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https://github.com/ggml-org/llama.cpp.git
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vulkan: initialize vulkan-hpp to allow using extension function pointers (#15705)
Use this to query register count for shader compiles on NVIDIA. Currently this is only for performance debug, but it could eventually be used in some heuristics like split_k.
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@@ -5,8 +5,14 @@
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#include "ggml-cpu.h"
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#endif
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// See https://github.com/KhronosGroup/Vulkan-Hpp?tab=readme-ov-file#extensions--per-device-function-pointers-
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#define VULKAN_HPP_DISPATCH_LOADER_DYNAMIC 1
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#include <vulkan/vulkan.hpp>
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// See https://github.com/KhronosGroup/Vulkan-Hpp?tab=readme-ov-file#extensions--per-device-function-pointers-
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VULKAN_HPP_DEFAULT_DISPATCH_LOADER_DYNAMIC_STORAGE
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#include <algorithm>
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#include <cmath>
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#include <iomanip>
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@@ -121,6 +127,8 @@ struct vk_pipeline_struct {
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bool needed {};
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// set to true when the shader has been compiled
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bool compiled {};
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// number of registers used, extracted from pipeline executable properties
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uint32_t register_count {};
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};
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typedef std::shared_ptr<vk_pipeline_struct> vk_pipeline;
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@@ -429,6 +437,8 @@ struct vk_device_struct {
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bool coopmat2;
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bool pipeline_executable_properties_support {};
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size_t idx;
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bool mul_mat_l[GGML_TYPE_COUNT];
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@@ -1603,6 +1613,20 @@ static void ggml_vk_create_pipeline_func(vk_device& device, vk_pipeline& pipelin
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vk_instance.pfn_vkSetDebugUtilsObjectNameEXT(device->device, &static_cast<VkDebugUtilsObjectNameInfoEXT &>(duoni));
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}
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if (device->pipeline_executable_properties_support) {
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vk::PipelineExecutableInfoKHR executableInfo;
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executableInfo.pipeline = pipeline->pipeline;
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auto statistics = device->device.getPipelineExecutableStatisticsKHR(executableInfo);
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for (auto & s : statistics) {
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// "Register Count" is reported by NVIDIA drivers.
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if (strcmp(s.name, "Register Count") == 0) {
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VK_LOG_DEBUG(pipeline->name << " " << s.name << ": " << s.value.u64 << " registers");
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pipeline->register_count = (uint32_t)s.value.u64;
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}
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}
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}
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{
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std::lock_guard<std::recursive_mutex> guard(device->mutex);
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device->all_pipelines.push_back(pipeline);
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@@ -3610,6 +3634,7 @@ static vk_device ggml_vk_get_device(size_t idx) {
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bool amd_shader_core_properties2 = false;
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bool pipeline_robustness = false;
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bool coopmat2_support = false;
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bool pipeline_executable_properties_support = false;
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device->coopmat_support = false;
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device->integer_dot_product = false;
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bool bfloat16_support = false;
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@@ -3652,6 +3677,8 @@ static vk_device ggml_vk_get_device(size_t idx) {
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!getenv("GGML_VK_DISABLE_BFLOAT16")) {
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bfloat16_support = true;
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#endif
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} else if (strcmp("VK_KHR_pipeline_executable_properties", properties.extensionName) == 0) {
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pipeline_executable_properties_support = true;
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}
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}
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@@ -3878,8 +3905,18 @@ static vk_device ggml_vk_get_device(size_t idx) {
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device_extensions.push_back("VK_KHR_shader_integer_dot_product");
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}
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VkPhysicalDevicePipelineExecutablePropertiesFeaturesKHR pep_features {};
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pep_features.sType = VK_STRUCTURE_TYPE_PHYSICAL_DEVICE_PIPELINE_EXECUTABLE_PROPERTIES_FEATURES_KHR;
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if (pipeline_executable_properties_support) {
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last_struct->pNext = (VkBaseOutStructure *)&pep_features;
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last_struct = (VkBaseOutStructure *)&pep_features;
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device_extensions.push_back("VK_KHR_pipeline_executable_properties");
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}
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vkGetPhysicalDeviceFeatures2(device->physical_device, &device_features2);
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device->pipeline_executable_properties_support = pipeline_executable_properties_support;
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device->fp16 = device->fp16 && vk12_features.shaderFloat16;
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#if defined(VK_KHR_shader_bfloat16)
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@@ -4395,6 +4432,9 @@ static void ggml_vk_instance_init() {
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}
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VK_LOG_DEBUG("ggml_vk_instance_init()");
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// See https://github.com/KhronosGroup/Vulkan-Hpp?tab=readme-ov-file#extensions--per-device-function-pointers-
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VULKAN_HPP_DEFAULT_DISPATCHER.init(vkGetInstanceProcAddr);
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uint32_t api_version = vk::enumerateInstanceVersion();
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if (api_version < VK_API_VERSION_1_2) {
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@@ -4462,6 +4502,9 @@ static void ggml_vk_instance_init() {
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vk_perf_logger_enabled = getenv("GGML_VK_PERF_LOGGER") != nullptr;
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// See https://github.com/KhronosGroup/Vulkan-Hpp?tab=readme-ov-file#extensions--per-device-function-pointers-
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VULKAN_HPP_DEFAULT_DISPATCHER.init(vk_instance.instance);
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std::vector<vk::PhysicalDevice> devices = vk_instance.instance.enumeratePhysicalDevices();
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// Emulate behavior of CUDA_VISIBLE_DEVICES for Vulkan
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