Vulkan Fixes (#5223)

* Fix Vulkan F16 models

* Fix Vulkan context shift crash

* Add Vulkan to common.cpp dump_non_result_info_yaml function

* Fix bug in Vulkan CPY op

* Fix small matrix multiplication errors in AMD GPUs on Windows or with amdvlk

Co-authored-by: Engininja2 <redacted>
---------

Co-authored-by: Engininja2 <redacted>

diff --git a/common/common.cpp b/common/common.cpp
index 0dd1c50cfb35a59e9b3ed08d82a8ae172e5df3bb..9d976c7c82ff4ad7b892fbd2256a3a940e5d7301 100644 (file)
--- a/common/common.cpp
+++ b/common/common.cpp
@@ -1520,6 +1520,7 @@ void dump_non_result_info_yaml(FILE * stream, const gpt_params & params, const l
     fprintf(stream, "cpu_has_avx512_vbmi: %s\n", ggml_cpu_has_avx512_vbmi() ? "true" : "false");
     fprintf(stream, "cpu_has_avx512_vnni: %s\n", ggml_cpu_has_avx512_vnni() ? "true" : "false");
     fprintf(stream, "cpu_has_cublas: %s\n",      ggml_cpu_has_cublas()      ? "true" : "false");
+    fprintf(stream, "cpu_has_vulkan: %s\n",      ggml_cpu_has_vulkan()      ? "true" : "false");
     fprintf(stream, "cpu_has_clblast: %s\n",     ggml_cpu_has_clblast()     ? "true" : "false");
     fprintf(stream, "cpu_has_kompute: %s\n",     ggml_cpu_has_kompute()     ? "true" : "false");
     fprintf(stream, "cpu_has_fma: %s\n",         ggml_cpu_has_fma()         ? "true" : "false");

diff --git a/ggml-vulkan-shaders.hpp b/ggml-vulkan-shaders.hpp
index 321e3638390bce8c2e9f296bb9221dc9d2b4b460..e2e9be22cf6a5f9d5f848726dfdd7fc12209ebda 100644 (file)
--- a/ggml-vulkan-shaders.hpp
+++ b/ggml-vulkan-shaders.hpp
@@ -890,7 +890,7 @@ const uint64_t cpy_f32_f32_len = 2472;
 
 unsigned char dequant_f16_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0x87,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x81,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 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,
@@ -898,7 +898,7 @@ unsigned char dequant_f16_data[] = {
 0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x09,0x00,
 0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
 0x00,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
-0x51,0x00,0x00,0x00,0x5f,0x00,0x00,0x00,0x10,0x00,0x06,0x00,
+0x4f,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,0x10,0x00,0x06,0x00,
 0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x00,0x01,0x00,0x00,
 0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x0c,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
@@ -910,23 +910,23 @@ unsigned char dequant_f16_data[] = {
 0x48,0x00,0x05,0x00,0x14,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
 0x14,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x4e,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x48,0x00,0x04,0x00,0x4f,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x4f,0x00,0x00,0x00,
+0x4c,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0x4d,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x4d,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x4f,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x51,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x51,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x4d,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x4f,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x4f,0x00,0x00,0x00,
 0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x5c,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x48,0x00,0x04,0x00,0x5d,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x5d,0x00,0x00,0x00,
+0x5a,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0x5b,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x5b,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x5d,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x5f,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x5f,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x5b,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x5d,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x5d,0x00,0x00,0x00,
 0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x80,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x7e,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
 0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,
 0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
@@ -945,330 +945,109 @@ unsigned char dequant_f16_data[] = {
 0x16,0x00,0x00,0x00,0x09,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x18,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
-0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x1b,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x14,0x00,0x02,0x00,
-0x24,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x2e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x48,0x00,0x00,0x00,
-0x10,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0x4a,0x00,0x00,0x00,
-0x10,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x4e,0x00,0x00,0x00,
-0x4a,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x4f,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x50,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x50,0x00,0x00,0x00,0x51,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x54,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x4a,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x5c,0x00,0x00,0x00,
-0x4a,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x5d,0x00,0x00,0x00,
-0x5c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x5e,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x5e,0x00,0x00,0x00,0x5f,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x09,0x00,0x00,0x00,
-0x79,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x09,0x00,0x00,0x00,0x7f,0x00,0x00,0x00,0x00,0x01,0x00,0x00,
-0x2c,0x00,0x06,0x00,0x0a,0x00,0x00,0x00,0x80,0x00,0x00,0x00,
-0x7f,0x00,0x00,0x00,0x79,0x00,0x00,0x00,0x79,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x6c,0x02,0x00,0x00,
-0x11,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x6d,0x02,0x00,0x00,0x12,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x6e,0x02,0x00,0x00,0x13,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x6f,0x02,0x00,0x00,
-0x04,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x70,0x02,0x00,0x00,0x14,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x71,0x02,0x00,0x00,0x05,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x72,0x02,0x00,0x00,
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-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x75,0x02,0x00,0x00,
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-0x76,0x02,0x00,0x00,0x17,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
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-0x18,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
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-0x7c,0x02,0x00,0x00,0x1a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
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-0x7f,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x80,0x02,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x81,0x02,0x00,0x00,
-0x0d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
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-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
-0x19,0x00,0x00,0x00,0x87,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
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-0x24,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,0x29,0x00,0x00,0x00,
-0xf7,0x00,0x03,0x00,0x2c,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0xfa,0x00,0x04,0x00,0x2a,0x00,0x00,0x00,0x2b,0x00,0x00,0x00,
-0x2c,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x2b,0x00,0x00,0x00,
-0x41,0x00,0x05,0x00,0x18,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,
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+0x7f,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x7f,0x00,0x00,0x00,
+0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 };
-const uint64_t dequant_f16_len = 4392;
+const uint64_t dequant_f16_len = 1748;
 
