idx + 33]) * q4_13 + FLOAT_TYPE(data_b[b_offset + y2_idx + 34]) * q4_14 + FLOAT_TYPE(data_b[b_offset + y2_idx + 35]) * q4_15);
-        const FLOAT_TYPE smin = FLOAT_TYPE(
-            FLOAT_TYPE(data_b[b_offset + y1_idx    ]) * sc2 + FLOAT_TYPE(data_b[b_offset + y1_idx + 32]) * sc3 + FLOAT_TYPE(data_b[b_offset + y2_idx    ]) * sc6 + FLOAT_TYPE(data_b[b_offset + y2_idx + 32]) * sc7
-          + FLOAT_TYPE(data_b[b_offset + y1_idx + 1]) * sc2 + FLOAT_TYPE(data_b[b_offset + y1_idx + 33]) * sc3 + FLOAT_TYPE(data_b[b_offset + y2_idx + 1]) * sc6 + FLOAT_TYPE(data_b[b_offset + y2_idx + 33]) * sc7
-          + FLOAT_TYPE(data_b[b_offset + y1_idx + 2]) * sc2 + FLOAT_TYPE(data_b[b_offset + y1_idx + 34]) * sc3 + FLOAT_TYPE(data_b[b_offset + y2_idx + 2]) * sc6 + FLOAT_TYPE(data_b[b_offset + y2_idx + 34]) * sc7
-          + FLOAT_TYPE(data_b[b_offset + y1_idx + 3]) * sc2 + FLOAT_TYPE(data_b[b_offset + y1_idx + 35]) * sc3 + FLOAT_TYPE(data_b[b_offset + y2_idx + 3]) * sc6 + FLOAT_TYPE(data_b[b_offset + y2_idx + 35]) * sc7
-        );
-        tmp[16 * ix + tid] += FLOAT_TYPE(dall * (sx * sc0 + sy * sc1 + sz * sc4 + sw * sc5) - dmin * smin);
-#else
-        const uint8_t q4_0 = uint8_t(data_a[ib0 + i].qs[q_offset     ] & 0xf);
-        const uint8_t q4_1 = uint8_t(data_a[ib0 + i].qs[q_offset +  1] & 0xf);
-        const uint8_t q4_2 = uint8_t(data_a[ib0 + i].qs[q_offset     ]  >> 4);
-        const uint8_t q4_3 = uint8_t(data_a[ib0 + i].qs[q_offset +  1]  >> 4);
-        const uint8_t q4_4 = uint8_t(data_a[ib0 + i].qs[q_offset + 64] & 0xf);
-        const uint8_t q4_5 = uint8_t(data_a[ib0 + i].qs[q_offset + 65] & 0xf);
-        const uint8_t q4_6 = uint8_t(data_a[ib0 + i].qs[q_offset + 64]  >> 4);
-        const uint8_t q4_7 = uint8_t(data_a[ib0 + i].qs[q_offset + 65]  >> 4);
-
-        const FLOAT_TYPE sx = FLOAT_TYPE(FLOAT_TYPE(data_b[b_offset + y1_idx     ]) * q4_0  + FLOAT_TYPE(data_b[b_offset + y1_idx +  1]) * q4_1);
-        const FLOAT_TYPE sy = FLOAT_TYPE(FLOAT_TYPE(data_b[b_offset + y1_idx + 32]) * q4_2  + FLOAT_TYPE(data_b[b_offset + y1_idx + 33]) * q4_3);
-        const FLOAT_TYPE sz = FLOAT_TYPE(FLOAT_TYPE(data_b[b_offset + y2_idx     ]) * q4_4  + FLOAT_TYPE(data_b[b_offset + y2_idx +  1]) * q4_5);
-        const FLOAT_TYPE sw = FLOAT_TYPE(FLOAT_TYPE(data_b[b_offset + y2_idx + 32]) * q4_6 + FLOAT_TYPE(data_b[b_offset + y2_idx + 33]) * q4_7);
-        const FLOAT_TYPE smin = FLOAT_TYPE(
-            FLOAT_TYPE(data_b[b_offset + y1_idx]) * sc2 + FLOAT_TYPE(data_b[b_offset + y1_idx + 32]) * sc3 + FLOAT_TYPE(data_b[b_offset + y2_idx]) * sc6 + FLOAT_TYPE(data_b[b_offset + y2_idx + 32]) * sc7
-          + FLOAT_TYPE(data_b[b_offset + y1_idx + 1]) * sc2 + FLOAT_TYPE(data_b[b_offset + y1_idx + 33]) * sc3 + FLOAT_TYPE(data_b[b_offset + y2_idx + 1]) * sc6 + FLOAT_TYPE(data_b[b_offset + y2_idx + 33]) * sc7
-        );
-
-        tmp[16 * ix + tid] += FLOAT_TYPE(dall * (sx * FLOAT_TYPE(data_a[ib0 + i].scales[v_im] & 0x3f) + sy * FLOAT_TYPE(data_a[ib0 + i].scales[v_im + 1] & 0x3f) + sz * FLOAT_TYPE((data_a[ib0 + i].scales[v_im + 4] & 0x0f) | ((data_a[ib0 + i].scales[v_im] & 0xc0) >> 2)) + sw * FLOAT_TYPE((data_a[ib0 + i].scales[v_im + 5] & 0x0f) | ((data_a[ib0 + i].scales[v_im + 1] & 0xc0) >> 2))) - dmin * smin);
-#endif
-    }
-
-    // sum up partial sums and write back result
-    barrier();
-    [[unroll]] for (uint s = 16; s > 0; s >>= 1) {
-        if (tid < s) {
-            tmp[tid] += tmp[tid + s];
-        }
-        barrier();
-    }
-    if (tid == 0) {
-        data_d[d_offset + row] = D_TYPE(tmp[0]);
-    }
-}
-"""
-mul_mat_vec_q5_K_body = """
-layout(local_size_x = 32, local_size_y = 1, local_size_z = 1) in;
-
-shared FLOAT_TYPE tmp[32];
-
-void main() {
-    const uint row = gl_WorkGroupID.x;
-
-    uint a_offset, b_offset, d_offset;
-    get_offsets(a_offset, b_offset, d_offset);
-
-    const uint num_blocks_per_row = p.ncols / QUANT_K;
-    const uint ib0 = a_offset / QUANT_K + row*num_blocks_per_row;
-
-    const uint tid = gl_LocalInvocationID.x/2;  // 0...31 or 0...16
-    const uint ix  = gl_LocalInvocationID.x%2;  // 0 or 0, 1
-
-    const uint il = tid/4;                           // 0...3
-    const uint ir = tid - 4*il;                      // 0...7 or 0...3
-
-    const uint v_im = il / 2;  // 0 or 1. 0 computes 0,32 + 128,160, 1 computes 64,96 + 192,224
-    const uint v_in = il % 2;
-
-    const uint l0 = 4*ir + 2*v_in;                   // 0...15
-    const uint q_offset = 32*v_im + l0;
-    const uint y_offset = 64*v_im + l0;
-
-    const uint8_t hm1 = uint8_t(1 << (2*v_im));
-    const uint8_t hm2 = uint8_t(hm1 << 4);
-
-    tmp[16 * ix + tid] = FLOAT_TYPE(0.0); // partial sum for thread in warp
-
-    [[unroll]] for (uint i = ix; i < num_blocks_per_row; i += 2) {
-        const uint y1_idx = i * QUANT_K + y_offset;
-        const uint y2_idx = y1_idx + 128;
-
-        const FLOAT_TYPE dall = FLOAT_TYPE(data_a[ib0 + i].d.x);
-        const FLOAT_TYPE dmin = FLOAT_TYPE(data_a[ib0 + i].d.y);
-
-        const uint8_t sc0 = uint8_t(  data_a[ib0 + i].scales[v_im * 2    ]       & 0x3f);
-        const uint8_t sc1 = uint8_t(  data_a[ib0 + i].scales[v_im * 2 + 1]       & 0x3f);
-        const uint8_t sc2 = uint8_t(  data_a[ib0 + i].scales[v_im * 2 + 4]       & 0x3f);
-        const uint8_t sc3 = uint8_t(  data_a[ib0 + i].scales[v_im * 2 + 5]       & 0x3f);
-        const uint8_t sc4 = uint8_t(( data_a[ib0 + i].scales[v_im * 2 + 8]       & 0x0f) | ((data_a[ib0 + i].scales[v_im * 2    ] & 0xc0) >> 2));
-        const uint8_t sc5 = uint8_t(( data_a[ib0 + i].scales[v_im * 2 + 9]       & 0x0f) | ((data_a[ib0 + i].scales[v_im * 2 + 1] & 0xc0) >> 2));
-        const uint8_t sc6 = uint8_t(((data_a[ib0 + i].scales[v_im * 2 + 8] >> 4) & 0x0f) | ((data_a[ib0 + i].scales[v_im * 2 + 4] & 0xc0) >> 2));
-        const uint8_t sc7 = uint8_t(((data_a[ib0 + i].scales[v_im * 2 + 9] >> 4) & 0x0f) | ((data_a[ib0 + i].scales[v_im * 2 + 5] & 0xc0) >> 2));
-
-        const uint8_t q4_0  = uint8_t(data_a[ib0 + i].qs[q_offset     ] & 0xf);
-        const uint8_t q4_1  = uint8_t(data_a[ib0 + i].qs[q_offset +  1] & 0xf);
-        const uint8_t q4_2  = uint8_t(data_a[ib0 + i].qs[q_offset + 16] & 0xf);
-        const uint8_t q4_3  = uint8_t(data_a[ib0 + i].qs[q_offset + 17] & 0xf);
-        const uint8_t q4_4  = uint8_t(data_a[ib0 + i].qs[q_offset     ]  >> 4);
-        const uint8_t q4_5  = uint8_t(data_a[ib0 + i].qs[q_offset +  1]  >> 4);
-        const uint8_t q4_6  = uint8_t(data_a[ib0 + i].qs[q_offset + 16]  >> 4);
-        const uint8_t q4_7  = uint8_t(data_a[ib0 + i].qs[q_offset + 17]  >> 4);
-        const uint8_t q4_8  = uint8_t(data_a[ib0 + i].qs[q_offset + 64] & 0xf);
-        const uint8_t q4_9  = uint8_t(data_a[ib0 + i].qs[q_offset + 65] & 0xf);
-        const uint8_t q4_10 = uint8_t(data_a[ib0 + i].qs[q_offset + 80] & 0xf);
-        const uint8_t q4_11 = uint8_t(data_a[ib0 + i].qs[q_offset + 81] & 0xf);
-        const uint8_t q4_12 = uint8_t(data_a[ib0 + i].qs[q_offset + 64]  >> 4);
-        const uint8_t q4_13 = uint8_t(data_a[ib0 + i].qs[q_offset + 65]  >> 4);
-        const uint8_t q4_14 = uint8_t(data_a[ib0 + i].qs[q_offset + 80]  >> 4);
-        const uint8_t q4_15 = uint8_t(data_a[ib0 + i].qs[q_offset + 81]  >> 4);
-
-        const FLOAT_TYPE sx = FLOAT_TYPE(
-            FLOAT_TYPE(data_b[b_offset + y1_idx     ]) * (q4_0 + (((data_a[ib0 + i].qh[l0     ] & hm1) != 0) ? 16 : 0))
-          + FLOAT_TYPE(data_b[b_offset + y1_idx +  1]) * (q4_1 + (((data_a[ib0 + i].qh[l0 +  1] & hm1) != 0) ? 16 : 0))
-          + FLOAT_TYPE(data_b[b_offset + y1_idx + 16]) * (q4_2 + (((data_a[ib0 + i].qh[l0 + 16] & hm1) != 0) ? 16 : 0))
-          + FLOAT_TYPE(data_b[b_offset + y1_idx + 17]) * (q4_3 + (((data_a[ib0 + i].qh[l0 + 17] & hm1) != 0) ? 16 : 0))
-        );
-        const FLOAT_TYPE sy = FLOAT_TYPE(
-            FLOAT_TYPE(data_b[b_offset + y1_idx + 32]) * (q4_4 + (((data_a[ib0 + i].qh[l0     ] & (hm1 << 1)) != 0) ? 16 : 0))
-          + FLOAT_TYPE(data_b[b_offset + y1_idx + 33]) * (q4_5 + (((data_a[ib0 + i].qh[l0 +  1] & (hm1 << 1)) != 0) ? 16 : 0))
-          + FLOAT_TYPE(data_b[b_offset + y1_idx + 48]) * (q4_6 + (((data_a[ib0 + i].qh[l0 + 16] & (hm1 << 1)) != 0) ? 16 : 0))
-          + FLOAT_TYPE(data_b[b_offset + y1_idx + 49]) * (q4_7 + (((data_a[ib0 + i].qh[l0 + 17] & (hm1 << 1)) != 0) ? 16 : 0))
-        );
-        const FLOAT_TYPE sz = FLOAT_TYPE(
-            FLOAT_TYPE(data_b[b_offset + y2_idx     ]) * (q4_8  + (((data_a[ib0 + i].qh[l0     ] & hm2) != 0) ? 16 : 0))
-          + FLOAT_TYPE(data_b[b_offset + y2_idx +  1]) * (q4_9  + (((data_a[ib0 + i].qh[l0 +  1] & hm2) != 0) ? 16 : 0))
-          + FLOAT_TYPE(data_b[b_offset + y2_idx + 16]) * (q4_10 + (((data_a[ib0 + i].qh[l0 + 16] & hm2) != 0) ? 16 : 0))
-          + FLOAT_TYPE(data_b[b_offset + y2_idx + 17]) * (q4_11 + (((data_a[ib0 + i].qh[l0 + 17] & hm2) != 0) ? 16 : 0))
-        );
-        const FLOAT_TYPE sw = FLOAT_TYPE(
-            FLOAT_TYPE(data_b[b_offset + y2_idx + 32]) * (q4_12 + (((data_a[ib0 + i].qh[l0     ] & (hm2 << 1)) != 0) ? 16 : 0))
-          + FLOAT_TYPE(data_b[b_offset + y2_idx + 33]) * (q4_13 + (((data_a[ib0 + i].qh[l0 +  1] & (hm2 << 1)) != 0) ? 16 : 0))
-          + FLOAT_TYPE(data_b[b_offset + y2_idx + 48]) * (q4_14 + (((data_a[ib0 + i].qh[l0 + 16] & (hm2 << 1)) != 0) ? 16 : 0))
-          + FLOAT_TYPE(data_b[b_offset + y2_idx + 49]) * (q4_15 + (((data_a[ib0 + i].qh[l0 + 17] & (hm2 << 1)) != 0) ? 16 : 0))
-        );
-        const FLOAT_TYPE smin = FLOAT_TYPE(
-            (FLOAT_TYPE(data_b[b_offset + y1_idx]) + FLOAT_TYPE(data_b[b_offset + y1_idx + 1]) + FLOAT_TYPE(data_b[b_offset + y1_idx + 16]) + FLOAT_TYPE(data_b[b_offset + y1_idx + 17])) * sc2 + (FLOAT_TYPE(data_b[b_offset + y1_idx + 32]) + FLOAT_TYPE(data_b[b_offset + y1_idx + 33]) + FLOAT_TYPE(data_b[b_offset + y1_idx + 48]) + FLOAT_TYPE(data_b[b_offset + y1_idx + 49])) * sc3
-          + (FLOAT_TYPE(data_b[b_offset + y2_idx]) + FLOAT_TYPE(data_b[b_offset + y2_idx + 1]) + FLOAT_TYPE(data_b[b_offset + y2_idx + 16]) + FLOAT_TYPE(data_b[b_offset + y2_idx + 17])) * sc6 + (FLOAT_TYPE(data_b[b_offset + y2_idx + 32]) + FLOAT_TYPE(data_b[b_offset + y2_idx + 33]) + FLOAT_TYPE(data_b[b_offset + y2_idx + 48]) + FLOAT_TYPE(data_b[b_offset + y2_idx + 49])) * sc7
-        );
-        tmp[16 * ix + tid] += FLOAT_TYPE(dall * (sx * sc0 + sy * sc1 + sz * sc4 + sw * sc5) - dmin * smin);
-    }
-
-    // sum up partial sums and write back result
-    barrier();
-    [[unroll]] for (uint s = 16; s > 0; s >>= 1) {
-        if (tid < s) {
-            tmp[tid] += tmp[tid + s];
-        }
-        barrier();
-    }
-    if (tid == 0) {
-        data_d[d_offset + row] = D_TYPE(tmp[0]);
-    }
-}
-"""
-mul_mat_vec_q6_K_body = """
-layout(local_size_x = 32, local_size_y = 1, local_size_z = 1) in;
-
-shared FLOAT_TYPE tmp[32];
-
-void main() {
-    const uint row = gl_WorkGroupID.x;
-
-    uint a_offset, b_offset, d_offset;
-    get_offsets(a_offset, b_offset, d_offset);
-
-    const uint num_blocks_per_row = p.ncols / QUANT_K;
-    const uint ib0 = a_offset / QUANT_K + row*num_blocks_per_row;
-
-    const uint tid = gl_LocalInvocationID.x/K_QUANTS_PER_ITERATION;  // 0...31 or 0...16
-    const uint ix  = gl_LocalInvocationID.x%K_QUANTS_PER_ITERATION;  // 0 or 0, 1
-
-    const uint step = 16/K_QUANTS_PER_ITERATION;            // 16 or 8
-
-    const uint v_im = tid/step;                             // 0 or 1. 0 computes 0..., 1 computes 128...
-    const uint v_in = tid - step*v_im;                      // 0...15 or 0...7
-
-#if K_QUANTS_PER_ITERATION == 1
-    const uint l0 = v_in;                                   // 0...15
-    const uint is = 0;
-#else
-    const uint l0 = 4 * v_in;                               // 0, 4, 8, ..., 28
-    const uint is = v_in / 4;
-#endif
-
-    const uint ql_offset = 64*v_im + l0;
-    const uint qh_offset = 32*v_im + l0;
-    const uint s_offset  =  8*v_im + is;
-    const uint y_offset = 128*v_im + l0;
-
-    tmp[16 * ix + tid] = FLOAT_TYPE(0.0); // partial sum for thread in warp
-
-    [[unroll]] for (uint i = ix; i < num_blocks_per_row; i += K_QUANTS_PER_ITERATION) {
-        const uint y_idx   = i * QUANT_K + y_offset;
-
-        const FLOAT_TYPE d = FLOAT_TYPE(data_a[ib0 + i].d);
-
-#if K_QUANTS_PER_ITERATION == 1
-        FLOAT_TYPE sum = FLOAT_TYPE(data_b[b_offset + y_idx +  0]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 0]) * d * FLOAT_TYPE(int8_t((data_a[ib0 + i].ql[ql_offset +  0] & 0xF) | ((data_a[ib0 + i].qh[qh_offset +  0] & 0x03) << 4)) - 32)
-                       + FLOAT_TYPE(data_b[b_offset + y_idx + 16]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 1]) * d * FLOAT_TYPE(int8_t((data_a[ib0 + i].ql[ql_offset + 16] & 0xF) | ((data_a[ib0 + i].qh[qh_offset + 16] & 0x03) << 4)) - 32)
-                       + FLOAT_TYPE(data_b[b_offset + y_idx + 32]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 2]) * d * FLOAT_TYPE(int8_t((data_a[ib0 + i].ql[ql_offset + 32] & 0xF) | ((data_a[ib0 + i].qh[qh_offset +  0] & 0x0c) << 2)) - 32)
-                       + FLOAT_TYPE(data_b[b_offset + y_idx + 48]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 3]) * d * FLOAT_TYPE(int8_t((data_a[ib0 + i].ql[ql_offset + 48] & 0xF) | ((data_a[ib0 + i].qh[qh_offset + 16] & 0x0c) << 2)) - 32)
-                       + FLOAT_TYPE(data_b[b_offset + y_idx + 64]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 4]) * d * FLOAT_TYPE(int8_t((data_a[ib0 + i].ql[ql_offset +  0]  >> 4) | ((data_a[ib0 + i].qh[qh_offset +  0] & 0x30) >> 0)) - 32)
-                       + FLOAT_TYPE(data_b[b_offset + y_idx + 80]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 5]) * d * FLOAT_TYPE(int8_t((data_a[ib0 + i].ql[ql_offset + 16]  >> 4) | ((data_a[ib0 + i].qh[qh_offset + 16] & 0x30) >> 0)) - 32)
-                       + FLOAT_TYPE(data_b[b_offset + y_idx + 96]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 6]) * d * FLOAT_TYPE(int8_t((data_a[ib0 + i].ql[ql_offset + 32]  >> 4) | ((data_a[ib0 + i].qh[qh_offset +  0] & 0xc0) >> 2)) - 32)
-                       + FLOAT_TYPE(data_b[b_offset + y_idx +112]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 7]) * d * FLOAT_TYPE(int8_t((data_a[ib0 + i].ql[ql_offset + 48]  >> 4) | ((data_a[ib0 + i].qh[qh_offset + 16] & 0xc0) >> 2)) - 32);
-        tmp[16 * ix + tid] += sum;
-#else
-        FLOAT_TYPE sum = FLOAT_TYPE(0.0);
-        [[unroll]] for (int l = 0; l < 4; ++l) {
-            sum += FLOAT_TYPE(data_b[b_offset + y_idx + l+ 0]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 0]) * d * FLOAT_TYPE(int8_t((data_a[ib0 + i].ql[ql_offset + l+ 0] & 0xF) | (((data_a[ib0 + i].qh[qh_offset + l] >> 0) & 3) << 4)) - 32)
-                 + FLOAT_TYPE(data_b[b_offset + y_idx + l+32]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 2]) * d * FLOAT_TYPE(int8_t((data_a[ib0 + i].ql[ql_offset + l+32] & 0xF) | (((data_a[ib0 + i].qh[qh_offset + l] >> 2) & 3) << 4)) - 32)
-                 + FLOAT_TYPE(data_b[b_offset + y_idx + l+64]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 4]) * d * FLOAT_TYPE(int8_t((data_a[ib0 + i].ql[ql_offset + l+ 0]  >> 4) | (((data_a[ib0 + i].qh[qh_offset + l] >> 4) & 3) << 4)) - 32)
-                 + FLOAT_TYPE(data_b[b_offset + y_idx + l+96]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 6]) * d * FLOAT_TYPE(int8_t((data_a[ib0 + i].ql[ql_offset + l+32]  >> 4) | (((data_a[ib0 + i].qh[qh_offset + l] >> 6) & 3) << 4)) - 32);
-        }
-        tmp[16 * ix + tid] += sum;
-#endif
-    }
-
-    // sum up partial sums and write back result
-    barrier();
-    [[unroll]] for (uint s = 16; s > 0; s >>= 1) {
-        if (tid < s) {
-            tmp[tid] += tmp[tid + s];
-       }
-        barrier();
-    }
-    if (tid == 0) {
-        data_d[d_offset + row] = D_TYPE(tmp[0]);
-    }
-}
-"""
-
-mul_mat_p021_src = """#version 450
-
-#extension GL_EXT_control_flow_attributes : enable
-#extension GL_EXT_shader_16bit_storage : require
-
-#define BLOCK_SIZE 32
-#define FLOAT_TYPE float
-
-layout(local_size_x = BLOCK_SIZE, local_size_y = 1, local_size_z = 1) in;
-
-layout (binding = 0) readonly buffer A {A_TYPE data_a[];};
-layout (binding = 1) readonly buffer B {B_TYPE data_b[];};
-layout (binding = 2) writeonly buffer D {D_TYPE dst[];};
-
-layout (push_constant) uniform parameter
-{
-    uint ncols_x;
-    uint nrows_x;
-    uint nchannels_x;
-    uint nchannels_y;
-    uint b_offset;
-    uint d_offset;
-} p;
-
-shared FLOAT_TYPE tmp[BLOCK_SIZE];
-
-void main() {
-    const uint tid = gl_LocalInvocationID.x;
-    const uint row_x = gl_GlobalInvocationID.y;
-    const uint channel = gl_GlobalInvocationID.z;
-    const uint channel_x = channel / (p.nchannels_y / p.nchannels_x);
-
-    const uint nrows_y = p.ncols_x;
-    const uint nrows_dst = p.nrows_x;
-    const uint row_dst = row_x;
-
-    tmp[tid] = FLOAT_TYPE(0.0f);
-
-    for (uint col_x0 = 0; col_x0 < p.ncols_x; col_x0 += BLOCK_SIZE) {
-        const uint col_x = col_x0 + tid;
-
-        if (col_x >= p.ncols_x) {
-            break;
-        }
-
-        // x is transposed and permuted
-        const uint ix = row_x*p.nchannels_x*p.ncols_x + channel_x*p.ncols_x + col_x;
-        const FLOAT_TYPE xi = FLOAT_TYPE(data_a[ix]);
-
-        const uint row_y = col_x;
-
-        // y is not transposed but permuted
-        const uint iy = channel*nrows_y + row_y;
-
-        tmp[tid] += xi * FLOAT_TYPE(data_b[iy]);
-    }
-
-    // dst is not transposed and not permuted
-    const uint idst = channel*nrows_dst + row_dst;
-
-    // sum up partial sums and write back result
-    barrier();
-    [[unroll]] for (int s = BLOCK_SIZE / 2; s > 0; s >>= 1) {
-        if (tid < s) {
-            tmp[tid] += tmp[tid + s];
-        }
-        barrier();
-    }
-
-    if (tid == 0) {
-        dst[idst] = tmp[0];
-    }
-}
-"""
-
-
-mul_mat_nc_src = """#version 450
-
-#extension GL_EXT_control_flow_attributes : enable
-#extension GL_EXT_shader_16bit_storage : require
-
-#define BLOCK_SIZE 32
-#define FLOAT_TYPE float
-
-layout(local_size_x = BLOCK_SIZE, local_size_y = 1, local_size_z = 1) in;
-
-layout (binding = 0) readonly buffer A {A_TYPE data_a[];};
-layout (binding = 1) readonly buffer B {B_TYPE data_b[];};
-layout (binding = 2) writeonly buffer D {D_TYPE dst[];};
-
-layout (push_constant) uniform parameter
-{
-    uint ncols_x;
-    uint nrows_x;
-    uint row_stride_x;
-    uint channel_stride_x;
-    uint channel_x_divisor;
-    uint b_offset;
-    uint d_offset;
-} p;
-
-shared FLOAT_TYPE tmp[BLOCK_SIZE];
-
-void main() {
-    const uint tid       = gl_LocalInvocationID.x;
-    const uint row_x     = gl_GlobalInvocationID.y;
-    const uint channel   = gl_GlobalInvocationID.z;
-    const uint channel_x = channel / p.channel_x_divisor;
-
-    const uint nrows_y   = p.ncols_x;
-    const uint nrows_dst = p.nrows_x;
-    const uint row_dst   = row_x;
-
-    const uint idst = channel*nrows_dst + row_dst;
-
-    tmp[tid] = 0.0f;
-
-    for (uint col_x0 = 0; col_x0 < p.ncols_x; col_x0 += BLOCK_SIZE) {
-        const uint col_x = col_x0 + tid;
-
-        if (col_x >= p.ncols_x) {
-            break;
-        }
-
-        const uint row_y = col_x;
-
-        const uint ix = channel_x*p.channel_stride_x + row_x*p.row_stride_x + col_x;
-        const uint iy = channel*nrows_y + row_y;
-
-        const FLOAT_TYPE xi = FLOAT_TYPE(data_a[ix]);
-
-        tmp[tid] += xi * FLOAT_TYPE(data_b[iy]);
-    }
-
-    // sum up partial sums and write back result
-    barrier();
-    [[unroll]] for (int s = BLOCK_SIZE / 2; s > 0; s >>= 1) {
-        if (tid < s) {
-            tmp[tid] += tmp[tid + s];
-        }
-        barrier();
-    }
-
-    if (tid == 0) {
-        dst[idst] = tmp[0];
-    }
-}
-"""
-
-generic_head = """
-#version 450
-
-#extension GL_EXT_shader_16bit_storage : require
-
-layout (push_constant) uniform parameter
-{
-    uint KX;
-    uint KY;
-    float param1;
-    float param2;
-} p;
-"""
-
-generic_unary_op_head = """#version 450
-
-#extension GL_EXT_shader_16bit_storage : require
-
-layout (push_constant) uniform parameter
-{
-    uint ne;
-    uint ne00; uint ne01; uint ne02; uint ne03; uint nb00; uint nb01; uint nb02; uint nb03;
-    uint ne10; uint ne11; uint ne12; uint ne13; uint nb10; uint nb11; uint nb12; uint nb13;
-    uint d_offset;
-    float param1; float param2;
-} p;"""
-
-generic_unary_op_layout = """
-layout(local_size_x = 512, local_size_y = 1, local_size_z = 1) in;
-
-layout (binding = 0) readonly buffer A {A_TYPE data_a[];};
-layout (binding = 1) writeonly buffer D {D_TYPE data_d[];};"""
-
-generic_unary_op_funcs = """
-uint src0_idx(uint idx) {
-    const uint i03 = idx / (p.ne02*p.ne01*p.ne00);
-    const uint i03_offset = i03 * p.ne02*p.ne01*p.ne00;
-    const uint i02 = (idx - i03_offset) / (p.ne01*p.ne00);
-    const uint i02_offset = i02*p.ne01*p.ne00;
-    const uint i01 = (idx - i03_offset - i02_offset) / p.ne00;
-    const uint i00 = idx - i03_offset - i02_offset - i01*p.ne00;
-    return i03*p.nb03 + i02*p.nb02 + i01*p.nb01 + i00*p.nb00;
-}
-
-uint dst_idx(uint idx) {
-    const uint i13 = idx / (p.ne12*p.ne11*p.ne10);
-    const uint i13_offset = i13 * p.ne12*p.ne11*p.ne10;
-    const uint i12 = (idx - i13_offset) / (p.ne11*p.ne10);
-    const uint i12_offset = i12*p.ne11*p.ne10;
-    const uint i11 = (idx - i13_offset - i12_offset) / p.ne10;
-    const uint i10 = idx - i13_offset - i12_offset - i11*p.ne10;
-    return i13*p.nb13 + i12*p.nb12 + i11*p.nb11 + i10*p.nb10;
-}"""
-
-generic_unary_op_main = """
-void main() {
-    if (gl_GlobalInvocationID.x >= p.ne) {
-        return;
-    }
-"""
-
-generic_unary_op_combined = f"{generic_unary_op_head}\n{generic_unary_op_layout}\n{generic_unary_op_funcs}\n{generic_unary_op_main}"
-
-generic_binary_op_head = """#version 450
-
-#extension GL_EXT_shader_16bit_storage : require
-
-layout (push_constant) uniform parameter
-{
-    uint ne;
-    uint ne00; uint ne01; uint ne02; uint ne03; uint nb00; uint nb01; uint nb02; uint nb03;
-    uint ne10; uint ne11; uint ne12; uint ne13; uint nb10; uint nb11; uint nb12; uint nb13;
-    uint ne20; uint ne21; uint ne22; uint ne23; uint nb20; uint nb21; uint nb22; uint nb23;
-    uint d_offset;
-    float param1; float param2;
-} p;"""
-
-generic_binary_op_layout = """
-layout(local_size_x = 512, local_size_y = 1, local_size_z = 1) in;
-
-layout (binding = 0) readonly buffer A {A_TYPE data_a[];};
-layout (binding = 1) readonly buffer B {B_TYPE data_b[];};
-layout (binding = 2) writeonly buffer D {D_TYPE data_d[];};"""
-
-generic_binary_op_funcs = """
-uint src0_idx(uint idx) {
-    const uint i03 = idx / (p.ne02*p.ne01*p.ne00);
-    const uint i03_offset = i03 * p.ne02*p.ne01*p.ne00;
-    const uint i02 = (idx - i03_offset) / (p.ne01*p.ne00);
-    const uint i02_offset = i02*p.ne01*p.ne00;
-    const uint i01 = (idx - i03_offset - i02_offset) / p.ne00;
-    const uint i00 = idx - i03_offset - i02_offset - i01*p.ne00;
-    return i03*p.nb03 + i02*p.nb02 + i01*p.nb01 + i00*p.nb00;
-}
-
-uint src1_idx(uint idx) {
-    const uint i03 = idx / (p.ne02*p.ne01*p.ne00);
-    const uint i03_offset = i03 * p.ne02*p.ne01*p.ne00;
-    const uint i02 = (idx - i03_offset) / (p.ne01*p.ne00);
-    const uint i02_offset = i02*p.ne01*p.ne00;
-    const uint i01 = (idx - i03_offset - i02_offset) / p.ne00;
-    const uint i00 = idx - i03_offset - i02_offset - i01*p.ne00;
-
-    return (i03 % p.ne13)*p.nb13 + (i02 % p.ne12)*p.nb12 + (i01 % p.ne11)*p.nb11 + (i00 % p.ne10)*p.nb10;
-}
-
-uint dst_idx(uint idx) {
-    const uint i23 = idx / (p.ne22*p.ne21*p.ne20);
-    const uint i23_offset = i23 * p.ne22*p.ne21*p.ne20;
-    const uint i22 = (idx - i23_offset) / (p.ne21*p.ne20);
-    const uint i22_offset = i22*p.ne21*p.ne20;
-    const uint i21 = (idx - i23_offset - i22_offset) / p.ne20;
-    const uint i20 = idx - i23_offset - i22_offset - i21*p.ne20;
-    return i23*p.nb23 + i22*p.nb22 + i21*p.nb21 + i20*p.nb20;
-}"""
-
-generic_binary_op_main = """
-void main() {
-    if (gl_GlobalInvocationID.x >= p.ne) {
-        return;
-    }
-"""
-
-generic_binary_op_combined = f"{generic_binary_op_head}\n{generic_binary_op_layout}\n{generic_binary_op_funcs}\n{generic_binary_op_main}"
-
-# MUL
-mul_body = """
-    data_d[p.d_offset + dst_idx(gl_GlobalInvocationID.x)] = D_TYPE(FLOAT_TYPE(data_a[src0_idx(gl_GlobalInvocationID.x)]) * FLOAT_TYPE(data_b[src1_idx(gl_GlobalInvocationID.x)]));
-}
-"""
-
-# DIV
-div_body = """
-    data_d[p.d_offset + dst_idx(gl_GlobalInvocationID.x)] = D_TYPE(FLOAT_TYPE(data_a[src0_idx(gl_GlobalInvocationID.x)]) / FLOAT_TYPE(data_b[src1_idx(gl_GlobalInvocationID.x)]));
-}
-"""
-
-# ADD
-add_body = """
-    data_d[p.d_offset + dst_idx(gl_GlobalInvocationID.x)] = D_TYPE(FLOAT_TYPE(data_a[src0_idx(gl_GlobalInvocationID.x)]) + FLOAT_TYPE(data_b[src1_idx(gl_GlobalInvocationID.x)]));
-}
-"""
-
-# SCALE
-scale_body = """
-    data_d[p.d_offset + dst_idx(gl_GlobalInvocationID.x)] = D_TYPE(FLOAT_TYPE(data_a[src0_idx(gl_GlobalInvocationID.x)]) * FLOAT_TYPE(p.param1));
-}
-"""
-
-# SQR
-sqr_body = """
-    const FLOAT_TYPE val = FLOAT_TYPE(data_a[src0_idx(gl_GlobalInvocationID.x)]);
-    data_d[p.d_offset + dst_idx(gl_GlobalInvocationID.x)] = D_TYPE(val * val);
-}
-"""
-
-# CLAMP
-clamp_body = """
-    const FLOAT_TYPE val = FLOAT_TYPE(data_a[src0_idx(gl_GlobalInvocationID.x)]);
-    data_d[p.d_offset + dst_idx(gl_GlobalInvocationID.x)] = D_TYPE(val < p.param1 ? p.param1 : (val > p.param2 ? p.param2 : val));
-}
-"""
-
-# CPY
-cpy_end = """
-    data_d[p.d_offset + dst_idx(gl_GlobalInvocationID.x)] = D_TYPE(data_a[src0_idx(gl_GlobalInvocationID.x)]);
-}
-"""
-# Causes an optimization error otherwise
-cpy_f16_f16_end = """
-    data_d[p.d_offset + dst_idx(gl_GlobalInvocationID.x)] = data_a[src0_idx(gl_GlobalInvocationID.x)];
-}
-"""
-
-# GET_ROWS
-get_rows_float_body = """
-void main() {
-    const uint i00 = gl_GlobalInvocationID.x;
-    const uint i10 = gl_GlobalInvocationID.y;
-    const uint i11 = (gl_GlobalInvocationID.z)/p.ne12;
-    const uint i12 = (gl_GlobalInvocationID.z)%p.ne12;
-
-    if (i00 >= p.ne00) {
-        return;
-    }
-
-    const uint i01 = data_b[i10*p.nb10 + i11*p.nb11 + i12*p.nb12];
-
-    const uint a_offset = i01*p.nb01 + i11*p.nb02 + i12*p.nb03;
-    const uint d_offset = i10*p.nb21 + i11*p.nb22 + i12*p.nb23;
-
-#ifndef OPTIMIZATION_ERROR_WORKAROUND
-    data_d[d_offset + i00] = D_TYPE(data_a[a_offset + i00]);
-#else
-    data_d[d_offset + i00] = data_a[a_offset + i00];
-#endif
-}
-"""
-
-get_rows_body = """
-void main() {
-    const uint i00 = (gl_GlobalInvocationID.x)*2;
-    const uint i10 = gl_GlobalInvocationID.y;
-    const uint i11 = (gl_GlobalInvocationID.z)/p.ne12;
-    const uint i12 = (gl_GlobalInvocationID.z)%p.ne12;
-
-    if (i00 >= p.ne00) {
-        return;
-    }
-
-    const uint i01 = data_b[i10*p.nb10 + i11*p.nb11 + i12*p.nb12];
-
-    const uint a_offset = i01*p.nb01 + i11*p.nb02 + i12*p.nb03;
-    const uint d_offset = i10*p.nb21 + i11*p.nb22 + i12*p.nb23;
-
-    const uint ib = a_offset + i00/QUANT_K; // block index
-    const uint iqs = (i00%QUANT_K)/QUANT_R; // quant index
-    const uint iybs = i00 - i00%QUANT_K; // dst block start index
-    const uint y_offset = QUANT_R == 1 ? 1 : QUANT_K/2;
-
-    vec2 v = dequantize(ib, iqs, 0);
-
-    data_d[d_offset + iybs + iqs           ] = D_TYPE(v.x);
-    data_d[d_offset + iybs + iqs + y_offset] = D_TYPE(v.y);
-}
-"""
-
-# UNARY
-gelu_body = """
-#extension GL_EXT_control_flow_attributes : enable
-
-layout(local_size_x = 512, local_size_y = 1, local_size_z = 1) in;
-
-layout (binding = 0) readonly buffer X {A_TYPE data_a[];};
-layout (binding = 1) writeonly buffer D {D_TYPE data_d[];};
-
-void main() {
-    const float GELU_COEF_A    = 0.044715f;
-    const float SQRT_2_OVER_PI = 0.79788456080286535587989211986876f;
-    const uint i = gl_GlobalInvocationID.x;
-
-    if (i >= p.KX) {
-        return;
-    }
-
-    const float xi = float(data_a[i]);
-    const float val = SQRT_2_OVER_PI*xi*(1.0f + GELU_COEF_A*xi*xi);
-    data_d[i] = D_TYPE(0.5f*xi*(2.0f - 2.0f / (exp(2 * val) + 1)));
-}
-"""
-
-silu_body = """
-#extension GL_EXT_control_flow_attributes : enable
-
-layout(local_size_x = 512, local_size_y = 1, local_size_z = 1) in;
-
-layout (binding = 0) readonly buffer X {A_TYPE data_a[];};
-layout (binding = 1) writeonly buffer D {D_TYPE data_d[];};
-
-void main() {
-    const uint i = gl_GlobalInvocationID.x;
-
-    if (i >= p.KX) {
-        return;
-    }
-
-    const float xi = float(data_a[i]);
-    data_d[i] = D_TYPE(xi / (1.0f + exp(-xi)));
-}
-"""
-
-relu_body = """
-#extension GL_EXT_control_flow_attributes : enable
-
-layout(local_size_x = 512, local_size_y = 1, local_size_z = 1) in;
-
-layout (binding = 0) readonly buffer X {A_TYPE data_a[];};
-layout (binding = 1) writeonly buffer D {D_TYPE data_d[];};
-
-void main() {
-    const uint i = gl_GlobalInvocationID.x;
-
-    if (i >= p.KX) {
-        return;
-    }
-
-    data_d[i] = max(float(data_a[i]), 0);
-}
-"""
-
-# DIAG_MASK_INF
-diag_mask_inf_head = """#version 450
-
-#extension GL_EXT_shader_16bit_storage : require
-
-layout (push_constant) uniform parameter
-{
-    uint ncols;
-    uint rows_per_channel;
-    uint n_past;
-} p;
-"""
-diag_mask_inf_body = """
-#extension GL_EXT_control_flow_attributes : enable
-
-layout(local_size_x = 512, local_size_y = 1, local_size_z = 1) in;
-
-layout (binding = 0) readonly buffer X {A_TYPE data_a[];};
-layout (binding = 1) writeonly buffer D {D_TYPE data_d[];};
-
-void main() {
-    const uint col = gl_GlobalInvocationID.y;
-    const uint row = gl_GlobalInvocationID.x;
-
-    if (col >= p.ncols) {
-        return;
-    }
-
-    const uint i = row*p.ncols + col;
-    if (col > p.n_past + row % p.rows_per_channel) {
-        data_d[i] = D_TYPE(uintBitsToFloat(0xFF800000));
-    } else {
-        data_d[i] = D_TYPE(data_a[i]);
-    }
-}
-"""
-
-# NORMS
-norm_body = """
-#extension GL_EXT_control_flow_attributes : enable
-#define BLOCK_SIZE 512
-
-layout(local_size_x = BLOCK_SIZE, local_size_y = 1, local_size_z = 1) in;
-
-layout (binding = 0) readonly buffer X {A_TYPE data_a[];};
-layout (binding = 1) writeonly buffer D {D_TYPE data_d[];};
-
-shared vec2 sum[BLOCK_SIZE];
-
-void main() {
-    const uint row = gl_WorkGroupID.x;
-    const uint tid = gl_LocalInvocationID.x;
-
-    sum[tid] = vec2(0.0f, 0.0f);
-
-    [[unroll]] for (uint col = tid; col < p.KX; col += BLOCK_SIZE) {
-        const float xi = float(data_a[row*p.KX + col]);
-        sum[tid].x += xi;
-        sum[tid].y += xi * xi;
-    }
-
-    // sum up partial sums and write back result
-    barrier();
-    [[unroll]] for (int s = BLOCK_SIZE / 2; s > 0; s >>= 1) {
-        if (tid < s) {
-            sum[tid] += sum[tid + s];
-        }
-        barrier();
-    }
-
-    const float mean = sum[0].x / p.KX;
-    const float var = sum[0].y / p.KX - mean * mean;
-    const float inv_std = inversesqrt(var + p.param1);
-
-    [[unroll]] for (uint col = tid; col < p.KX; col += BLOCK_SIZE) {
-        data_d[row*p.KX + col] = D_TYPE((float(data_a[row*p.KX + col]) - mean) * inv_std);
-    }
-}
-"""
-
-rms_norm_body = """
-#extension GL_EXT_control_flow_attributes : enable
-#define BLOCK_SIZE 512
-
-layout(local_size_x = BLOCK_SIZE, local_size_y = 1, local_size_z = 1) in;
-
-layout (binding = 0) readonly buffer X {A_TYPE data_a[];};
-layout (binding = 1) writeonly buffer D {D_TYPE data_d[];};
-
-shared FLOAT_TYPE sum[BLOCK_SIZE];
-
-void main() {
-    const uint row = gl_WorkGroupID.x;
-    const uint tid = gl_LocalInvocationID.x;
-
-    sum[tid] = FLOAT_TYPE(0.0f); // partial sum for thread in warp
-
-    [[unroll]] for (uint col = tid; col < p.KX; col += BLOCK_SIZE) {
-        const FLOAT_TYPE xi = FLOAT_TYPE(data_a[row*p.KX + col]);
-        sum[tid] += xi * xi;
-    }
-
-    // sum up partial sums and write back result
-    barrier();
-    [[unroll]] for (int s = BLOCK_SIZE / 2; s > 0; s >>= 1) {
-        if (tid < s) {
-            sum[tid] += sum[tid + s];
-        }
-        barrier();
-    }
-
-    const FLOAT_TYPE mean = sum[0] / FLOAT_TYPE(p.KX);
-    const FLOAT_TYPE scale = inversesqrt(mean + FLOAT_TYPE(p.param1));
-
-    [[unroll]] for (uint col = tid; col < p.KX; col += BLOCK_SIZE) {
-        data_d[row*p.KX + col] = D_TYPE(scale * FLOAT_TYPE(data_a[row*p.KX + col]));
-    }
-}
-"""
-
-# SOFT_MAX
-soft_max_head = """
-#version 450
-
-#extension GL_EXT_shader_16bit_storage : require
-
-layout (push_constant) uniform parameter
-{
-    uint KX;
-    uint KY;
-    float scale;
-    float max_bias;
-    float m0;
-    float m1;
-    uint n_head_log2;
-} p;
-"""
-
-soft_max_body = """
-#extension GL_EXT_control_flow_attributes : enable
-#define BLOCK_SIZE 512
-
-layout(local_size_x = BLOCK_SIZE, local_size_y = 1, local_size_z = 1) in;
-
-layout (binding = 0) readonly buffer X {A_TYPE data_a[];};
-layout (binding = 1) readonly buffer Y {B_TYPE data_b[];};
-layout (binding = 2) buffer D {D_TYPE data_d[];};
-
-shared FLOAT_TYPE vals[BLOCK_SIZE];
-
-void main() {
-    const uint tid = gl_LocalInvocationID.x;
-    const uint rowx = gl_WorkGroupID.x;
-    const uint rowy = rowx % p.KY;
-
-    float slope = 1.0f;
-
-    // ALiBi
-    if (p.max_bias > 0.0f) {
-        const uint h = rowx/p.KY; // head index
-
-        const float base = h < p.n_head_log2 ? p.m0 : p.m1;
-        const uint   exp  = h < p.n_head_log2 ? h + 1 : 2*(h - p.n_head_log2) + 1;
-
-        slope = pow(base, exp);
-    }
-
-    // Find max
-    FLOAT_TYPE max_val = uintBitsToFloat(0xFF800000);
-
-    [[unroll]] for (uint col0 = 0; col0 < p.KX; col0 += BLOCK_SIZE) {
-        const uint col = col0 + tid;
-
-        if (col >= p.KX) {
-            break;
-        }
-
-        max_val = max(max_val, FLOAT_TYPE(data_a[rowx * p.KX + col]) * p.scale + (p.KY > 0 ? slope * FLOAT_TYPE(data_b[rowy * p.KX + col]) : FLOAT_TYPE(0.0f)));
-    }
-    vals[tid] = max_val;
-
-    barrier();
-    [[unroll]] for (int s = BLOCK_SIZE / 2; s > 0; s >>= 1) {
-        if (tid < s) {
-            vals[tid] = max(vals[tid], vals[tid + s]);
-        }
-        barrier();
-    }
-
-    max_val = vals[0];
-    barrier();
-
-    // Sum up values
-    vals[tid] = FLOAT_TYPE(0.0f);
-
-    [[unroll]] for (uint col0 = 0; col0 < p.KX; col0 += BLOCK_SIZE) {
-        const uint col = col0 + tid;
-
-        if (col >= p.KX) {
-            break;
-        }
-
-        const uint i = rowx * p.KX + col;
-        const FLOAT_TYPE val = exp(FLOAT_TYPE(data_a[i]) * p.scale + (p.KY > 0 ? slope * FLOAT_TYPE(data_b[rowy * p.KX + col]) : FLOAT_TYPE(0.0f)) - max_val);
-        vals[tid] += val;
-        data_d[i] = D_TYPE(val);
-    }
-
-    barrier();
-    [[unroll]] for (int s = BLOCK_SIZE / 2; s > 0; s >>= 1) {
-        if (tid < s) {
-            vals[tid] += vals[tid + s];
-        }
-        barrier();
-    }
-
-    const D_TYPE divisor = D_TYPE(vals[0]);
-
-    [[unroll]] for (uint col0 = 0; col0 < p.KX; col0 += BLOCK_SIZE) {
-        const uint col = col0 + tid;
-
-        if (col >= p.KX) {
-            break;
-        }
-
-        data_d[rowx*p.KX + col] /= divisor;
-    }
-}
-"""
-
-# ROPE
-rope_norm_src = """
-#version 450
-
-#extension GL_EXT_shader_16bit_storage : require
-
-layout(local_size_x = 1, local_size_y = 256, local_size_z = 1) in;
-
-layout (binding = 0) readonly buffer X {A_TYPE data_a[];};
-layout (binding = 1) readonly buffer Y {int data_pos[];};
-layout (binding = 2) readonly buffer Z {float data_ff[];};
-layout (binding = 3) writeonly buffer D {D_TYPE data_d[];};
-
-layout (push_constant) uniform parameter {
-    uint ncols;
-    uint n_dims;
-    float freq_scale;
-    uint p_delta_rows;
-    float freq_base;
-    float ext_factor;
-    float attn_factor;
-    float corr_dims[2];
-    float theta_scale;
-    uint has_ff;
-} p;
-
-float rope_yarn_ramp(const float low, const float high, const uint i0) {
-    const float y = (i0 / 2 - low) / max(0.001f, high - low);
-    return 1.0f - min(1.0f, max(0.0f, y));
-}
-
-void rope_yarn(const float theta_extrap, const uint i0, out float cos_theta, out float sin_theta) {
-    float mscale = p.attn_factor;
-    // Get n-d rotational scaling corrected for extrapolation
-    float theta_interp = p.freq_scale * theta_extrap;
-    float theta = theta_interp;
-    if (p.ext_factor != 0.0f) {
-        float ramp_mix = rope_yarn_ramp(p.corr_dims[0], p.corr_dims[1], i0) * p.ext_factor;
-        theta = theta_interp * (1 - ramp_mix) + theta_extrap * ramp_mix;
-
-        // Get n-d magnitude scaling corrected for interpolation
-        mscale *= 1.0f + 0.1f * log(1.0f / p.freq_scale);
-    }
-    cos_theta = cos(theta) * mscale;
-    sin_theta = sin(theta) * mscale;
-}
-
-void main() {
-    const uint col = gl_GlobalInvocationID.y * 2;
-    const uint row = gl_GlobalInvocationID.x;
-
-    if (col >= p.ncols) {
-        return;
-    }
-
-    if (col >= p.n_dims) {
-        const uint i = row*p.ncols + col;
-
-        data_d[i + 0] = data_a[i + 0];
-        data_d[i + 1] = data_a[i + 1];
-
-        return;
-    }
-
-    const uint i = row*p.ncols + col;
-    const uint i2 = row/p.p_delta_rows;
-
-    const float theta_base = data_pos[i2] * pow(p.theta_scale, col/2.0f);
-
-    const float freq_factor = p.has_ff != 0 ? data_ff[col/2] : 1.0f;
-
-    float cos_theta, sin_theta;
-    rope_yarn(theta_base / freq_factor, col, cos_theta, sin_theta);
-
-    const float x0 = float(data_a[i + 0]);
-    const float x1 = float(data_a[i + 1]);
-
-    data_d[i + 0] = D_TYPE(x0*cos_theta - x1*sin_theta);
-    data_d[i + 1] = D_TYPE(x0*sin_theta + x1*cos_theta);
-}
-"""
-
-rope_neox_src = """
-#version 450
-
-#extension GL_EXT_shader_16bit_storage : require
-
-layout(local_size_x = 1, local_size_y = 256, local_size_z = 1) in;
-
-layout (binding = 0) readonly buffer X {A_TYPE data_a[];};
-layout (binding = 1) readonly buffer Y {int data_pos[];};
-layout (binding = 2) readonly buffer Z {float data_ff[];};
-layout (binding = 3) writeonly buffer D {D_TYPE data_d[];};
-
-layout (push_constant) uniform parameter {
-    uint ncols;
-    uint n_dims;
-    float freq_scale;
-    uint p_delta_rows;
-    float freq_base;
-    float ext_factor;
-    float attn_factor;
-    float corr_dims[2];
-    float theta_scale;
-    uint has_ff;
-} p;
-
-float rope_yarn_ramp(const float low, const float high, const uint i0) {
-    const float y = (i0 / 2 - low) / max(0.001f, high - low);
-    return 1.0f - min(1.0f, max(0.0f, y));
-}
-
-void rope_yarn(const float theta_extrap, const uint i0, out float cos_theta, out float sin_theta) {
-    float mscale = p.attn_factor;
-    // Get n-d rotational scaling corrected for extrapolation
-    float theta_interp = p.freq_scale * theta_extrap;
-    float theta = theta_interp;
-    if (p.ext_factor != 0.0f) {
-        float ramp_mix = rope_yarn_ramp(p.corr_dims[0], p.corr_dims[1], i0) * p.ext_factor;
-        theta = theta_interp * (1 - ramp_mix) + theta_extrap * ramp_mix;
-
-        // Get n-d magnitude scaling corrected for interpolation
-        mscale *= 1.0f + 0.1f * log(1.0f / p.freq_scale);
-    }
-    cos_theta = cos(theta) * mscale;
-    sin_theta = sin(theta) * mscale;
-}
-
-void main() {
-    const uint col = gl_GlobalInvocationID.y * 2;
-    const uint row = gl_GlobalInvocationID.x;
-
-    if (col >= p.ncols) {
-        return;
-    }
-
-    if (col >= p.n_dims) {
-        const uint i = row*p.ncols + col;
-
-        data_d[i + 0] = data_a[i + 0];
-        data_d[i + 1] = data_a[i + 1];
-
-        return;
-    }
-
-    const uint i  = row*p.ncols + col/2;
-    const uint i2 = row/p.p_delta_rows;
-
-    const float theta_base = data_pos[i2] * pow(p.theta_scale, col/2.0f);
-
-    const float freq_factor = p.has_ff != 0 ? data_ff[col/2] : 1.0f;
-
-    float cos_theta, sin_theta;
-    rope_yarn(theta_base / freq_factor, col, cos_theta, sin_theta);
-
-    const float x0 = float(data_a[i + 0]);
-    const float x1 = float(data_a[i + p.n_dims/2]);
-
-    data_d[i + 0]        = D_TYPE(x0*cos_theta - x1*sin_theta);
-    data_d[i + p.n_dims/2] = D_TYPE(x0*sin_theta + x1*cos_theta);
-}
-"""
-
-argsort_src = """
-#version 450
-
-#define BLOCK_SIZE 1024
-#define ASC 0
-
-layout(local_size_x = BLOCK_SIZE, local_size_y = 1, local_size_z = 1) in;
-
-layout (binding = 0) readonly buffer A {A_TYPE data_a[];};
-layout (binding = 1)          buffer D {int data_d[];};
-
-layout (push_constant) uniform parameter {
-    uint ncols;
-    uint ncols_pad;
-    uint order;
-} p;
-
-shared int dst_row[BLOCK_SIZE];
-
-void swap(uint idx0, uint idx1) {
-    int tmp = dst_row[idx0];
-    dst_row[idx0] = dst_row[idx1];
-    dst_row[idx1] = tmp;
-}
-
-void main() {
-    // bitonic sort
-    const int col = int(gl_LocalInvocationID.x);
-    const uint row = gl_WorkGroupID.y;
-
-    if (col >= p.ncols_pad) {
-        return;
-    }
-
-    const uint row_offset = row * p.ncols;
-
-    // initialize indices
-    dst_row[col] = col;
-    barrier();
-
-    for (uint k = 2; k <= p.ncols_pad; k *= 2) {
-        for (uint j = k / 2; j > 0; j /= 2) {
-            const uint ixj = col ^ j;
-            if (ixj > col) {
-                if ((col & k) == 0) {
-                    if (dst_row[col] >= p.ncols ||
-                        (dst_row[ixj] < p.ncols && (p.order == ASC ?
-                            data_a[row_offset + dst_row[col]] > data_a[row_offset + dst_row[ixj]] :
-                            data_a[row_offset + dst_row[col]] < data_a[row_offset + dst_row[ixj]]))
-                    ) {
-                        swap(col, ixj);
-                    }
-                } else {
-                    if (dst_row[ixj] >= p.ncols ||
-                        (dst_row[col] < p.ncols && (p.order == ASC ?
-                            data_a[row_offset + dst_row[col]] < data_a[row_offset + dst_row[ixj]] :
-                            data_a[row_offset + dst_row[col]] > data_a[row_offset + dst_row[ixj]]))
-                    ) {
-                        swap(col, ixj);
-                    }
-                }
-            }
-            barrier();
-        }
-    }
-
-    if (col < p.ncols) {
-        data_d[row_offset + col] = dst_row[col];
-    }
-}
-"""
-
-sum_rows_src = """
-#extension GL_EXT_control_flow_attributes : enable
-layout(local_size_x_id = 0, local_size_y = 1, local_size_z = 1) in;
-
-layout (binding = 0) readonly buffer A {A_TYPE data_a[];};
-layout (binding = 1) writeonly buffer D {D_TYPE data_d[];};
-
-layout (constant_id = 0) const uint BLOCK_SIZE = 32;
-
-shared FLOAT_TYPE tmp[BLOCK_SIZE];
-
-void main() {
-    const uint row = gl_WorkGroupID.x;
-    const uint col = gl_LocalInvocationID.x;
-
-    tmp[col] = FLOAT_TYPE(0.0f);
-
-    for (uint i = col; i < p.KX; i += BLOCK_SIZE) {
-        tmp[col] += FLOAT_TYPE(data_a[row*p.KX + i]);
-    }
-
-    barrier();
-    [[unroll]] for (int s = int(BLOCK_SIZE) / 2; s > 0; s >>= 1) {
-        if (col < s) {
-            tmp[col] += tmp[col + s];
-        }
-        barrier();
-    }
-
-    if (col == 0) {
-        data_d[row] = D_TYPE(tmp[0]);
-    }
-}
-"""
-
 GLSLC = "glslc"
 
