../../include/ggml-vulkan.h
)
+ # Compile a test shader to determine whether GL_NV_cooperative_matrix2 is supported.
+ # If it's not, there will be an error to stderr.
+ # If it's supported, set a define to indicate that we should compile those shaders
+ execute_process(COMMAND ${Vulkan_GLSLC_EXECUTABLE} -o - -fshader-stage=compute --target-env=vulkan1.3 "${CMAKE_CURRENT_SOURCE_DIR}/vulkan-shaders/test_coopmat2_support.comp"
+ OUTPUT_VARIABLE glslc_output
+ ERROR_VARIABLE glslc_error)
+
+ if (${glslc_error} MATCHES ".*extension not supported: GL_NV_cooperative_matrix2.*")
+ message(STATUS "GL_NV_cooperative_matrix2 not supported by glslc")
+ else()
+ message(STATUS "GL_NV_cooperative_matrix2 supported by glslc")
+ add_compile_definitions(GGML_VULKAN_COOPMAT2_GLSLC_SUPPORT)
+ endif()
+
target_link_libraries(ggml-vulkan PRIVATE Vulkan::Vulkan)
target_include_directories(ggml-vulkan PRIVATE ${CMAKE_CURRENT_BINARY_DIR})
compiles.push_back(std::async(ggml_vk_create_pipeline_func, std::ref(device), std::ref(pipeline), name, spv_size, spv_data, entrypoint, parameter_count, push_constant_size, wg_denoms, specialization_constants, align, disable_robustness));
};
-#if defined(VK_NV_cooperative_matrix2)
+#if defined(VK_NV_cooperative_matrix2) && defined(GGML_VULKAN_COOPMAT2_GLSLC_SUPPORT)
if (device->coopmat2) {
auto const &fa_wg_denoms = [&](uint32_t D, uint32_t clamp, ggml_type type, bool small_rows) -> std::array<uint32_t, 3> {
#undef CREATE_MM
#undef CREATE_MM2
} else
-#endif // defined(VK_NV_cooperative_matrix2)
+#endif // defined(VK_NV_cooperative_matrix2) && defined(GGML_VULKAN_COOPMAT2_GLSLC_SUPPORT)
if (device->coopmat_support) {
// Create 6 variants, {s,m,l}x{unaligned,aligned}
#define CREATE_MM(PIPELINE_NAME, NAMELC, F16ACC, WG_DENOMS, WARPTILE, PUSHCONST, PARAMCOUNT, ID) \
device->coopmat_support = device->coopmat_support && coopmat_features.cooperativeMatrix;
if (coopmat2_support) {
-#if defined(VK_NV_cooperative_matrix2)
+#if defined(VK_NV_cooperative_matrix2) && defined(GGML_VULKAN_COOPMAT2_GLSLC_SUPPORT)
if (coopmat2_features.cooperativeMatrixWorkgroupScope &&
coopmat2_features.cooperativeMatrixFlexibleDimensions &&
coopmat2_features.cooperativeMatrixReductions &&
bool fp16_storage = false;
bool fp16_compute = false;
bool coopmat_support = false;
+ bool coopmat2_support = false;
for (auto properties : ext_props) {
if (strcmp("VK_KHR_16bit_storage", properties.extensionName) == 0) {
fp16_storage = true;
} else if (strcmp("VK_KHR_shader_float16_int8", properties.extensionName) == 0) {
fp16_compute = true;
- } else if (strcmp("VK_KHR_cooperative_matrix", properties.extensionName) == 0) {
+ } else if (strcmp("VK_KHR_cooperative_matrix", properties.extensionName) == 0 &&
+ !getenv("GGML_VK_DISABLE_COOPMAT")) {
coopmat_support = true;
+ } else if (strcmp("VK_NV_cooperative_matrix2", properties.extensionName) == 0 &&
+ !getenv("GGML_VK_DISABLE_COOPMAT2")) {
+ coopmat2_support = true;
}
}
coopmat_support = coopmat_support && coopmat_features.cooperativeMatrix;
+ std::string matrix_cores = coopmat2_support ? "NV_coopmat2" : coopmat_support ? "KHR_coopmat" : "none";
+
std::string device_name = props2.properties.deviceName.data();
- GGML_LOG_DEBUG("ggml_vulkan: %zu = %s (%s) | uma: %d | fp16: %d | warp size: %zu | matrix cores: %d\n",
- idx, device_name.c_str(), driver_props.driverName.data(), uma, fp16, subgroup_size, coopmat_support);
+ GGML_LOG_DEBUG("ggml_vulkan: %zu = %s (%s) | uma: %d | fp16: %d | warp size: %zu | matrix cores: %s\n",
+ idx, device_name.c_str(), driver_props.driverName.data(), uma, fp16, subgroup_size, matrix_cores.c_str());
if (props2.properties.deviceType == vk::PhysicalDeviceType::eCpu) {
GGML_LOG_DEBUG("ggml_vulkan: Warning: Device type is CPU. This is probably not the device you want.\n");
matmul_shaders(true, matmul_id, true, false, false);
matmul_shaders(true, matmul_id, true, false, true);
-#if defined(VK_NV_cooperative_matrix2)
+#if defined(GGML_VULKAN_COOPMAT2_GLSLC_SUPPORT)
// Coopmat2, fp32acc and fp16acc
matmul_shaders(true, matmul_id, false, true, false);
matmul_shaders(true, matmul_id, false, true, true);
#endif
}
-#if defined(VK_NV_cooperative_matrix2)
+#if defined(GGML_VULKAN_COOPMAT2_GLSLC_SUPPORT)
// flash attention
for (const auto& f16acc : {false, true}) {
std::string acctype = f16acc ? "float16_t" : "float";