 unsigned char dequant_f16_fp32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0xc8,0x02,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x86,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 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,0x00,0x09,0x00,0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x16,0x00,0x00,0x00,0x52,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
+0x16,0x00,0x00,0x00,0x50,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
 0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
 0x00,0x01,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
@@ -1280,23 +1059,23 @@ unsigned char dequant_f16_fp32_data[] = {
 0x08,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x14,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x47,0x00,0x03,0x00,0x14,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x4f,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x50,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x4d,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x4e,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x50,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x50,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x52,0x00,0x00,0x00,
+0x4e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x4e,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,
-0x52,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x5f,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x60,0x00,0x00,0x00,
+0x50,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x5d,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x5e,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x60,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x60,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x62,0x00,0x00,0x00,
+0x5e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x5e,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x60,0x00,0x00,0x00,
 0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x62,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x85,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x60,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x83,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 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,
@@ -1315,405 +1094,105 @@ unsigned char dequant_f16_fp32_data[] = {
 0x15,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x18,0x00,0x00,0x00,
-0x09,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x14,0x00,0x02,0x00,0x24,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x48,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
-0x4a,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
-0x4e,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
-0x4f,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
-0x50,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x51,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x51,0x00,0x00,0x00,0x52,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x55,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
-0x5f,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
-0x60,0x00,0x00,0x00,0x5f,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x61,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x3b,0x00,0x04,0x00,0x61,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x64,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x09,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x09,0x00,0x00,0x00,0x84,0x00,0x00,0x00,
-0x00,0x01,0x00,0x00,0x2c,0x00,0x06,0x00,0x0a,0x00,0x00,0x00,
-0x85,0x00,0x00,0x00,0x84,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,
-0x7d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0xad,0x02,0x00,0x00,0x11,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0xae,0x02,0x00,0x00,0x12,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xaf,0x02,0x00,0x00,
-0x13,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0xb0,0x02,0x00,0x00,0x04,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0xb1,0x02,0x00,0x00,0x14,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xb2,0x02,0x00,0x00,
-0x05,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0xb3,0x02,0x00,0x00,0x15,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0xb4,0x02,0x00,0x00,0x06,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xb5,0x02,0x00,0x00,
-0x16,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0xb6,0x02,0x00,0x00,0x07,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0xb7,0x02,0x00,0x00,0x17,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xb8,0x02,0x00,0x00,
-0x08,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0xb9,0x02,0x00,0x00,0x18,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0xba,0x02,0x00,0x00,0x09,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xbb,0x02,0x00,0x00,
-0x19,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0xbc,0x02,0x00,0x00,0x0a,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0xbd,0x02,0x00,0x00,0x1a,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xbe,0x02,0x00,0x00,
-0x0b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0xbf,0x02,0x00,0x00,0x1b,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0xc0,0x02,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xc1,0x02,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0xc2,0x02,0x00,0x00,0x0d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0xc3,0x02,0x00,0x00,0x1d,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xc4,0x02,0x00,0x00,
-0x0e,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0xc5,0x02,0x00,0x00,0x1e,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0xc6,0x02,0x00,0x00,0x0f,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0xc7,0x02,0x00,0x00,
-0x1f,0x00,0x00,0x00,0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,
-0x86,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0xfb,0x00,0x03,0x00,
-0x0d,0x00,0x00,0x00,0x87,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x87,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x0d,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x09,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x0f,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x11,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
-0x18,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x1a,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x87,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
-0x1b,0x00,0x00,0x00,0x8b,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x1d,0x00,0x00,0x00,0x11,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x87,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x11,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x26,0x00,0x00,0x00,0x1d,0x00,0x00,0x00,
-0x1b,0x00,0x00,0x00,0xaf,0x00,0x05,0x00,0x24,0x00,0x00,0x00,
-0x29,0x00,0x00,0x00,0x26,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
-0xa8,0x00,0x04,0x00,0x24,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,
-0x29,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,0x2c,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x2a,0x00,0x00,0x00,
-0x2b,0x00,0x00,0x00,0x2c,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x2b,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x18,0x00,0x00,0x00,
-0x2f,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0x2f,0x00,0x00,0x00,0xaf,0x00,0x05,0x00,0x24,0x00,0x00,0x00,
-0x31,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x30,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x2c,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x2c,0x00,0x00,0x00,0xf5,0x00,0x07,0x00,0x24,0x00,0x00,0x00,
-0x32,0x00,0x00,0x00,0x29,0x00,0x00,0x00,0x87,0x00,0x00,0x00,
-0x31,0x00,0x00,0x00,0x2b,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,
-0x34,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
-0x32,0x00,0x00,0x00,0x33,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
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-0x4a,0x00,0x00,0x00,0x4c,0x02,0x00,0x00,0x4b,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x53,0x02,0x00,0x00,
-0x6a,0x00,0x00,0x00,0xc2,0x02,0x00,0x00,0x73,0x00,0x04,0x00,
-0x4e,0x00,0x00,0x00,0x56,0x02,0x00,0x00,0x48,0x02,0x00,0x00,
-0x41,0x00,0x06,0x00,0x55,0x00,0x00,0x00,0x57,0x02,0x00,0x00,
-0x62,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x53,0x02,0x00,0x00,
-0x3e,0x00,0x03,0x00,0x57,0x02,0x00,0x00,0x56,0x02,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5e,0x02,0x00,0x00,
-0x6a,0x00,0x00,0x00,0xc3,0x02,0x00,0x00,0x73,0x00,0x04,0x00,
-0x4e,0x00,0x00,0x00,0x60,0x02,0x00,0x00,0x4c,0x02,0x00,0x00,
-0x41,0x00,0x06,0x00,0x55,0x00,0x00,0x00,0x61,0x02,0x00,0x00,
-0x62,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x5e,0x02,0x00,0x00,
-0x3e,0x00,0x03,0x00,0x61,0x02,0x00,0x00,0x60,0x02,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x4e,0x00,0x00,0x00,0x6b,0x02,0x00,0x00,
-0x56,0x00,0x00,0x00,0x73,0x00,0x04,0x00,0x4a,0x00,0x00,0x00,
-0x6c,0x02,0x00,0x00,0x6b,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x4e,0x00,0x00,0x00,0x6f,0x02,0x00,0x00,0x5b,0x00,0x00,0x00,
-0x73,0x00,0x04,0x00,0x4a,0x00,0x00,0x00,0x70,0x02,0x00,0x00,
-0x6f,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x77,0x02,0x00,0x00,0x6a,0x00,0x00,0x00,0xc4,0x02,0x00,0x00,
-0x73,0x00,0x04,0x00,0x4e,0x00,0x00,0x00,0x7a,0x02,0x00,0x00,
-0x6c,0x02,0x00,0x00,0x41,0x00,0x06,0x00,0x55,0x00,0x00,0x00,
-0x7b,0x02,0x00,0x00,0x62,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
-0x77,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0x7b,0x02,0x00,0x00,
-0x7a,0x02,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x82,0x02,0x00,0x00,0x6a,0x00,0x00,0x00,0xc5,0x02,0x00,0x00,
-0x73,0x00,0x04,0x00,0x4e,0x00,0x00,0x00,0x84,0x02,0x00,0x00,
-0x70,0x02,0x00,0x00,0x41,0x00,0x06,0x00,0x55,0x00,0x00,0x00,
-0x85,0x02,0x00,0x00,0x62,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
-0x82,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,0x85,0x02,0x00,0x00,
-0x84,0x02,0x00,0x00,0x3d,0x00,0x04,0x00,0x4e,0x00,0x00,0x00,
-0x8f,0x02,0x00,0x00,0x56,0x00,0x00,0x00,0x73,0x00,0x04,0x00,
-0x4a,0x00,0x00,0x00,0x90,0x02,0x00,0x00,0x8f,0x02,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x4e,0x00,0x00,0x00,0x93,0x02,0x00,0x00,
-0x5b,0x00,0x00,0x00,0x73,0x00,0x04,0x00,0x4a,0x00,0x00,0x00,
-0x94,0x02,0x00,0x00,0x93,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x9b,0x02,0x00,0x00,0x6a,0x00,0x00,0x00,
-0xc6,0x02,0x00,0x00,0x73,0x00,0x04,0x00,0x4e,0x00,0x00,0x00,
-0x9e,0x02,0x00,0x00,0x90,0x02,0x00,0x00,0x41,0x00,0x06,0x00,
-0x55,0x00,0x00,0x00,0x9f,0x02,0x00,0x00,0x62,0x00,0x00,0x00,
-0x2e,0x00,0x00,0x00,0x9b,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
-0x9f,0x02,0x00,0x00,0x9e,0x02,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0xa6,0x02,0x00,0x00,0x6a,0x00,0x00,0x00,
-0xc7,0x02,0x00,0x00,0x73,0x00,0x04,0x00,0x4e,0x00,0x00,0x00,
-0xa8,0x02,0x00,0x00,0x94,0x02,0x00,0x00,0x41,0x00,0x06,0x00,
-0x55,0x00,0x00,0x00,0xa9,0x02,0x00,0x00,0x62,0x00,0x00,0x00,
-0x2e,0x00,0x00,0x00,0xa6,0x02,0x00,0x00,0x3e,0x00,0x03,0x00,
-0xa9,0x02,0x00,0x00,0xa8,0x02,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x86,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x86,0x00,0x00,0x00,
-0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+0x17,0x00,0x00,0x00,0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x3d,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x39,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
+0x3d,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
+0x53,0x00,0x00,0x00,0x54,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
+0x2d,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x4c,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
+0x73,0x00,0x04,0x00,0x48,0x00,0x00,0x00,0x56,0x00,0x00,0x00,
+0x55,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x58,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
+0x41,0x00,0x06,0x00,0x53,0x00,0x00,0x00,0x59,0x00,0x00,0x00,
+0x50,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x58,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x4c,0x00,0x00,0x00,0x5a,0x00,0x00,0x00,
+0x59,0x00,0x00,0x00,0x73,0x00,0x04,0x00,0x48,0x00,0x00,0x00,
+0x5b,0x00,0x00,0x00,0x5a,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0x18,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
+0x62,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x64,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x65,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x64,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x68,0x00,0x00,0x00,0x65,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
+0x73,0x00,0x04,0x00,0x4c,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
+0x56,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x53,0x00,0x00,0x00,
+0x70,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,
+0x68,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,0x70,0x00,0x00,0x00,
+0x6f,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x7a,0x00,0x00,0x00,0x68,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
+0x73,0x00,0x04,0x00,0x4c,0x00,0x00,0x00,0x7e,0x00,0x00,0x00,
+0x5b,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x53,0x00,0x00,0x00,
+0x7f,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,
+0x7a,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,0x7f,0x00,0x00,0x00,
+0x7e,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x84,0x00,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x84,0x00,0x00,0x00,0xfd,0x00,0x01,0x00,
+0x38,0x00,0x01,0x00,
 };
-const uint64_t dequant_f16_fp32_len = 5420;
+const uint64_t dequant_f16_fp32_len = 1816;
 