-VK_NUM_TYPES = 16
-
-GGML_TYPE_F32  = 0
-GGML_TYPE_F16  = 1
-GGML_TYPE_Q4_0 = 2
-GGML_TYPE_Q4_1 = 3
-GGML_TYPE_Q5_0 = 6
-GGML_TYPE_Q5_1 = 7
-GGML_TYPE_Q8_0 = 8
-GGML_TYPE_Q8_1 = 9
-GGML_TYPE_Q2_K = 10
-GGML_TYPE_Q3_K = 11
-GGML_TYPE_Q4_K = 12
-GGML_TYPE_Q5_K = 13
-GGML_TYPE_Q6_K = 14
-GGML_TYPE_Q8_K = 15
-
-
-type_names = {
-    GGML_TYPE_F32: "f32",
-    GGML_TYPE_F16: "f16",
-    GGML_TYPE_Q4_0: "q4_0",
-    GGML_TYPE_Q4_1: "q4_1",
-    GGML_TYPE_Q5_0: "q5_0",
-    GGML_TYPE_Q5_1: "q5_1",
-    GGML_TYPE_Q8_0: "q8_0",
-    GGML_TYPE_Q8_1: "q8_1",
-    GGML_TYPE_Q2_K: "q2_K",
-    GGML_TYPE_Q3_K: "q3_K",
-    GGML_TYPE_Q4_K: "q4_K",
-    GGML_TYPE_Q5_K: "q5_K",
-    GGML_TYPE_Q6_K: "q6_K",
-    GGML_TYPE_Q8_K: "q8_K",
-}
-
-K_QUANTS_PER_ITERATION = 2
+type_names = [
+    "f32",
+    "f16",
+    "q4_0",
+    "q4_1",
+    "q5_0",
+    "q5_1",
+    "q8_0",
+    "q2_k",
+    "q3_k",
+    "q4_k",
+    "q5_k",
+    "q6_k",
+]
 
 ASYNCIO_CONCURRENCY = 64
 
+input_dir = "vulkan-shaders"
 output_dir = gettempdir()
 
 lock = asyncio.Lock()
 shader_fnames = []
 
 
-async def string_to_spv(name, code, defines, fp16=True):
-    f = NamedTemporaryFile(mode="w", delete=False)
-    f.write(code)
-    f.flush()
-
+async def string_to_spv(name, in_fname, defines, fp16=True):
     name = f"{name}{'_fp32' if not fp16 else ''}"
-    fname = os.path.join(output_dir, f"{name}.comp")
+    out_fname = os.path.join(output_dir, f"{name}.spv")
 
-    cmd = [GLSLC, "-fshader-stage=compute", "--target-env=vulkan1.2", "-O", f.name, "-o", fname]
+    in_path = os.path.join(input_dir, in_fname)
+
+    cmd = [GLSLC, "-fshader-stage=compute", "--target-env=vulkan1.2", "-O", in_path, "-o", out_fname]
 
     cmd.extend([f"-D{key}={value}" for key, value in defines.items()])
 
@@ -2736,33 +52,46 @@ async def string_to_spv(name, code, defines, fp16=True):
     error = stderr.decode()
 
     if proc.returncode:
-        # Generate preprocessed code
-        cmd = [GLSLC, "-E", f.name]
-        cmd.extend([f"-D{key}={value}" for key, value in defines.items()])
+        cmd = " ".join(cmd)
+        logger.error(f"cannot compile {name}\n\n{cmd}\n\n{error}")
+        return
+
+    async with lock:
+        shader_fnames.append((name, out_fname))
 
-        proc = await asyncio.create_subprocess_exec(*cmd, stdout=asyncio.subprocess.PIPE, stderr=asyncio.subprocess.PIPE)
 
-        stdout, stderr = await proc.communicate()
+def matmul_shaders(tasks, fp16, matmul_id):
+    if fp16:
+        load_vec = "8"
+        aligned_b_type_f32 = "mat2x4"
+        aligned_b_type_f16 = "f16mat2x4"
+    else:
+        load_vec = "4"
+        aligned_b_type_f32 = "vec4"
+        aligned_b_type_f16 = "f16vec4"
 
-        logger.info(" ".join(cmd))
+    base_dict = {"FLOAT_TYPE": "float" if not fp16 else "float16_t"}
+    shader_name = "matmul"
 
-        if proc.returncode:
-            raise RuntimeError(f"{name=} {f.name=} {stdout=} {stderr=}")
+    if matmul_id:
+        base_dict["MUL_MAT_ID"] = "1"
+        shader_name = "matmul_id"
 
-        preprocessed_code = stdout.decode()
+    if fp16:
+        base_dict["FLOAT16"] = "1"
 
-        cmd.extend([f"-D{key}={value}" for key, value in defines.items()])
-        code_with_lines = "\n".join([f"{i + 1}: {line}" for i, line in enumerate(preprocessed_code.splitlines())])
-        logger.error(f"cannot compile {name}\n\n{code_with_lines}\n\n{error}")
-        f.close()
-        os.remove(f.name)
-        sys.exit(proc.returncode)
+    # Shaders with f16 B_TYPE
+    tasks.append(string_to_spv(f"{shader_name}_f32_f16", "mul_mm.comp", base_dict | {"DATA_A_F32": "1", "B_TYPE": "float16_t", "D_TYPE": "float"}, fp16))
+    tasks.append(string_to_spv(f"{shader_name}_f32_f16_aligned", "mul_mm.comp", base_dict | {"DATA_A_F32": "1", "LOAD_VEC_A": load_vec, "LOAD_VEC_B": load_vec, "B_TYPE": aligned_b_type_f16, "D_TYPE": "float"}, fp16))
 
