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https://github.com/ggml-org/llama.cpp.git
synced 2025-10-27 08:21:30 +00:00
Vulkan iGPU device selection overhaul and PCI ID API support (#15947)
* vulkan: implement ggml igpu device type, implement pci id support * fix compiler warning * prevent printf overflow warning
This commit is contained in:
@@ -4497,7 +4497,7 @@ static void ggml_vk_instance_init() {
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new_driver.pNext = &new_id;
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devices[i].getProperties2(&new_props);
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if (new_props.properties.deviceType == vk::PhysicalDeviceType::eDiscreteGpu) {
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if (new_props.properties.deviceType == vk::PhysicalDeviceType::eDiscreteGpu || new_props.properties.deviceType == vk::PhysicalDeviceType::eIntegratedGpu) {
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// Check if there are two physical devices corresponding to the same GPU
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auto old_device = std::find_if(
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vk_instance.device_indices.begin(),
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@@ -4567,7 +4567,7 @@ static void ggml_vk_instance_init() {
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}
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}
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// If no dedicated GPUs found, fall back to the first non-CPU device.
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// If no GPUs found, fall back to the first non-CPU device.
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// If only CPU devices are available, return without devices.
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if (vk_instance.device_indices.empty()) {
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for (size_t i = 0; i < devices.size(); i++) {
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@@ -12078,12 +12078,63 @@ void ggml_backend_vk_get_device_memory(int device, size_t * free, size_t * total
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}
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}
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static vk::PhysicalDeviceType ggml_backend_vk_get_device_type(int device_idx) {
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GGML_ASSERT(device_idx >= 0 && device_idx < (int) vk_instance.device_indices.size());
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vk::PhysicalDevice device = vk_instance.instance.enumeratePhysicalDevices()[vk_instance.device_indices[device_idx]];
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vk::PhysicalDeviceProperties2 props = {};
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device.getProperties2(&props);
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return props.properties.deviceType;
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}
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static std::string ggml_backend_vk_get_device_pci_id(int device_idx) {
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GGML_ASSERT(device_idx >= 0 && device_idx < (int) vk_instance.device_indices.size());
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vk::PhysicalDevice device = vk_instance.instance.enumeratePhysicalDevices()[vk_instance.device_indices[device_idx]];
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const std::vector<vk::ExtensionProperties> ext_props = device.enumerateDeviceExtensionProperties();
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bool ext_support = false;
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for (const auto& properties : ext_props) {
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if (strcmp("VK_EXT_pci_bus_info", properties.extensionName) == 0) {
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ext_support = true;
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break;
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}
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}
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if (!ext_support) {
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return "";
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}
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vk::PhysicalDeviceProperties2 props = {};
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vk::PhysicalDevicePCIBusInfoPropertiesEXT pci_bus_info = {};
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props.pNext = &pci_bus_info;
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device.getProperties2(&props);
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const uint32_t pci_domain = pci_bus_info.pciDomain;
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const uint32_t pci_bus = pci_bus_info.pciBus;
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const uint32_t pci_device = pci_bus_info.pciDevice;
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const uint8_t pci_function = (uint8_t) pci_bus_info.pciFunction; // pci function is between 0 and 7, prevent printf overflow warning
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char pci_bus_id[16] = {};
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snprintf(pci_bus_id, sizeof(pci_bus_id), "%04x:%02x:%02x.%x", pci_domain, pci_bus, pci_device, pci_function);
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return std::string(pci_bus_id);
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}
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//////////////////////////
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struct ggml_backend_vk_device_context {
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size_t device;
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std::string name;
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std::string description;
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bool is_integrated_gpu;
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std::string pci_bus_id;
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};
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static const char * ggml_backend_vk_device_get_name(ggml_backend_dev_t dev) {
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@@ -12112,16 +12163,18 @@ static ggml_backend_buffer_type_t ggml_backend_vk_device_get_host_buffer_type(gg
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}
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static enum ggml_backend_dev_type ggml_backend_vk_device_get_type(ggml_backend_dev_t dev) {
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UNUSED(dev);
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// TODO: return GGML_BACKEND_DEVICE_TYPE_IGPU for integrated GPUs
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return GGML_BACKEND_DEVICE_TYPE_GPU;
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ggml_backend_vk_device_context * ctx = (ggml_backend_vk_device_context *)dev->context;
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return ctx->is_integrated_gpu ? GGML_BACKEND_DEVICE_TYPE_IGPU : GGML_BACKEND_DEVICE_TYPE_GPU;
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}
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static void ggml_backend_vk_device_get_props(ggml_backend_dev_t dev, struct ggml_backend_dev_props * props) {
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ggml_backend_vk_device_context * ctx = (ggml_backend_vk_device_context *)dev->context;
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props->name = ggml_backend_vk_device_get_name(dev);
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props->description = ggml_backend_vk_device_get_description(dev);
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props->type = ggml_backend_vk_device_get_type(dev);
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// TODO: set props->device_id to PCI bus id
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props->device_id = ctx->pci_bus_id.empty() ? nullptr : ctx->pci_bus_id.c_str();
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ggml_backend_vk_device_get_memory(dev, &props->memory_free, &props->memory_total);
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props->caps = {
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/* .async = */ false,
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@@ -12388,8 +12441,8 @@ static bool ggml_backend_vk_device_supports_op(ggml_backend_dev_t dev, const ggm
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}
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if (
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src0_type == GGML_TYPE_F32 && src1_type == GGML_TYPE_I32 ||
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src0_type == GGML_TYPE_I32 && src1_type == GGML_TYPE_F32
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(src0_type == GGML_TYPE_F32 && src1_type == GGML_TYPE_I32) ||
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(src0_type == GGML_TYPE_I32 && src1_type == GGML_TYPE_F32)
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) {
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return true;
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}
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@@ -12554,6 +12607,8 @@ static ggml_backend_dev_t ggml_backend_vk_reg_get_device(ggml_backend_reg_t reg,
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ctx->device = i;
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ctx->name = GGML_VK_NAME + std::to_string(i);
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ctx->description = desc;
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ctx->is_integrated_gpu = ggml_backend_vk_get_device_type(i) == vk::PhysicalDeviceType::eIntegratedGpu;
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ctx->pci_bus_id = ggml_backend_vk_get_device_pci_id(i);
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devices.push_back(new ggml_backend_device {
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/* .iface = */ ggml_backend_vk_device_i,
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/* .reg = */ reg,
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