 unsigned char dequant_q2_K_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
@@ -15313,7 +14792,7 @@ const uint64_t gelu_f32_len = 1408;
 
 unsigned char get_rows_f16_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0x7a,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x77,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 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,
@@ -15321,7 +14800,7 @@ unsigned char get_rows_f16_data[] = {
 0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0a,0x00,
 0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
 0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1f,0x00,0x00,0x00,
-0x2d,0x00,0x00,0x00,0x57,0x00,0x00,0x00,0x65,0x00,0x00,0x00,
+0x2d,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
 0x00,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
@@ -15341,23 +14820,23 @@ unsigned char get_rows_f16_data[] = {
 0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x2d,0x00,0x00,0x00,
 0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x2d,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x54,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x55,0x00,0x00,0x00,
+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,
-0x55,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x55,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x57,0x00,0x00,0x00,
+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,
-0x57,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x62,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x63,0x00,0x00,0x00,
+0x55,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x60,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x61,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x63,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x63,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x65,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x61,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x63,0x00,0x00,0x00,
 0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x65,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x77,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x74,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 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,
@@ -15388,31 +14867,27 @@ unsigned char get_rows_f16_data[] = {
 0x2d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x10,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x30,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x10,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x44,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x49,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x16,0x00,0x03,0x00,0x50,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x1d,0x00,0x03,0x00,0x54,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
-0x1e,0x00,0x03,0x00,0x55,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x56,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x55,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x56,0x00,0x00,0x00,
-0x57,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x5a,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
-0x1d,0x00,0x03,0x00,0x62,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
-0x1e,0x00,0x03,0x00,0x63,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x64,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x63,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x64,0x00,0x00,0x00,
-0x65,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x71,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x76,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0x4e,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x52,0x00,0x00,0x00,
+0x4e,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,
+0x20,0x00,0x04,0x00,0x58,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x4e,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x60,0x00,0x00,0x00,
+0x4e,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x61,0x00,0x00,0x00,
+0x60,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x62,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
 0x00,0x02,0x00,0x00,0x2c,0x00,0x06,0x00,0x09,0x00,0x00,0x00,
-0x77,0x00,0x00,0x00,0x76,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
+0x74,0x00,0x00,0x00,0x73,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
 0x16,0x00,0x00,0x00,0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,
 0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,
-0x78,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0xfb,0x00,0x03,0x00,
-0x0c,0x00,0x00,0x00,0x79,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x79,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,0x00,0x00,0x00,
+0x75,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0xfb,0x00,0x03,0x00,
+0x0c,0x00,0x00,0x00,0x76,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x76,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0d,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,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,0x10,0x00,0x00,0x00,
@@ -15433,7 +14908,7 @@ unsigned char get_rows_f16_data[] = {
 0xf7,0x00,0x03,0x00,0x27,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x25,0x00,0x00,0x00,0x26,0x00,0x00,0x00,
 0x27,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x26,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x78,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
+0xf9,0x00,0x02,0x00,0x75,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x27,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x30,0x00,0x00,0x00,
 0x31,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
 0x1a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x10,0x00,0x00,0x00,
@@ -15446,40 +14921,40 @@ unsigned char get_rows_f16_data[] = {
 0x3f,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
 0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x41,0x00,0x00,0x00,
 0x3f,0x00,0x00,0x00,0x14,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x45,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
-0x44,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x48,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x44,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,
-0x48,0x00,0x00,0x00,0x49,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x41,0x00,0x00,0x00,
-0x44,0x00,0x00,0x00,0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x4f,0x00,0x00,0x00,0x41,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x41,0x00,0x06,0x00,0x5a,0x00,0x00,0x00,0x5b,0x00,0x00,0x00,
-0x57,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x45,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x50,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
-0x5b,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x5e,0x00,0x00,0x00,0x45,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
-0x41,0x00,0x06,0x00,0x5a,0x00,0x00,0x00,0x5f,0x00,0x00,0x00,
-0x57,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x5e,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x50,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x5f,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x68,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,
-0x41,0x00,0x06,0x00,0x5a,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
-0x65,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x68,0x00,0x00,0x00,
-0x3e,0x00,0x03,0x00,0x6d,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x72,0x00,0x00,0x00,
-0x68,0x00,0x00,0x00,0x71,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
-0x5a,0x00,0x00,0x00,0x75,0x00,0x00,0x00,0x65,0x00,0x00,0x00,
-0x2e,0x00,0x00,0x00,0x72,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
-0x75,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x78,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x78,0x00,0x00,0x00,
+0x06,0x00,0x00,0x00,0x44,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
+0x16,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x47,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
+0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x48,0x00,0x00,0x00,
+0x47,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x41,0x00,0x00,0x00,
+0x16,0x00,0x00,0x00,0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x4d,0x00,0x00,0x00,0x41,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,
+0x41,0x00,0x06,0x00,0x58,0x00,0x00,0x00,0x59,0x00,0x00,0x00,
+0x55,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x44,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x4e,0x00,0x00,0x00,0x5a,0x00,0x00,0x00,
+0x59,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x5c,0x00,0x00,0x00,0x44,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
+0x41,0x00,0x06,0x00,0x58,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,
+0x55,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x4e,0x00,0x00,0x00,0x5e,0x00,0x00,0x00,
+0x5d,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x66,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x48,0x00,0x00,0x00,
+0x41,0x00,0x06,0x00,0x58,0x00,0x00,0x00,0x6b,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x66,0x00,0x00,0x00,
+0x3e,0x00,0x03,0x00,0x6b,0x00,0x00,0x00,0x5a,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
+0x66,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
+0x58,0x00,0x00,0x00,0x72,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x2e,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
+0x72,0x00,0x00,0x00,0x5e,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x75,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x75,0x00,0x00,0x00,
 0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 };
-const uint64_t get_rows_f16_len = 1940;
+const uint64_t get_rows_f16_len = 1892;
 