-    f.close()
-    os.remove(f.name)
+    tasks.append(string_to_spv(f"{shader_name}_f16", "mul_mm.comp", base_dict | {"DATA_A_F16": "1", "B_TYPE": "float16_t", "D_TYPE": "float"}, fp16))
+    tasks.append(string_to_spv(f"{shader_name}_f16_aligned", "mul_mm.comp", base_dict | {"DATA_A_F16": "1", "LOAD_VEC_A": load_vec, "LOAD_VEC_B": load_vec, "B_TYPE": aligned_b_type_f16, "D_TYPE": "float"}, fp16))
 
-    async with lock:
-        shader_fnames.append((name, fname))
+    for tname in type_names:
+        data_a_key = f"DATA_A_{tname.upper()}"
+        load_vec_a = load_vec if tname in ("f32", "f16") else "2"
+        tasks.append(string_to_spv(f"{shader_name}_{tname}_f32", "mul_mm.comp", base_dict | {data_a_key: "1", "B_TYPE": "float", "D_TYPE": "float"}, fp16))
+        tasks.append(string_to_spv(f"{shader_name}_{tname}_f32_aligned", "mul_mm.comp", base_dict | {data_a_key: "2", "LOAD_VEC_A": load_vec_a, "LOAD_VEC_B": load_vec, "B_TYPE": aligned_b_type_f32, "D_TYPE": "float"}, fp16))
 
 
 async def main():
@@ -2770,292 +99,81 @@ async def main():
 
     tasks = []
 
-    stream = []
-
     for fp16 in (False, True):
-        # mulmat
-        if fp16:
-            shader_float_type = shader_f16
-            load_vec = "8"
-            vec_type_f16 = "f16mat2x4"
-            vec_type = "mat2x4"
-        else:
-            shader_float_type = shader_f32
-            load_vec = "4"
-            vec_type_f16 = "f16vec4"
-            vec_type = "vec4"
-
-        stream.clear()
-        stream.extend((mulmat_head, shader_float_type, mulmat_body1, mulmat_load_scalar, mulmat_body2))
-        tasks.append(string_to_spv("matmul_f32", "".join(stream), {"A_TYPE": "float", "B_TYPE": "float", "D_TYPE": "float"}, fp16))
-        tasks.append(string_to_spv("matmul_f32_aligned", "".join(stream), {"LOAD_VEC_A": load_vec, "LOAD_VEC_B": load_vec, "A_TYPE": vec_type, "B_TYPE": vec_type, "D_TYPE": "float"}, fp16))
-
-        tasks.append(string_to_spv("matmul_f32_f16", "".join(stream), {"A_TYPE": "float", "B_TYPE": "float16_t", "D_TYPE": "float"}, fp16))
-        tasks.append(string_to_spv("matmul_f32_f16_aligned", "".join(stream), {"LOAD_VEC_A": load_vec, "LOAD_VEC_B": load_vec, "A_TYPE": vec_type, "B_TYPE": vec_type_f16, "D_TYPE": "float"}, fp16))
-
-        tasks.append(string_to_spv("matmul_f16", "".join(stream), {"A_TYPE": "float16_t", "B_TYPE": "float16_t", "D_TYPE": "float"}, fp16))
-        tasks.append(string_to_spv("matmul_f16_aligned", "".join(stream), {"LOAD_VEC_A": load_vec, "LOAD_VEC_B": load_vec, "A_TYPE": vec_type_f16, "B_TYPE": vec_type_f16, "D_TYPE": "float"}, fp16))
-
-        tasks.append(string_to_spv("matmul_f16_f32", "".join(stream), {"A_TYPE": "float16_t", "B_TYPE": "float", "D_TYPE": "float"}, fp16))
-        tasks.append(string_to_spv("matmul_f16_f32_aligned", "".join(stream), {"LOAD_VEC_A": load_vec, "LOAD_VEC_B": load_vec, "A_TYPE": vec_type_f16, "B_TYPE": vec_type, "D_TYPE": "float"}, fp16))
-
-        stream.clear()
-        stream.extend((mulmat_head, shader_int8_ext, shader_float_type, shader_q4_0_defines, mulmat_body1, mulmat_load_q4_0, mulmat_body2))
-        tasks.append(string_to_spv("matmul_q4_0_f32", "".join(stream), {"LOAD_VEC_A": 2, "A_TYPE": "block_q4_0", "B_TYPE": "float", "D_TYPE": "float"}, fp16))
-        tasks.append(string_to_spv("matmul_q4_0_f32_aligned", "".join(stream), {"LOAD_VEC_A": 2, "LOAD_VEC_B": load_vec, "A_TYPE": "block_q4_0", "B_TYPE": vec_type, "D_TYPE": "float"}, fp16))
-
-        stream.clear()
-        stream.extend((mulmat_head, shader_int8_ext, shader_float_type, shader_q4_1_defines, mulmat_body1, mulmat_load_q4_1, mulmat_body2))
-        tasks.append(string_to_spv("matmul_q4_1_f32", "".join(stream), {"LOAD_VEC_A": 2, "A_TYPE": "block_q4_1", "B_TYPE": "float", "D_TYPE": "float"}, fp16))
-        tasks.append(string_to_spv("matmul_q4_1_f32_aligned", "".join(stream), {"LOAD_VEC_A": 2, "LOAD_VEC_B": load_vec, "A_TYPE": "block_q4_1", "B_TYPE": vec_type, "D_TYPE": "float"}, fp16))
-
-        stream.clear()
-        stream.extend((mulmat_head, shader_int8_ext, shader_float_type, shader_q5_0_defines, mulmat_body1, mulmat_load_q5_0, mulmat_body2))
-        tasks.append(string_to_spv("matmul_q5_0_f32", "".join(stream), {"LOAD_VEC_A": 2, "A_TYPE": "block_q5_0", "B_TYPE": "float", "D_TYPE": "float"}, fp16))
-        tasks.append(string_to_spv("matmul_q5_0_f32_aligned", "".join(stream), {"LOAD_VEC_A": 2, "LOAD_VEC_B": load_vec, "A_TYPE": "block_q5_0", "B_TYPE": vec_type, "D_TYPE": "float"}, fp16))
-
-        stream.clear()
-        stream.extend((mulmat_head, shader_int8_ext, shader_float_type, shader_q5_1_defines, mulmat_body1, mulmat_load_q5_1, mulmat_body2))
-        tasks.append(string_to_spv("matmul_q5_1_f32", "".join(stream), {"LOAD_VEC_A": 2, "A_TYPE": "block_q5_1", "B_TYPE": "float", "D_TYPE": "float"}, fp16))
-        tasks.append(string_to_spv("matmul_q5_1_f32_aligned", "".join(stream), {"LOAD_VEC_A": 2, "LOAD_VEC_B": load_vec, "A_TYPE": "block_q5_1", "B_TYPE": vec_type, "D_TYPE": "float"}, fp16))
-
-        stream.clear()
-        stream.extend((mulmat_head, shader_int8_ext, shader_float_type, shader_q8_0_defines, mulmat_body1, mulmat_load_q8_0, mulmat_body2))
-        tasks.append(string_to_spv("matmul_q8_0_f32", "".join(stream), {"LOAD_VEC_A": 2, "A_TYPE": "block_q8_0", "B_TYPE": "float", "D_TYPE": "float"}, fp16))
-        tasks.append(string_to_spv("matmul_q8_0_f32_aligned", "".join(stream), {"LOAD_VEC_A": 2, "LOAD_VEC_B": load_vec, "A_TYPE": "block_q8_0", "B_TYPE": vec_type, "D_TYPE": "float"}, fp16))
-
-        stream.clear()
-        stream.extend((mulmat_head, shader_int8_ext, shader_float_type, shader_q2_K_defines, mulmat_body1, mulmat_load_q2_K, mulmat_body2))
-        tasks.append(string_to_spv("matmul_q2_k_f32", "".join(stream), {"LOAD_VEC_A": 2, "A_TYPE": "block_q2_K", "B_TYPE": "float", "D_TYPE": "float"}, fp16))
-        tasks.append(string_to_spv("matmul_q2_k_f32_aligned", "".join(stream), {"LOAD_VEC_A": 2, "LOAD_VEC_B": load_vec, "A_TYPE": "block_q2_K", "B_TYPE": vec_type, "D_TYPE": "float"}, fp16))
-
-        stream.clear()
-        stream.extend((mulmat_head, shader_int8_ext, shader_float_type, shader_q3_K_defines, mulmat_body1, mulmat_load_q3_K, mulmat_body2))
-        tasks.append(string_to_spv("matmul_q3_k_f32", "".join(stream), {"LOAD_VEC_A": 2, "A_TYPE": "block_q3_K", "B_TYPE": "float", "D_TYPE": "float"}, fp16))
-        tasks.append(string_to_spv("matmul_q3_k_f32_aligned", "".join(stream), {"LOAD_VEC_A": 2, "LOAD_VEC_B": load_vec, "A_TYPE": "block_q3_K", "B_TYPE": vec_type, "D_TYPE": "float"}, fp16))
-
-        stream.clear()
-        stream.extend((mulmat_head, shader_int8_ext, shader_float_type, shader_q4_K_defines, mulmat_body1, mulmat_load_q4_K, mulmat_body2))
-        tasks.append(string_to_spv("matmul_q4_k_f32", "".join(stream), {"LOAD_VEC_A": 2, "A_TYPE": "block_q4_K", "B_TYPE": "float", "D_TYPE": "float"}, fp16))
-        tasks.append(string_to_spv("matmul_q4_k_f32_aligned", "".join(stream), {"LOAD_VEC_A": 2, "LOAD_VEC_B": load_vec, "A_TYPE": "block_q4_K", "B_TYPE": vec_type, "D_TYPE": "float"}, fp16))
-
-        stream.clear()
-        stream.extend((mulmat_head, shader_int8_ext, shader_float_type, shader_q5_K_defines, mulmat_body1, mulmat_load_q5_K, mulmat_body2))
-        tasks.append(string_to_spv("matmul_q5_k_f32", "".join(stream), {"LOAD_VEC_A": 2, "A_TYPE": "block_q5_K", "B_TYPE": "float", "D_TYPE": "float"}, fp16))
-        tasks.append(string_to_spv("matmul_q5_k_f32_aligned", "".join(stream), {"LOAD_VEC_A": 2, "LOAD_VEC_B": load_vec, "A_TYPE": "block_q5_K", "B_TYPE": vec_type, "D_TYPE": "float"}, fp16))
-
-        stream.clear()
-        stream.extend((mulmat_head, shader_int8_ext, shader_float_type, shader_q6_K_defines, mulmat_body1, mulmat_load_q6_K, mulmat_body2))
-        tasks.append(string_to_spv("matmul_q6_k_f32", "".join(stream), {"LOAD_VEC_A": 2, "A_TYPE": "block_q6_K", "B_TYPE": "float", "D_TYPE": "float"}, fp16))
-        tasks.append(string_to_spv("matmul_q6_k_f32_aligned", "".join(stream), {"LOAD_VEC_A": 2, "LOAD_VEC_B": load_vec, "A_TYPE": "block_q6_K", "B_TYPE": vec_type, "D_TYPE": "float"}, fp16))
-
+        # MUL_MAT
+        matmul_shaders(tasks, fp16, False)
         # MUL_MAT_ID
-        stream.clear()
-        stream.extend((mulmat_head, shader_float_type, mulmat_body1, mulmat_load_scalar, mulmat_body2))
-        tasks.append(string_to_spv("matmul_id_f32", "".join(stream), {"MUL_MAT_ID": "1", "A_TYPE": "float", "B_TYPE": "float", "D_TYPE": "float"}, fp16))
-        tasks.append(string_to_spv("matmul_id_f32_aligned", "".join(stream), {"MUL_MAT_ID": "1", "LOAD_VEC_A": load_vec, "LOAD_VEC_B": load_vec, "A_TYPE": vec_type, "B_TYPE": vec_type, "D_TYPE": "float"}, fp16))
-
-        tasks.append(string_to_spv("matmul_id_f16", "".join(stream), {"MUL_MAT_ID": "1", "A_TYPE": "float16_t", "B_TYPE": "float16_t", "D_TYPE": "float"}, fp16))
-        tasks.append(string_to_spv("matmul_id_f16_aligned", "".join(stream), {"MUL_MAT_ID": "1", "LOAD_VEC_A": load_vec, "LOAD_VEC_B": load_vec, "A_TYPE": vec_type_f16, "B_TYPE": vec_type_f16, "D_TYPE": "float"}, fp16))
-
-        tasks.append(string_to_spv("matmul_id_f16_f32", "".join(stream), {"MUL_MAT_ID": "1", "A_TYPE": "float16_t", "B_TYPE": "float", "D_TYPE": "float"}, fp16))
-        tasks.append(string_to_spv("matmul_id_f16_f32_aligned", "".join(stream), {"MUL_MAT_ID": "1", "LOAD_VEC_A": load_vec, "LOAD_VEC_B": load_vec, "A_TYPE": vec_type_f16, "B_TYPE": vec_type, "D_TYPE": "float"}, fp16))
-
-        stream.clear()
-        stream.extend((mulmat_head, shader_int8_ext, shader_float_type, shader_q4_0_defines, mulmat_body1, mulmat_load_q4_0, mulmat_body2))
-        tasks.append(string_to_spv("matmul_id_q4_0_f32", "".join(stream), {"MUL_MAT_ID": "1", "LOAD_VEC_A": 2, "A_TYPE": "block_q4_0", "B_TYPE": "float", "D_TYPE": "float"}, fp16))
-        tasks.append(string_to_spv("matmul_id_q4_0_f32_aligned", "".join(stream), {"MUL_MAT_ID": "1", "LOAD_VEC_A": 2, "LOAD_VEC_B": load_vec, "A_TYPE": "block_q4_0", "B_TYPE": vec_type, "D_TYPE": "float"}, fp16))
-
-        stream.clear()
-        stream.extend((mulmat_head, shader_int8_ext, shader_float_type, shader_q4_1_defines, mulmat_body1, mulmat_load_q4_1, mulmat_body2))
-        tasks.append(string_to_spv("matmul_id_q4_1_f32", "".join(stream), {"MUL_MAT_ID": "1", "LOAD_VEC_A": 2, "A_TYPE": "block_q4_1", "B_TYPE": "float", "D_TYPE": "float"}, fp16))
-        tasks.append(string_to_spv("matmul_id_q4_1_f32_aligned", "".join(stream), {"MUL_MAT_ID": "1", "LOAD_VEC_A": 2, "LOAD_VEC_B": load_vec, "A_TYPE": "block_q4_1", "B_TYPE": vec_type, "D_TYPE": "float"}, fp16))
-
-        stream.clear()
-        stream.extend((mulmat_head, shader_int8_ext, shader_float_type, shader_q5_0_defines, mulmat_body1, mulmat_load_q5_0, mulmat_body2))
-        tasks.append(string_to_spv("matmul_id_q5_0_f32", "".join(stream), {"MUL_MAT_ID": "1", "LOAD_VEC_A": 2, "A_TYPE": "block_q5_0", "B_TYPE": "float", "D_TYPE": "float"}, fp16))
-        tasks.append(string_to_spv("matmul_id_q5_0_f32_aligned", "".join(stream), {"MUL_MAT_ID": "1", "LOAD_VEC_A": 2, "LOAD_VEC_B": load_vec, "A_TYPE": "block_q5_0", "B_TYPE": vec_type, "D_TYPE": "float"}, fp16))
-
-        stream.clear()
-        stream.extend((mulmat_head, shader_int8_ext, shader_float_type, shader_q5_1_defines, mulmat_body1, mulmat_load_q5_1, mulmat_body2))
-        tasks.append(string_to_spv("matmul_id_q5_1_f32", "".join(stream), {"MUL_MAT_ID": "1", "LOAD_VEC_A": 2, "A_TYPE": "block_q5_1", "B_TYPE": "float", "D_TYPE": "float"}, fp16))
-        tasks.append(string_to_spv("matmul_id_q5_1_f32_aligned", "".join(stream), {"MUL_MAT_ID": "1", "LOAD_VEC_A": 2, "LOAD_VEC_B": load_vec, "A_TYPE": "block_q5_1", "B_TYPE": vec_type, "D_TYPE": "float"}, fp16))
-
-        stream.clear()
-        stream.extend((mulmat_head, shader_int8_ext, shader_float_type, shader_q8_0_defines, mulmat_body1, mulmat_load_q8_0, mulmat_body2))
-        tasks.append(string_to_spv("matmul_id_q8_0_f32", "".join(stream), {"MUL_MAT_ID": "1", "LOAD_VEC_A": 2, "A_TYPE": "block_q8_0", "B_TYPE": "float", "D_TYPE": "float"}, fp16))
-        tasks.append(string_to_spv("matmul_id_q8_0_f32_aligned", "".join(stream), {"MUL_MAT_ID": "1", "LOAD_VEC_A": 2, "LOAD_VEC_B": load_vec, "A_TYPE": "block_q8_0", "B_TYPE": vec_type, "D_TYPE": "float"}, fp16))
-
-        stream.clear()
-        stream.extend((mulmat_head, shader_int8_ext, shader_float_type, shader_q2_K_defines, mulmat_body1, mulmat_load_q2_K, mulmat_body2))
-        tasks.append(string_to_spv("matmul_id_q2_k_f32", "".join(stream), {"MUL_MAT_ID": "1", "LOAD_VEC_A": 2, "A_TYPE": "block_q2_K", "B_TYPE": "float", "D_TYPE": "float"}, fp16))
-        tasks.append(string_to_spv("matmul_id_q2_k_f32_aligned", "".join(stream), {"MUL_MAT_ID": "1", "LOAD_VEC_A": 2, "LOAD_VEC_B": load_vec, "A_TYPE": "block_q2_K", "B_TYPE": vec_type, "D_TYPE": "float"}, fp16))
-
-        stream.clear()
-        stream.extend((mulmat_head, shader_int8_ext, shader_float_type, shader_q3_K_defines, mulmat_body1, mulmat_load_q3_K, mulmat_body2))
-        tasks.append(string_to_spv("matmul_id_q3_k_f32", "".join(stream), {"MUL_MAT_ID": "1", "LOAD_VEC_A": 2, "A_TYPE": "block_q3_K", "B_TYPE": "float", "D_TYPE": "float"}, fp16))
-        tasks.append(string_to_spv("matmul_id_q3_k_f32_aligned", "".join(stream), {"MUL_MAT_ID": "1", "LOAD_VEC_A": 2, "LOAD_VEC_B": load_vec, "A_TYPE": "block_q3_K", "B_TYPE": vec_type, "D_TYPE": "float"}, fp16))
-
-        stream.clear()
-        stream.extend((mulmat_head, shader_int8_ext, shader_float_type, shader_q4_K_defines, mulmat_body1, mulmat_load_q4_K, mulmat_body2))
-        tasks.append(string_to_spv("matmul_id_q4_k_f32", "".join(stream), {"MUL_MAT_ID": "1", "LOAD_VEC_A": 2, "A_TYPE": "block_q4_K", "B_TYPE": "float", "D_TYPE": "float"}, fp16))
-        tasks.append(string_to_spv("matmul_id_q4_k_f32_aligned", "".join(stream), {"MUL_MAT_ID": "1", "LOAD_VEC_A": 2, "LOAD_VEC_B": load_vec, "A_TYPE": "block_q4_K", "B_TYPE": vec_type, "D_TYPE": "float"}, fp16))
-
-        stream.clear()
-        stream.extend((mulmat_head, shader_int8_ext, shader_float_type, shader_q5_K_defines, mulmat_body1, mulmat_load_q5_K, mulmat_body2))
-        tasks.append(string_to_spv("matmul_id_q5_k_f32", "".join(stream), {"MUL_MAT_ID": "1", "LOAD_VEC_A": 2, "A_TYPE": "block_q5_K", "B_TYPE": "float", "D_TYPE": "float"}, fp16))
-        tasks.append(string_to_spv("matmul_id_q5_k_f32_aligned", "".join(stream), {"MUL_MAT_ID": "1", "LOAD_VEC_A": 2, "LOAD_VEC_B": load_vec, "A_TYPE": "block_q5_K", "B_TYPE": vec_type, "D_TYPE": "float"}, fp16))
-
-        stream.clear()
-        stream.extend((mulmat_head, shader_int8_ext, shader_float_type, shader_q6_K_defines, mulmat_body1, mulmat_load_q6_K, mulmat_body2))
-        tasks.append(string_to_spv("matmul_id_q6_k_f32", "".join(stream), {"MUL_MAT_ID": "1", "LOAD_VEC_A": 2, "A_TYPE": "block_q6_K", "B_TYPE": "float", "D_TYPE": "float"}, fp16))
-        tasks.append(string_to_spv("matmul_id_q6_k_f32_aligned", "".join(stream), {"MUL_MAT_ID": "1", "LOAD_VEC_A": 2, "LOAD_VEC_B": load_vec, "A_TYPE": "block_q6_K", "B_TYPE": vec_type, "D_TYPE": "float"}, fp16))
-
-    # Shaders where precision is needed, so no fp16 version
-
-    # mul mat vec
-    for i in range(0, VK_NUM_TYPES):
-        stream.clear()
-        stream.extend((mul_mat_vec_head, shader_int8_ext, shader_f32))
-
-        if i == GGML_TYPE_F32:
-            stream.extend((shader_f32_defines, mul_mat_vec_layout, shader_float_dequant_func, mul_mat_vec_body))
-        elif i == GGML_TYPE_F16:
-            stream.extend((shader_f16_defines, mul_mat_vec_layout, shader_float_dequant_func, mul_mat_vec_body))
-        elif i == GGML_TYPE_Q4_0:
-            stream.extend((shader_q4_0_defines, mul_mat_vec_layout, shader_q4_0_dequant_func, mul_mat_vec_body))
-        elif i == GGML_TYPE_Q4_1:
-            stream.extend((shader_q4_1_defines, mul_mat_vec_layout, shader_q4_1_dequant_func, mul_mat_vec_body))
-        elif i == GGML_TYPE_Q5_0:
-            stream.extend((shader_q5_0_defines, mul_mat_vec_layout, shader_q5_0_dequant_func, mul_mat_vec_body))
-        elif i == GGML_TYPE_Q5_1:
-            stream.extend((shader_q5_1_defines, mul_mat_vec_layout, shader_q5_1_dequant_func, mul_mat_vec_body))
-        elif i == GGML_TYPE_Q8_0:
-            stream.extend((shader_q8_0_defines, mul_mat_vec_layout, shader_q8_0_dequant_func, mul_mat_vec_body))
-        elif i == GGML_TYPE_Q2_K:
-            stream.extend((shader_q2_K_defines, mul_mat_vec_layout, mul_mat_vec_q2_K_body))
-        elif i == GGML_TYPE_Q3_K:
-            stream.extend((shader_q3_K_defines, mul_mat_vec_layout, mul_mat_vec_q3_K_body))
-        elif i == GGML_TYPE_Q4_K:
-            stream.extend((shader_q4_K_defines, mul_mat_vec_layout, mul_mat_vec_q4_K_body))
-        elif i == GGML_TYPE_Q5_K:
-            stream.extend((shader_q5_K_defines, mul_mat_vec_layout, mul_mat_vec_q5_K_body))
-        elif i == GGML_TYPE_Q6_K:
-            stream.extend((shader_q6_K_defines, mul_mat_vec_layout, mul_mat_vec_q6_K_body))
-        else:
-            continue
-
-        tasks.append(string_to_spv(f"mul_mat_vec_{type_names[i]}_f32_f32", "".join(stream), {"B_TYPE": "float", "D_TYPE": "float", "K_QUANTS_PER_ITERATION": K_QUANTS_PER_ITERATION}))
-        tasks.append(string_to_spv(f"mul_mat_vec_{type_names[i]}_f16_f32", "".join(stream), {"B_TYPE": "float16_t", "D_TYPE": "float", "K_QUANTS_PER_ITERATION": K_QUANTS_PER_ITERATION}))
-
-        tasks.append(string_to_spv(f"mul_mat_vec_id_{type_names[i]}_f32", "".join(stream), {"MUL_MAT_ID": "1", "B_TYPE": "float", "D_TYPE": "float", "K_QUANTS_PER_ITERATION": K_QUANTS_PER_ITERATION}))
-
-    # Dequant shaders
-    for i in range(0, VK_NUM_TYPES):
-        stream.clear()
-
-        stream.extend((dequant_head, shader_int8_ext, shader_f32))
-
-        if i == GGML_TYPE_F32:
-            stream.append(dequant_f32_body)
-        elif i == GGML_TYPE_Q4_0:
-            stream.extend((shader_q4_0_defines, dequant_q4_0_body))
-        elif i == GGML_TYPE_Q4_1:
-            stream.extend((shader_q4_1_defines, dequant_q4_1_body))
-        elif i == GGML_TYPE_Q5_0:
-            stream.extend((shader_q5_0_defines, dequant_q5_0_body))
-        elif i == GGML_TYPE_Q5_1:
-            stream.extend((shader_q5_1_defines, dequant_q5_1_body))
-        elif i == GGML_TYPE_Q8_0:
-            stream.extend((shader_q8_0_defines, dequant_q8_0_body))
-        elif i == GGML_TYPE_Q2_K:
-            stream.extend((shader_q2_K_defines, dequant_q2_K_body))
-        elif i == GGML_TYPE_Q3_K:
-            stream.extend((shader_q3_K_defines, dequant_q3_K_body))
-        elif i == GGML_TYPE_Q4_K:
-            stream.extend((shader_q4_K_defines, dequant_q4_K_body))
-        elif i == GGML_TYPE_Q5_K:
-            stream.extend((shader_q5_K_defines, dequant_q5_K_body))
-        elif i == GGML_TYPE_Q6_K:
-            stream.extend((shader_q6_K_defines, dequant_q6_K_body))
-        else:
-            continue
-
-        tasks.append(string_to_spv(f"dequant_{type_names[i]}", "".join(stream), {"D_TYPE": "float16_t"}))
-
-    # get_rows
-    for i in range(0, VK_NUM_TYPES):
-        stream.clear()
-        stream.extend((generic_binary_op_head, shader_int8_ext, shader_f32))
-        optimization_workaround = False
-
-        if i == GGML_TYPE_F32:
-            stream.extend((shader_f32_defines, generic_binary_op_layout, generic_binary_op_funcs, get_rows_float_body))
-        elif i == GGML_TYPE_F16:
-            stream.extend((shader_f16_defines, generic_binary_op_layout, generic_binary_op_funcs, get_rows_float_body))
-            optimization_workaround = True
-        elif i == GGML_TYPE_Q4_0:
-            stream.extend((shader_q4_0_defines, generic_binary_op_layout, shader_q4_0_dequant_func, generic_binary_op_funcs, get_rows_body))
-        elif i == GGML_TYPE_Q4_1:
-            stream.extend((shader_q4_1_defines, generic_binary_op_layout, shader_q4_1_dequant_func, generic_binary_op_funcs, get_rows_body))
-        elif i == GGML_TYPE_Q5_0:
-            stream.extend((shader_q5_0_defines, generic_binary_op_layout, shader_q5_0_dequant_func, generic_binary_op_funcs, get_rows_body))
-        elif i == GGML_TYPE_Q5_1:
-            stream.extend((shader_q5_1_defines, generic_binary_op_layout, shader_q5_1_dequant_func, generic_binary_op_funcs, get_rows_body))
-        elif i == GGML_TYPE_Q8_0:
-            stream.extend((shader_q8_0_defines, generic_binary_op_layout, shader_q8_0_dequant_func, generic_binary_op_funcs, get_rows_body))
-        else:
-            continue
-
-        if optimization_workaround:
-            tasks.append(string_to_spv(f"get_rows_{type_names[i]}", "".join(stream), {"B_TYPE": "int", "D_TYPE": "float16_t", "OPTIMIZATION_ERROR_WORKAROUND": "1"}))
-        else:
-            tasks.append(string_to_spv(f"get_rows_{type_names[i]}", "".join(stream), {"B_TYPE": "int", "D_TYPE": "float16_t"}))
-        tasks.append(string_to_spv(f"get_rows_{type_names[i]}_f32", "".join(stream), {"B_TYPE": "int", "D_TYPE": "float"}))
-
-    tasks.append(string_to_spv("mul_mat_vec_p021_f16_f32", mul_mat_p021_src, {"A_TYPE": "float16_t", "B_TYPE": "float", "D_TYPE": "float"}))
-    tasks.append(string_to_spv("mul_mat_vec_nc_f16_f32", mul_mat_nc_src, {"A_TYPE": "float16_t", "B_TYPE": "float", "D_TYPE": "float"}))
+        matmul_shaders(tasks, fp16, True)
+
+    for tname in type_names:
+        base_dict = {"FLOAT_TYPE": "float"}
+
+        # mul mat vec
+        data_a_key = f"DATA_A_{tname.upper()}"
+        shader = f"mul_mat_vec_{tname}.comp" if tname.endswith("_k") else "mul_mat_vec.comp"
+
+        tasks.append(string_to_spv(f"mul_mat_vec_{tname}_f32_f32", shader, base_dict | {data_a_key: "1", "B_TYPE": "float", "D_TYPE": "float"}))
+        tasks.append(string_to_spv(f"mul_mat_vec_{tname}_f16_f32", shader, base_dict | {data_a_key: "1", "B_TYPE": "float16_t", "D_TYPE": "float"}))
+
+        tasks.append(string_to_spv(f"mul_mat_vec_id_{tname}_f32", shader, base_dict | {"MUL_MAT_ID": "1", data_a_key: "1", "B_TYPE": "float", "D_TYPE": "float"}))
+
+        # Dequant shaders
+        if tname != "f16":
+            tasks.append(string_to_spv(f"dequant_{tname}", f"dequant_{tname}.comp", base_dict | {data_a_key: "1", "D_TYPE": "float16_t"}))
+
+        # get_rows
+        if not tname.endswith("_k"):
+            shader = "get_rows.comp" if tname in ("f32", "f16") else "get_rows_quant.comp"
+
+            if tname == "f16":
+                tasks.append(string_to_spv(f"get_rows_{tname}", shader, {data_a_key: "1", "B_TYPE": "int", "D_TYPE": "float16_t", "OPTIMIZATION_ERROR_WORKAROUND": "1"}))
+            else:
+                tasks.append(string_to_spv(f"get_rows_{tname}", shader, {data_a_key: "1", "B_TYPE": "int", "D_TYPE": "float16_t"}))
+            tasks.append(string_to_spv(f"get_rows_{tname}_f32", shader, {data_a_key: "1", "B_TYPE": "int", "D_TYPE": "float"}))
+
+    tasks.append(string_to_spv("mul_mat_vec_p021_f16_f32", "mul_mat_vec_p021.comp", {"A_TYPE": "float16_t", "B_TYPE": "float", "D_TYPE": "float"}))
+    tasks.append(string_to_spv("mul_mat_vec_nc_f16_f32", "mul_mat_vec_nc.comp", {"A_TYPE": "float16_t", "B_TYPE": "float", "D_TYPE": "float"}))
 
     # Norms
-    tasks.append(string_to_spv("norm_f32", f"{generic_head}\n{shader_f32}\n{norm_body}", {"A_TYPE": "float", "D_TYPE": "float"}))
-    tasks.append(string_to_spv("rms_norm_f32", f"{generic_head}\n{shader_f32}\n{rms_norm_body}", {"A_TYPE": "float", "D_TYPE": "float"}))
+    tasks.append(string_to_spv("norm_f32", "norm.comp", base_dict | {"A_TYPE": "float", "D_TYPE": "float"}))
+    tasks.append(string_to_spv("rms_norm_f32", "rms_norm.comp", base_dict | {"A_TYPE": "float", "D_TYPE": "float"}))
 
