// // MIT license // Copyright (C) 2024 Intel Corporation // SPDX-License-Identifier: MIT // // // Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions. // See https://llvm.org/LICENSE.txt for license information. // SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception // #include "common.hpp" #include #ifdef GGML_SYCL_SUPPORT_LEVEL_ZERO_API #include #endif #include "ggml-backend-impl.h" #include "ggml-impl.h" int get_current_device_id() { return dpct::dev_mgr::instance().current_device_id(); } void* ggml_sycl_host_malloc(size_t size) try { if (getenv("GGML_SYCL_NO_PINNED") != nullptr) { return nullptr; } void* ptr = nullptr; // allow to use dpct::get_in_order_queue() for host malloc dpct::err0 err = CHECK_TRY_ERROR( ptr = (void*)sycl::malloc_host(size, dpct::get_in_order_queue())); if (err != 0) { // clear the error GGML_LOG_ERROR("WARNING: failed to allocate %.2f MB of pinned memory: %s\n", size / 1024.0 / 1024.0, "syclGetErrorString is not supported"); return nullptr; } return ptr; } catch (sycl::exception const& exc) { std::cerr << exc.what() << "Exception caught at file:" << __FILE__ << ", line:" << __LINE__ << std::endl; std::exit(1); } void ggml_sycl_host_free(void* ptr) try { // allow to use dpct::get_in_order_queue() for host malloc SYCL_CHECK(CHECK_TRY_ERROR(sycl::free(ptr, dpct::get_in_order_queue()))); } catch (sycl::exception const& exc) { std::cerr << exc.what() << "Exception caught at file:" << __FILE__ << ", line:" << __LINE__ << std::endl; std::exit(1); } bool gpu_has_xmx(sycl::device &dev) { return dev.has(sycl::aspect::ext_intel_matrix); } int ggml_sycl_get_env(const char *env_name, int default_val) { char *user_device_string = getenv(env_name); int user_number = default_val; unsigned n; if (user_device_string != NULL && sscanf(user_device_string, " %u", &n) == 1) { user_number = (int)n; } else { user_number = default_val; } return user_number; } int64_t downsample_sycl_global_range(int64_t accumulate_block_num, int64_t block_size) { const int64_t max_range = std::numeric_limits::max(); int64_t sycl_down_blk_size = block_size; int64_t global_range = accumulate_block_num * sycl_down_blk_size; while(global_range > max_range) { sycl_down_blk_size /= 2; global_range = accumulate_block_num * sycl_down_blk_size; } return sycl_down_blk_size; } #ifdef GGML_SYCL_SUPPORT_LEVEL_ZERO_API static bool ggml_sycl_use_level_zero_device_alloc(sycl::queue &q) { return g_ggml_sycl_use_level_zero_api && q.get_device().is_gpu() && q.get_backend() == sycl::backend::ext_oneapi_level_zero; } #endif // Use Level Zero zeMemAllocDevice to avoid sycl::malloc_device triggering // DMA-buf/TTM system RAM staging in the xe kernel driver during multi-GPU inference. void * ggml_sycl_malloc_device(size_t size, sycl::queue &q) { #ifdef GGML_SYCL_SUPPORT_LEVEL_ZERO_API if (ggml_sycl_use_level_zero_device_alloc(q)) { void *ptr = nullptr; auto ze_ctx = sycl::get_native(q.get_context()); auto ze_dev = sycl::get_native(q.get_device()); #ifdef ZE_RELAXED_ALLOCATION_LIMITS_EXP_NAME ze_relaxed_allocation_limits_exp_desc_t relaxed_desc = { ZE_STRUCTURE_TYPE_RELAXED_ALLOCATION_LIMITS_EXP_DESC, nullptr, ZE_RELAXED_ALLOCATION_LIMITS_EXP_FLAG_MAX_SIZE, }; ze_device_mem_alloc_desc_t alloc_desc = { ZE_STRUCTURE_TYPE_DEVICE_MEM_ALLOC_DESC, &relaxed_desc, 0, 0, }; #else ze_device_mem_alloc_desc_t alloc_desc = {ZE_STRUCTURE_TYPE_DEVICE_MEM_ALLOC_DESC, nullptr, 0, 0}; #endif ze_result_t r = zeMemAllocDevice(ze_ctx, &alloc_desc, size, 64, ze_dev, &ptr); if (r == ZE_RESULT_SUCCESS && ptr) { return ptr; } return nullptr; } #endif return sycl::malloc_device(size, q); } void ggml_sycl_free_device(void *ptr, sycl::queue &q) { if (!ptr) return; #ifdef GGML_SYCL_SUPPORT_LEVEL_ZERO_API if (ggml_sycl_use_level_zero_device_alloc(q)) { auto ze_ctx = sycl::get_native(q.get_context()); zeMemFree(ze_ctx, ptr); return; } #endif SYCL_CHECK(CHECK_TRY_ERROR(sycl::free(ptr, q))); } void release_extra_gpu(ggml_tensor_extra_gpu * extra, std::vector streams) { for (int i = 0; i < ggml_sycl_info().device_count; ++i) { for (int64_t is = 0; is < GGML_SYCL_MAX_STREAMS; ++is) { if (extra->events[i][is] != nullptr) { SYCL_CHECK(CHECK_TRY_ERROR(dpct::destroy_event(extra->events[i][is]))); } } if (extra->data_device[i] != nullptr && streams.size()>0) { ggml_sycl_set_device(i); SYCL_CHECK(CHECK_TRY_ERROR(ggml_sycl_free_device(extra->data_device[i], *(streams[i])))); } } delete extra; }