 unsigned char get_rows_f16_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0x7d,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x7a,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 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,
@@ -15487,7 +14962,7 @@ unsigned char get_rows_f16_f32_data[] = {
 0x00,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x0f,0x00,0x0a,0x00,
 0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x6d,0x61,0x69,0x6e,
 0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x1f,0x00,0x00,0x00,
-0x2d,0x00,0x00,0x00,0x57,0x00,0x00,0x00,0x65,0x00,0x00,0x00,
+0x2d,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
 0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
 0x00,0x02,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
@@ -15507,23 +14982,23 @@ unsigned char get_rows_f16_f32_data[] = {
 0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x2d,0x00,0x00,0x00,
 0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x2d,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x54,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x55,0x00,0x00,0x00,
+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,
-0x55,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x55,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x57,0x00,0x00,0x00,
+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,
-0x57,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x62,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
-0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x63,0x00,0x00,0x00,
+0x55,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x60,0x00,0x00,0x00,0x06,0x00,0x00,0x00,
+0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,0x61,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
-0x63,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x63,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x65,0x00,0x00,0x00,
+0x61,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,0x61,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x63,0x00,0x00,0x00,
 0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x65,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x7a,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x77,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 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,
@@ -15554,32 +15029,28 @@ unsigned char get_rows_f16_f32_data[] = {
 0x2d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
 0x10,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x30,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x10,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x44,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x49,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x16,0x00,0x03,0x00,0x50,0x00,0x00,0x00,0x10,0x00,0x00,0x00,
-0x1d,0x00,0x03,0x00,0x54,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
-0x1e,0x00,0x03,0x00,0x55,0x00,0x00,0x00,0x54,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x56,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x55,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x56,0x00,0x00,0x00,
-0x57,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x5a,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x50,0x00,0x00,0x00,
-0x1d,0x00,0x03,0x00,0x62,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x1e,0x00,0x03,0x00,0x63,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x64,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x63,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x64,0x00,0x00,0x00,
-0x65,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x6e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x73,0x00,0x00,0x00,
-0x10,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x79,0x00,0x00,0x00,0x00,0x02,0x00,0x00,0x2c,0x00,0x06,0x00,
-0x09,0x00,0x00,0x00,0x7a,0x00,0x00,0x00,0x79,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0x4e,0x00,0x00,0x00,
+0x10,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x52,0x00,0x00,0x00,
+0x4e,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,
+0x20,0x00,0x04,0x00,0x58,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x4e,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x60,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x61,0x00,0x00,0x00,
+0x60,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x62,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0x62,0x00,0x00,0x00,0x63,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x20,0x00,0x04,0x00,0x6c,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x1c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x76,0x00,0x00,0x00,0x00,0x02,0x00,0x00,0x2c,0x00,0x06,0x00,
+0x09,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x76,0x00,0x00,0x00,
 0x16,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x36,0x00,0x05,0x00,
 0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,
-0xf7,0x00,0x03,0x00,0x7b,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0xfb,0x00,0x03,0x00,0x0c,0x00,0x00,0x00,0x7c,0x00,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x7c,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0xf7,0x00,0x03,0x00,0x78,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0xfb,0x00,0x03,0x00,0x0c,0x00,0x00,0x00,0x79,0x00,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x79,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
 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,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,
@@ -15600,7 +15071,7 @@ unsigned char get_rows_f16_f32_data[] = {
 0x23,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,0x27,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x25,0x00,0x00,0x00,
 0x26,0x00,0x00,0x00,0x27,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x26,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x7b,0x00,0x00,0x00,
+0x26,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x78,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x27,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
 0x30,0x00,0x00,0x00,0x31,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,
 0x2e,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
@@ -15613,51 +15084,51 @@ unsigned char get_rows_f16_f32_data[] = {
 0x06,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x41,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x45,0x00,0x00,0x00,
-0x3a,0x00,0x00,0x00,0x44,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x48,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
-0x44,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x4a,0x00,0x00,0x00,0x48,0x00,0x00,0x00,0x49,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x41,0x00,0x00,0x00,0x44,0x00,0x00,0x00,0x82,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x41,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x5a,0x00,0x00,0x00,
-0x5b,0x00,0x00,0x00,0x57,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
-0x45,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x50,0x00,0x00,0x00,
-0x5c,0x00,0x00,0x00,0x5b,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x5e,0x00,0x00,0x00,0x45,0x00,0x00,0x00,
-0x16,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x5a,0x00,0x00,0x00,
-0x5f,0x00,0x00,0x00,0x57,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
-0x5e,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x50,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x5f,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x68,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x4a,0x00,0x00,0x00,0x73,0x00,0x04,0x00,0x1c,0x00,0x00,0x00,
-0x6d,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
-0x6e,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,0x65,0x00,0x00,0x00,
-0x2e,0x00,0x00,0x00,0x68,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
-0x6f,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x74,0x00,0x00,0x00,0x68,0x00,0x00,0x00,
-0x73,0x00,0x00,0x00,0x73,0x00,0x04,0x00,0x1c,0x00,0x00,0x00,
-0x77,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
-0x6e,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x65,0x00,0x00,0x00,
-0x2e,0x00,0x00,0x00,0x74,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
-0x78,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x7b,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x7b,0x00,0x00,0x00,
+0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x44,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x47,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
+0x16,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x48,0x00,0x00,0x00,0x47,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
+0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,
+0x41,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x82,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x41,0x00,0x00,0x00,
+0x4c,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x58,0x00,0x00,0x00,
+0x59,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
+0x44,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x4e,0x00,0x00,0x00,
+0x5a,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,0x44,0x00,0x00,0x00,
+0x16,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x58,0x00,0x00,0x00,
+0x5d,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
+0x5c,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x4e,0x00,0x00,0x00,
+0x5e,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x66,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
+0x48,0x00,0x00,0x00,0x73,0x00,0x04,0x00,0x1c,0x00,0x00,0x00,
+0x6b,0x00,0x00,0x00,0x5a,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
+0x6c,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x2e,0x00,0x00,0x00,0x66,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
+0x6d,0x00,0x00,0x00,0x6b,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x71,0x00,0x00,0x00,0x66,0x00,0x00,0x00,
+0x16,0x00,0x00,0x00,0x73,0x00,0x04,0x00,0x1c,0x00,0x00,0x00,
+0x74,0x00,0x00,0x00,0x5e,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
+0x6c,0x00,0x00,0x00,0x75,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x2e,0x00,0x00,0x00,0x71,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
+0x75,0x00,0x00,0x00,0x74,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0x78,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x78,0x00,0x00,0x00,
 0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 };
-const uint64_t get_rows_f16_f32_len = 1988;
+const uint64_t get_rows_f16_f32_len = 1940;
 