-    tasks.append(string_to_spv("cpy_f32_f32", f"{generic_unary_op_combined}\n{cpy_end}", {"A_TYPE": "float", "D_TYPE": "float"}))
-    tasks.append(string_to_spv("cpy_f32_f16", f"{generic_unary_op_combined}\n{cpy_end}", {"A_TYPE": "float", "D_TYPE": "float16_t"}))
-    tasks.append(string_to_spv("cpy_f16_f16", f"{generic_unary_op_combined}\n{cpy_f16_f16_end}", {"A_TYPE": "float16_t", "D_TYPE": "float16_t"}))
+    tasks.append(string_to_spv("cpy_f32_f32", "copy.comp", {"A_TYPE": "float", "D_TYPE": "float"}))
+    tasks.append(string_to_spv("cpy_f32_f16", "copy.comp", {"A_TYPE": "float", "D_TYPE": "float16_t"}))
+    tasks.append(string_to_spv("cpy_f16_f16", "copy.comp", {"A_TYPE": "float16_t", "D_TYPE": "float16_t", "OPTIMIZATION_ERROR_WORKAROUND": "1"}))
 
-    tasks.append(string_to_spv("add_f32", f"{generic_binary_op_combined}\n{add_body}", {"A_TYPE": "float", "B_TYPE": "float", "D_TYPE": "float", "FLOAT_TYPE": "float"}))
+    tasks.append(string_to_spv("add_f32", "add.comp", {"A_TYPE": "float", "B_TYPE": "float", "D_TYPE": "float", "FLOAT_TYPE": "float"}))
 
-    tasks.append(string_to_spv("split_k_reduce", mulmat_split_k_reduce_src, {}))
+    tasks.append(string_to_spv("split_k_reduce", "mul_mat_split_k_reduce.comp", {}))
 
-    tasks.append(string_to_spv("mul_f32", f"{generic_binary_op_combined}\n{mul_body}", {"A_TYPE": "float", "B_TYPE": "float", "D_TYPE": "float", "FLOAT_TYPE": "float"}))
+    tasks.append(string_to_spv("mul_f32", "mul.comp", {"A_TYPE": "float", "B_TYPE": "float", "D_TYPE": "float", "FLOAT_TYPE": "float"}))
 
-    tasks.append(string_to_spv("div_f32", f"{generic_binary_op_combined}\n{div_body}", {"A_TYPE": "float", "B_TYPE": "float", "D_TYPE": "float", "FLOAT_TYPE": "float"}))
+    tasks.append(string_to_spv("div_f32", "div.comp", {"A_TYPE": "float", "B_TYPE": "float", "D_TYPE": "float", "FLOAT_TYPE": "float"}))
 
-    tasks.append(string_to_spv("scale_f32", f"{generic_unary_op_combined}\n{scale_body}", {"A_TYPE": "float", "D_TYPE": "float", "FLOAT_TYPE": "float"}))
+    tasks.append(string_to_spv("scale_f32", "scale.comp", {"A_TYPE": "float", "D_TYPE": "float", "FLOAT_TYPE": "float"}))
 
-    tasks.append(string_to_spv("sqr_f32", f"{generic_unary_op_combined}\n{sqr_body}", {"A_TYPE": "float", "D_TYPE": "float", "FLOAT_TYPE": "float"}))
+    tasks.append(string_to_spv("sqr_f32", "square.comp", {"A_TYPE": "float", "D_TYPE": "float", "FLOAT_TYPE": "float"}))
 
-    tasks.append(string_to_spv("clamp_f32", f"{generic_unary_op_combined}\n{clamp_body}", {"A_TYPE": "float", "D_TYPE": "float", "FLOAT_TYPE": "float"}))
+    tasks.append(string_to_spv("clamp_f32", "clamp.comp", {"A_TYPE": "float", "D_TYPE": "float", "FLOAT_TYPE": "float"}))
 
-    tasks.append(string_to_spv("gelu_f32", f"{generic_head}\n{shader_f32}\n{gelu_body}", {"A_TYPE": "float", "D_TYPE": "float"}))
-    tasks.append(string_to_spv("silu_f32", f"{generic_head}\n{shader_f32}\n{silu_body}", {"A_TYPE": "float", "D_TYPE": "float"}))
-    tasks.append(string_to_spv("relu_f32", f"{generic_head}\n{shader_f32}\n{relu_body}", {"A_TYPE": "float", "D_TYPE": "float"}))
+    tasks.append(string_to_spv("gelu_f32", "gelu.comp", {"A_TYPE": "float", "D_TYPE": "float"}))
+    tasks.append(string_to_spv("silu_f32", "silu.comp", {"A_TYPE": "float", "D_TYPE": "float"}))
+    tasks.append(string_to_spv("relu_f32", "relu.comp", {"A_TYPE": "float", "D_TYPE": "float"}))
 
-    tasks.append(string_to_spv("diag_mask_inf_f32", f"{diag_mask_inf_head}\n{shader_f32}\n{diag_mask_inf_body}", {"A_TYPE": "float", "D_TYPE": "float"}))
+    tasks.append(string_to_spv("diag_mask_inf_f32", "diag_mask_inf.comp", {"A_TYPE": "float", "D_TYPE": "float"}))
 
-    tasks.append(string_to_spv("soft_max_f32", f"{soft_max_head}\n{shader_f32}\n{soft_max_body}", {"A_TYPE": "float", "B_TYPE": "float", "C_TYPE": "float", "D_TYPE": "float"}))
-    tasks.append(string_to_spv("soft_max_f32_f16", f"{soft_max_head}\n{shader_f32}\n{soft_max_body}", {"A_TYPE": "float", "B_TYPE": "float16_t", "C_TYPE": "float16_t", "D_TYPE": "float"}))
+    tasks.append(string_to_spv("soft_max_f32", "soft_max.comp", base_dict | {"A_TYPE": "float", "B_TYPE": "float", "D_TYPE": "float"}))
+    tasks.append(string_to_spv("soft_max_f32_f16", "soft_max.comp", base_dict | {"A_TYPE": "float", "B_TYPE": "float16_t", "D_TYPE": "float"}))
 
-    tasks.append(string_to_spv("rope_norm_f32", rope_norm_src, {"A_TYPE": "float", "D_TYPE": "float"}))
-    tasks.append(string_to_spv("rope_norm_f16", rope_norm_src, {"A_TYPE": "float16_t", "D_TYPE": "float16_t"}))
+    tasks.append(string_to_spv("rope_norm_f32", "rope_norm.comp", {"A_TYPE": "float", "D_TYPE": "float"}))
+    tasks.append(string_to_spv("rope_norm_f16", "rope_norm.comp", {"A_TYPE": "float16_t", "D_TYPE": "float16_t"}))
 
-    tasks.append(string_to_spv("rope_neox_f32", rope_neox_src, {"A_TYPE": "float", "D_TYPE": "float"}))
-    tasks.append(string_to_spv("rope_neox_f16", rope_neox_src, {"A_TYPE": "float16_t", "D_TYPE": "float16_t"}))
+    tasks.append(string_to_spv("rope_neox_f32", "rope_neox.comp", {"A_TYPE": "float", "D_TYPE": "float"}))
+    tasks.append(string_to_spv("rope_neox_f16", "rope_neox.comp", {"A_TYPE": "float16_t", "D_TYPE": "float16_t"}))
 
-    tasks.append(string_to_spv("argsort_f32", argsort_src, {"A_TYPE": "float"}))
+    tasks.append(string_to_spv("argsort_f32", "argsort.comp", {"A_TYPE": "float"}))
 
-    tasks.append(string_to_spv("sum_rows_f32", f"{generic_head}\n{shader_f32}\n{sum_rows_src}", {"A_TYPE": "float", "D_TYPE": "float"}))
+    tasks.append(string_to_spv("sum_rows_f32", "sum_rows.comp", base_dict | {"A_TYPE": "float", "D_TYPE": "float"}))
 
     # Helper to decorate tasks with semaphore acquisition.
     async def withSemaphore(sem, task):

diff --git a/vulkan-shaders/add.comp b/vulkan-shaders/add.comp
new file mode 100644 (file)
index 0000000..8475b01
--- /dev/null
+++ b/vulkan-shaders/add.comp
@@ -0,0 +1,12 @@
+#version 450
+
+#include "types.comp"
+#include "generic_binary_head.comp"
+
+void main() {
+    if (gl_GlobalInvocationID.x >= p.ne) {
+        return;
+    }
+
+    data_d[p.d_offset + dst_idx(gl_GlobalInvocationID.x)] = D_TYPE(FLOAT_TYPE(data_a[src0_idx(gl_GlobalInvocationID.x)]) + FLOAT_TYPE(data_b[src1_idx(gl_GlobalInvocationID.x)]));
+}

diff --git a/vulkan-shaders/argsort.comp b/vulkan-shaders/argsort.comp
new file mode 100644 (file)
index 0000000..e55414b
--- /dev/null
+++ b/vulkan-shaders/argsort.comp
@@ -0,0 +1,71 @@
+#version 450
+
+#include "types.comp"
+
+#define BLOCK_SIZE 1024
+#define ASC 0
+
+layout(local_size_x = BLOCK_SIZE, local_size_y = 1, local_size_z = 1) in;
+
+layout (binding = 0) readonly buffer A {A_TYPE data_a[];};
+layout (binding = 1)          buffer D {int data_d[];};
+
+layout (push_constant) uniform parameter {
+    uint ncols;
+    uint ncols_pad;
+    uint order;
+} p;
+
+shared int dst_row[BLOCK_SIZE];
+
+void swap(uint idx0, uint idx1) {
+    int tmp = dst_row[idx0];
+    dst_row[idx0] = dst_row[idx1];
+    dst_row[idx1] = tmp;
+}
+
+void main() {
+    // bitonic sort
+    const int col = int(gl_LocalInvocationID.x);
+    const uint row = gl_WorkGroupID.y;
+
+    if (col >= p.ncols_pad) {
+        return;
+    }
+
+    const uint row_offset = row * p.ncols;
+
+    // initialize indices
+    dst_row[col] = col;
+    barrier();
+
+    for (uint k = 2; k <= p.ncols_pad; k *= 2) {
+        for (uint j = k / 2; j > 0; j /= 2) {
+            const uint ixj = col ^ j;
+            if (ixj > col) {
+                if ((col & k) == 0) {
+                    if (dst_row[col] >= p.ncols ||
+                        (dst_row[ixj] < p.ncols && (p.order == ASC ?
+                            data_a[row_offset + dst_row[col]] > data_a[row_offset + dst_row[ixj]] :
+                            data_a[row_offset + dst_row[col]] < data_a[row_offset + dst_row[ixj]]))
+                    ) {
+                        swap(col, ixj);
+                    }
+                } else {
+                    if (dst_row[ixj] >= p.ncols ||
+                        (dst_row[col] < p.ncols && (p.order == ASC ?
+                            data_a[row_offset + dst_row[col]] < data_a[row_offset + dst_row[ixj]] :
+                            data_a[row_offset + dst_row[col]] > data_a[row_offset + dst_row[ixj]]))
+                    ) {
+                        swap(col, ixj);
+                    }
+                }
+            }
+            barrier();
+        }
+    }
+
+    if (col < p.ncols) {
+        data_d[row_offset + col] = dst_row[col];
+    }
+}

diff --git a/vulkan-shaders/clamp.comp b/vulkan-shaders/clamp.comp
new file mode 100644 (file)
index 0000000..ca272e2
--- /dev/null
+++ b/vulkan-shaders/clamp.comp
@@ -0,0 +1,13 @@
+#version 450
+
+#include "types.comp"
+#include "generic_unary_head.comp"
+
+void main() {
+    if (gl_GlobalInvocationID.x >= p.ne) {
+        return;
+    }
+
+    const FLOAT_TYPE val = FLOAT_TYPE(data_a[src0_idx(gl_GlobalInvocationID.x)]);
+    data_d[p.d_offset + dst_idx(gl_GlobalInvocationID.x)] = D_TYPE(val < p.param1 ? p.param1 : (val > p.param2 ? p.param2 : val));
+}

diff --git a/vulkan-shaders/copy.comp b/vulkan-shaders/copy.comp
new file mode 100644 (file)
index 0000000..efb5587
--- /dev/null
+++ b/vulkan-shaders/copy.comp
@@ -0,0 +1,16 @@
+#version 450
+
+#include "types.comp"
+#include "generic_unary_head.comp"
+
+void main() {
+    if (gl_GlobalInvocationID.x >= p.ne) {
+        return;
+    }
+
+#ifndef OPTIMIZATION_ERROR_WORKAROUND
+    data_d[p.d_offset + dst_idx(gl_GlobalInvocationID.x)] = D_TYPE(data_a[src0_idx(gl_GlobalInvocationID.x)]);
+#else
+    data_d[p.d_offset + dst_idx(gl_GlobalInvocationID.x)] = data_a[src0_idx(gl_GlobalInvocationID.x)];
+#endif
+}

diff --git a/vulkan-shaders/dequant_f32.comp b/vulkan-shaders/dequant_f32.comp
new file mode 100644 (file)
index 0000000..a4d3fca
--- /dev/null
+++ b/vulkan-shaders/dequant_f32.comp
@@ -0,0 +1,20 @@
+#version 450
+
+#include "dequant_head.comp"
+
+layout(local_size_x = 256, local_size_y = 1, local_size_z = 1) in;
+
+layout (binding = 0) readonly buffer A {float data_a[];};
+layout (binding = 1) writeonly buffer D {D_TYPE data_b[];};
+
+void main() {
+    const uint i = gl_GlobalInvocationID.x * 16;
+
+    if (i >= p.nel) {
+        return;
+    }
+
+    [[unroll]] for (uint l = 0; l < 16; l++) {
+        data_b[i + l] = D_TYPE(data_a[i + l]);
+    }
+}

diff --git a/vulkan-shaders/dequant_funcs.comp b/vulkan-shaders/dequant_funcs.comp
new file mode 100644 (file)
index 0000000..35d424d
--- /dev/null
+++ b/vulkan-shaders/dequant_funcs.comp
@@ -0,0 +1,60 @@
+#if !defined(DATA_A_F32) && !defined(DATA_A_F16)
+#extension GL_EXT_shader_explicit_arithmetic_types_int8 : require
+#endif
+
+#if defined(DATA_A_F32)
+vec2 dequantize(uint ib, uint iqs, uint a_offset) {
+    return vec2(data_a[a_offset + ib], data_a[a_offset + ib + 1]);
+}
+#endif
+
+#if defined(DATA_A_F16)
+vec2 dequantize(uint ib, uint iqs, uint a_offset) {
+    return vec2(data_a[a_offset + ib], data_a[a_offset + ib + 1]);
+}
+#endif
+
+#if defined(DATA_A_Q4_0)
+vec2 dequantize(uint ib, uint iqs, uint a_offset) {
+    const float d = float(data_a[a_offset + ib].d);
+    const uint vui = uint(data_a[a_offset + ib].qs[iqs]);
+    return (vec2(vui & 0xF, vui >> 4) - 8.0f) * d;
+}
+#endif
+
+#if defined(DATA_A_Q4_1)
+vec2 dequantize(uint ib, uint iqs, uint a_offset) {
+    const float d = float(data_a[a_offset + ib].d);
+    const float m = float(data_a[a_offset + ib].m);
+    const uint vui = uint(data_a[a_offset + ib].qs[iqs]);
+    return vec2(vui & 0xF, vui >> 4) * d + m;
+}
+#endif
+
+#if defined(DATA_A_Q5_0)
+vec2 dequantize(uint ib, uint iqs, uint a_offset) {
+    const float d = float(data_a[a_offset + ib].d);
+    const uint uint_qh = uint(data_a[a_offset + ib].qh[1]) << 16 | data_a[a_offset + ib].qh[0];
+    const ivec2 qh = ivec2(((uint_qh >> iqs) << 4) & 0x10, (uint_qh >> (iqs + 12)) & 0x10);
+    const uint vui = uint(data_a[a_offset + ib].qs[iqs]);
+    return (vec2((vui & 0xF) | qh.x, (vui >> 4) | qh.y) - 16.0f) * d;
+}
+#endif
+
+#if defined(DATA_A_Q5_1)
+vec2 dequantize(uint ib, uint iqs, uint a_offset) {
+    const float d = float(data_a[a_offset + ib].d);
+    const float m = float(data_a[a_offset + ib].m);
+    const uint uint_qh = data_a[a_offset + ib].qh;
+    const ivec2 qh = ivec2(((uint_qh >> iqs) << 4) & 0x10, (uint_qh >> (iqs + 12)) & 0x10);
+    const uint vui = uint(data_a[a_offset + ib].qs[iqs]);
+    return vec2((vui & 0xF) | qh.x, (vui >> 4) | qh.y) * d + m;
+}
+#endif
+
+#if defined(DATA_A_Q8_0)
+vec2 dequantize(uint ib, uint iqs, uint a_offset) {
+    const float d = float(data_a[a_offset + ib].d);
+    return vec2(int(data_a[a_offset + ib].qs[iqs]), int(data_a[a_offset + ib].qs[iqs + 1])) * d;
+}
+#endif

diff --git a/vulkan-shaders/dequant_head.comp b/vulkan-shaders/dequant_head.comp
new file mode 100644 (file)
index 0000000..8d80643
--- /dev/null
+++ b/vulkan-shaders/dequant_head.comp
@@ -0,0 +1,13 @@
+#extension GL_EXT_control_flow_attributes : require
+#extension GL_EXT_shader_16bit_storage : require
+
+layout (push_constant) uniform parameter
+{
+    uint M;
+    uint K;
+    uint stride_a;
+    uint stride_b;
+    uint nel;
+} p;
+
+#include "types.comp"

diff --git a/vulkan-shaders/dequant_q2_k.comp b/vulkan-shaders/dequant_q2_k.comp
new file mode 100644 (file)
index 0000000..157154a
--- /dev/null
+++ b/vulkan-shaders/dequant_q2_k.comp
@@ -0,0 +1,34 @@
+#version 450
+
+#include "dequant_head.comp"
+
+layout(local_size_x = 64, local_size_y = 1, local_size_z = 1) in;
+
+layout (binding = 0) readonly buffer A {A_TYPE data_a[];};
+layout (binding = 1) writeonly buffer D {D_TYPE data_b[];};
+
+void main() {
+    [[unroll]] for (uint wgy = 0; wgy < 256; wgy++) {
+        const uint i = gl_WorkGroupID.x * 256 + wgy;
+        if (i >= p.M * p.K / QUANT_K) {
+            return;
+        }
+
+        const uint tid = gl_LocalInvocationID.x;
+        const uint ip = tid / 32;
+        const uint il = tid - 32 * ip;
+        const uint is = 8 * ip + il / 16;
+
+        const uint y_idx = i * QUANT_K + 128 * ip + il;
+
+        const uint ql_idx = 32 * ip + il;
+        const uint8_t qs = data_a[i].qs[32 * ip + il];
+
+        FLOAT_TYPE dall = FLOAT_TYPE(data_a[i].d.x);
+        FLOAT_TYPE dmin = FLOAT_TYPE(data_a[i].d.y);
+        data_b[y_idx +  0] = D_TYPE(dall * FLOAT_TYPE((data_a[i].scales[is+0] & 0xF) * ((qs >> 0) & 3)) - dmin * FLOAT_TYPE(data_a[i].scales[is+0] >> 4));
+        data_b[y_idx + 32] = D_TYPE(dall * FLOAT_TYPE((data_a[i].scales[is+2] & 0xF) * ((qs >> 2) & 3)) - dmin * FLOAT_TYPE(data_a[i].scales[is+2] >> 4));
+        data_b[y_idx + 64] = D_TYPE(dall * FLOAT_TYPE((data_a[i].scales[is+4] & 0xF) * ((qs >> 4) & 3)) - dmin * FLOAT_TYPE(data_a[i].scales[is+4] >> 4));
+        data_b[y_idx + 96] = D_TYPE(dall * FLOAT_TYPE((data_a[i].scales[is+6] & 0xF) * ((qs >> 6) & 3)) - dmin * FLOAT_TYPE(data_a[i].scales[is+6] >> 4));
+    }
+}

diff --git a/vulkan-shaders/dequant_q3_k.comp b/vulkan-shaders/dequant_q3_k.comp
new file mode 100644 (file)
index 0000000..c17dd0d
--- /dev/null
+++ b/vulkan-shaders/dequant_q3_k.comp
@@ -0,0 +1,42 @@
+#version 450
+
+#include "dequant_head.comp"
+
+layout(local_size_x = 64, local_size_y = 1, local_size_z = 1) in;
+
+layout (binding = 0) readonly buffer A {A_TYPE data_a[];};
+layout (binding = 1) writeonly buffer D {D_TYPE data_b[];};
+
+void main() {
+    [[unroll]] for (uint wgy = 0; wgy < 256; wgy++) {
+        const uint i = uint(gl_WorkGroupID.x * 256 + wgy);
+        if (i >= p.M * p.K / QUANT_K) {
+            return;
+        }
+
+        const uint r = gl_LocalInvocationID.x / 4;
+        const uint tid = r / 2;
+        const uint is0 = r % 2;
+        const uint l0 = 16 * is0 + 4 * (gl_LocalInvocationID.x % 4);
+        const uint n = tid / 4;
+        const uint j = tid - 4*n;
+
+        const uint8_t m = uint8_t(1 << (4*n + j));
+        const uint is = 8*n + 2*j + is0;
+        const uint shift = 2*j;
+
+        const int8_t us = int8_t(is <  4 ? (data_a[i].scales[is-0] & 0xF) | (((data_a[i].scales[is+8] >> 0) & 3) << 4) :
+                                 is <  8 ? (data_a[i].scales[is-0] & 0xF) | (((data_a[i].scales[is+4] >> 2) & 3) << 4) :
+                                 is < 12 ? (data_a[i].scales[is-8] >>  4) | (((data_a[i].scales[is+0] >> 4) & 3) << 4) :
+                                           (data_a[i].scales[is-8] >>  4) | (((data_a[i].scales[is-4] >> 6) & 3) << 4));
+        const FLOAT_TYPE d_all = FLOAT_TYPE(data_a[i].d);
+        const FLOAT_TYPE dl    = d_all * FLOAT_TYPE(us - 32);
+
+        const uint y_idx = i * QUANT_K + 128 * n + 32 * j;
+        const uint qs_idx = 32*n;
+
+        for (uint l = l0; l < l0 + 4; ++l) {
+            data_b[y_idx + l] = D_TYPE(dl * FLOAT_TYPE(int8_t((data_a[i].qs[qs_idx + l] >> shift) & 3) - (((data_a[i].hmask[l] & m) != 0) ? 0 : 4)));
+        }
+    }
+}

diff --git a/vulkan-shaders/dequant_q4_0.comp b/vulkan-shaders/dequant_q4_0.comp
new file mode 100644 (file)
index 0000000..11e07e6
--- /dev/null
+++ b/vulkan-shaders/dequant_q4_0.comp
@@ -0,0 +1,32 @@
+#version 450
+
+#include "dequant_head.comp"
+
+layout(local_size_x = 256, local_size_y = 1, local_size_z = 1) in;
+
+layout (binding = 0) readonly buffer A {block_q4_0 data_a[];};
+layout (binding = 1) writeonly buffer D {D_TYPE data_b[];};
+
+void main() {
+    const uint i = gl_WorkGroupID.x * 4 + gl_LocalInvocationID.x / 64;
+
+    const uint tid = gl_LocalInvocationID.x % 64;
+    const uint il  = tid/32;
+    const uint ir  = tid%32;
+    const uint ib = 32*i + ir;
+    if (ib >= p.nel / 32) {
+        return;
+    }
+
+    const uint b_idx = 1024*i + 32*ir + 8*il;
+
+    const float d = float(data_a[ib].d);
+    const float dm = -8.0f * d;
+
+    const uint q_idx = 8*il;
+
+    [[unroll]] for (uint l = 0; l < 8; ++l) {
+        data_b[b_idx + l +  0] = D_TYPE(d * (data_a[ib].qs[q_idx + l] & 0xF) + dm);
+        data_b[b_idx + l + 16] = D_TYPE(d * (data_a[ib].qs[q_idx + l] >>  4) + dm);
+    }
+}

diff --git a/vulkan-shaders/dequant_q4_1.comp b/vulkan-shaders/dequant_q4_1.comp
new file mode 100644 (file)
index 0000000..2f27eee
--- /dev/null
+++ b/vulkan-shaders/dequant_q4_1.comp
@@ -0,0 +1,32 @@
+#version 450
+
+#include "dequant_head.comp"
+
+layout(local_size_x = 256, local_size_y = 1, local_size_z = 1) in;
+
+layout (binding = 0) readonly buffer A {block_q4_1 data_a[];};
+layout (binding = 1) writeonly buffer D {D_TYPE data_b[];};
+
+void main() {
+    const uint i = gl_WorkGroupID.x * 4 + gl_LocalInvocationID.x / 64;
+
+    const uint tid = gl_LocalInvocationID.x % 64;
+    const uint il  = tid/32;
+    const uint ir  = tid%32;
+    const uint ib = 32*i + ir;
+    if (ib >= p.nel / 32) {
+        return;
+    }
+
+    const uint b_idx = 1024*i + 32*ir + 8*il;
+
+    const float d = float(data_a[ib].d);
+    const float m = float(data_a[ib].m);
+
+    const uint q_idx = 8*il;
+
+    [[unroll]] for (uint l = 0; l < 8; ++l) {
+        data_b[b_idx + l +  0] = D_TYPE(d * (data_a[ib].qs[q_idx + l] & 0xF) + m);
+        data_b[b_idx + l + 16] = D_TYPE(d * (data_a[ib].qs[q_idx + l] >>  4) + m);
+    }
+}

diff --git a/vulkan-shaders/dequant_q4_k.comp b/vulkan-shaders/dequant_q4_k.comp
new file mode 100644 (file)
index 0000000..92acb75
--- /dev/null
+++ b/vulkan-shaders/dequant_q4_k.comp
@@ -0,0 +1,56 @@
+#version 450
+
+#include "dequant_head.comp"
+
+layout(local_size_x = 32, local_size_y = 1, local_size_z = 1) in;
+
+layout (binding = 0) readonly buffer A {A_TYPE data_a[];};
+layout (binding = 1) writeonly buffer D {D_TYPE data_b[];};
+
+void main() {
+    [[unroll]] for (uint wgy = 0; wgy < 256; wgy++) {
+        const uint i = gl_WorkGroupID.x * 256 + wgy;
+        if (i >= p.M * p.K / QUANT_K) {
+            return;
+        }
+
+        const uint tid = gl_LocalInvocationID.x;
+        const uint il = tid / 8;
+        const uint ir = tid % 8;
+        const uint is = 2 * il;
+        const uint n = 4;
+
+        const FLOAT_TYPE dall = FLOAT_TYPE(data_a[i].d.x);
+        const FLOAT_TYPE dmin = FLOAT_TYPE(data_a[i].d.y);
+
+        const uint y_idx = i * QUANT_K + 64 * il + n * ir;
+        const uint qs_idx = 32*il + n * ir;
+
+        uint8_t sc;
+        uint8_t m;
+        if (is < 4) {
+            sc = uint8_t(data_a[i].scales[is] & 63);
+            m  = uint8_t(data_a[i].scales[is + 4] & 63);
+        } else {
+            sc = uint8_t((data_a[i].scales[is + 4] & 0xF) | ((data_a[i].scales[is - 4] >> 6) << 4));
+            m  = uint8_t((data_a[i].scales[is + 4] >>  4) | ((data_a[i].scales[is    ] >> 6) << 4));
+        }
+        const FLOAT_TYPE d1 = dall * sc;
+        const FLOAT_TYPE m1 = dmin * m;
+
+        if (is < 4) {
+            sc = uint8_t(data_a[i].scales[is + 1] & 63);
+            m  = uint8_t(data_a[i].scales[is + 5] & 63);
+        } else {
+            sc = uint8_t((data_a[i].scales[is + 5] & 0xF) | ((data_a[i].scales[is - 3] >> 6) << 4));
+            m  = uint8_t((data_a[i].scales[is + 5] >>  4) | ((data_a[i].scales[is + 1] >> 6) << 4));
+        }
+        const FLOAT_TYPE d2 = dall * sc;
+        const FLOAT_TYPE m2 = dmin * m;
+
+        [[unroll]] for (uint l = 0; l < n; ++l) {
+            data_b[y_idx + l     ] = D_TYPE(d1 * FLOAT_TYPE(data_a[i].qs[qs_idx + l] & 0xF) - m1);
+            data_b[y_idx + l + 32] = D_TYPE(d2 * FLOAT_TYPE(data_a[i].qs[qs_idx + l] >>  4) - m2);
+        }
+    }
+}

diff --git a/vulkan-shaders/dequant_q5_0.comp b/vulkan-shaders/dequant_q5_0.comp
new file mode 100644 (file)
index 0000000..b20b805
--- /dev/null
+++ b/vulkan-shaders/dequant_q5_0.comp
@@ -0,0 +1,34 @@
+#version 450
+
+#include "dequant_head.comp"
+
+layout(local_size_x = 256, local_size_y = 1, local_size_z = 1) in;
+
+layout (binding = 0) readonly buffer A {block_q5_0 data_a[];};
+layout (binding = 1) writeonly buffer D {D_TYPE data_b[];};
+
+void main() {
+    const uint i = gl_WorkGroupID.x * 4 + gl_LocalInvocationID.x / 64;
+
+    const uint tid = gl_LocalInvocationID.x % 64;
+    const uint il  = tid/32;
+    const uint ir  = tid%32;
+    const uint ib = 32*i + ir;
+    if (ib >= p.nel / 32) {
+        return;
+    }
+
+    const uint b_idx = 1024*i + 32*ir + 8*il;
+
+    const float d = float(data_a[ib].d);
+    const uint qh = uint(data_a[ib].qh[1]) << 16 | data_a[ib].qh[0];
+
+    const uint q_idx = 8*il;
+
+    [[unroll]] for (uint l = 0; l < 8; ++l) {
+        const uint iqs = q_idx + l;
+        const uint vui = uint(data_a[ib].qs[iqs]);
+        data_b[b_idx + l +  0] = D_TYPE(d * (((vui & 0xF) | (((qh >> iqs) << 4) & 0x10)) - 16.0f));
+        data_b[b_idx + l + 16] = D_TYPE(d * (((vui >>  4) | ((qh >> (iqs + 12)) & 0x10)) - 16.0f));
+    }
+}

diff --git a/vulkan-shaders/dequant_q5_1.comp b/vulkan-shaders/dequant_q5_1.comp
new file mode 100644 (file)
index 0000000..dc59fe3
--- /dev/null
+++ b/vulkan-shaders/dequant_q5_1.comp
@@ -0,0 +1,35 @@
+#version 450
+
+#include "dequant_head.comp"
+
+layout(local_size_x = 256, local_size_y = 1, local_size_z = 1) in;
+
+layout (binding = 0) readonly buffer A {block_q5_1 data_a[];};
+layout (binding = 1) writeonly buffer D {D_TYPE data_b[];};
+
+void main() {
+    const uint i = gl_WorkGroupID.x * 4 + gl_LocalInvocationID.x / 64;
+
+    const uint tid = gl_LocalInvocationID.x % 64;
+    const uint il  = tid/32;
+    const uint ir  = tid%32;
+    const uint ib = 32*i + ir;
+    if (ib >= p.nel / 32) {
+        return;
+    }
+
+    const uint b_idx = 1024*i + 32*ir + 8*il;
+
+    const float d = float(data_a[ib].d);
+    const float m = float(data_a[ib].m);
+    const uint qh = data_a[ib].qh;
+
+    const uint q_idx = 8*il;
+
+    [[unroll]] for (uint l = 0; l < 8; ++l) {
+        const uint iqs = q_idx + l;
+        const uint vui = uint(data_a[ib].qs[iqs]);
+        data_b[b_idx + l +  0] = D_TYPE(d * (((vui & 0xF) | (((qh >> iqs) << 4) & 0x10))) + m);
+        data_b[b_idx + l + 16] = D_TYPE(d * (((vui >>  4) | ((qh >> (iqs + 12)) & 0x10))) + m);
+    }
+}

