From 0478174d5959b66096ae6609fcb0df14cab66b51 Mon Sep 17 00:00:00 2001 From: Ouadie EL FAROUKI Date: Wed, 7 Aug 2024 11:25:36 +0100 Subject: [PATCH] [SYCL] Updated SYCL device filtering (#8901) * Updated device filter to depend on default_selector (fixes non-intel device issues) * Small related update to example/sycl Readme --- examples/sycl/README.md | 24 +++++++++--------------- ggml/src/ggml-sycl/dpct/helper.hpp | 19 ++++++++++++++++--- 2 files changed, 25 insertions(+), 18 deletions(-) diff --git a/examples/sycl/README.md b/examples/sycl/README.md index 0e3acd35b..8819d87f5 100644 --- a/examples/sycl/README.md +++ b/examples/sycl/README.md @@ -12,9 +12,9 @@ This example program provides the tools for llama.cpp for SYCL on Intel GPU. List all SYCL devices with ID, compute capability, max work group size, ect. -1. Build the llama.cpp for SYCL for all targets. +1. Build the llama.cpp for SYCL for the specified target *(using GGML_SYCL_TARGET)*. -2. Enable oneAPI running environment +2. Enable oneAPI running environment *(if GGML_SYCL_TARGET is set to INTEL -default-)* ``` source /opt/intel/oneapi/setvars.sh @@ -29,19 +29,13 @@ source /opt/intel/oneapi/setvars.sh Check the ID in startup log, like: ``` -found 4 SYCL devices: - Device 0: Intel(R) Arc(TM) A770 Graphics, compute capability 1.3, - max compute_units 512, max work group size 1024, max sub group size 32, global mem size 16225243136 - Device 1: Intel(R) FPGA Emulation Device, compute capability 1.2, - max compute_units 24, max work group size 67108864, max sub group size 64, global mem size 67065057280 - Device 2: 13th Gen Intel(R) Core(TM) i7-13700K, compute capability 3.0, - max compute_units 24, max work group size 8192, max sub group size 64, global mem size 67065057280 - Device 3: Intel(R) Arc(TM) A770 Graphics, compute capability 3.0, - max compute_units 512, max work group size 1024, max sub group size 32, global mem size 16225243136 +found 2 SYCL devices: +| | | | |Max | |Max |Global | | +| | | | |compute|Max work|sub |mem | | +|ID| Device Type| Name|Version|units |group |group|size | Driver version| +|--|-------------------|---------------------------------------|-------|-------|--------|-----|-------|---------------------| +| 0| [level_zero:gpu:0]| Intel Arc A770 Graphics| 1.3| 512| 1024| 32| 16225M| 1.3.29138| +| 1| [level_zero:gpu:1]| Intel UHD Graphics 750| 1.3| 32| 512| 32| 62631M| 1.3.29138| ``` -|Attribute|Note| -|-|-| -|compute capability 1.3|Level-zero running time, recommended | -|compute capability 3.0|OpenCL running time, slower than level-zero in most cases| diff --git a/ggml/src/ggml-sycl/dpct/helper.hpp b/ggml/src/ggml-sycl/dpct/helper.hpp index ef4609e32..fe4a8f744 100644 --- a/ggml/src/ggml-sycl/dpct/helper.hpp +++ b/ggml/src/ggml-sycl/dpct/helper.hpp @@ -874,7 +874,7 @@ namespace dpct inline std::string get_preferred_gpu_platform_name() { std::string result; - std::string filter = "level-zero"; + std::string filter = ""; char* env = getenv("ONEAPI_DEVICE_SELECTOR"); if (env) { if (std::strstr(env, "level_zero")) { @@ -892,11 +892,24 @@ namespace dpct else { throw std::runtime_error("invalid device filter: " + std::string(env)); } + } else { + auto default_device = sycl::device(sycl::default_selector_v); + auto default_platform_name = default_device.get_platform().get_info(); + + if (std::strstr(default_platform_name.c_str(), "Level-Zero") || default_device.is_cpu()) { + filter = "level-zero"; + } + else if (std::strstr(default_platform_name.c_str(), "CUDA")) { + filter = "cuda"; + } + else if (std::strstr(default_platform_name.c_str(), "HIP")) { + filter = "hip"; + } } - auto plaform_list = sycl::platform::get_platforms(); + auto platform_list = sycl::platform::get_platforms(); - for (const auto& platform : plaform_list) { + for (const auto& platform : platform_list) { auto devices = platform.get_devices(); auto gpu_dev = std::find_if(devices.begin(), devices.end(), [](const sycl::device& d) { return d.is_gpu();