 unsigned char get_rows_f16_f32_fp32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0x7d,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x7a,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 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,0x00,0x0a,0x00,0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1f,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x57,0x00,0x00,0x00,
-0x67,0x00,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
+0x1f,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x55,0x00,0x00,0x00,
+0x65,0x00,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
 0x11,0x00,0x00,0x00,0x00,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
@@ -15676,23 +15147,23 @@ unsigned char get_rows_f16_f32_fp32_data[] = {
 0x2b,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x2d,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0x2d,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x54,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x52,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0x55,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x55,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+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,
-0x55,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x57,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x57,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x64,0x00,0x00,0x00,
+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,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x62,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0x65,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x65,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x63,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x65,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x67,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x67,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x7a,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x65,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x65,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x77,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x13,0x00,0x02,0x00,
 0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
@@ -15723,32 +15194,28 @@ unsigned char get_rows_f16_f32_fp32_data[] = {
 0x2c,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x10,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x30,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x44,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x49,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0x53,0x00,0x00,0x00,
-0x10,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x54,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x55,0x00,0x00,0x00,
-0x54,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x56,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x56,0x00,0x00,0x00,0x57,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x5a,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x64,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x65,0x00,0x00,0x00,
-0x64,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x66,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x65,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x66,0x00,0x00,0x00,0x67,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x6f,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x1c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x74,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x79,0x00,0x00,0x00,0x00,0x02,0x00,0x00,
-0x2c,0x00,0x06,0x00,0x09,0x00,0x00,0x00,0x7a,0x00,0x00,0x00,
-0x79,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
+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,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x58,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x51,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0x62,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0x63,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x64,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x64,0x00,0x00,0x00,0x65,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x6d,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x06,0x00,0x00,0x00,0x76,0x00,0x00,0x00,0x00,0x02,0x00,0x00,
+0x2c,0x00,0x06,0x00,0x09,0x00,0x00,0x00,0x77,0x00,0x00,0x00,
+0x76,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
 0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x05,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,0x7b,0x00,0x00,0x00,
+0x05,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,0x78,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0xfb,0x00,0x03,0x00,0x0c,0x00,0x00,0x00,
-0x7c,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x7c,0x00,0x00,0x00,
+0x79,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x79,0x00,0x00,0x00,
 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,
@@ -15770,7 +15237,7 @@ unsigned char get_rows_f16_f32_fp32_data[] = {
 0x27,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,
 0x25,0x00,0x00,0x00,0x26,0x00,0x00,0x00,0x27,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x26,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
-0x7b,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x27,0x00,0x00,0x00,
+0x78,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x27,0x00,0x00,0x00,
 0x41,0x00,0x06,0x00,0x30,0x00,0x00,0x00,0x31,0x00,0x00,0x00,
 0x2d,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x10,0x00,0x00,0x00,0x32,0x00,0x00,0x00,
@@ -15783,51 +15250,51 @@ unsigned char get_rows_f16_f32_fp32_data[] = {
 0x1a,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
 0x06,0x00,0x00,0x00,0x41,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,
 0x14,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x45,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x44,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x48,0x00,0x00,0x00,
-0x3a,0x00,0x00,0x00,0x44,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,0x48,0x00,0x00,0x00,
-0x49,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x41,0x00,0x00,0x00,0x44,0x00,0x00,0x00,
-0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x41,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
-0x5a,0x00,0x00,0x00,0x5b,0x00,0x00,0x00,0x57,0x00,0x00,0x00,
-0x2e,0x00,0x00,0x00,0x45,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x53,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,0x5b,0x00,0x00,0x00,
-0x73,0x00,0x04,0x00,0x1c,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,
-0x5c,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x5f,0x00,0x00,0x00,0x45,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
-0x41,0x00,0x06,0x00,0x5a,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x57,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x5f,0x00,0x00,0x00,
-0x3d,0x00,0x04,0x00,0x53,0x00,0x00,0x00,0x61,0x00,0x00,0x00,
-0x60,0x00,0x00,0x00,0x73,0x00,0x04,0x00,0x1c,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x6a,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
-0x4a,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x6f,0x00,0x00,0x00,
-0x70,0x00,0x00,0x00,0x67,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
-0x6a,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,0x70,0x00,0x00,0x00,
-0x5d,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x75,0x00,0x00,0x00,0x6a,0x00,0x00,0x00,0x74,0x00,0x00,0x00,
-0x41,0x00,0x06,0x00,0x6f,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
-0x67,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x75,0x00,0x00,0x00,
-0x3e,0x00,0x03,0x00,0x78,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0xf9,0x00,0x02,0x00,0x7b,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x7b,0x00,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
+0x44,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
+0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x47,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x86,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x48,0x00,0x00,0x00,0x47,0x00,0x00,0x00,
+0x16,0x00,0x00,0x00,0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x4c,0x00,0x00,0x00,0x41,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
+0x82,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
+0x41,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
+0x58,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x55,0x00,0x00,0x00,
+0x2e,0x00,0x00,0x00,0x44,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x51,0x00,0x00,0x00,0x5a,0x00,0x00,0x00,0x59,0x00,0x00,0x00,
+0x73,0x00,0x04,0x00,0x1c,0x00,0x00,0x00,0x5b,0x00,0x00,0x00,
+0x5a,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x5d,0x00,0x00,0x00,0x44,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
+0x41,0x00,0x06,0x00,0x58,0x00,0x00,0x00,0x5e,0x00,0x00,0x00,
+0x55,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,
+0x3d,0x00,0x04,0x00,0x51,0x00,0x00,0x00,0x5f,0x00,0x00,0x00,
+0x5e,0x00,0x00,0x00,0x73,0x00,0x04,0x00,0x1c,0x00,0x00,0x00,
+0x60,0x00,0x00,0x00,0x5f,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x68,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,
+0x48,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x6d,0x00,0x00,0x00,
+0x6e,0x00,0x00,0x00,0x65,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
+0x68,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,0x6e,0x00,0x00,0x00,
+0x5b,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x72,0x00,0x00,0x00,0x68,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
+0x41,0x00,0x06,0x00,0x6d,0x00,0x00,0x00,0x75,0x00,0x00,0x00,
+0x65,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x72,0x00,0x00,0x00,
+0x3e,0x00,0x03,0x00,0x75,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
+0xf9,0x00,0x02,0x00,0x78,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
+0x78,0x00,0x00,0x00,0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 
 };
-const uint64_t get_rows_f16_f32_fp32_len = 1980;
+const uint64_t get_rows_f16_f32_fp32_len = 1932;
 