diff --git a/vulkan-shaders/dequant_q5_k.comp b/vulkan-shaders/dequant_q5_k.comp
new file mode 100644 (file)
index 0000000..f314a76
--- /dev/null
+++ b/vulkan-shaders/dequant_q5_k.comp
@@ -0,0 +1,58 @@
+#version 450
+
+#include "dequant_head.comp"
+
+layout(local_size_x = 64, local_size_y = 1, local_size_z = 1) in;
+
+layout (binding = 0) readonly buffer A {A_TYPE data_a[];};
+layout (binding = 1) writeonly buffer D {D_TYPE data_b[];};
+
+void main() {
+    [[unroll]] for (uint wgy = 0; wgy < 256; wgy++) {
+        const uint i = gl_WorkGroupID.x * 256 + wgy;
+        if (i >= p.M * p.K / QUANT_K) {
+            return;
+        }
+
+        const uint tid = gl_LocalInvocationID.x;
+        const uint il = tid / 16;
+        const uint ir = tid % 16;
+        const uint is = 2 * il;
+
+        const FLOAT_TYPE dall = FLOAT_TYPE(data_a[i].d.x);
+        const FLOAT_TYPE dmin = FLOAT_TYPE(data_a[i].d.y);
+
+        const uint y_idx = i * QUANT_K + 64 * il + 2 * ir;
+        const uint qs_idx = 32*il + 2 * ir;
+        const uint qh_idx = 2 * ir;
+
+        uint8_t sc;
+        uint8_t m;
+        if (is < 4) {
+            sc = uint8_t(data_a[i].scales[is] & 63);
+            m  = uint8_t(data_a[i].scales[is + 4] & 63);
+        } else {
+            sc = uint8_t((data_a[i].scales[is + 4] & 0xF) | ((data_a[i].scales[is - 4] >> 6) << 4));
+            m  = uint8_t((data_a[i].scales[is + 4] >>  4) | ((data_a[i].scales[is    ] >> 6) << 4));
+        }
+        const FLOAT_TYPE d1 = dall * sc;
+        const FLOAT_TYPE m1 = dmin * m;
+
+        if (is < 4) {
+            sc = uint8_t(data_a[i].scales[is + 1] & 63);
+            m  = uint8_t(data_a[i].scales[is + 5] & 63);
+        } else {
+            sc = uint8_t((data_a[i].scales[is + 5] & 0xF) | ((data_a[i].scales[is - 3] >> 6) << 4));
+            m  = uint8_t((data_a[i].scales[is + 5] >>  4) | ((data_a[i].scales[is + 1] >> 6) << 4));
+        }
+        const FLOAT_TYPE d2 = dall * sc;
+        const FLOAT_TYPE m2 = dmin * m;
+
+        const uint8_t hm1 = uint8_t(1 << (2 * il    ));
+        const uint8_t hm2 = uint8_t(1 << (2 * il + 1));
+        data_b[y_idx     ] = D_TYPE(d1 * FLOAT_TYPE((data_a[i].qs[qs_idx    ] & 0xF) + (((data_a[i].qh[qh_idx    ] & hm1) != 0) ? 16 : 0)) - m1);
+        data_b[y_idx +  1] = D_TYPE(d1 * FLOAT_TYPE((data_a[i].qs[qs_idx + 1] & 0xF) + (((data_a[i].qh[qh_idx + 1] & hm1) != 0) ? 16 : 0)) - m1);
+        data_b[y_idx + 32] = D_TYPE(d2 * FLOAT_TYPE((data_a[i].qs[qs_idx    ]  >> 4) + (((data_a[i].qh[qh_idx    ] & hm2) != 0) ? 16 : 0)) - m2);
+        data_b[y_idx + 33] = D_TYPE(d2 * FLOAT_TYPE((data_a[i].qs[qs_idx + 1]  >> 4) + (((data_a[i].qh[qh_idx + 1] & hm2) != 0) ? 16 : 0)) - m2);
+    }
+}

diff --git a/vulkan-shaders/dequant_q6_k.comp b/vulkan-shaders/dequant_q6_k.comp
new file mode 100644 (file)
index 0000000..0b91317
--- /dev/null
+++ b/vulkan-shaders/dequant_q6_k.comp
@@ -0,0 +1,33 @@
+#version 450
+
+#include "dequant_head.comp"
+
+layout(local_size_x = 64, local_size_y = 1, local_size_z = 1) in;
+
+layout (binding = 0) readonly buffer A {A_TYPE data_a[];};
+layout (binding = 1) writeonly buffer D {D_TYPE data_b[];};
+
+void main() {
+    [[unroll]] for (uint wgy = 0; wgy < 256; wgy++) {
+        const uint i = gl_WorkGroupID.x * 256 + wgy;
+        if (i >= p.M * p.K / QUANT_K) {
+            return;
+        }
+        const uint tid = gl_LocalInvocationID.x;
+        const uint ip = tid / 32;
+        const uint il = tid - 32 * ip;
+        const uint is = 8 * ip + il / 16;
+
+        const uint y_idx = i * QUANT_K + 128 * ip + il;
+
+        const uint ql_idx = 64 * ip + il;
+        const uint8_t qh = data_a[i].qh[32 * ip + il];
+
+        const FLOAT_TYPE d = FLOAT_TYPE(data_a[i].d);
+
+        data_b[y_idx +  0] = D_TYPE(d * FLOAT_TYPE(data_a[i].scales[is + 0] * (int8_t((data_a[i].ql[ql_idx +  0] & 0xF) | (((qh >> 0) & 3) << 4)) - 32)));
+        data_b[y_idx + 32] = D_TYPE(d * FLOAT_TYPE(data_a[i].scales[is + 2] * (int8_t((data_a[i].ql[ql_idx + 32] & 0xF) | (((qh >> 2) & 3) << 4)) - 32)));
+        data_b[y_idx + 64] = D_TYPE(d * FLOAT_TYPE(data_a[i].scales[is + 4] * (int8_t((data_a[i].ql[ql_idx +  0] >>  4) | (((qh >> 4) & 3) << 4)) - 32)));
+        data_b[y_idx + 96] = D_TYPE(d * FLOAT_TYPE(data_a[i].scales[is + 6] * (int8_t((data_a[i].ql[ql_idx + 32] >>  4) | (((qh >> 6) & 3) << 4)) - 32)));
+    }
+}

diff --git a/vulkan-shaders/dequant_q8_0.comp b/vulkan-shaders/dequant_q8_0.comp
new file mode 100644 (file)
index 0000000..bd1344a
--- /dev/null
+++ b/vulkan-shaders/dequant_q8_0.comp
@@ -0,0 +1,31 @@
+#version 450
+
+#include "dequant_head.comp"
+
+layout(local_size_x = 256, local_size_y = 1, local_size_z = 1) in;
+
+layout (binding = 0) readonly buffer A {block_q8_0 data_a[];};
+layout (binding = 1) writeonly buffer D {D_TYPE data_b[];};
+
+void main() {
+    const uint i = gl_WorkGroupID.x * 4 + gl_LocalInvocationID.x / 64;
+
+    const uint tid = gl_LocalInvocationID.x % 64;
+    const uint il  = tid/32;
+    const uint ir  = tid%32;
+    const uint ib = 32*i + ir;
+    if (ib >= p.nel / 32) {
+        return;
+    }
+
+    const uint b_idx = 1024*i + 32*ir + 16*il;
+
+    const float d = float(data_a[ib].d);
+
+    const uint q_idx = 16*il;
+
+    [[unroll]] for (uint l = 0; l < 16; l += 2) {
+        data_b[b_idx + l    ] = D_TYPE(d * data_a[ib].qs[q_idx + l    ]);
+        data_b[b_idx + l + 1] = D_TYPE(d * data_a[ib].qs[q_idx + l + 1]);
+    }
+}

diff --git a/vulkan-shaders/diag_mask_inf.comp b/vulkan-shaders/diag_mask_inf.comp
new file mode 100644 (file)
index 0000000..4e68742
--- /dev/null
+++ b/vulkan-shaders/diag_mask_inf.comp
@@ -0,0 +1,34 @@
+#version 450
+
+#extension GL_EXT_shader_16bit_storage : require
+#extension GL_EXT_control_flow_attributes : enable
+
+layout (push_constant) uniform parameter
+{
+    uint ncols;
+    uint rows_per_channel;
+    uint n_past;
+} p;
+
+#include "types.comp"
+
+layout(local_size_x = 512, local_size_y = 1, local_size_z = 1) in;
+
+layout (binding = 0) readonly buffer X {A_TYPE data_a[];};
+layout (binding = 1) writeonly buffer D {D_TYPE data_d[];};
+
+void main() {
+    const uint col = gl_GlobalInvocationID.y;
+    const uint row = gl_GlobalInvocationID.x;
+
+    if (col >= p.ncols) {
+        return;
+    }
+
+    const uint i = row*p.ncols + col;
+    if (col > p.n_past + row % p.rows_per_channel) {
+        data_d[i] = D_TYPE(uintBitsToFloat(0xFF800000));
+    } else {
+        data_d[i] = D_TYPE(data_a[i]);
+    }
+}

diff --git a/vulkan-shaders/div.comp b/vulkan-shaders/div.comp
new file mode 100644 (file)
index 0000000..8ee4bfc
--- /dev/null
+++ b/vulkan-shaders/div.comp
@@ -0,0 +1,12 @@
+#version 450
+
+#include "types.comp"
+#include "generic_binary_head.comp"
+
+void main() {
+    if (gl_GlobalInvocationID.x >= p.ne) {
+        return;
+    }
+
+    data_d[p.d_offset + dst_idx(gl_GlobalInvocationID.x)] = D_TYPE(FLOAT_TYPE(data_a[src0_idx(gl_GlobalInvocationID.x)]) / FLOAT_TYPE(data_b[src1_idx(gl_GlobalInvocationID.x)]));
+}

diff --git a/vulkan-shaders/gelu.comp b/vulkan-shaders/gelu.comp
new file mode 100644 (file)
index 0000000..9fe807c
--- /dev/null
+++ b/vulkan-shaders/gelu.comp
@@ -0,0 +1,25 @@
+#version 450
+
+#include "generic_head.comp"
+#include "types.comp"
+
+#extension GL_EXT_control_flow_attributes : enable
+
+layout(local_size_x = 512, local_size_y = 1, local_size_z = 1) in;
+
+layout (binding = 0) readonly buffer X {A_TYPE data_a[];};
+layout (binding = 1) writeonly buffer D {D_TYPE data_d[];};
+
+void main() {
+    const float GELU_COEF_A    = 0.044715f;
+    const float SQRT_2_OVER_PI = 0.79788456080286535587989211986876f;
+    const uint i = gl_GlobalInvocationID.x;
+
+    if (i >= p.KX) {
+        return;
+    }
+
+    const float xi = float(data_a[i]);
+    const float val = SQRT_2_OVER_PI*xi*(1.0f + GELU_COEF_A*xi*xi);
+    data_d[i] = D_TYPE(0.5f*xi*(2.0f - 2.0f / (exp(2 * val) + 1)));
+}

diff --git a/vulkan-shaders/generic_binary_head.comp b/vulkan-shaders/generic_binary_head.comp
new file mode 100644 (file)
index 0000000..ab45d25
--- /dev/null
+++ b/vulkan-shaders/generic_binary_head.comp
@@ -0,0 +1,48 @@
+#extension GL_EXT_shader_16bit_storage : require
+
+layout (push_constant) uniform parameter
+{
+    uint ne;
+    uint ne00; uint ne01; uint ne02; uint ne03; uint nb00; uint nb01; uint nb02; uint nb03;
+    uint ne10; uint ne11; uint ne12; uint ne13; uint nb10; uint nb11; uint nb12; uint nb13;
+    uint ne20; uint ne21; uint ne22; uint ne23; uint nb20; uint nb21; uint nb22; uint nb23;
+    uint d_offset;
+    float param1; float param2;
+} p;
+
+layout(local_size_x = 512, local_size_y = 1, local_size_z = 1) in;
+
+layout (binding = 0) readonly buffer A {A_TYPE data_a[];};
+layout (binding = 1) readonly buffer B {B_TYPE data_b[];};
+layout (binding = 2) writeonly buffer D {D_TYPE data_d[];};
+
+uint src0_idx(uint idx) {
+    const uint i03 = idx / (p.ne02*p.ne01*p.ne00);
+    const uint i03_offset = i03 * p.ne02*p.ne01*p.ne00;
+    const uint i02 = (idx - i03_offset) / (p.ne01*p.ne00);
+    const uint i02_offset = i02*p.ne01*p.ne00;
+    const uint i01 = (idx - i03_offset - i02_offset) / p.ne00;
+    const uint i00 = idx - i03_offset - i02_offset - i01*p.ne00;
+    return i03*p.nb03 + i02*p.nb02 + i01*p.nb01 + i00*p.nb00;
+}
+
+uint src1_idx(uint idx) {
+    const uint i03 = idx / (p.ne02*p.ne01*p.ne00);
+    const uint i03_offset = i03 * p.ne02*p.ne01*p.ne00;
+    const uint i02 = (idx - i03_offset) / (p.ne01*p.ne00);
+    const uint i02_offset = i02*p.ne01*p.ne00;
+    const uint i01 = (idx - i03_offset - i02_offset) / p.ne00;
+    const uint i00 = idx - i03_offset - i02_offset - i01*p.ne00;
+
+    return (i03 % p.ne13)*p.nb13 + (i02 % p.ne12)*p.nb12 + (i01 % p.ne11)*p.nb11 + (i00 % p.ne10)*p.nb10;
+}
+
+uint dst_idx(uint idx) {
+    const uint i23 = idx / (p.ne22*p.ne21*p.ne20);
+    const uint i23_offset = i23 * p.ne22*p.ne21*p.ne20;
+    const uint i22 = (idx - i23_offset) / (p.ne21*p.ne20);
+    const uint i22_offset = i22*p.ne21*p.ne20;
+    const uint i21 = (idx - i23_offset - i22_offset) / p.ne20;
+    const uint i20 = idx - i23_offset - i22_offset - i21*p.ne20;
+    return i23*p.nb23 + i22*p.nb22 + i21*p.nb21 + i20*p.nb20;
+}

diff --git a/vulkan-shaders/generic_head.comp b/vulkan-shaders/generic_head.comp
new file mode 100644 (file)
index 0000000..66e46ae
--- /dev/null
+++ b/vulkan-shaders/generic_head.comp
@@ -0,0 +1,9 @@
+#extension GL_EXT_shader_16bit_storage : require
+
+layout (push_constant) uniform parameter
+{
+    uint KX;
+    uint KY;
+    float param1;
+    float param2;
+} p;

diff --git a/vulkan-shaders/generic_unary_head.comp b/vulkan-shaders/generic_unary_head.comp
new file mode 100644 (file)
index 0000000..de08de7
--- /dev/null
+++ b/vulkan-shaders/generic_unary_head.comp
@@ -0,0 +1,35 @@
+#extension GL_EXT_shader_16bit_storage : require
+
+layout (push_constant) uniform parameter
+{
+    uint ne;
+    uint ne00; uint ne01; uint ne02; uint ne03; uint nb00; uint nb01; uint nb02; uint nb03;
+    uint ne10; uint ne11; uint ne12; uint ne13; uint nb10; uint nb11; uint nb12; uint nb13;
+    uint d_offset;
+    float param1; float param2;
+} p;
+
+layout(local_size_x = 512, local_size_y = 1, local_size_z = 1) in;
+
+layout (binding = 0) readonly buffer A {A_TYPE data_a[];};
+layout (binding = 1) writeonly buffer D {D_TYPE data_d[];};
+
+uint src0_idx(uint idx) {
+    const uint i03 = idx / (p.ne02*p.ne01*p.ne00);
+    const uint i03_offset = i03 * p.ne02*p.ne01*p.ne00;
+    const uint i02 = (idx - i03_offset) / (p.ne01*p.ne00);
+    const uint i02_offset = i02*p.ne01*p.ne00;
+    const uint i01 = (idx - i03_offset - i02_offset) / p.ne00;
+    const uint i00 = idx - i03_offset - i02_offset - i01*p.ne00;
+    return i03*p.nb03 + i02*p.nb02 + i01*p.nb01 + i00*p.nb00;
+}
+
+uint dst_idx(uint idx) {
+    const uint i13 = idx / (p.ne12*p.ne11*p.ne10);
+    const uint i13_offset = i13 * p.ne12*p.ne11*p.ne10;
+    const uint i12 = (idx - i13_offset) / (p.ne11*p.ne10);
+    const uint i12_offset = i12*p.ne11*p.ne10;
+    const uint i11 = (idx - i13_offset - i12_offset) / p.ne10;
+    const uint i10 = idx - i13_offset - i12_offset - i11*p.ne10;
+    return i13*p.nb13 + i12*p.nb12 + i11*p.nb11 + i10*p.nb10;
+}

diff --git a/vulkan-shaders/get_rows.comp b/vulkan-shaders/get_rows.comp
new file mode 100644 (file)
index 0000000..e9ff22e
--- /dev/null
+++ b/vulkan-shaders/get_rows.comp
@@ -0,0 +1,26 @@
+#version 450
+
+#include "types.comp"
+#include "generic_binary_head.comp"
+
+void main() {
+    const uint i00 = gl_GlobalInvocationID.x;
+    const uint i10 = gl_GlobalInvocationID.y;
+    const uint i11 = (gl_GlobalInvocationID.z)/p.ne12;
+    const uint i12 = (gl_GlobalInvocationID.z)%p.ne12;
+
+    if (i00 >= p.ne00) {
+        return;
+    }
+
+    const uint i01 = data_b[i10*p.nb10 + i11*p.nb11 + i12*p.nb12];
+
+    const uint a_offset = i01*p.nb01 + i11*p.nb02 + i12*p.nb03;
+    const uint d_offset = i10*p.nb21 + i11*p.nb22 + i12*p.nb23;
+
+#ifndef OPTIMIZATION_ERROR_WORKAROUND
+    data_d[d_offset + i00] = D_TYPE(data_a[a_offset + i00]);
+#else
+    data_d[d_offset + i00] = data_a[a_offset + i00];
+#endif
+}

diff --git a/vulkan-shaders/get_rows_quant.comp b/vulkan-shaders/get_rows_quant.comp
new file mode 100644 (file)
index 0000000..53a9a96
--- /dev/null
+++ b/vulkan-shaders/get_rows_quant.comp
@@ -0,0 +1,31 @@
+#version 450
+
+#include "types.comp"
+#include "generic_binary_head.comp"
+#include "dequant_funcs.comp"
+
+void main() {
+    const uint i00 = (gl_GlobalInvocationID.x)*2;
+    const uint i10 = gl_GlobalInvocationID.y;
+    const uint i11 = (gl_GlobalInvocationID.z)/p.ne12;
+    const uint i12 = (gl_GlobalInvocationID.z)%p.ne12;
+
+    if (i00 >= p.ne00) {
+        return;
+    }
+
+    const uint i01 = data_b[i10*p.nb10 + i11*p.nb11 + i12*p.nb12];
+
+    const uint a_offset = i01*p.nb01 + i11*p.nb02 + i12*p.nb03;
+    const uint d_offset = i10*p.nb21 + i11*p.nb22 + i12*p.nb23;
+
+    const uint ib = a_offset + i00/QUANT_K; // block index
+    const uint iqs = (i00%QUANT_K)/QUANT_R; // quant index
+    const uint iybs = i00 - i00%QUANT_K; // dst block start index
+    const uint y_offset = QUANT_R == 1 ? 1 : QUANT_K/2;
+
+    vec2 v = dequantize(ib, iqs, 0);
+
+    data_d[d_offset + iybs + iqs           ] = D_TYPE(v.x);
+    data_d[d_offset + iybs + iqs + y_offset] = D_TYPE(v.y);
+}

diff --git a/vulkan-shaders/mul.comp b/vulkan-shaders/mul.comp
new file mode 100644 (file)
index 0000000..bbb0aa1
--- /dev/null
+++ b/vulkan-shaders/mul.comp
@@ -0,0 +1,12 @@
+#version 450
+
+#include "types.comp"
+#include "generic_binary_head.comp"
+
+void main() {
+    if (gl_GlobalInvocationID.x >= p.ne) {
+        return;
+    }
+
+    data_d[p.d_offset + dst_idx(gl_GlobalInvocationID.x)] = D_TYPE(FLOAT_TYPE(data_a[src0_idx(gl_GlobalInvocationID.x)]) * FLOAT_TYPE(data_b[src1_idx(gl_GlobalInvocationID.x)]));
+}

diff --git a/vulkan-shaders/mul_mat_split_k_reduce.comp b/vulkan-shaders/mul_mat_split_k_reduce.comp
new file mode 100644 (file)
index 0000000..825b910
--- /dev/null
+++ b/vulkan-shaders/mul_mat_split_k_reduce.comp
@@ -0,0 +1,29 @@
+#version 450
+
+#extension GL_EXT_control_flow_attributes : enable
+
+layout(local_size_x = 256, local_size_y = 1, local_size_z = 1) in;
+
+layout (binding = 0) readonly buffer A {float data_a[];};
+layout (binding = 1) writeonly buffer D {float data_d[];};
+
+layout (push_constant) uniform parameter {
+    uint ne;
+    uint k_num;
+} p;
+
+void main() {
+    const uint idx = gl_GlobalInvocationID.x;
+
+    if (idx >= p.ne) {
+        return;
+    }
+
+    float result = 0.0f;
+
+    [[unroll]] for (uint i = 0; i < p.k_num; i++) {
+        result += data_a[i * p.ne + idx];
+    }
+
+    data_d[idx] = result;
+}

diff --git a/vulkan-shaders/mul_mat_vec.comp b/vulkan-shaders/mul_mat_vec.comp
new file mode 100644 (file)
index 0000000..292ccfd
--- /dev/null
+++ b/vulkan-shaders/mul_mat_vec.comp
@@ -0,0 +1,50 @@
+#version 450
+
+#ifdef FLOAT16
+#extension GL_EXT_shader_explicit_arithmetic_types_float16 : require
+#endif
+
+#include "mul_mat_vec_base.comp"
+
+layout(local_size_x_id = 0, local_size_y = 1, local_size_z = 1) in;
+
+layout (constant_id = 0) const uint BLOCK_SIZE = 32;
+
+shared FLOAT_TYPE tmp[BLOCK_SIZE];
+
+void main() {
+    const uint row = gl_WorkGroupID.x;
+    const uint tid = gl_LocalInvocationID.x;
+
+    uint a_offset, b_offset, d_offset;
+    get_offsets(a_offset, b_offset, d_offset);
+
+    const uint y_offset = QUANT_R == 1 ? 1 : QUANT_K/2;
+
+    tmp[tid] = FLOAT_TYPE(0.0f);
+
+    [[unroll]] for (uint i = 0; i < p.ncols/BLOCK_SIZE; i += 2) {
+        const uint col = i*BLOCK_SIZE + 2*tid;
+        const uint ib = (row*p.ncols + col)/QUANT_K; // block index
+        const uint iqs = (col%QUANT_K)/QUANT_R; // quant index
+        const uint iybs = col - col%QUANT_K; // y block start index
+
+        vec2 v = dequantize(ib, iqs, a_offset / QUANT_K);
+
+        // matrix multiplication
+        tmp[tid] += FLOAT_TYPE(v.x) * FLOAT_TYPE(data_b[b_offset + iybs + iqs]) +
+                    FLOAT_TYPE(v.y) * FLOAT_TYPE(data_b[b_offset + iybs + iqs + y_offset]);
+    }
+
+    // sum up partial sums and write back result
+    barrier();
+    [[unroll]] for (uint s = BLOCK_SIZE/2; s > 0; s >>= 1) {
+        if (tid < s) {
+            tmp[tid] += tmp[tid + s];
+        }
+        barrier();
+    }
+    if (tid == 0) {
+        data_d[d_offset + row] = D_TYPE(tmp[0]);
+    }
+}

diff --git a/vulkan-shaders/mul_mat_vec_base.comp b/vulkan-shaders/mul_mat_vec_base.comp
new file mode 100644 (file)
index 0000000..5920bc9
--- /dev/null
+++ b/vulkan-shaders/mul_mat_vec_base.comp
@@ -0,0 +1,81 @@
+#extension GL_EXT_control_flow_attributes : enable
+#extension GL_EXT_shader_16bit_storage : require
+#extension GL_EXT_shader_8bit_storage : require
+
+#define K_QUANTS_PER_ITERATION 2
+
+#ifdef MUL_MAT_ID
+#define EXPERT_COUNT 8
+#endif
+
+#include "types.comp"
+
+layout (binding = 0) readonly buffer A {A_TYPE data_a[];};
+layout (binding = 1) readonly buffer B {B_TYPE data_b[];};
+layout (binding = 2) writeonly buffer D {D_TYPE data_d[];};
+#ifdef MUL_MAT_ID
+layout (binding = 3) readonly buffer IDS {int data_ids[];};
+#endif
+
+#include "dequant_funcs.comp"
+
+layout (push_constant) uniform parameter
+{
+    uint ncols;
+    uint stride_a;
+    uint stride_b;
+    uint stride_d;
+
+    uint batch_stride_a;
+    uint batch_stride_b;
+    uint batch_stride_d;
+
+#ifdef MUL_MAT_ID
+    uint nei0;
+    uint ne11;
+#else
+    uint ne02;
+    uint ne12;
+    uint broadcast2;
+    uint broadcast3;
+#endif
+} p;
+
+void get_offsets(out uint a_offset, out uint b_offset, out uint d_offset) {
+#ifdef MUL_MAT_ID
+    const uint expert_idx = gl_GlobalInvocationID.y;
+#else
+    const uint batch_idx = gl_GlobalInvocationID.y;
+#endif
+
+#ifndef MUL_MAT_ID
+    const uint i13 = batch_idx / p.ne12;
+    const uint i12 = batch_idx % p.ne12;
+
+    const uint i03 = i13 / p.broadcast3;
+    const uint i02 = i12 / p.broadcast2;
+
+    const uint batch_idx_a = i03 * p.ne02 + i02;
+#else
+    const uint expert_id = data_ids[expert_idx];
+#endif
+
+    a_offset =
+#ifdef MUL_MAT_ID
+            expert_id * p.batch_stride_a;
+#else
+            batch_idx_a * p.batch_stride_a;
+#endif
+    b_offset =
+#ifdef MUL_MAT_ID
+            (expert_idx % p.ne11) * p.stride_b;
+#else
+            batch_idx * p.batch_stride_b;
+#endif
+    d_offset =
+#ifdef MUL_MAT_ID
+            expert_idx * p.stride_d;
+#else
+            batch_idx * p.batch_stride_d;
+#endif
+}

diff --git a/vulkan-shaders/mul_mat_vec_nc.comp b/vulkan-shaders/mul_mat_vec_nc.comp
new file mode 100644 (file)
index 0000000..cb3f3c0
--- /dev/null
+++ b/vulkan-shaders/mul_mat_vec_nc.comp
@@ -0,0 +1,71 @@
+#version 450
+
+#extension GL_EXT_control_flow_attributes : enable
+#extension GL_EXT_shader_16bit_storage : require
+
+#define BLOCK_SIZE 32
+#define FLOAT_TYPE float
+
+layout(local_size_x = BLOCK_SIZE, local_size_y = 1, local_size_z = 1) in;
+
+layout (binding = 0) readonly buffer A {A_TYPE data_a[];};
+layout (binding = 1) readonly buffer B {B_TYPE data_b[];};
+layout (binding = 2) writeonly buffer D {D_TYPE dst[];};
+
+layout (push_constant) uniform parameter
+{
+    uint ncols_x;
+    uint nrows_x;
+    uint row_stride_x;
+    uint channel_stride_x;
+    uint channel_x_divisor;
+    uint b_offset;
+    uint d_offset;
+} p;
+
+shared FLOAT_TYPE tmp[BLOCK_SIZE];
+
+void main() {
+    const uint tid       = gl_LocalInvocationID.x;
+    const uint row_x     = gl_GlobalInvocationID.y;
+    const uint channel   = gl_GlobalInvocationID.z;
+    const uint channel_x = channel / p.channel_x_divisor;
+
+    const uint nrows_y   = p.ncols_x;
+    const uint nrows_dst = p.nrows_x;
+    const uint row_dst   = row_x;
+
+    const uint idst = channel*nrows_dst + row_dst;
+
+    tmp[tid] = 0.0f;
+
+    for (uint col_x0 = 0; col_x0 < p.ncols_x; col_x0 += BLOCK_SIZE) {
+        const uint col_x = col_x0 + tid;
+
+        if (col_x >= p.ncols_x) {
+            break;
+        }
+
+        const uint row_y = col_x;
+
+        const uint ix = channel_x*p.channel_stride_x + row_x*p.row_stride_x + col_x;
+        const uint iy = channel*nrows_y + row_y;
+
+        const FLOAT_TYPE xi = FLOAT_TYPE(data_a[ix]);
+
+        tmp[tid] += xi * FLOAT_TYPE(data_b[iy]);
+    }
+
+    // sum up partial sums and write back result
+    barrier();
+    [[unroll]] for (int s = BLOCK_SIZE / 2; s > 0; s >>= 1) {
+        if (tid < s) {
+            tmp[tid] += tmp[tid + s];
+        }
+        barrier();
+    }
+
+    if (tid == 0) {
+        dst[idst] = tmp[0];
+    }
+}

diff --git a/vulkan-shaders/mul_mat_vec_p021.comp b/vulkan-shaders/mul_mat_vec_p021.comp
new file mode 100644 (file)
index 0000000..4b1871c
--- /dev/null
+++ b/vulkan-shaders/mul_mat_vec_p021.comp
@@ -0,0 +1,73 @@
+#version 450
+
+#extension GL_EXT_control_flow_attributes : enable
+#extension GL_EXT_shader_16bit_storage : require
+
+#define BLOCK_SIZE 32
+#define FLOAT_TYPE float
+
+layout(local_size_x = BLOCK_SIZE, local_size_y = 1, local_size_z = 1) in;
+
+layout (binding = 0) readonly buffer A {A_TYPE data_a[];};
+layout (binding = 1) readonly buffer B {B_TYPE data_b[];};
+layout (binding = 2) writeonly buffer D {D_TYPE dst[];};
+
+layout (push_constant) uniform parameter
+{
+    uint ncols_x;
+    uint nrows_x;
+    uint nchannels_x;
+    uint nchannels_y;
+    uint b_offset;
+    uint d_offset;
+} p;
+
+shared FLOAT_TYPE tmp[BLOCK_SIZE];
+
+void main() {
+    const uint tid = gl_LocalInvocationID.x;
+    const uint row_x = gl_GlobalInvocationID.y;
+    const uint channel = gl_GlobalInvocationID.z;
+    const uint channel_x = channel / (p.nchannels_y / p.nchannels_x);
+
+    const uint nrows_y = p.ncols_x;
+    const uint nrows_dst = p.nrows_x;
+    const uint row_dst = row_x;
+
+    tmp[tid] = FLOAT_TYPE(0.0f);
+
+    for (uint col_x0 = 0; col_x0 < p.ncols_x; col_x0 += BLOCK_SIZE) {
+        const uint col_x = col_x0 + tid;
+
+        if (col_x >= p.ncols_x) {
+            break;
+        }
+
+        // x is transposed and permuted
+        const uint ix = row_x*p.nchannels_x*p.ncols_x + channel_x*p.ncols_x + col_x;
+        const FLOAT_TYPE xi = FLOAT_TYPE(data_a[ix]);
+
+        const uint row_y = col_x;
+
+        // y is not transposed but permuted
+        const uint iy = channel*nrows_y + row_y;
+
+        tmp[tid] += xi * FLOAT_TYPE(data_b[iy]);
+    }
+
+    // dst is not transposed and not permuted
+    const uint idst = channel*nrows_dst + row_dst;
+
+    // sum up partial sums and write back result
+    barrier();
+    [[unroll]] for (int s = BLOCK_SIZE / 2; s > 0; s >>= 1) {
+        if (tid < s) {
+            tmp[tid] += tmp[tid + s];
+        }
+        barrier();
+    }
+
+    if (tid == 0) {
+        dst[idst] = tmp[0];
+    }
+}

