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9
examples/sycl/CMakeLists.txt
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9
examples/sycl/CMakeLists.txt
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# MIT license
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# Copyright (C) 2024 Intel Corporation
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# SPDX-License-Identifier: MIT
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set(TARGET ls-sycl-device)
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add_executable(${TARGET} ls-sycl-device.cpp)
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install(TARGETS ${TARGET} RUNTIME)
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target_link_libraries(${TARGET} PRIVATE common whisper ${CMAKE_THREAD_LIBS_INIT})
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target_compile_features(${TARGET} PRIVATE cxx_std_17)
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47
examples/sycl/README.md
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examples/sycl/README.md
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# llama.cpp/example/sycl
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This example program provide the tools for llama.cpp for SYCL on Intel GPU.
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## Tool
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|Tool Name| Function|Status|
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|-|-|-|
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|ls-sycl-device| List all SYCL devices with ID, compute capability, max work group size, etc.|Support|
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### ls-sycl-device
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List all SYCL devices with ID, compute capability, max work group size, etc.
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1. Build the llama.cpp for SYCL for all targets.
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2. Enable oneAPI running environment
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```
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source /opt/intel/oneapi/setvars.sh
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```
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3. Execute
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```
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./build/bin/ls-sycl-device
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```
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Check the ID in startup log, like:
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```
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found 4 SYCL devices:
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Device 0: Intel(R) Arc(TM) A770 Graphics, compute capability 1.3,
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max compute_units 512, max work group size 1024, max sub group size 32, global mem size 16225243136
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Device 1: Intel(R) FPGA Emulation Device, compute capability 1.2,
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max compute_units 24, max work group size 67108864, max sub group size 64, global mem size 67065057280
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Device 2: 13th Gen Intel(R) Core(TM) i7-13700K, compute capability 3.0,
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max compute_units 24, max work group size 8192, max sub group size 64, global mem size 67065057280
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Device 3: Intel(R) Arc(TM) A770 Graphics, compute capability 3.0,
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max compute_units 512, max work group size 1024, max sub group size 32, global mem size 16225243136
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```
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|Attribute|Note|
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|-|-|
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|compute capability 1.3|Level-zero running time, recommended |
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|compute capability 3.0|OpenCL running time, slower than level-zero in most cases|
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22
examples/sycl/build.sh
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examples/sycl/build.sh
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# MIT license
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# Copyright (C) 2024 Intel Corporation
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# SPDX-License-Identifier: MIT
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mkdir -p build
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cd build
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source /opt/intel/oneapi/setvars.sh
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#for FP16
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#cmake .. -DGGML_SYCL=ON -DCMAKE_C_COMPILER=icx -DCMAKE_CXX_COMPILER=icpx -DWHISPER_SYCL_F16=ON # faster for long-prompt inference
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#for FP32
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cmake .. -DGGML_SYCL=ON -DCMAKE_C_COMPILER=icx -DCMAKE_CXX_COMPILER=icpx
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#for other features from the examples, e.g. stream and talk link with SDL2:
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#cmake .. -DGGML_SYCL=ON -DWHISPER_SDL2=ON -DCMAKE_C_COMPILER=icx -DCMAKE_CXX_COMPILER=icpx
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#build example/main only
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#cmake --build . --config Release --target main
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#build all binary
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cmake --build . --config Release -v
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11
examples/sycl/ls-sycl-device.cpp
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11
examples/sycl/ls-sycl-device.cpp
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/*MIT license
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Copyright (C) 2024 Intel Corporation
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SPDX-License-Identifier: MIT
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*/
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#include "ggml-sycl.h"
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int main(int argc, char ** argv) {
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ggml_backend_sycl_print_sycl_devices();
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return 0;
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}
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17
examples/sycl/run-whisper.sh
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examples/sycl/run-whisper.sh
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#!/bin/bash
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# MIT license
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# Copyright (C) 2024 Intel Corporation
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# SPDX-License-Identifier: MIT
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INPUT2="Building a website can be done in 10 simple steps:\nStep 1:"
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source /opt/intel/oneapi/setvars.sh
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if [ $# -gt 0 ]; then
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export GGML_SYCL_DEVICE=$1
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else
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export GGML_SYCL_DEVICE=0
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fi
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echo GGML_SYCL_DEVICE=$GGML_SYCL_DEVICE
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#export GGML_SYCL_DEBUG=1
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./build/bin/main -m models/ggml-base.en.bin -f samples/jfk.wav
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