 unsigned char get_rows_f16_fp32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0x7e,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0x7b,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 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,0x00,0x0a,0x00,0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
-0x1f,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x57,0x00,0x00,0x00,
-0x67,0x00,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
+0x1f,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x55,0x00,0x00,0x00,
+0x65,0x00,0x00,0x00,0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,
 0x11,0x00,0x00,0x00,0x00,0x02,0x00,0x00,0x01,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1c,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
@@ -15846,23 +15313,23 @@ unsigned char get_rows_f16_fp32_data[] = {
 0x2b,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
 0x2d,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0x2d,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x54,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x52,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0x55,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x55,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+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,
-0x55,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x57,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x57,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x64,0x00,0x00,0x00,
+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,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x62,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x48,0x00,0x04,0x00,
-0x65,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
-0x48,0x00,0x05,0x00,0x65,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0x48,0x00,0x05,0x00,0x63,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x03,0x00,
-0x65,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x67,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x67,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x7b,0x00,0x00,0x00,
+0x63,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
+0x65,0x00,0x00,0x00,0x22,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x65,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
+0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x78,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,0x13,0x00,0x02,0x00,
 0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,0x03,0x00,0x00,0x00,
 0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
@@ -15893,31 +15360,27 @@ unsigned char get_rows_f16_fp32_data[] = {
 0x2c,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x2b,0x00,0x04,0x00,0x10,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x30,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x44,0x00,0x00,0x00,0x20,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x49,0x00,0x00,0x00,
-0x02,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0x53,0x00,0x00,0x00,
-0x10,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x54,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x55,0x00,0x00,0x00,
-0x54,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x56,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x56,0x00,0x00,0x00,0x57,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x5a,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,0x64,0x00,0x00,0x00,
-0x53,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0x65,0x00,0x00,0x00,
-0x64,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x66,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x65,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0x66,0x00,0x00,0x00,0x67,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x74,0x00,0x00,0x00,
-0x10,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x7a,0x00,0x00,0x00,0x00,0x02,0x00,0x00,0x2c,0x00,0x06,0x00,
-0x09,0x00,0x00,0x00,0x7b,0x00,0x00,0x00,0x7a,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
+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,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x58,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x51,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0x62,0x00,0x00,0x00,0x51,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0x63,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x64,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x64,0x00,0x00,0x00,0x65,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
+0x77,0x00,0x00,0x00,0x00,0x02,0x00,0x00,0x2c,0x00,0x06,0x00,
+0x09,0x00,0x00,0x00,0x78,0x00,0x00,0x00,0x77,0x00,0x00,0x00,
 0x16,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x36,0x00,0x05,0x00,
 0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
 0x03,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x05,0x00,0x00,0x00,
-0xf7,0x00,0x03,0x00,0x7c,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0xfb,0x00,0x03,0x00,0x0c,0x00,0x00,0x00,0x7d,0x00,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x7d,0x00,0x00,0x00,0x41,0x00,0x05,0x00,
+0xf7,0x00,0x03,0x00,0x79,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0xfb,0x00,0x03,0x00,0x0c,0x00,0x00,0x00,0x7a,0x00,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x7a,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,0x00,0x00,0x00,0x7c,0x00,0x04,0x00,
@@ -15938,7 +15401,7 @@ unsigned char get_rows_f16_fp32_data[] = {
 0x23,0x00,0x00,0x00,0xf7,0x00,0x03,0x00,0x27,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0xfa,0x00,0x04,0x00,0x25,0x00,0x00,0x00,
 0x26,0x00,0x00,0x00,0x27,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
-0x26,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x7c,0x00,0x00,0x00,
+0x26,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x79,0x00,0x00,0x00,
 0xf8,0x00,0x02,0x00,0x27,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
 0x30,0x00,0x00,0x00,0x31,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,
 0x2e,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
@@ -15951,42 +15414,42 @@ unsigned char get_rows_f16_fp32_data[] = {
 0x06,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x1a,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x41,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x14,0x00,0x00,0x00,
-0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x45,0x00,0x00,0x00,
-0x3a,0x00,0x00,0x00,0x44,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x48,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
-0x44,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x4a,0x00,0x00,0x00,0x48,0x00,0x00,0x00,0x49,0x00,0x00,0x00,
-0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x4e,0x00,0x00,0x00,
-0x41,0x00,0x00,0x00,0x44,0x00,0x00,0x00,0x82,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x41,0x00,0x00,0x00,
-0x4e,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x5a,0x00,0x00,0x00,
-0x5b,0x00,0x00,0x00,0x57,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
-0x45,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x53,0x00,0x00,0x00,
-0x5c,0x00,0x00,0x00,0x5b,0x00,0x00,0x00,0x73,0x00,0x04,0x00,
-0x1c,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,0x5c,0x00,0x00,0x00,
-0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5f,0x00,0x00,0x00,
-0x45,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
-0x5a,0x00,0x00,0x00,0x60,0x00,0x00,0x00,0x57,0x00,0x00,0x00,
-0x2e,0x00,0x00,0x00,0x5f,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
-0x53,0x00,0x00,0x00,0x61,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
-0x73,0x00,0x04,0x00,0x1c,0x00,0x00,0x00,0x62,0x00,0x00,0x00,
-0x61,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x6a,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,0x4a,0x00,0x00,0x00,
-0x73,0x00,0x04,0x00,0x53,0x00,0x00,0x00,0x6f,0x00,0x00,0x00,
-0x5d,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x5a,0x00,0x00,0x00,
-0x70,0x00,0x00,0x00,0x67,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
-0x6a,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,0x70,0x00,0x00,0x00,
-0x6f,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x75,0x00,0x00,0x00,0x6a,0x00,0x00,0x00,0x74,0x00,0x00,0x00,
-0x73,0x00,0x04,0x00,0x53,0x00,0x00,0x00,0x78,0x00,0x00,0x00,
-0x62,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x5a,0x00,0x00,0x00,
-0x79,0x00,0x00,0x00,0x67,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
-0x75,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,0x79,0x00,0x00,0x00,
-0x78,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x7c,0x00,0x00,0x00,
-0xf8,0x00,0x02,0x00,0x7c,0x00,0x00,0x00,0xfd,0x00,0x01,0x00,
+0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x44,0x00,0x00,0x00,
+0x3a,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x89,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x47,0x00,0x00,0x00,0x3a,0x00,0x00,0x00,
+0x16,0x00,0x00,0x00,0x86,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x48,0x00,0x00,0x00,0x47,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
+0x89,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x4c,0x00,0x00,0x00,
+0x41,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x82,0x00,0x05,0x00,
+0x06,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x41,0x00,0x00,0x00,
+0x4c,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x58,0x00,0x00,0x00,
+0x59,0x00,0x00,0x00,0x55,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
+0x44,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x51,0x00,0x00,0x00,
+0x5a,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x73,0x00,0x04,0x00,
+0x1c,0x00,0x00,0x00,0x5b,0x00,0x00,0x00,0x5a,0x00,0x00,0x00,
+0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,
+0x44,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
+0x58,0x00,0x00,0x00,0x5e,0x00,0x00,0x00,0x55,0x00,0x00,0x00,
+0x2e,0x00,0x00,0x00,0x5d,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,
+0x51,0x00,0x00,0x00,0x5f,0x00,0x00,0x00,0x5e,0x00,0x00,0x00,
+0x73,0x00,0x04,0x00,0x1c,0x00,0x00,0x00,0x60,0x00,0x00,0x00,
+0x5f,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x68,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x48,0x00,0x00,0x00,
+0x73,0x00,0x04,0x00,0x51,0x00,0x00,0x00,0x6d,0x00,0x00,0x00,
+0x5b,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x58,0x00,0x00,0x00,
+0x6e,0x00,0x00,0x00,0x65,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
+0x68,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,0x6e,0x00,0x00,0x00,
+0x6d,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
+0x72,0x00,0x00,0x00,0x68,0x00,0x00,0x00,0x16,0x00,0x00,0x00,
+0x73,0x00,0x04,0x00,0x51,0x00,0x00,0x00,0x75,0x00,0x00,0x00,
+0x60,0x00,0x00,0x00,0x41,0x00,0x06,0x00,0x58,0x00,0x00,0x00,
+0x76,0x00,0x00,0x00,0x65,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
+0x72,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,0x76,0x00,0x00,0x00,
+0x75,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,0x79,0x00,0x00,0x00,
+0xf8,0x00,0x02,0x00,0x79,0x00,0x00,0x00,0xfd,0x00,0x01,0x00,
 0x38,0x00,0x01,0x00,
 };
-const uint64_t get_rows_f16_fp32_len = 1996;
+const uint64_t get_rows_f16_fp32_len = 1948;
 