diff --git a/vulkan-shaders/mul_mat_vec_q2_k.comp b/vulkan-shaders/mul_mat_vec_q2_k.comp
new file mode 100644 (file)
index 0000000..27bf6d5
--- /dev/null
+++ b/vulkan-shaders/mul_mat_vec_q2_k.comp
@@ -0,0 +1,73 @@
+#version 450
+
+#include "mul_mat_vec_base.comp"
+
+layout(local_size_x = 32, local_size_y = 1, local_size_z = 1) in;
+
+shared FLOAT_TYPE tmp[32];
+
+void main() {
+    const uint row = gl_WorkGroupID.x;
+
+    uint a_offset, b_offset, d_offset;
+    get_offsets(a_offset, b_offset, d_offset);
+
+    const uint num_blocks_per_row = p.ncols / QUANT_K;
+    const uint ib0 = a_offset / QUANT_K + row*num_blocks_per_row;
+
+    const uint tid = gl_LocalInvocationID.x/K_QUANTS_PER_ITERATION;  // 0...31 or 0...16
+    const uint ix  = gl_LocalInvocationID.x%K_QUANTS_PER_ITERATION;  // 0 or 0, 1
+
+    const uint step = 16/K_QUANTS_PER_ITERATION;            // 16 or 8
+
+    const uint v_im = tid/step;                             // 0 or 1. 0 computes 0..., 1 computes 128...
+    const uint v_in = tid - step*v_im;                      // 0...15 or 0...7
+
+    const uint l0 = K_QUANTS_PER_ITERATION*v_in;            // 0...15
+    const uint q_offset = 32*v_im + l0;
+    const uint s_offset = 8*v_im;
+    const uint y_offset = 128*v_im + l0;
+
+    tmp[16 * ix + tid] = FLOAT_TYPE(0.0); // partial sum for thread in warp
+
+    [[unroll]] for (uint i = ix; i < num_blocks_per_row; i += K_QUANTS_PER_ITERATION) {
+        const uint y_idx = i * QUANT_K + y_offset;
+
+        const FLOAT_TYPE dall = FLOAT_TYPE(data_a[ib0 + i].d.x);
+        const FLOAT_TYPE dmin = FLOAT_TYPE(data_a[ib0 + i].d.y);
+
+        FLOAT_TYPE sum1 = FLOAT_TYPE(0.0);
+        FLOAT_TYPE sum2 = FLOAT_TYPE(0.0);
+        for (int l = 0; l < K_QUANTS_PER_ITERATION; ++l) {
+            sum1 += FLOAT_TYPE(data_b[b_offset + y_idx + l +  0]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 0] & 0xF) * FLOAT_TYPE((data_a[ib0 + i].qs[q_offset + l + 0] >> 0) & 3)
+                  + FLOAT_TYPE(data_b[b_offset + y_idx + l + 16]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 1] & 0xF) * FLOAT_TYPE((data_a[ib0 + i].qs[q_offset + l +16] >> 0) & 3)
+                  + FLOAT_TYPE(data_b[b_offset + y_idx + l + 32]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 2] & 0xF) * FLOAT_TYPE((data_a[ib0 + i].qs[q_offset + l + 0] >> 2) & 3)
+                  + FLOAT_TYPE(data_b[b_offset + y_idx + l + 48]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 3] & 0xF) * FLOAT_TYPE((data_a[ib0 + i].qs[q_offset + l +16] >> 2) & 3)
+                  + FLOAT_TYPE(data_b[b_offset + y_idx + l + 64]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 4] & 0xF) * FLOAT_TYPE((data_a[ib0 + i].qs[q_offset + l + 0] >> 4) & 3)
+                  + FLOAT_TYPE(data_b[b_offset + y_idx + l + 80]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 5] & 0xF) * FLOAT_TYPE((data_a[ib0 + i].qs[q_offset + l +16] >> 4) & 3)
+                  + FLOAT_TYPE(data_b[b_offset + y_idx + l + 96]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 6] & 0xF) * FLOAT_TYPE((data_a[ib0 + i].qs[q_offset + l + 0] >> 6) & 3)
+                  + FLOAT_TYPE(data_b[b_offset + y_idx + l +112]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 7] & 0xF) * FLOAT_TYPE((data_a[ib0 + i].qs[q_offset + l +16] >> 6) & 3);
+            sum2 += FLOAT_TYPE(data_b[b_offset + y_idx + l +  0]) * FLOAT_TYPE((data_a[ib0 + i].scales[s_offset + 0] >> 4) & 0xF)
+                  + FLOAT_TYPE(data_b[b_offset + y_idx + l + 16]) * FLOAT_TYPE((data_a[ib0 + i].scales[s_offset + 1] >> 4) & 0xF)
+                  + FLOAT_TYPE(data_b[b_offset + y_idx + l + 32]) * FLOAT_TYPE((data_a[ib0 + i].scales[s_offset + 2] >> 4) & 0xF)
+                  + FLOAT_TYPE(data_b[b_offset + y_idx + l + 48]) * FLOAT_TYPE((data_a[ib0 + i].scales[s_offset + 3] >> 4) & 0xF)
+                  + FLOAT_TYPE(data_b[b_offset + y_idx + l + 64]) * FLOAT_TYPE((data_a[ib0 + i].scales[s_offset + 4] >> 4) & 0xF)
+                  + FLOAT_TYPE(data_b[b_offset + y_idx + l + 80]) * FLOAT_TYPE((data_a[ib0 + i].scales[s_offset + 5] >> 4) & 0xF)
+                  + FLOAT_TYPE(data_b[b_offset + y_idx + l + 96]) * FLOAT_TYPE((data_a[ib0 + i].scales[s_offset + 6] >> 4) & 0xF)
+                  + FLOAT_TYPE(data_b[b_offset + y_idx + l +112]) * FLOAT_TYPE((data_a[ib0 + i].scales[s_offset + 7] >> 4) & 0xF);
+        }
+        tmp[16 * ix + tid] += dall * sum1 - dmin * sum2;
+    }
+
+    // sum up partial sums and write back result
+    barrier();
+    [[unroll]] for (uint s = 16; s > 0; s >>= 1) {
+        if (tid < s) {
+            tmp[tid] += tmp[tid + s];
+        }
+        barrier();
+    }
+    if (tid == 0) {
+        data_d[d_offset + row] = D_TYPE(tmp[0]);
+    }
+}

diff --git a/vulkan-shaders/mul_mat_vec_q3_k.comp b/vulkan-shaders/mul_mat_vec_q3_k.comp
new file mode 100644 (file)
index 0000000..7c837fe
--- /dev/null
+++ b/vulkan-shaders/mul_mat_vec_q3_k.comp
@@ -0,0 +1,66 @@
+#version 450
+
+#include "mul_mat_vec_base.comp"
+
+layout(local_size_x = 32, local_size_y = 1, local_size_z = 1) in;
+
+shared FLOAT_TYPE tmp[32];
+
+void main() {
+    const uint row = gl_WorkGroupID.x;
+
+    uint a_offset, b_offset, d_offset;
+    get_offsets(a_offset, b_offset, d_offset);
+
+    const uint num_blocks_per_row = p.ncols / QUANT_K;
+    const uint ib0 = a_offset / QUANT_K + row*num_blocks_per_row;
+
+    const uint tid = gl_LocalInvocationID.x/K_QUANTS_PER_ITERATION;  // 0...31 or 0...16
+    const uint ix  = gl_LocalInvocationID.x%K_QUANTS_PER_ITERATION;  // 0 or 0, 1
+
+    const uint step = 16/K_QUANTS_PER_ITERATION;            // 16 or 8
+
+    const uint v_im = tid/step;                             // 0 or 1. 0 computes 0..., 1 computes 128...
+    const uint v_in = tid - step*v_im;                      // 0...15 or 0...7
+
+    const uint8_t m = uint8_t(1 << (4 * v_im));
+
+    const uint l0 = K_QUANTS_PER_ITERATION*v_in;            // 0...15
+    const uint q_offset = 32*v_im + l0;
+    const uint y_offset = 128*v_im + l0;
+
+    tmp[16 * ix + tid] = FLOAT_TYPE(0.0); // partial sum for thread in warp
+
+    const uint s_shift = 4 * v_im;
+
+    [[unroll]] for (uint i = ix; i < num_blocks_per_row; i += K_QUANTS_PER_ITERATION) {
+        const uint y_idx = i * QUANT_K + y_offset;
+
+        const FLOAT_TYPE d = FLOAT_TYPE(data_a[ib0 + i].d);
+
+        FLOAT_TYPE sum = FLOAT_TYPE(0.0);
+        for (int l = 0; l < K_QUANTS_PER_ITERATION; ++l) {
+            sum += FLOAT_TYPE(data_b[b_offset + y_idx + l +  0]) * FLOAT_TYPE(int8_t(((data_a[ib0 + i].scales[0] >> s_shift) & 0xF) | ((data_a[ib0 + i].scales[ 8] >> (s_shift + 0) & 0x3) << 4)) - 32) * FLOAT_TYPE(((data_a[ib0 + i].qs[q_offset + l   ]     ) & 3) - (((data_a[ib0 + i].hmask[l0 + l   ] & (m << 0)) != 0) ? 0 : 4))
+                 + FLOAT_TYPE(data_b[b_offset + y_idx + l + 32]) * FLOAT_TYPE(int8_t(((data_a[ib0 + i].scales[2] >> s_shift) & 0xF) | ((data_a[ib0 + i].scales[10] >> (s_shift + 0) & 0x3) << 4)) - 32) * FLOAT_TYPE(((data_a[ib0 + i].qs[q_offset + l   ] >> 2) & 3) - (((data_a[ib0 + i].hmask[l0 + l   ] & (m << 1)) != 0) ? 0 : 4))
+                 + FLOAT_TYPE(data_b[b_offset + y_idx + l + 64]) * FLOAT_TYPE(int8_t(((data_a[ib0 + i].scales[4] >> s_shift) & 0xF) | ((data_a[ib0 + i].scales[ 8] >> (s_shift + 2) & 0x3) << 4)) - 32) * FLOAT_TYPE(((data_a[ib0 + i].qs[q_offset + l   ] >> 4) & 3) - (((data_a[ib0 + i].hmask[l0 + l   ] & (m << 2)) != 0) ? 0 : 4))
+                 + FLOAT_TYPE(data_b[b_offset + y_idx + l + 96]) * FLOAT_TYPE(int8_t(((data_a[ib0 + i].scales[6] >> s_shift) & 0xF) | ((data_a[ib0 + i].scales[10] >> (s_shift + 2) & 0x3) << 4)) - 32) * FLOAT_TYPE(((data_a[ib0 + i].qs[q_offset + l   ] >> 6) & 3) - (((data_a[ib0 + i].hmask[l0 + l   ] & (m << 3)) != 0) ? 0 : 4))
+                 + FLOAT_TYPE(data_b[b_offset + y_idx + l + 16]) * FLOAT_TYPE(int8_t(((data_a[ib0 + i].scales[1] >> s_shift) & 0xF) | ((data_a[ib0 + i].scales[ 9] >> (s_shift + 0) & 0x3) << 4)) - 32) * FLOAT_TYPE(((data_a[ib0 + i].qs[q_offset + l+16]     ) & 3) - (((data_a[ib0 + i].hmask[l0 + l+16] & (m << 0)) != 0) ? 0 : 4))
+                 + FLOAT_TYPE(data_b[b_offset + y_idx + l + 48]) * FLOAT_TYPE(int8_t(((data_a[ib0 + i].scales[3] >> s_shift) & 0xF) | ((data_a[ib0 + i].scales[11] >> (s_shift + 0) & 0x3) << 4)) - 32) * FLOAT_TYPE(((data_a[ib0 + i].qs[q_offset + l+16] >> 2) & 3) - (((data_a[ib0 + i].hmask[l0 + l+16] & (m << 1)) != 0) ? 0 : 4))
+                 + FLOAT_TYPE(data_b[b_offset + y_idx + l + 80]) * FLOAT_TYPE(int8_t(((data_a[ib0 + i].scales[5] >> s_shift) & 0xF) | ((data_a[ib0 + i].scales[ 9] >> (s_shift + 2) & 0x3) << 4)) - 32) * FLOAT_TYPE(((data_a[ib0 + i].qs[q_offset + l+16] >> 4) & 3) - (((data_a[ib0 + i].hmask[l0 + l+16] & (m << 2)) != 0) ? 0 : 4))
+                 + FLOAT_TYPE(data_b[b_offset + y_idx + l +112]) * FLOAT_TYPE(int8_t(((data_a[ib0 + i].scales[7] >> s_shift) & 0xF) | ((data_a[ib0 + i].scales[11] >> (s_shift + 2) & 0x3) << 4)) - 32) * FLOAT_TYPE(((data_a[ib0 + i].qs[q_offset + l+16] >> 6) & 3) - (((data_a[ib0 + i].hmask[l0 + l+16] & (m << 3)) != 0) ? 0 : 4));
+        }
+        tmp[16 * ix + tid] += d * sum;
+    }
+
+    // sum up partial sums and write back result
+    barrier();
+    [[unroll]] for (uint s = 16; s > 0; s >>= 1) {
+        if (tid < s) {
+            tmp[tid] += tmp[tid + s];
+        }
+        barrier();
+    }
+    if (tid == 0) {
+        data_d[d_offset + row] = D_TYPE(tmp[0]);
+    }
+}

diff --git a/vulkan-shaders/mul_mat_vec_q4_k.comp b/vulkan-shaders/mul_mat_vec_q4_k.comp
new file mode 100644 (file)
index 0000000..1566f26
--- /dev/null
+++ b/vulkan-shaders/mul_mat_vec_q4_k.comp
@@ -0,0 +1,115 @@
+#version 450
+
+#include "mul_mat_vec_base.comp"
+
+layout(local_size_x = 32, local_size_y = 1, local_size_z = 1) in;
+
+shared FLOAT_TYPE tmp[32];
+
+void main() {
+    const uint row = gl_WorkGroupID.x;
+
+    uint a_offset, b_offset, d_offset;
+    get_offsets(a_offset, b_offset, d_offset);
+
+    const uint num_blocks_per_row = p.ncols / QUANT_K;
+    const uint ib0 = a_offset / QUANT_K + row*num_blocks_per_row;
+
+    const uint tid = gl_LocalInvocationID.x/K_QUANTS_PER_ITERATION;  // 0...31 or 0...16
+    const uint ix  = gl_LocalInvocationID.x%K_QUANTS_PER_ITERATION;  // 0 or 0, 1
+
+    const uint step = 8/K_QUANTS_PER_ITERATION;             // 8 or 4
+
+    const uint il = tid/step;                               // 0...3
+    const uint ir = tid - step*il;                          // 0...7 or 0...3
+    const uint n =  2 * K_QUANTS_PER_ITERATION;             // 2 or 4
+
+    const uint v_im = il / 2;  // 0 or 1. 0 computes 0,32 + 128,160, 1 computes 64,96 + 192,224
+    const uint v_in = il % 2;
+
+    const uint l0 = n * (2 * ir + v_in);            // 0...15
+    const uint q_offset = 32*v_im + l0;
+    const uint y_offset = 64*v_im + l0;
+
+    tmp[16 * ix + tid] = FLOAT_TYPE(0.0); // partial sum for thread in warp
+
+    [[unroll]] for (uint i = ix; i < num_blocks_per_row; i += K_QUANTS_PER_ITERATION) {
+        const uint y1_idx = i * QUANT_K + y_offset;
+        const uint y2_idx = y1_idx + 128;
+
+        const FLOAT_TYPE dall = FLOAT_TYPE(data_a[ib0 + i].d.x);
+        const FLOAT_TYPE dmin = FLOAT_TYPE(data_a[ib0 + i].d.y);
+
+        const uint8_t sc0 = uint8_t(  data_a[ib0 + i].scales[v_im * 2    ]       & 0x3f);
+        const uint8_t sc1 = uint8_t(  data_a[ib0 + i].scales[v_im * 2 + 1]       & 0x3f);
+        const uint8_t sc2 = uint8_t(  data_a[ib0 + i].scales[v_im * 2 + 4]       & 0x3f);
+        const uint8_t sc3 = uint8_t(  data_a[ib0 + i].scales[v_im * 2 + 5]       & 0x3f);
+        const uint8_t sc4 = uint8_t(( data_a[ib0 + i].scales[v_im * 2 + 8]       & 0x0f) | ((data_a[ib0 + i].scales[v_im * 2    ] & 0xc0) >> 2));
+        const uint8_t sc5 = uint8_t(( data_a[ib0 + i].scales[v_im * 2 + 9]       & 0x0f) | ((data_a[ib0 + i].scales[v_im * 2 + 1] & 0xc0) >> 2));
+        const uint8_t sc6 = uint8_t(((data_a[ib0 + i].scales[v_im * 2 + 8] >> 4) & 0x0f) | ((data_a[ib0 + i].scales[v_im * 2 + 4] & 0xc0) >> 2));
+        const uint8_t sc7 = uint8_t(((data_a[ib0 + i].scales[v_im * 2 + 9] >> 4) & 0x0f) | ((data_a[ib0 + i].scales[v_im * 2 + 5] & 0xc0) >> 2));
+
+#if K_QUANTS_PER_ITERATION == 2
+        const uint8_t q4_0  = uint8_t(data_a[ib0 + i].qs[q_offset     ] & 0xf);
+        const uint8_t q4_1  = uint8_t(data_a[ib0 + i].qs[q_offset +  1] & 0xf);
+        const uint8_t q4_2  = uint8_t(data_a[ib0 + i].qs[q_offset +  2] & 0xf);
+        const uint8_t q4_3  = uint8_t(data_a[ib0 + i].qs[q_offset +  3] & 0xf);
+        const uint8_t q4_4  = uint8_t(data_a[ib0 + i].qs[q_offset     ]  >> 4);
+        const uint8_t q4_5  = uint8_t(data_a[ib0 + i].qs[q_offset +  1]  >> 4);
+        const uint8_t q4_6  = uint8_t(data_a[ib0 + i].qs[q_offset +  2]  >> 4);
+        const uint8_t q4_7  = uint8_t(data_a[ib0 + i].qs[q_offset +  3]  >> 4);
+        const uint8_t q4_8  = uint8_t(data_a[ib0 + i].qs[q_offset + 64] & 0xf);
+        const uint8_t q4_9  = uint8_t(data_a[ib0 + i].qs[q_offset + 65] & 0xf);
+        const uint8_t q4_10 = uint8_t(data_a[ib0 + i].qs[q_offset + 66] & 0xf);
+        const uint8_t q4_11 = uint8_t(data_a[ib0 + i].qs[q_offset + 67] & 0xf);
+        const uint8_t q4_12 = uint8_t(data_a[ib0 + i].qs[q_offset + 64]  >> 4);
+        const uint8_t q4_13 = uint8_t(data_a[ib0 + i].qs[q_offset + 65]  >> 4);
+        const uint8_t q4_14 = uint8_t(data_a[ib0 + i].qs[q_offset + 66]  >> 4);
+        const uint8_t q4_15 = uint8_t(data_a[ib0 + i].qs[q_offset + 67]  >> 4);
+
+        const FLOAT_TYPE sx = FLOAT_TYPE(FLOAT_TYPE(data_b[b_offset + y1_idx]) * q4_0 + FLOAT_TYPE(data_b[b_offset + y1_idx + 1]) * q4_1 + FLOAT_TYPE(data_b[b_offset + y1_idx + 2]) * q4_2 + FLOAT_TYPE(data_b[b_offset + y1_idx + 3]) * q4_3);
+        const FLOAT_TYPE sy = FLOAT_TYPE(FLOAT_TYPE(data_b[b_offset + y1_idx + 32]) * q4_4 + FLOAT_TYPE(data_b[b_offset + y1_idx + 33]) * q4_5 + FLOAT_TYPE(data_b[b_offset + y1_idx + 34]) * q4_6 + FLOAT_TYPE(data_b[b_offset + y1_idx + 35]) * q4_7);
+        const FLOAT_TYPE sz = FLOAT_TYPE(FLOAT_TYPE(data_b[b_offset + y2_idx]) * q4_8 + FLOAT_TYPE(data_b[b_offset + y2_idx + 1]) * q4_9 + FLOAT_TYPE(data_b[b_offset + y2_idx + 2]) * q4_10 + FLOAT_TYPE(data_b[b_offset + y2_idx + 3]) * q4_11);
+        const FLOAT_TYPE sw = FLOAT_TYPE(FLOAT_TYPE(data_b[b_offset + y2_idx + 32]) * q4_12 + FLOAT_TYPE(data_b[b_offset + y2_idx + 33]) * q4_13 + FLOAT_TYPE(data_b[b_offset + y2_idx + 34]) * q4_14 + FLOAT_TYPE(data_b[b_offset + y2_idx + 35]) * q4_15);
+        const FLOAT_TYPE smin = FLOAT_TYPE(
+            FLOAT_TYPE(data_b[b_offset + y1_idx    ]) * sc2 + FLOAT_TYPE(data_b[b_offset + y1_idx + 32]) * sc3 + FLOAT_TYPE(data_b[b_offset + y2_idx    ]) * sc6 + FLOAT_TYPE(data_b[b_offset + y2_idx + 32]) * sc7
+          + FLOAT_TYPE(data_b[b_offset + y1_idx + 1]) * sc2 + FLOAT_TYPE(data_b[b_offset + y1_idx + 33]) * sc3 + FLOAT_TYPE(data_b[b_offset + y2_idx + 1]) * sc6 + FLOAT_TYPE(data_b[b_offset + y2_idx + 33]) * sc7
+          + FLOAT_TYPE(data_b[b_offset + y1_idx + 2]) * sc2 + FLOAT_TYPE(data_b[b_offset + y1_idx + 34]) * sc3 + FLOAT_TYPE(data_b[b_offset + y2_idx + 2]) * sc6 + FLOAT_TYPE(data_b[b_offset + y2_idx + 34]) * sc7
+          + FLOAT_TYPE(data_b[b_offset + y1_idx + 3]) * sc2 + FLOAT_TYPE(data_b[b_offset + y1_idx + 35]) * sc3 + FLOAT_TYPE(data_b[b_offset + y2_idx + 3]) * sc6 + FLOAT_TYPE(data_b[b_offset + y2_idx + 35]) * sc7
+        );
+        tmp[16 * ix + tid] += FLOAT_TYPE(dall * (sx * sc0 + sy * sc1 + sz * sc4 + sw * sc5) - dmin * smin);
+#else
+        const uint8_t q4_0 = uint8_t(data_a[ib0 + i].qs[q_offset     ] & 0xf);
+        const uint8_t q4_1 = uint8_t(data_a[ib0 + i].qs[q_offset +  1] & 0xf);
+        const uint8_t q4_2 = uint8_t(data_a[ib0 + i].qs[q_offset     ]  >> 4);
+        const uint8_t q4_3 = uint8_t(data_a[ib0 + i].qs[q_offset +  1]  >> 4);
+        const uint8_t q4_4 = uint8_t(data_a[ib0 + i].qs[q_offset + 64] & 0xf);
+        const uint8_t q4_5 = uint8_t(data_a[ib0 + i].qs[q_offset + 65] & 0xf);
+        const uint8_t q4_6 = uint8_t(data_a[ib0 + i].qs[q_offset + 64]  >> 4);
+        const uint8_t q4_7 = uint8_t(data_a[ib0 + i].qs[q_offset + 65]  >> 4);
+
+        const FLOAT_TYPE sx = FLOAT_TYPE(FLOAT_TYPE(data_b[b_offset + y1_idx     ]) * q4_0  + FLOAT_TYPE(data_b[b_offset + y1_idx +  1]) * q4_1);
+        const FLOAT_TYPE sy = FLOAT_TYPE(FLOAT_TYPE(data_b[b_offset + y1_idx + 32]) * q4_2  + FLOAT_TYPE(data_b[b_offset + y1_idx + 33]) * q4_3);
+        const FLOAT_TYPE sz = FLOAT_TYPE(FLOAT_TYPE(data_b[b_offset + y2_idx     ]) * q4_4  + FLOAT_TYPE(data_b[b_offset + y2_idx +  1]) * q4_5);
+        const FLOAT_TYPE sw = FLOAT_TYPE(FLOAT_TYPE(data_b[b_offset + y2_idx + 32]) * q4_6 + FLOAT_TYPE(data_b[b_offset + y2_idx + 33]) * q4_7);
+        const FLOAT_TYPE smin = FLOAT_TYPE(
+            FLOAT_TYPE(data_b[b_offset + y1_idx]) * sc2 + FLOAT_TYPE(data_b[b_offset + y1_idx + 32]) * sc3 + FLOAT_TYPE(data_b[b_offset + y2_idx]) * sc6 + FLOAT_TYPE(data_b[b_offset + y2_idx + 32]) * sc7
+          + FLOAT_TYPE(data_b[b_offset + y1_idx + 1]) * sc2 + FLOAT_TYPE(data_b[b_offset + y1_idx + 33]) * sc3 + FLOAT_TYPE(data_b[b_offset + y2_idx + 1]) * sc6 + FLOAT_TYPE(data_b[b_offset + y2_idx + 33]) * sc7
+        );
+
+        tmp[16 * ix + tid] += FLOAT_TYPE(dall * (sx * FLOAT_TYPE(data_a[ib0 + i].scales[v_im] & 0x3f) + sy * FLOAT_TYPE(data_a[ib0 + i].scales[v_im + 1] & 0x3f) + sz * FLOAT_TYPE((data_a[ib0 + i].scales[v_im + 4] & 0x0f) | ((data_a[ib0 + i].scales[v_im] & 0xc0) >> 2)) + sw * FLOAT_TYPE((data_a[ib0 + i].scales[v_im + 5] & 0x0f) | ((data_a[ib0 + i].scales[v_im + 1] & 0xc0) >> 2))) - dmin * smin);
+#endif
+    }
+
+    // sum up partial sums and write back result
+    barrier();
+    [[unroll]] for (uint s = 16; s > 0; s >>= 1) {
+        if (tid < s) {
+            tmp[tid] += tmp[tid + s];
+        }
+        barrier();
+    }
+    if (tid == 0) {
+        data_d[d_offset + row] = D_TYPE(tmp[0]);
+    }
+}