 unsigned char get_rows_q4_0_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
@@ -52701,7 +52164,7 @@ const uint64_t mul_f32_len = 1456;
 
 unsigned char mul_mat_vec_f16_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,
-0xba,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
+0xb6,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x11,0x00,0x02,0x00,
 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,
@@ -52709,9 +52172,9 @@ unsigned char mul_mat_vec_f16_f32_data[] = {
 0x0f,0x00,0x0c,0x00,0x05,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x6d,0x61,0x69,0x6e,0x00,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
 0x13,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,
-0x51,0x00,0x00,0x00,0x66,0x00,0x00,0x00,0xad,0x00,0x00,0x00,
+0x51,0x00,0x00,0x00,0x65,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,
 0x10,0x00,0x06,0x00,0x04,0x00,0x00,0x00,0x11,0x00,0x00,0x00,
-0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
+0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0x47,0x00,0x04,0x00,0x0c,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,
 0x1a,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x13,0x00,0x00,0x00,
 0x0b,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,0x48,0x00,0x05,0x00,
@@ -52729,23 +52192,23 @@ unsigned char mul_mat_vec_f16_f32_data[] = {
 0x47,0x00,0x04,0x00,0x51,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x51,0x00,0x00,0x00,
 0x21,0x00,0x00,0x00,0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0x63,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x04,0x00,0x64,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x64,0x00,0x00,0x00,
+0x62,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0x63,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0x63,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0x64,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0x66,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x66,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0x63,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0x65,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0x65,0x00,0x00,0x00,
 0x21,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xaa,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
-0x48,0x00,0x04,0x00,0xab,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0xab,0x00,0x00,0x00,
+0xa7,0x00,0x00,0x00,0x06,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
+0x48,0x00,0x04,0x00,0xa8,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
+0x19,0x00,0x00,0x00,0x48,0x00,0x05,0x00,0xa8,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x00,0x00,0x00,0x00,
-0x47,0x00,0x03,0x00,0xab,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x47,0x00,0x04,0x00,0xad,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
-0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xad,0x00,0x00,0x00,
+0x47,0x00,0x03,0x00,0xa8,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x47,0x00,0x04,0x00,0xaa,0x00,0x00,0x00,0x22,0x00,0x00,0x00,
+0x00,0x00,0x00,0x00,0x47,0x00,0x04,0x00,0xaa,0x00,0x00,0x00,
 0x21,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x47,0x00,0x04,0x00,
-0xb5,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
+0xb2,0x00,0x00,0x00,0x0b,0x00,0x00,0x00,0x19,0x00,0x00,0x00,
 0x13,0x00,0x02,0x00,0x02,0x00,0x00,0x00,0x21,0x00,0x03,0x00,
 0x03,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x15,0x00,0x04,0x00,
 0x06,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
@@ -52760,7 +52223,7 @@ unsigned char mul_mat_vec_f16_f32_data[] = {
 0x3b,0x00,0x04,0x00,0x0b,0x00,0x00,0x00,0x13,0x00,0x00,0x00,
 0x01,0x00,0x00,0x00,0x16,0x00,0x03,0x00,0x17,0x00,0x00,0x00,
 0x20,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x09,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
+0x18,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x1c,0x00,0x04,0x00,
 0x19,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x19,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x1a,0x00,0x00,0x00,
@@ -52775,7 +52238,7 @@ unsigned char mul_mat_vec_f16_f32_data[] = {
 0x29,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
 0x20,0x00,0x04,0x00,0x2b,0x00,0x00,0x00,0x09,0x00,0x00,0x00,
 0x06,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x2e,0x00,0x00,0x00,0x20,0x00,0x00,0x00,0x14,0x00,0x02,0x00,
+0x2e,0x00,0x00,0x00,0x01,0x00,0x00,0x00,0x14,0x00,0x02,0x00,
 0x30,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
 0x35,0x00,0x00,0x00,0x02,0x00,0x00,0x00,0x16,0x00,0x03,0x00,
 0x4d,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
@@ -52784,26 +52247,22 @@ unsigned char mul_mat_vec_f16_f32_data[] = {
 0x50,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x4f,0x00,0x00,0x00,
 0x3b,0x00,0x04,0x00,0x50,0x00,0x00,0x00,0x51,0x00,0x00,0x00,
 0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x54,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x06,0x00,0x00,0x00,0x59,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
-0x1d,0x00,0x03,0x00,0x63,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x1e,0x00,0x03,0x00,0x64,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
-0x20,0x00,0x04,0x00,0x65,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x64,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,0x65,0x00,0x00,0x00,
-0x66,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
-0x6e,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x17,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x09,0x00,0x00,0x00,0x77,0x00,0x00,0x00,
-0x01,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,0x06,0x00,0x00,0x00,
-0x80,0x00,0x00,0x00,0x10,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
-0x09,0x00,0x00,0x00,0x8b,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
-0x2b,0x00,0x04,0x00,0x09,0x00,0x00,0x00,0x8c,0x00,0x00,0x00,
-0x08,0x01,0x00,0x00,0x1d,0x00,0x03,0x00,0xaa,0x00,0x00,0x00,
-0x17,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0xab,0x00,0x00,0x00,
-0xaa,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xac,0x00,0x00,0x00,
-0x0c,0x00,0x00,0x00,0xab,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
-0xac,0x00,0x00,0x00,0xad,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
-0x2c,0x00,0x06,0x00,0x0a,0x00,0x00,0x00,0xb5,0x00,0x00,0x00,
-0x18,0x00,0x00,0x00,0x77,0x00,0x00,0x00,0x77,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x4d,0x00,0x00,0x00,0x1d,0x00,0x03,0x00,
+0x62,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,
+0x63,0x00,0x00,0x00,0x62,0x00,0x00,0x00,0x20,0x00,0x04,0x00,
+0x64,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,0x63,0x00,0x00,0x00,
+0x3b,0x00,0x04,0x00,0x64,0x00,0x00,0x00,0x65,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0x6d,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0x17,0x00,0x00,0x00,0x2b,0x00,0x04,0x00,
+0x09,0x00,0x00,0x00,0x88,0x00,0x00,0x00,0x02,0x00,0x00,0x00,
+0x2b,0x00,0x04,0x00,0x09,0x00,0x00,0x00,0x89,0x00,0x00,0x00,
+0x08,0x01,0x00,0x00,0x1d,0x00,0x03,0x00,0xa7,0x00,0x00,0x00,
+0x17,0x00,0x00,0x00,0x1e,0x00,0x03,0x00,0xa8,0x00,0x00,0x00,
+0xa7,0x00,0x00,0x00,0x20,0x00,0x04,0x00,0xa9,0x00,0x00,0x00,
+0x0c,0x00,0x00,0x00,0xa8,0x00,0x00,0x00,0x3b,0x00,0x04,0x00,
+0xa9,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,0x0c,0x00,0x00,0x00,
+0x2c,0x00,0x06,0x00,0x0a,0x00,0x00,0x00,0xb2,0x00,0x00,0x00,
+0x18,0x00,0x00,0x00,0x18,0x00,0x00,0x00,0x18,0x00,0x00,0x00,
 0x36,0x00,0x05,0x00,0x02,0x00,0x00,0x00,0x04,0x00,0x00,0x00,
 0x00,0x00,0x00,0x00,0x03,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,
 0x05,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x0e,0x00,0x00,0x00,
@@ -52819,122 +52278,91 @@ unsigned char mul_mat_vec_f16_f32_data[] = {
 0x1b,0x00,0x00,0x00,0x16,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
 0x1f,0x00,0x00,0x00,0x1d,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
 0x22,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x22,0x00,0x00,0x00,
-0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xb8,0x00,0x00,0x00,
-0x21,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x8a,0x00,0x00,0x00,
+0xf5,0x00,0x07,0x00,0x06,0x00,0x00,0x00,0xb5,0x00,0x00,0x00,
+0x21,0x00,0x00,0x00,0x05,0x00,0x00,0x00,0x87,0x00,0x00,0x00,
 0x23,0x00,0x00,0x00,0x41,0x00,0x05,0x00,0x2b,0x00,0x00,0x00,
 0x2c,0x00,0x00,0x00,0x2a,0x00,0x00,0x00,0x21,0x00,0x00,0x00,
 0x3d,0x00,0x04,0x00,0x06,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,
 0x2c,0x00,0x00,0x00,0x87,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
 0x2f,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,
 0xb1,0x00,0x05,0x00,0x30,0x00,0x00,0x00,0x31,0x00,0x00,0x00,
-0xb8,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
+0xb5,0x00,0x00,0x00,0x2f,0x00,0x00,0x00,0xf6,0x00,0x04,0x00,
 0x24,0x00,0x00,0x00,0x23,0x00,0x00,0x00,0x01,0x00,0x00,0x00,
 0xfa,0x00,0x04,0x00,0x31,0x00,0x00,0x00,0x23,0x00,0x00,0x00,
 0x24,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0x23,0x00,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x34,0x00,0x00,0x00,
-0xb8,0x00,0x00,0x00,0x2e,0x00,0x00,0x00,0x84,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x37,0x00,0x00,0x00,0x35,0x00,0x00,0x00,
-0x16,0x00,0x00,0x00,0x80,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
-0x38,0x00,0x00,0x00,0x34,0x00,0x00,0x00,0x37,0x00,0x00,0x00,
-0x84,0x00,0x05,0x00,0x06,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
-0x11,0x00,0x00,0x00,0x2d,0x00,0x00,0x00,0x80,0x00,0x05,0x00,
-0x06,0x00,0x00,0x00,0x3f,0x00,0x00,0x00,0x3d,0x00,0x00,0x00,
-0x38,0x00,0x00,0x00,0x87,0x00,0x05,0x00,0x06,0x00,0x00,0x00,
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+0x1e,0x00,0x00,0x00,0xaf,0x00,0x00,0x00,0x1b,0x00,0x00,0x00,
+0x21,0x00,0x00,0x00,0x3d,0x00,0x04,0x00,0x17,0x00,0x00,0x00,
+0xb0,0x00,0x00,0x00,0xaf,0x00,0x00,0x00,0x41,0x00,0x06,0x00,
+0x6d,0x00,0x00,0x00,0xb1,0x00,0x00,0x00,0xaa,0x00,0x00,0x00,
+0x21,0x00,0x00,0x00,0xae,0x00,0x00,0x00,0x3e,0x00,0x03,0x00,
+0xb1,0x00,0x00,0x00,0xb0,0x00,0x00,0x00,0xf9,0x00,0x02,0x00,
+0xa6,0x00,0x00,0x00,0xf8,0x00,0x02,0x00,0xa6,0x00,0x00,0x00,
+0xfd,0x00,0x01,0x00,0x38,0x00,0x01,0x00,
 };
-const uint64_t mul_mat_vec_f16_f32_len = 2788;
+const uint64_t mul_mat_vec_f16_f32_len = 2372;
 