diff --git a/vulkan-shaders/mul_mat_vec_q5_k.comp b/vulkan-shaders/mul_mat_vec_q5_k.comp
new file mode 100644 (file)
index 0000000..4add643
--- /dev/null
+++ b/vulkan-shaders/mul_mat_vec_q5_k.comp
@@ -0,0 +1,111 @@
+#version 450
+
+#include "mul_mat_vec_base.comp"
+
+layout(local_size_x = 32, local_size_y = 1, local_size_z = 1) in;
+
+shared FLOAT_TYPE tmp[32];
+
+void main() {
+    const uint row = gl_WorkGroupID.x;
+
+    uint a_offset, b_offset, d_offset;
+    get_offsets(a_offset, b_offset, d_offset);
+
+    const uint num_blocks_per_row = p.ncols / QUANT_K;
+    const uint ib0 = a_offset / QUANT_K + row*num_blocks_per_row;
+
+    const uint tid = gl_LocalInvocationID.x/2;  // 0...31 or 0...16
+    const uint ix  = gl_LocalInvocationID.x%2;  // 0 or 0, 1
+
+    const uint il = tid/4;                           // 0...3
+    const uint ir = tid - 4*il;                      // 0...7 or 0...3
+
+    const uint v_im = il / 2;  // 0 or 1. 0 computes 0,32 + 128,160, 1 computes 64,96 + 192,224
+    const uint v_in = il % 2;
+
+    const uint l0 = 4*ir + 2*v_in;                   // 0...15
+    const uint q_offset = 32*v_im + l0;
+    const uint y_offset = 64*v_im + l0;
+
+    const uint8_t hm1 = uint8_t(1 << (2*v_im));
+    const uint8_t hm2 = uint8_t(hm1 << 4);
+
+    tmp[16 * ix + tid] = FLOAT_TYPE(0.0); // partial sum for thread in warp
+
+    [[unroll]] for (uint i = ix; i < num_blocks_per_row; i += 2) {
+        const uint y1_idx = i * QUANT_K + y_offset;
+        const uint y2_idx = y1_idx + 128;
+
+        const FLOAT_TYPE dall = FLOAT_TYPE(data_a[ib0 + i].d.x);
+        const FLOAT_TYPE dmin = FLOAT_TYPE(data_a[ib0 + i].d.y);
+
+        const uint8_t sc0 = uint8_t(  data_a[ib0 + i].scales[v_im * 2    ]       & 0x3f);
+        const uint8_t sc1 = uint8_t(  data_a[ib0 + i].scales[v_im * 2 + 1]       & 0x3f);
+        const uint8_t sc2 = uint8_t(  data_a[ib0 + i].scales[v_im * 2 + 4]       & 0x3f);
+        const uint8_t sc3 = uint8_t(  data_a[ib0 + i].scales[v_im * 2 + 5]       & 0x3f);
+        const uint8_t sc4 = uint8_t(( data_a[ib0 + i].scales[v_im * 2 + 8]       & 0x0f) | ((data_a[ib0 + i].scales[v_im * 2    ] & 0xc0) >> 2));
+        const uint8_t sc5 = uint8_t(( data_a[ib0 + i].scales[v_im * 2 + 9]       & 0x0f) | ((data_a[ib0 + i].scales[v_im * 2 + 1] & 0xc0) >> 2));
+        const uint8_t sc6 = uint8_t(((data_a[ib0 + i].scales[v_im * 2 + 8] >> 4) & 0x0f) | ((data_a[ib0 + i].scales[v_im * 2 + 4] & 0xc0) >> 2));
+        const uint8_t sc7 = uint8_t(((data_a[ib0 + i].scales[v_im * 2 + 9] >> 4) & 0x0f) | ((data_a[ib0 + i].scales[v_im * 2 + 5] & 0xc0) >> 2));
+
+        const uint8_t q4_0  = uint8_t(data_a[ib0 + i].qs[q_offset     ] & 0xf);
+        const uint8_t q4_1  = uint8_t(data_a[ib0 + i].qs[q_offset +  1] & 0xf);
+        const uint8_t q4_2  = uint8_t(data_a[ib0 + i].qs[q_offset + 16] & 0xf);
+        const uint8_t q4_3  = uint8_t(data_a[ib0 + i].qs[q_offset + 17] & 0xf);
+        const uint8_t q4_4  = uint8_t(data_a[ib0 + i].qs[q_offset     ]  >> 4);
+        const uint8_t q4_5  = uint8_t(data_a[ib0 + i].qs[q_offset +  1]  >> 4);
+        const uint8_t q4_6  = uint8_t(data_a[ib0 + i].qs[q_offset + 16]  >> 4);
+        const uint8_t q4_7  = uint8_t(data_a[ib0 + i].qs[q_offset + 17]  >> 4);
+        const uint8_t q4_8  = uint8_t(data_a[ib0 + i].qs[q_offset + 64] & 0xf);
+        const uint8_t q4_9  = uint8_t(data_a[ib0 + i].qs[q_offset + 65] & 0xf);
+        const uint8_t q4_10 = uint8_t(data_a[ib0 + i].qs[q_offset + 80] & 0xf);
+        const uint8_t q4_11 = uint8_t(data_a[ib0 + i].qs[q_offset + 81] & 0xf);
+        const uint8_t q4_12 = uint8_t(data_a[ib0 + i].qs[q_offset + 64]  >> 4);
+        const uint8_t q4_13 = uint8_t(data_a[ib0 + i].qs[q_offset + 65]  >> 4);
+        const uint8_t q4_14 = uint8_t(data_a[ib0 + i].qs[q_offset + 80]  >> 4);
+        const uint8_t q4_15 = uint8_t(data_a[ib0 + i].qs[q_offset + 81]  >> 4);
+
+        const FLOAT_TYPE sx = FLOAT_TYPE(
+            FLOAT_TYPE(data_b[b_offset + y1_idx     ]) * (q4_0 + (((data_a[ib0 + i].qh[l0     ] & hm1) != 0) ? 16 : 0))
+          + FLOAT_TYPE(data_b[b_offset + y1_idx +  1]) * (q4_1 + (((data_a[ib0 + i].qh[l0 +  1] & hm1) != 0) ? 16 : 0))
+          + FLOAT_TYPE(data_b[b_offset + y1_idx + 16]) * (q4_2 + (((data_a[ib0 + i].qh[l0 + 16] & hm1) != 0) ? 16 : 0))
+          + FLOAT_TYPE(data_b[b_offset + y1_idx + 17]) * (q4_3 + (((data_a[ib0 + i].qh[l0 + 17] & hm1) != 0) ? 16 : 0))
+        );
+        const FLOAT_TYPE sy = FLOAT_TYPE(
+            FLOAT_TYPE(data_b[b_offset + y1_idx + 32]) * (q4_4 + (((data_a[ib0 + i].qh[l0     ] & (hm1 << 1)) != 0) ? 16 : 0))
+          + FLOAT_TYPE(data_b[b_offset + y1_idx + 33]) * (q4_5 + (((data_a[ib0 + i].qh[l0 +  1] & (hm1 << 1)) != 0) ? 16 : 0))
+          + FLOAT_TYPE(data_b[b_offset + y1_idx + 48]) * (q4_6 + (((data_a[ib0 + i].qh[l0 + 16] & (hm1 << 1)) != 0) ? 16 : 0))
+          + FLOAT_TYPE(data_b[b_offset + y1_idx + 49]) * (q4_7 + (((data_a[ib0 + i].qh[l0 + 17] & (hm1 << 1)) != 0) ? 16 : 0))
+        );
+        const FLOAT_TYPE sz = FLOAT_TYPE(
+            FLOAT_TYPE(data_b[b_offset + y2_idx     ]) * (q4_8  + (((data_a[ib0 + i].qh[l0     ] & hm2) != 0) ? 16 : 0))
+          + FLOAT_TYPE(data_b[b_offset + y2_idx +  1]) * (q4_9  + (((data_a[ib0 + i].qh[l0 +  1] & hm2) != 0) ? 16 : 0))
+          + FLOAT_TYPE(data_b[b_offset + y2_idx + 16]) * (q4_10 + (((data_a[ib0 + i].qh[l0 + 16] & hm2) != 0) ? 16 : 0))
+          + FLOAT_TYPE(data_b[b_offset + y2_idx + 17]) * (q4_11 + (((data_a[ib0 + i].qh[l0 + 17] & hm2) != 0) ? 16 : 0))
+        );
+        const FLOAT_TYPE sw = FLOAT_TYPE(
+            FLOAT_TYPE(data_b[b_offset + y2_idx + 32]) * (q4_12 + (((data_a[ib0 + i].qh[l0     ] & (hm2 << 1)) != 0) ? 16 : 0))
+          + FLOAT_TYPE(data_b[b_offset + y2_idx + 33]) * (q4_13 + (((data_a[ib0 + i].qh[l0 +  1] & (hm2 << 1)) != 0) ? 16 : 0))
+          + FLOAT_TYPE(data_b[b_offset + y2_idx + 48]) * (q4_14 + (((data_a[ib0 + i].qh[l0 + 16] & (hm2 << 1)) != 0) ? 16 : 0))
+          + FLOAT_TYPE(data_b[b_offset + y2_idx + 49]) * (q4_15 + (((data_a[ib0 + i].qh[l0 + 17] & (hm2 << 1)) != 0) ? 16 : 0))
+        );
+        const FLOAT_TYPE smin = FLOAT_TYPE(
+            (FLOAT_TYPE(data_b[b_offset + y1_idx]) + FLOAT_TYPE(data_b[b_offset + y1_idx + 1]) + FLOAT_TYPE(data_b[b_offset + y1_idx + 16]) + FLOAT_TYPE(data_b[b_offset + y1_idx + 17])) * sc2 + (FLOAT_TYPE(data_b[b_offset + y1_idx + 32]) + FLOAT_TYPE(data_b[b_offset + y1_idx + 33]) + FLOAT_TYPE(data_b[b_offset + y1_idx + 48]) + FLOAT_TYPE(data_b[b_offset + y1_idx + 49])) * sc3
+          + (FLOAT_TYPE(data_b[b_offset + y2_idx]) + FLOAT_TYPE(data_b[b_offset + y2_idx + 1]) + FLOAT_TYPE(data_b[b_offset + y2_idx + 16]) + FLOAT_TYPE(data_b[b_offset + y2_idx + 17])) * sc6 + (FLOAT_TYPE(data_b[b_offset + y2_idx + 32]) + FLOAT_TYPE(data_b[b_offset + y2_idx + 33]) + FLOAT_TYPE(data_b[b_offset + y2_idx + 48]) + FLOAT_TYPE(data_b[b_offset + y2_idx + 49])) * sc7
+        );
+        tmp[16 * ix + tid] += FLOAT_TYPE(dall * (sx * sc0 + sy * sc1 + sz * sc4 + sw * sc5) - dmin * smin);
+    }
+
+    // sum up partial sums and write back result
+    barrier();
+    [[unroll]] for (uint s = 16; s > 0; s >>= 1) {
+        if (tid < s) {
+            tmp[tid] += tmp[tid + s];
+        }
+        barrier();
+    }
+    if (tid == 0) {
+        data_d[d_offset + row] = D_TYPE(tmp[0]);
+    }
+}

diff --git a/vulkan-shaders/mul_mat_vec_q6_k.comp b/vulkan-shaders/mul_mat_vec_q6_k.comp
new file mode 100644 (file)
index 0000000..8c550e7
--- /dev/null
+++ b/vulkan-shaders/mul_mat_vec_q6_k.comp
@@ -0,0 +1,79 @@
+#version 450
+
+#include "mul_mat_vec_base.comp"
+
+layout(local_size_x = 32, local_size_y = 1, local_size_z = 1) in;
+
+shared FLOAT_TYPE tmp[32];
+
+void main() {
+    const uint row = gl_WorkGroupID.x;
+
+    uint a_offset, b_offset, d_offset;
+    get_offsets(a_offset, b_offset, d_offset);
+
+    const uint num_blocks_per_row = p.ncols / QUANT_K;
+    const uint ib0 = a_offset / QUANT_K + row*num_blocks_per_row;
+
+    const uint tid = gl_LocalInvocationID.x/K_QUANTS_PER_ITERATION;  // 0...31 or 0...16
+    const uint ix  = gl_LocalInvocationID.x%K_QUANTS_PER_ITERATION;  // 0 or 0, 1
+
+    const uint step = 16/K_QUANTS_PER_ITERATION;            // 16 or 8
+
+    const uint v_im = tid/step;                             // 0 or 1. 0 computes 0..., 1 computes 128...
+    const uint v_in = tid - step*v_im;                      // 0...15 or 0...7
+
+#if K_QUANTS_PER_ITERATION == 1
+    const uint l0 = v_in;                                   // 0...15
+    const uint is = 0;
+#else
+    const uint l0 = 4 * v_in;                               // 0, 4, 8, ..., 28
+    const uint is = v_in / 4;
+#endif
+
+    const uint ql_offset = 64*v_im + l0;
+    const uint qh_offset = 32*v_im + l0;
+    const uint s_offset  =  8*v_im + is;
+    const uint y_offset = 128*v_im + l0;
+
+    tmp[16 * ix + tid] = FLOAT_TYPE(0.0); // partial sum for thread in warp
+
+    [[unroll]] for (uint i = ix; i < num_blocks_per_row; i += K_QUANTS_PER_ITERATION) {
+        const uint y_idx   = i * QUANT_K + y_offset;
+
+        const FLOAT_TYPE d = FLOAT_TYPE(data_a[ib0 + i].d);
+
+#if K_QUANTS_PER_ITERATION == 1
+        FLOAT_TYPE sum = FLOAT_TYPE(data_b[b_offset + y_idx +  0]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 0]) * d * FLOAT_TYPE(int8_t((data_a[ib0 + i].ql[ql_offset +  0] & 0xF) | ((data_a[ib0 + i].qh[qh_offset +  0] & 0x03) << 4)) - 32)
+                       + FLOAT_TYPE(data_b[b_offset + y_idx + 16]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 1]) * d * FLOAT_TYPE(int8_t((data_a[ib0 + i].ql[ql_offset + 16] & 0xF) | ((data_a[ib0 + i].qh[qh_offset + 16] & 0x03) << 4)) - 32)
+                       + FLOAT_TYPE(data_b[b_offset + y_idx + 32]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 2]) * d * FLOAT_TYPE(int8_t((data_a[ib0 + i].ql[ql_offset + 32] & 0xF) | ((data_a[ib0 + i].qh[qh_offset +  0] & 0x0c) << 2)) - 32)
+                       + FLOAT_TYPE(data_b[b_offset + y_idx + 48]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 3]) * d * FLOAT_TYPE(int8_t((data_a[ib0 + i].ql[ql_offset + 48] & 0xF) | ((data_a[ib0 + i].qh[qh_offset + 16] & 0x0c) << 2)) - 32)
+                       + FLOAT_TYPE(data_b[b_offset + y_idx + 64]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 4]) * d * FLOAT_TYPE(int8_t((data_a[ib0 + i].ql[ql_offset +  0]  >> 4) | ((data_a[ib0 + i].qh[qh_offset +  0] & 0x30) >> 0)) - 32)
+                       + FLOAT_TYPE(data_b[b_offset + y_idx + 80]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 5]) * d * FLOAT_TYPE(int8_t((data_a[ib0 + i].ql[ql_offset + 16]  >> 4) | ((data_a[ib0 + i].qh[qh_offset + 16] & 0x30) >> 0)) - 32)
+                       + FLOAT_TYPE(data_b[b_offset + y_idx + 96]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 6]) * d * FLOAT_TYPE(int8_t((data_a[ib0 + i].ql[ql_offset + 32]  >> 4) | ((data_a[ib0 + i].qh[qh_offset +  0] & 0xc0) >> 2)) - 32)
+                       + FLOAT_TYPE(data_b[b_offset + y_idx +112]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 7]) * d * FLOAT_TYPE(int8_t((data_a[ib0 + i].ql[ql_offset + 48]  >> 4) | ((data_a[ib0 + i].qh[qh_offset + 16] & 0xc0) >> 2)) - 32);
+        tmp[16 * ix + tid] += sum;
+#else
+        FLOAT_TYPE sum = FLOAT_TYPE(0.0);
+        [[unroll]] for (int l = 0; l < 4; ++l) {
+            sum += FLOAT_TYPE(data_b[b_offset + y_idx + l+ 0]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 0]) * d * FLOAT_TYPE(int8_t((data_a[ib0 + i].ql[ql_offset + l+ 0] & 0xF) | (((data_a[ib0 + i].qh[qh_offset + l] >> 0) & 3) << 4)) - 32)
+                 + FLOAT_TYPE(data_b[b_offset + y_idx + l+32]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 2]) * d * FLOAT_TYPE(int8_t((data_a[ib0 + i].ql[ql_offset + l+32] & 0xF) | (((data_a[ib0 + i].qh[qh_offset + l] >> 2) & 3) << 4)) - 32)
+                 + FLOAT_TYPE(data_b[b_offset + y_idx + l+64]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 4]) * d * FLOAT_TYPE(int8_t((data_a[ib0 + i].ql[ql_offset + l+ 0]  >> 4) | (((data_a[ib0 + i].qh[qh_offset + l] >> 4) & 3) << 4)) - 32)
+                 + FLOAT_TYPE(data_b[b_offset + y_idx + l+96]) * FLOAT_TYPE(data_a[ib0 + i].scales[s_offset + 6]) * d * FLOAT_TYPE(int8_t((data_a[ib0 + i].ql[ql_offset + l+32]  >> 4) | (((data_a[ib0 + i].qh[qh_offset + l] >> 6) & 3) << 4)) - 32);
+        }
+        tmp[16 * ix + tid] += sum;
+#endif
+    }
+
+    // sum up partial sums and write back result
+    barrier();
+    [[unroll]] for (uint s = 16; s > 0; s >>= 1) {
+        if (tid < s) {
+            tmp[tid] += tmp[tid + s];
+       }
+        barrier();
+    }
+    if (tid == 0) {
+        data_d[d_offset + row] = D_TYPE(tmp[0]);
+    }
+}

diff --git a/vulkan-shaders/mul_mm.comp b/vulkan-shaders/mul_mm.comp
new file mode 100644 (file)
index 0000000..7c2b45c
--- /dev/null
+++ b/vulkan-shaders/mul_mm.comp
@@ -0,0 +1,494 @@
+#version 450
+
+#extension GL_EXT_control_flow_attributes : enable
+#extension GL_EXT_shader_16bit_storage : require
+
+#ifdef FLOAT16
+#extension GL_EXT_shader_explicit_arithmetic_types_float16 : require
+#endif
+
+#ifdef MUL_MAT_ID
+#extension GL_EXT_shader_explicit_arithmetic_types_int16 : require
+#endif
+
+#include "types.comp"
+
+#ifndef LOAD_VEC_A
+#define LOAD_VEC_A 1
+#endif
+#ifndef LOAD_VEC_B
+#define LOAD_VEC_B 1
+#endif
+
+layout(local_size_x_id = 0, local_size_y = 1, local_size_z = 1) in;
+
+layout (binding = 0) readonly buffer A {A_TYPE data_a[];};
+layout (binding = 1) readonly buffer B {B_TYPE data_b[];};
+layout (binding = 2) writeonly buffer D {D_TYPE data_d[];};
+
+#ifdef MUL_MAT_ID
+layout (binding = 3) readonly buffer IDS {int data_ids[];};
+#endif
+
+layout (push_constant) uniform parameter
+{
+    uint M;
+    uint N;
+    uint K;
+    uint stride_a;
+    uint stride_b;
+    uint stride_d;
+
+    uint batch_stride_a;
+    uint batch_stride_b;
+    uint batch_stride_d;
+
+#ifdef MUL_MAT_ID
+    uint nei0;
+    uint nei1;
+    uint nbi1;
+    uint ne11;
+#else
+    uint k_split;
+    uint ne02;
+    uint ne12;
+    uint broadcast2;
+    uint broadcast3;
+#endif
+} p;
+
+layout (constant_id = 1) const uint BM = 64;
+layout (constant_id = 2) const uint BN = 64;
+layout (constant_id = 3) const uint BK = 16;  // Assumed to be 32 if working with a quant
+layout (constant_id = 4) const uint WM = 32;
+layout (constant_id = 5) const uint WN = 32;
+layout (constant_id = 6) const uint WMITER = 2;
+layout (constant_id = 7) const uint TM = 4;
+layout (constant_id = 8) const uint TN = 2;
+layout (constant_id = 9) const uint WARP = 32;
+
+shared FLOAT_TYPE buf_a[BM * (BK+1)];
+shared FLOAT_TYPE buf_b[BN * (BK+1)];
+
+#ifdef MUL_MAT_ID
+shared u16vec2 row_ids[2048];
+#endif
+
+void main() {
+#ifdef MUL_MAT_ID
+    const uint expert_idx = gl_GlobalInvocationID.z;
+#else
+    const uint batch_idx = gl_GlobalInvocationID.z;
+
+    const uint i13 = batch_idx / p.ne12;
+    const uint i12 = batch_idx % p.ne12;
+
+    const uint i03 = i13 / p.broadcast3;
+    const uint i02 = i12 / p.broadcast2;
+
+    const uint batch_idx_a = i03 * p.ne02 + i02;
+#endif
+
+    const uint blocks_m = (p.M + BM - 1) / BM;
+    const uint ir = gl_WorkGroupID.x % blocks_m;
+    const uint ik = gl_WorkGroupID.x / blocks_m;
+    const uint ic = gl_WorkGroupID.y;
+
+    const uint warp_i = gl_LocalInvocationID.x / WARP;
+    const uint warp_r = warp_i % (BM / WM);
+    const uint warp_c = warp_i / (BM / WM);
+
+    const uint WNITER = (WM * WN) / (WARP * TM * TN * WMITER);
+    const uint WSUBM = WM / WMITER;
+    const uint WSUBN = WN / WNITER;
+
+    const uint tiw = gl_LocalInvocationID.x % WARP;
+    const uint tiwr = tiw % (WSUBM / TM);
+    const uint tiwc = tiw / (WSUBM / TM);
+
+    const uint loadr_a = gl_LocalInvocationID.x % (BK / LOAD_VEC_A);
+    const uint loadc_a = gl_LocalInvocationID.x / (BK / LOAD_VEC_A);
+    const uint loadr_b = gl_LocalInvocationID.x % (BK / LOAD_VEC_B);
+    const uint loadc_b = gl_LocalInvocationID.x / (BK / LOAD_VEC_B);
+
+    const uint loadstride_a = gl_WorkGroupSize.x * LOAD_VEC_A / BK;
+    const uint loadstride_b = gl_WorkGroupSize.x * LOAD_VEC_B / BK;
+
+#ifdef MUL_MAT_ID
+    uint _ne1 = 0;
+    for (uint ii1 = 0; ii1 < p.nei1; ii1++) {
+        for (uint ii0 = 0; ii0 < p.nei0; ii0++) {
+            if (data_ids[ii1*p.nbi1 + ii0] == expert_idx) {
+                row_ids[_ne1] = u16vec2(ii0, ii1);
+                _ne1++;
+            }
+        }
+    }
+
+    barrier();
+
+    // Workgroup has no work
+    if (ic * BN >= _ne1) return;
+#endif
+
+#ifdef MUL_MAT_ID
+    const uint start_k = 0;
+    const uint end_k = p.K;
+#else
+    const uint start_k = ik * p.k_split;
+    const uint end_k = min(p.K, (ik + 1) * p.k_split);
+#endif
+
+    uint pos_a = (
+#ifdef MUL_MAT_ID
+        expert_idx * p.batch_stride_a +
+#else
+        batch_idx_a * p.batch_stride_a +
+#endif
+        ir * BM * p.stride_a + start_k) / LOAD_VEC_A;
+#ifdef MUL_MAT_ID
+    uint pos_b = 0;
+#else
+    uint pos_b = (batch_idx * p.batch_stride_b + ic * BN * p.stride_b + start_k) / LOAD_VEC_B;
+#endif
+
+    float sums[WMITER * TM * WNITER * TN];
+    FLOAT_TYPE cache_a[WMITER * TM];
+    FLOAT_TYPE cache_b[WNITER * TN];
+
+    [[unroll]] for (uint i = 0; i < WMITER*TM*WNITER*TN; i++) {
+        sums[i] = 0.0f;
+    }
+
+    [[unroll]] for (uint block = start_k; block < end_k; block += BK) {
+        [[unroll]] for (uint l = 0; l < BM; l += loadstride_a) {
+
+#if defined(DATA_A_F32) || defined(DATA_A_F16)
+#if LOAD_VEC_A == 8
+            const uint idx = pos_a + (loadc_a + l) * p.stride_a / LOAD_VEC_A + loadr_a;
+            const uint buf_idx = (loadc_a + l) * (BK+1) + loadr_a * LOAD_VEC_A;
+            buf_a[buf_idx    ] = FLOAT_TYPE(data_a[idx][0].x);
+            buf_a[buf_idx + 1] = FLOAT_TYPE(data_a[idx][0].y);
+            buf_a[buf_idx + 2] = FLOAT_TYPE(data_a[idx][0].z);
+            buf_a[buf_idx + 3] = FLOAT_TYPE(data_a[idx][0].w);
+            buf_a[buf_idx + 4] = FLOAT_TYPE(data_a[idx][1].x);
+            buf_a[buf_idx + 5] = FLOAT_TYPE(data_a[idx][1].y);
+            buf_a[buf_idx + 6] = FLOAT_TYPE(data_a[idx][1].z);
+            buf_a[buf_idx + 7] = FLOAT_TYPE(data_a[idx][1].w);
+#elif LOAD_VEC_A == 4
+            const uint idx = pos_a + (loadc_a + l) * p.stride_a / LOAD_VEC_A + loadr_a;
+            const uint buf_idx = (loadc_a + l) * (BK+1) + loadr_a * LOAD_VEC_A;
+            buf_a[buf_idx    ] = FLOAT_TYPE(data_a[idx].x);
+            buf_a[buf_idx + 1] = FLOAT_TYPE(data_a[idx].y);
+            buf_a[buf_idx + 2] = FLOAT_TYPE(data_a[idx].z);
+            buf_a[buf_idx + 3] = FLOAT_TYPE(data_a[idx].w);
+#else
+            if (ir * BM + loadc_a + l < p.M && block + loadr_a < end_k) {
+                buf_a[(loadc_a + l) * (BK+1) + loadr_a] = FLOAT_TYPE(data_a[pos_a + (loadc_a + l) * p.stride_a + loadr_a]);
+            } else {
+                buf_a[(loadc_a + l) * (BK+1) + loadr_a] = FLOAT_TYPE(0.0f);
+            }
+#endif
+#elif defined(DATA_A_Q4_0)
+            const uint idx = pos_a + (loadc_a + l) * p.stride_a / LOAD_VEC_A + loadr_a;
+            const uint buf_idx = (loadc_a + l) * (BK+1) + loadr_a;
+
+            const uint ib = idx / 16;
+            const uint iqs = idx & 0xF;
+
+            const float d = float(data_a[ib].d);
+            const uint vui = uint(data_a[ib].qs[iqs]);
+            const vec2 v = (vec2(vui & 0xF, vui >> 4) - 8.0f) * d;
+
+            buf_a[buf_idx     ] = FLOAT_TYPE(v.x);
+            buf_a[buf_idx + 16] = FLOAT_TYPE(v.y);
+#elif defined(DATA_A_Q4_1)
+            const uint idx = pos_a + (loadc_a + l) * p.stride_a / LOAD_VEC_A + loadr_a;
+            const uint buf_idx = (loadc_a + l) * (BK+1) + loadr_a;
+
+            const uint ib = idx / 16;
+            const uint iqs = idx & 0xF;
+
+            const float d = float(data_a[ib].d);
+            const float m = float(data_a[ib].m);
+            const uint vui = uint(data_a[ib].qs[iqs]);
+            const vec2 v = vec2(vui & 0xF, vui >> 4) * d + m;
+
+            buf_a[buf_idx     ] = FLOAT_TYPE(v.x);
+            buf_a[buf_idx + 16] = FLOAT_TYPE(v.y);
+#elif defined(DATA_A_Q5_0)
+            const uint idx = pos_a + (loadc_a + l) * p.stride_a / LOAD_VEC_A + loadr_a;
+            const uint buf_idx = (loadc_a + l) * (BK+1) + loadr_a;
+
+            const uint ib = idx / 16;
+            const uint iqs = idx & 0xF;
+
+            const float d = float(data_a[ib].d);
+            const uint uint_qh = uint(data_a[ib].qh[1]) << 16 | data_a[ib].qh[0];
+            const ivec2 qh = ivec2(((uint_qh >> iqs) << 4) & 0x10, (uint_qh >> (iqs + 12)) & 0x10);
+            const uint vui = uint(data_a[ib].qs[iqs]);
+            const vec2 v = (vec2((vui & 0xF) | qh.x, (vui >> 4) | qh.y) - 16.0f) * d;
+
+            buf_a[buf_idx     ] = FLOAT_TYPE(v.x);
+            buf_a[buf_idx + 16] = FLOAT_TYPE(v.y);
+#elif defined(DATA_A_Q5_1)
+            const uint idx = pos_a + (loadc_a + l) * p.stride_a / LOAD_VEC_A + loadr_a;
+            const uint buf_idx = (loadc_a + l) * (BK+1) + loadr_a;
+
+            const uint ib = idx / 16;
+            const uint iqs = idx & 0xF;
+
+            const float d = float(data_a[ib].d);
+            const float m = float(data_a[ib].m);
+            const uint uint_qh = data_a[ib].qh;
+            const ivec2 qh = ivec2(((uint_qh >> iqs) << 4) & 0x10, (uint_qh >> (iqs + 12)) & 0x10);
+            const uint vui = uint(data_a[ib].qs[iqs]);
+            const vec2 v = vec2((vui & 0xF) | qh.x, (vui >> 4) | qh.y) * d + m;
+
+            buf_a[buf_idx     ] = FLOAT_TYPE(v.x);
+            buf_a[buf_idx + 16] = FLOAT_TYPE(v.y);
+#elif defined(DATA_A_Q8_0)
+            const uint idx = pos_a + (loadc_a + l) * p.stride_a / LOAD_VEC_A + loadr_a;
+            const uint buf_idx = (loadc_a + l) * (BK+1) + loadr_a * LOAD_VEC_A;
+
+            const uint ib = idx / 16;
+            const uint iqs = (idx & 0xF) * 2;
+
+            const float d = float(data_a[ib].d);
+            const vec2 v = vec2(int(data_a[ib].qs[iqs]), int(data_a[ib].qs[iqs + 1])) * d;
+
+            buf_a[buf_idx    ] = FLOAT_TYPE(v.x);
+            buf_a[buf_idx + 1] = FLOAT_TYPE(v.y);
+#elif defined(DATA_A_Q2_K)
+            const uint idx = pos_a + (loadc_a + l) * p.stride_a / LOAD_VEC_A + loadr_a;
+            const uint buf_idx = (loadc_a + l) * (BK+1) + loadr_a * LOAD_VEC_A;
+
+            const uint ib = idx / 128;                         // 2 values per idx
+            const uint iqs = idx % 128;                        // 0..127
+
+            const uint qsi = (iqs / 64) * 32 + (iqs % 16) * 2; // 0,2,4..30
+            const uint scalesi = iqs / 8;                      // 0..15
+            const uint qsshift = ((iqs % 64) / 16) * 2;        // 0,2,4,6
+
+            const uvec2 qs = uvec2(data_a[ib].qs[qsi], data_a[ib].qs[qsi + 1]);
+            const uint scales = data_a[ib].scales[scalesi];
+            const vec2 d = vec2(data_a[ib].d);
+
+            const vec2 v = d.x * float(scales & 0xF) * vec2((qs >> qsshift) & 3) - d.y * float(scales >> 4);
+
+            buf_a[buf_idx    ] = FLOAT_TYPE(v.x);
+            buf_a[buf_idx + 1] = FLOAT_TYPE(v.y);
+#elif defined(DATA_A_Q3_K)
+            const uint idx = pos_a + (loadc_a + l) * p.stride_a / LOAD_VEC_A + loadr_a;
+            const uint buf_idx = (loadc_a + l) * (BK+1) + loadr_a * LOAD_VEC_A;
+
+            const uint ib = idx / 128;                   // 2 values per idx
+            const uint iqs = idx % 128;                  // 0..127
+
+            const uint n = iqs / 64;                     // 0,1
+            const uint qsi = n * 32 + (iqs % 16) * 2;    // 0,2,4..62
+            const uint hmi =          (iqs % 16) * 2;    // 0,2,4..30
+            const uint j = (iqs % 64) / 4;               // 0..3
+            const uint is = iqs / 8;                     // 0..15
+            const uint halfsplit = ((iqs % 64) / 16);    // 0,1,2,3
+            const uint qsshift = halfsplit * 2;          // 0,2,4,6
+            const uint m = 1 << (4 * n + halfsplit);     // 1,2,4,8,16,32,64,128
+
+            const int8_t us = int8_t(is <  4 ? (data_a[ib].scales[is-0] & 0xF) | (((data_a[ib].scales[is+8] >> 0) & 3) << 4) :
+                                    is <  8 ? (data_a[ib].scales[is-0] & 0xF) | (((data_a[ib].scales[is+4] >> 2) & 3) << 4) :
+                                    is < 12 ? (data_a[ib].scales[is-8] >>  4) | (((data_a[ib].scales[is+0] >> 4) & 3) << 4) :
+                                            (data_a[ib].scales[is-8] >>  4) | (((data_a[ib].scales[is-4] >> 6) & 3) << 4));
+            const float dl = float(data_a[ib].d) * float(us - 32);
+
+            buf_a[buf_idx    ] = FLOAT_TYPE(dl * float(int8_t((data_a[ib].qs[qsi    ] >> qsshift) & 3) - (((data_a[ib].hmask[hmi    ] & m) != 0) ? 0 : 4)));
+            buf_a[buf_idx + 1] = FLOAT_TYPE(dl * float(int8_t((data_a[ib].qs[qsi + 1] >> qsshift) & 3) - (((data_a[ib].hmask[hmi + 1] & m) != 0) ? 0 : 4)));
+#elif defined(DATA_A_Q4_K)
+            const uint idx = pos_a + (loadc_a + l) * p.stride_a / LOAD_VEC_A + loadr_a;
+            const uint buf_idx = (loadc_a + l) * (BK+1) + loadr_a * LOAD_VEC_A;
+
+            const uint ib = idx / 128;                 // 2 values per idx
+            const uint iqs = idx % 128;                // 0..127
+
+            const uint n = iqs / 32;                   // 0,1,2,3
+            const uint b = (iqs % 32) / 16;            // 0,1
+            const uint is = 2 * n + b;                 // 0..7
+            const uint qsi = n * 32 + (iqs % 16) * 2;  // 0,2,4..126
+
+            const vec2 loadd = vec2(data_a[ib].d);
+
+            uint8_t sc;
+            uint8_t mbyte;
+            if (is < 4) {
+                sc    = uint8_t(data_a[ib].scales[is    ] & 63);
+                mbyte = uint8_t(data_a[ib].scales[is + 4] & 63);
+            } else {
+                sc    = uint8_t((data_a[ib].scales[is + 4] & 0xF) | ((data_a[ib].scales[is - 4] >> 6) << 4));
+                mbyte = uint8_t((data_a[ib].scales[is + 4] >>  4) | ((data_a[ib].scales[is    ] >> 6) << 4));
+            }
+            const float d = loadd.x * sc;
+            const float m = loadd.y * mbyte;
+
+            buf_a[buf_idx    ] = FLOAT_TYPE(d * float((data_a[ib].qs[qsi    ] >> (b * 4)) & 0xF) - m);
+            buf_a[buf_idx + 1] = FLOAT_TYPE(d * float((data_a[ib].qs[qsi + 1] >> (b * 4)) & 0xF) - m);
+#elif defined(DATA_A_Q5_K)
+            const uint idx = pos_a + (loadc_a + l) * p.stride_a / LOAD_VEC_A + loadr_a;
+            const uint buf_idx = (loadc_a + l) * (BK+1) + loadr_a * LOAD_VEC_A;
+
+            const uint ib = idx / 128;                 // 2 values per idx
+            const uint iqs = idx % 128;                // 0..127
+
+            const uint n = iqs / 32;                   // 0,1,2,3
+            const uint b = (iqs % 32) / 16;            // 0,1
+            const uint is = 2 * n + b;                 // 0..7
+            const uint qsi = n * 32 + (iqs % 16) * 2;  // 0,2,4..126
+            const uint qhi = (iqs % 16) * 2;           // 0,2,4..30
+
+            const uint8_t hm = uint8_t(1 << (iqs / 16));
+
+            const vec2 loadd = vec2(data_a[ib].d);
+
+            uint8_t sc;
+            uint8_t mbyte;
+            if (is < 4) {
+                sc    = uint8_t(data_a[ib].scales[is    ] & 63);
+                mbyte = uint8_t(data_a[ib].scales[is + 4] & 63);
+            } else {
+                sc    = uint8_t((data_a[ib].scales[is + 4] & 0xF) | ((data_a[ib].scales[is - 4] >> 6) << 4));
+                mbyte = uint8_t((data_a[ib].scales[is + 4] >>  4) | ((data_a[ib].scales[is    ] >> 6) << 4));
+            }
+            const float d = loadd.x * sc;
+            const float m = loadd.y * mbyte;
+
+            buf_a[buf_idx    ] = FLOAT_TYPE(d * (float((data_a[ib].qs[qsi    ] >> (b * 4)) & 0xF) + float((data_a[ib].qh[qhi    ] & hm) != 0 ? 16 : 0)) - m);
+            buf_a[buf_idx + 1] = FLOAT_TYPE(d * (float((data_a[ib].qs[qsi + 1] >> (b * 4)) & 0xF) + float((data_a[ib].qh[qhi + 1] & hm) != 0 ? 16 : 0)) - m);
+#elif defined(DATA_A_Q6_K)
+            const uint idx = pos_a + (loadc_a + l) * p.stride_a / LOAD_VEC_A + loadr_a;
+            const uint buf_idx = (loadc_a + l) * (BK+1) + loadr_a * LOAD_VEC_A;
+
+            const uint ib = idx / 128;                  // 2 values per idx
+            const uint iqs = idx % 128;                 // 0..127
+
+            const uint n = iqs / 64;                    // 0,1
+            const uint b = (iqs % 64) / 32;             // 0,1
+            const uint is_b = (iqs % 16) / 8;           // 0,1
+            const uint qhshift = ((iqs % 64) / 16) * 2; // 0,2,4,6
+            const uint is = 8 * n + qhshift + is_b;     // 0..15
+            const uint qsi = n * 64 + (iqs % 32) * 2;   // 0,2,4..126
+            const uint qhi = n * 32 + (iqs % 16) * 2;   // 0,2,4..62
+
+            const float dscale = float(data_a[ib].d) * float(data_a[ib].scales[is]);
+
+            buf_a[buf_idx    ] = FLOAT_TYPE(dscale * float(int8_t(((data_a[ib].ql[qsi    ] >> (b * 4)) & 0xF) | (((data_a[ib].qh[qhi    ] >> qhshift) & 3) << 4)) - 32));
+            buf_a[buf_idx + 1] = FLOAT_TYPE(dscale * float(int8_t(((data_a[ib].ql[qsi + 1] >> (b * 4)) & 0xF) | (((data_a[ib].qh[qhi + 1] >> qhshift) & 3) << 4)) - 32));
+#endif
+        }
+        [[unroll]] for (uint l = 0; l < BN; l += loadstride_b) {
+#if LOAD_VEC_B == 8
+#ifdef MUL_MAT_ID
+            const u16vec2 row_idx = row_ids[ic * BN + loadc_b + l];
+            const uint idx = pos_b + row_idx.y * p.batch_stride_b / LOAD_VEC_B + (row_idx.x % p.ne11) * p.stride_b / LOAD_VEC_B + loadr_b;
+#else
+            const uint idx = pos_b + (loadc_b + l) * p.stride_b / LOAD_VEC_B + loadr_b;
+#endif
+            const uint buf_idx = (loadc_b + l) * (BK+1) + loadr_b * LOAD_VEC_B;
+            buf_b[buf_idx + 0] = FLOAT_TYPE(data_b[idx][0].x);
+            buf_b[buf_idx + 1] = FLOAT_TYPE(data_b[idx][0].y);
+            buf_b[buf_idx + 2] = FLOAT_TYPE(data_b[idx][0].z);
+            buf_b[buf_idx + 3] = FLOAT_TYPE(data_b[idx][0].w);
+            buf_b[buf_idx + 4] = FLOAT_TYPE(data_b[idx][1].x);
+            buf_b[buf_idx + 5] = FLOAT_TYPE(data_b[idx][1].y);
+            buf_b[buf_idx + 6] = FLOAT_TYPE(data_b[idx][1].z);
+            buf_b[buf_idx + 7] = FLOAT_TYPE(data_b[idx][1].w);
+#elif LOAD_VEC_B == 4
+#ifdef MUL_MAT_ID
+            const u16vec2 row_idx = row_ids[ic * BN + loadc_b + l];
+            const uint idx = pos_b + row_idx.y * p.batch_stride_b / LOAD_VEC_B + (row_idx.x % p.ne11) * p.stride_b / LOAD_VEC_B + loadr_b;
+#else
+            const uint idx = pos_b + (loadc_b + l) * p.stride_b / LOAD_VEC_B + loadr_b;
+#endif
+            const uint buf_idx = (loadc_b + l) * (BK+1) + loadr_b * LOAD_VEC_B;
+            buf_b[buf_idx + 0] = FLOAT_TYPE(data_b[idx].x);
+            buf_b[buf_idx + 1] = FLOAT_TYPE(data_b[idx].y);
+            buf_b[buf_idx + 2] = FLOAT_TYPE(data_b[idx].z);
+            buf_b[buf_idx + 3] = FLOAT_TYPE(data_b[idx].w);
+#elif !MUL_MAT_ID
+            if (ic * BN + loadc_b + l < p.N && block + loadr_b < end_k) {
+                buf_b[(loadc_b + l) * (BK+1) + loadr_b] = FLOAT_TYPE(data_b[pos_b + (loadc_b + l) * p.stride_b + loadr_b]);
+            } else {
+                buf_b[(loadc_b + l) * (BK+1) + loadr_b] = FLOAT_TYPE(0.0f);
+            }
+#else
+            const uint row_i = ic * BN + loadc_b + l;
+            if (row_i < _ne1) {
+                const u16vec2 row_idx = row_ids[row_i];
+                buf_b[(loadc_b + l) * (BK+1) + loadr_b] = FLOAT_TYPE(data_b[pos_b + row_idx.y * p.batch_stride_b + (row_idx.x % p.ne11) * p.stride_b + loadr_b]);
+            } else {
+                buf_b[(loadc_b + l) * (BK+1) + loadr_b] = FLOAT_TYPE(0.0f);
+            }
+#endif
+        }
+
+        barrier();
+
+        pos_a += BK / LOAD_VEC_A;
+        pos_b += BK / LOAD_VEC_B;
+
+        for (uint i = 0; i < BK; i++) {
+            // Load from shared into cache
+            [[unroll]] for (uint wsir = 0; wsir < WMITER; wsir++) {
+                [[unroll]] for (uint j = 0; j < TM; j++) {
+                    cache_a[wsir * TM + j] = buf_a[(warp_r * WM + wsir * WSUBM + tiwr * TM + j) * (BK+1) + i];
+                }
+            }
+            [[unroll]] for (uint wsic = 0; wsic < WNITER; wsic++) {
+                [[unroll]] for (uint j = 0; j < TN; j++) {
+                    cache_b[wsic * TN + j] = buf_b[(warp_c * WN + wsic * WSUBN + tiwc * TN + j) * (BK+1) + i];
+                }
+            }
+
+            [[unroll]] for (uint wsic = 0; wsic < WNITER; wsic++) {
+                [[unroll]] for (uint wsir = 0; wsir < WMITER; wsir++) {
+                    [[unroll]] for (uint cc = 0; cc < TN; cc++) {
+                        [[unroll]] for (uint cr = 0; cr < TM; cr++) {
+                            sums[(wsic * TN + cc) * (WMITER * TM) + wsir * TM + cr] += float(cache_a[wsir * TM + cr]) * float(cache_b[wsic * TN + cc]);
+                        }
+                    }
+                }
+            }
+        }
+
+        barrier();
+    }
+
+    const uint dr = ir * BM + warp_r * WM;
+    const uint dc = ic * BN + warp_c * WN;
+
+#ifndef MUL_MAT_ID
+    const uint offsets = batch_idx * p.batch_stride_d + ik * p.batch_stride_d * gl_NumWorkGroups.z;
+#endif
+
+    [[unroll]] for (uint wsic = 0; wsic < WNITER; wsic++) {
+        [[unroll]] for (uint wsir = 0; wsir < WMITER; wsir++) {
+
+            const uint dr_warp = dr + wsir * WSUBM + tiwr * TM;
+            const uint dc_warp = dc + wsic * WSUBN + tiwc * TN;
+            [[unroll]] for (uint cc = 0; cc < TN; cc++) {
+#ifdef MUL_MAT_ID
+                const uint row_i = dc_warp + cc;
+                if (row_i >= _ne1) break;
+
+                const u16vec2 row_idx = row_ids[row_i];
+#endif
+                [[unroll]] for (uint cr = 0; cr < TM; cr++) {
+#ifdef MUL_MAT_ID
+                    data_d[row_idx.y * p.batch_stride_d + row_idx.x * p.stride_d + dr_warp + cr] = D_TYPE(sums[(wsic * TN + cc) * (WMITER * TM) + wsir * TM + cr]);
+#else
+                    if (dr_warp + cr < p.M && dc_warp + cc < p.N) {
+                        data_d[offsets + (dc_warp + cc) * p.stride_d + dr_warp + cr] = D_TYPE(sums[(wsic * TN + cc) * (WMITER * TM) + wsir * TM + cr]);
+                    }
+#endif
+                }
+            }
+        }
+    }
+}

diff --git a/vulkan-shaders/norm.comp b/vulkan-shaders/norm.comp
new file mode 100644 (file)
index 0000000..803dbdc
--- /dev/null
+++ b/vulkan-shaders/norm.comp
@@ -0,0 +1,44 @@
+#version 450
+
+#include "generic_head.comp"
+#include "types.comp"
+
+#extension GL_EXT_control_flow_attributes : enable
+#define BLOCK_SIZE 512
+
+layout(local_size_x = BLOCK_SIZE, local_size_y = 1, local_size_z = 1) in;
+
+layout (binding = 0) readonly buffer X {A_TYPE data_a[];};
+layout (binding = 1) writeonly buffer D {D_TYPE data_d[];};
+
+shared vec2 sum[BLOCK_SIZE];
+
+void main() {
+    const uint row = gl_WorkGroupID.x;
+    const uint tid = gl_LocalInvocationID.x;
+
+    sum[tid] = vec2(0.0f, 0.0f);
+
+    [[unroll]] for (uint col = tid; col < p.KX; col += BLOCK_SIZE) {
+        const float xi = float(data_a[row*p.KX + col]);
+        sum[tid].x += xi;
+        sum[tid].y += xi * xi;
+    }
+
+    // sum up partial sums and write back result
+    barrier();
+    [[unroll]] for (int s = BLOCK_SIZE / 2; s > 0; s >>= 1) {
+        if (tid < s) {
+            sum[tid] += sum[tid + s];
+        }
+        barrier();
+    }
+
+    const float mean = sum[0].x / p.KX;
+    const float var = sum[0].y / p.KX - mean * mean;
+    const float inv_std = inversesqrt(var + p.param1);
+
+    [[unroll]] for (uint col = tid; col < p.KX; col += BLOCK_SIZE) {
+        data_d[row*p.KX + col] = D_TYPE((float(data_a[row*p.KX + col]) - mean) * inv_std);
+    }
+}

diff --git a/vulkan-shaders/relu.comp b/vulkan-shaders/relu.comp
new file mode 100644 (file)
index 0000000..7e5baa5
--- /dev/null
+++ b/vulkan-shaders/relu.comp
@@ -0,0 +1,21 @@
+#version 450
+
+#include "generic_head.comp"
+#include "types.comp"
+
+#extension GL_EXT_control_flow_attributes : enable
+
+layout(local_size_x = 512, local_size_y = 1, local_size_z = 1) in;
+
+layout (binding = 0) readonly buffer X {A_TYPE data_a[];};
+layout (binding = 1) writeonly buffer D {D_TYPE data_d[];};
+
+void main() {
+    const uint i = gl_GlobalInvocationID.x;
+
+    if (i >= p.KX) {
+        return;
+    }
+
+    data_d[i] = max(float(data_a[i]), 0);
+}

diff --git a/vulkan-shaders/rms_norm.comp b/vulkan-shaders/rms_norm.comp
new file mode 100644 (file)
index 0000000..cfd08d3
--- /dev/null
+++ b/vulkan-shaders/rms_norm.comp
@@ -0,0 +1,42 @@
+#version 450
+
+#include "generic_head.comp"
+#include "types.comp"
+
+#extension GL_EXT_control_flow_attributes : enable
+#define BLOCK_SIZE 512
+
+layout(local_size_x = BLOCK_SIZE, local_size_y = 1, local_size_z = 1) in;
+
+layout (binding = 0) readonly buffer X {A_TYPE data_a[];};
+layout (binding = 1) writeonly buffer D {D_TYPE data_d[];};
+
+shared FLOAT_TYPE sum[BLOCK_SIZE];
+
+void main() {
+    const uint row = gl_WorkGroupID.x;
+    const uint tid = gl_LocalInvocationID.x;
+
+    sum[tid] = FLOAT_TYPE(0.0f); // partial sum for thread in warp
+
+    [[unroll]] for (uint col = tid; col < p.KX; col += BLOCK_SIZE) {
+        const FLOAT_TYPE xi = FLOAT_TYPE(data_a[row*p.KX + col]);
+        sum[tid] += xi * xi;
+    }
+
+    // sum up partial sums and write back result
+    barrier();
+    [[unroll]] for (int s = BLOCK_SIZE / 2; s > 0; s >>= 1) {
+        if (tid < s) {
+            sum[tid] += sum[tid + s];
+        }
+        barrier();
+    }
+
+    const FLOAT_TYPE mean = sum[0] / FLOAT_TYPE(p.KX);
+    const FLOAT_TYPE scale = inversesqrt(mean + FLOAT_TYPE(p.param1));
+
+    [[unroll]] for (uint col = tid; col < p.KX; col += BLOCK_SIZE) {
+        data_d[row*p.KX + col] = D_TYPE(scale * FLOAT_TYPE(data_a[row*p.KX + col]));
+    }
+}

diff --git a/vulkan-shaders/rope_head.comp b/vulkan-shaders/rope_head.comp
new file mode 100644 (file)
index 0000000..ea89542
--- /dev/null
+++ b/vulkan-shaders/rope_head.comp
@@ -0,0 +1,44 @@
+#include "types.comp"
+
+#extension GL_EXT_shader_16bit_storage : require
+
+layout(local_size_x = 1, local_size_y = 256, local_size_z = 1) in;
+
+layout (binding = 0) readonly buffer X {A_TYPE data_a[];};
+layout (binding = 1) readonly buffer Y {int data_pos[];};
+layout (binding = 2) readonly buffer Z {float data_ff[];};
+layout (binding = 3) writeonly buffer D {D_TYPE data_d[];};
+
+layout (push_constant) uniform parameter {
+    uint ncols;
+    uint n_dims;
+    float freq_scale;
+    uint p_delta_rows;
+    float freq_base;
+    float ext_factor;
+    float attn_factor;
+    float corr_dims[2];
+    float theta_scale;
+    uint has_ff;
+} p;
+
+float rope_yarn_ramp(const float low, const float high, const uint i0) {
+    const float y = (i0 / 2 - low) / max(0.001f, high - low);
+    return 1.0f - min(1.0f, max(0.0f, y));
+}
+
+void rope_yarn(const float theta_extrap, const uint i0, out float cos_theta, out float sin_theta) {
+    float mscale = p.attn_factor;
+    // Get n-d rotational scaling corrected for extrapolation
+    float theta_interp = p.freq_scale * theta_extrap;
+    float theta = theta_interp;
+    if (p.ext_factor != 0.0f) {
+        float ramp_mix = rope_yarn_ramp(p.corr_dims[0], p.corr_dims[1], i0) * p.ext_factor;
+        theta = theta_interp * (1 - ramp_mix) + theta_extrap * ramp_mix;
+
+        // Get n-d magnitude scaling corrected for interpolation
+        mscale *= 1.0f + 0.1f * log(1.0f / p.freq_scale);
+    }
+    cos_theta = cos(theta) * mscale;
+    sin_theta = sin(theta) * mscale;
+}

diff --git a/vulkan-shaders/rope_neox.comp b/vulkan-shaders/rope_neox.comp
new file mode 100644 (file)
index 0000000..83b46b6
--- /dev/null
+++ b/vulkan-shaders/rope_neox.comp
@@ -0,0 +1,37 @@
+#version 450
+
+#include "rope_head.comp"
+
+void main() {
+    const uint col = gl_GlobalInvocationID.y * 2;
+    const uint row = gl_GlobalInvocationID.x;
+
+    if (col >= p.ncols) {
+        return;
+    }
+
+    if (col >= p.n_dims) {
+        const uint i = row*p.ncols + col;
+
+        data_d[i + 0] = data_a[i + 0];
+        data_d[i + 1] = data_a[i + 1];
+
+        return;
+    }
+
+    const uint i  = row*p.ncols + col/2;
+    const uint i2 = row/p.p_delta_rows;
+
+    const float theta_base = data_pos[i2] * pow(p.theta_scale, col/2.0f);
+
+    const float freq_factor = p.has_ff != 0 ? data_ff[col/2] : 1.0f;
+
+    float cos_theta, sin_theta;
+    rope_yarn(theta_base / freq_factor, col, cos_theta, sin_theta);
+
+    const float x0 = float(data_a[i + 0]);
+    const float x1 = float(data_a[i + p.n_dims/2]);
+
+    data_d[i + 0]        = D_TYPE(x0*cos_theta - x1*sin_theta);
+    data_d[i + p.n_dims/2] = D_TYPE(x0*sin_theta + x1*cos_theta);
+}

diff --git a/vulkan-shaders/rope_norm.comp b/vulkan-shaders/rope_norm.comp
new file mode 100644 (file)
index 0000000..e416ad9
--- /dev/null
+++ b/vulkan-shaders/rope_norm.comp
@@ -0,0 +1,37 @@
+#version 450
+
+#include "rope_head.comp"
+
+void main() {
+    const uint col = gl_GlobalInvocationID.y * 2;
+    const uint row = gl_GlobalInvocationID.x;
+
+    if (col >= p.ncols) {
+        return;
+    }
+
+    if (col >= p.n_dims) {
+        const uint i = row*p.ncols + col;
+
+        data_d[i + 0] = data_a[i + 0];
+        data_d[i + 1] = data_a[i + 1];
+
+        return;
+    }
+
+    const uint i = row*p.ncols + col;
+    const uint i2 = row/p.p_delta_rows;
+
+    const float theta_base = data_pos[i2] * pow(p.theta_scale, col/2.0f);
+
+    const float freq_factor = p.has_ff != 0 ? data_ff[col/2] : 1.0f;
+
+    float cos_theta, sin_theta;
+    rope_yarn(theta_base / freq_factor, col, cos_theta, sin_theta);
+
+    const float x0 = float(data_a[i + 0]);
+    const float x1 = float(data_a[i + 1]);
+
+    data_d[i + 0] = D_TYPE(x0*cos_theta - x1*sin_theta);
+    data_d[i + 1] = D_TYPE(x0*sin_theta + x1*cos_theta);
+}

diff --git a/vulkan-shaders/scale.comp b/vulkan-shaders/scale.comp
new file mode 100644 (file)
index 0000000..510cb72
--- /dev/null
+++ b/vulkan-shaders/scale.comp
@@ -0,0 +1,12 @@
+#version 450
+
+#include "types.comp"
+#include "generic_unary_head.comp"
+
+void main() {
+    if (gl_GlobalInvocationID.x >= p.ne) {
+        return;
+    }
+
+    data_d[p.d_offset + dst_idx(gl_GlobalInvocationID.x)] = D_TYPE(FLOAT_TYPE(data_a[src0_idx(gl_GlobalInvocationID.x)]) * FLOAT_TYPE(p.param1));
+}

diff --git a/vulkan-shaders/silu.comp b/vulkan-shaders/silu.comp
new file mode 100644 (file)
index 0000000..15920f0
--- /dev/null
+++ b/vulkan-shaders/silu.comp
@@ -0,0 +1,22 @@
+#version 450
+
+#include "generic_head.comp"
+#include "types.comp"
+
+#extension GL_EXT_control_flow_attributes : enable
+
+layout(local_size_x = 512, local_size_y = 1, local_size_z = 1) in;
+
+layout (binding = 0) readonly buffer X {A_TYPE data_a[];};
+layout (binding = 1) writeonly buffer D {D_TYPE data_d[];};
+
+void main() {
+    const uint i = gl_GlobalInvocationID.x;
+
+    if (i >= p.KX) {
+        return;
+    }
+
+    const float xi = float(data_a[i]);
+    data_d[i] = D_TYPE(xi / (1.0f + exp(-xi)));
+}

diff --git a/vulkan-shaders/soft_max.comp b/vulkan-shaders/soft_max.comp
new file mode 100644 (file)
index 0000000..1b8419c
--- /dev/null
+++ b/vulkan-shaders/soft_max.comp
@@ -0,0 +1,106 @@
+#version 450
+
+#extension GL_EXT_shader_16bit_storage : require
+
+layout (push_constant) uniform parameter
+{
+    uint KX;
+    uint KY;
+    float scale;
+    float max_bias;
+    float m0;
+    float m1;
+    uint n_head_log2;
+} p;
+
+#include "types.comp"
+
+#extension GL_EXT_control_flow_attributes : enable
+#define BLOCK_SIZE 512
+
+layout(local_size_x = BLOCK_SIZE, local_size_y = 1, local_size_z = 1) in;
+
+layout (binding = 0) readonly buffer X {A_TYPE data_a[];};
+layout (binding = 1) readonly buffer Y {B_TYPE data_b[];};
+layout (binding = 2) buffer D {D_TYPE data_d[];};
+
+shared FLOAT_TYPE vals[BLOCK_SIZE];
+
+void main() {
+    const uint tid = gl_LocalInvocationID.x;
+    const uint rowx = gl_WorkGroupID.x;
+    const uint rowy = rowx % p.KY;
+
+    float slope = 1.0f;
+
+    // ALiBi
+    if (p.max_bias > 0.0f) {
+        const uint h = rowx/p.KY; // head index
+
+        const float base = h < p.n_head_log2 ? p.m0 : p.m1;
+        const uint   exp  = h < p.n_head_log2 ? h + 1 : 2*(h - p.n_head_log2) + 1;
+
+        slope = pow(base, exp);
+    }
+
+    // Find max
+    FLOAT_TYPE max_val = uintBitsToFloat(0xFF800000);
+
+    [[unroll]] for (uint col0 = 0; col0 < p.KX; col0 += BLOCK_SIZE) {
+        const uint col = col0 + tid;
+
+        if (col >= p.KX) {
+            break;
+        }
+
+        max_val = max(max_val, FLOAT_TYPE(data_a[rowx * p.KX + col]) * p.scale + (p.KY > 0 ? slope * FLOAT_TYPE(data_b[rowy * p.KX + col]) : FLOAT_TYPE(0.0f)));
+    }
+    vals[tid] = max_val;
+
+    barrier();
+    [[unroll]] for (int s = BLOCK_SIZE / 2; s > 0; s >>= 1) {
+        if (tid < s) {
+            vals[tid] = max(vals[tid], vals[tid + s]);
+        }
+        barrier();
+    }
+
+    max_val = vals[0];
+    barrier();
+
+    // Sum up values
+    vals[tid] = FLOAT_TYPE(0.0f);
+
+    [[unroll]] for (uint col0 = 0; col0 < p.KX; col0 += BLOCK_SIZE) {
+        const uint col = col0 + tid;
+
+        if (col >= p.KX) {
+            break;
+        }
+
+        const uint i = rowx * p.KX + col;
+        const FLOAT_TYPE val = exp(FLOAT_TYPE(data_a[i]) * p.scale + (p.KY > 0 ? slope * FLOAT_TYPE(data_b[rowy * p.KX + col]) : FLOAT_TYPE(0.0f)) - max_val);
+        vals[tid] += val;
+        data_d[i] = D_TYPE(val);
+    }
+
+    barrier();
+    [[unroll]] for (int s = BLOCK_SIZE / 2; s > 0; s >>= 1) {
+        if (tid < s) {
+            vals[tid] += vals[tid + s];
+        }
+        barrier();
+    }
+
+    const D_TYPE divisor = D_TYPE(vals[0]);
+
+    [[unroll]] for (uint col0 = 0; col0 < p.KX; col0 += BLOCK_SIZE) {
+        const uint col = col0 + tid;
+
+        if (col >= p.KX) {
+            break;
+        }
+
+        data_d[rowx*p.KX + col] /= divisor;
+    }
+}

diff --git a/vulkan-shaders/square.comp b/vulkan-shaders/square.comp
new file mode 100644 (file)
index 0000000..8dd1933
--- /dev/null
+++ b/vulkan-shaders/square.comp
@@ -0,0 +1,13 @@
+#version 450
+
+#include "types.comp"
+#include "generic_unary_head.comp"
+
+void main() {
+    if (gl_GlobalInvocationID.x >= p.ne) {
+        return;
+    }
+
+    const FLOAT_TYPE val = FLOAT_TYPE(data_a[src0_idx(gl_GlobalInvocationID.x)]);
+    data_d[p.d_offset + dst_idx(gl_GlobalInvocationID.x)] = D_TYPE(val * val);
+}

diff --git a/vulkan-shaders/sum_rows.comp b/vulkan-shaders/sum_rows.comp
new file mode 100644 (file)
index 0000000..ce2f1e2
--- /dev/null
+++ b/vulkan-shaders/sum_rows.comp
@@ -0,0 +1,37 @@
+#version 450
+
+#include "generic_head.comp"
+#include "types.comp"
+
+#extension GL_EXT_control_flow_attributes : enable
+layout(local_size_x_id = 0, local_size_y = 1, local_size_z = 1) in;
+
+layout (binding = 0) readonly buffer A {A_TYPE data_a[];};
+layout (binding = 1) writeonly buffer D {D_TYPE data_d[];};
+
+layout (constant_id = 0) const uint BLOCK_SIZE = 32;
+
+shared FLOAT_TYPE tmp[BLOCK_SIZE];
+
+void main() {
+    const uint row = gl_WorkGroupID.x;
+    const uint col = gl_LocalInvocationID.x;
+
+    tmp[col] = FLOAT_TYPE(0.0f);
+
+    for (uint i = col; i < p.KX; i += BLOCK_SIZE) {
+        tmp[col] += FLOAT_TYPE(data_a[row*p.KX + i]);
+    }
+
+    barrier();
+    [[unroll]] for (int s = int(BLOCK_SIZE) / 2; s > 0; s >>= 1) {
+        if (col < s) {
+            tmp[col] += tmp[col + s];
+        }
+        barrier();
+    }
+
+    if (col == 0) {
+        data_d[row] = D_TYPE(tmp[0]);
+    }
+}

diff --git a/vulkan-shaders/types.comp b/vulkan-shaders/types.comp
new file mode 100644 (file)
index 0000000..815fcbe
--- /dev/null
+++ b/vulkan-shaders/types.comp
@@ -0,0 +1,179 @@
+#if !defined(DATA_A_F32) && !defined(DATA_A_F16)
+#extension GL_EXT_shader_explicit_arithmetic_types_int8 : require
+#endif
+
+#if defined(DATA_A_F32)
+#define QUANT_K 1
+#define QUANT_R 1
+
+#ifndef LOAD_VEC_A
+#define A_TYPE float
+#elif LOAD_VEC_A == 4
+#define A_TYPE vec4
+#elif LOAD_VEC_A == 8
+#define A_TYPE mat2x4
+#endif
+#endif
+
+#if defined(DATA_A_F16)
+#define QUANT_K 1
+#define QUANT_R 1
+
+#ifndef LOAD_VEC_A
+#define A_TYPE float16_t
+#elif LOAD_VEC_A == 4
+#define A_TYPE f16vec4
+#elif LOAD_VEC_A == 8
+#define A_TYPE f16mat2x4
+#endif
+#endif
+
+#if defined(DATA_A_Q4_0)
+#extension GL_EXT_shader_16bit_storage : require
+#define QUANT_K 32
+#define QUANT_R 2
+
+struct block_q4_0
+{
+    float16_t d;
+    uint8_t qs[16];
+};
+
+#define A_TYPE block_q4_0
+#endif
+
+#if defined(DATA_A_Q4_1)
+#extension GL_EXT_shader_16bit_storage : require
+#define QUANT_K 32
+#define QUANT_R 2
+
+struct block_q4_1
+{
+    float16_t d;
+    float16_t m;
+    uint8_t qs[16];
+};
+
+#define A_TYPE block_q4_1
+#endif
+
+#if defined(DATA_A_Q5_0)
+#extension GL_EXT_shader_16bit_storage : require
+#extension GL_EXT_shader_explicit_arithmetic_types_int16 : require
+#define QUANT_K 32
+#define QUANT_R 2
+
+struct block_q5_0
+{
+    float16_t d;
+    uint16_t qh[2];
+    uint8_t qs[16];
+};
+
+#define A_TYPE block_q5_0
+#endif
+
+#if defined(DATA_A_Q5_1)
+#extension GL_EXT_shader_16bit_storage : require
+#extension GL_EXT_shader_explicit_arithmetic_types_int16 : require
+#define QUANT_K 32
+#define QUANT_R 2
+
+struct block_q5_1
+{
+    float16_t d;
+    float16_t m;
+    uint qh;
+    uint8_t qs[16];
+};
+
+#define A_TYPE block_q5_1
+#endif
+
+#if defined(DATA_A_Q8_0)
+#extension GL_EXT_shader_16bit_storage : require
+#define QUANT_K 32
+#define QUANT_R 1
+
+struct block_q8_0
+{
+    float16_t d;
+    int8_t qs[32];
+};
+
+#define A_TYPE block_q8_0
+#endif
+
+// K-quants
+#if defined(DATA_A_Q2_K)
+#extension GL_EXT_shader_16bit_storage : require
+#define QUANT_K 256
+
+struct block_q2_K
+{
+    uint8_t scales[QUANT_K/16];
+    uint8_t qs[QUANT_K/4];
+    f16vec2 d;
+};
+
+#define A_TYPE block_q2_K
+#endif
+
+#if defined(DATA_A_Q3_K)
+#extension GL_EXT_shader_16bit_storage : require
+#define QUANT_K 256
+
+struct block_q3_K
+{
+    uint8_t hmask[QUANT_K/8];
+    uint8_t qs[QUANT_K/4];
+    uint8_t scales[12];
+    float16_t d;
+};
+
+#define A_TYPE block_q3_K
+#endif
+
+#if defined(DATA_A_Q4_K)
+#extension GL_EXT_shader_16bit_storage : require
+#define QUANT_K 256
+
+struct block_q4_K
+{
+    f16vec2 d;
+    uint8_t scales[3*QUANT_K/64];
+    uint8_t qs[QUANT_K/2];
+};
+
+#define A_TYPE block_q4_K
+#endif
+
+#if defined(DATA_A_Q5_K)
+#extension GL_EXT_shader_16bit_storage : require
+#define QUANT_K 256
+
+struct block_q5_K
+{
+    f16vec2 d;
+    uint8_t scales[12];
+    uint8_t qh[QUANT_K/8];
+    uint8_t qs[QUANT_K/2];
+};
+
+#define A_TYPE block_q5_K
+#endif
+
+#if defined(DATA_A_Q6_K)
+#extension GL_EXT_shader_16bit_storage : require
+#define QUANT_K 256
+
+struct block_q6_K
+{
+    uint8_t ql[QUANT_K/2];
+    uint8_t qh[QUANT_K/4];
+    int8_t scales[QUANT_K/16];
+    float16_t d;
+};
+
+#define A_TYPE block_q6_K
+#endif