 unsigned char mul_mat_vec_nc_f16_f32_data[] = {
 0x03,0x02,0x23,0x07,0x00,0x05,0x01,0x00,0x0b,0x00,0x0d,0x00,

diff --git a/ggml-vulkan.cpp b/ggml-vulkan.cpp
index 1d93ec6bbc4a683156d7a0b4c6b34ea26645ac1e..bccc40bf5ed82dd40f990b27e6dee96e285f0bac 100644 (file)
--- a/ggml-vulkan.cpp
+++ b/ggml-vulkan.cpp
@@ -817,7 +817,7 @@ static void ggml_vk_load_shaders() {
     // mulmat
     std::initializer_list<uint32_t> warptile_l = { 128, 128, 128, 16, vk_device.subgroup_size * 2, 64, 2, 4, 4, vk_device.subgroup_size };
     std::initializer_list<uint32_t> warptile_m = { 128,  64,  64, 16, vk_device.subgroup_size, 32, 2, 4, 2, vk_device.subgroup_size };
-    std::initializer_list<uint32_t> warptile_s = { vk_device.subgroup_size,  32,  32,  8, 32, 32, 2, 2, 2, vk_device.subgroup_size };
+    std::initializer_list<uint32_t> warptile_s = { vk_device.subgroup_size,  32,  32, 16, 32, 32, 2, 2, 2, vk_device.subgroup_size };
 
     std::array<uint32_t, 3> l_wg_denoms = {128, 128, 1 };
     std::array<uint32_t, 3> m_wg_denoms = { 64,  64, 1 };
@@ -2873,7 +2873,8 @@ static void ggml_vk_op_f32(vk_context * ctx, const ggml_tensor * src0, const ggm
     if (op == GGML_OP_CPY) {
         GGML_ASSERT(!transfer_src0);
         GGML_ASSERT(!transfer_src1);
-        d_sz = dst->ne[1] * dst->nb[1];
+        x_sz = ggml_nbytes(src0);
+        d_sz = ggml_nbytes(dst);
 
         if (extra->offset + d_sz >= d_D->size) {
             d_sz = VK_WHOLE_SIZE;
@@ -4556,8 +4557,15 @@ GGML_CALL static bool ggml_backend_vk_graph_compute(ggml_backend_t backend, ggml
     }
     ggml_vk_preallocate_buffers();
 
+    int last_node = cgraph->n_nodes - 1;
+
+    // If the last op in the cgraph isn't backend GPU, the command buffer doesn't get closed properly
+    while (last_node > 0 && cgraph->nodes[last_node]->backend != GGML_BACKEND_GPU) {
+        last_node -= 1;
+    }
+
     for (int i = 0; i < cgraph->n_nodes; i++) {
-        ggml_vk_build_graph(cgraph->nodes[i], i == cgraph->n_nodes - 1);
+        ggml_vk_build_graph(cgraph->nodes[i], i == last_node);
     }
 
     ggml_compute_params params = {};

diff --git a/ggml_vk_generate_shaders.py b/ggml_vk_generate_shaders.py
index d0861fde452c4557131079198afa27265eac1d8e..6b1b82bf319b58957acd85d3ccfd7b521685b53a 100644 (file)
--- a/ggml_vk_generate_shaders.py
+++ b/ggml_vk_generate_shaders.py
@@ -19,8 +19,8 @@ shader_int8_ext = """
 
 # Type-specific defines
 shader_f16_defines = """
-#define QUANT_K 32
-#define QUANT_R 2
+#define QUANT_K 1
+#define QUANT_R 1
 
 #define A_TYPE float16_t
 """