#/bin/bash # # sample usage: # # mkdir tmp # # # CPU-only build # bash ./ci/run.sh ./tmp/results ./tmp/mnt # # # with CUDA support # GG_BUILD_CUDA=1 bash ./ci/run.sh ./tmp/results ./tmp/mnt # # # With SYCL support # GG_BUILD_SYCL=1 bash ./ci/run.sh ./tmp/results ./tmp/mnt # if [ -z "$2" ]; then echo "usage: $0 " exit 1 fi mkdir -p "$1" mkdir -p "$2" OUT=$(realpath "$1") MNT=$(realpath "$2") rm -v $OUT/*.log rm -v $OUT/*.exit rm -v $OUT/*.md sd=`dirname $0` cd $sd/../ SRC=`pwd` CMAKE_EXTRA="" CTEST_EXTRA="" if [ ! -z ${GG_BUILD_METAL} ]; then CMAKE_EXTRA="${CMAKE_EXTRA} -DGGML_METAL=ON" fi if [ ! -z ${GG_BUILD_CUDA} ]; then CMAKE_EXTRA="${CMAKE_EXTRA} -DGGML_CUDA=ON" if command -v nvidia-smi >/dev/null 2>&1; then CUDA_ARCH=$(nvidia-smi --query-gpu=compute_cap --format=csv,noheader,nounits 2>/dev/null | head -1 | tr -d '.') if [[ -n "$CUDA_ARCH" && "$CUDA_ARCH" =~ ^[0-9]+$ ]]; then CMAKE_EXTRA="${CMAKE_EXTRA} -DCMAKE_CUDA_ARCHITECTURES=${CUDA_ARCH}" else echo "Warning: Using fallback CUDA architectures" CMAKE_EXTRA="${CMAKE_EXTRA} -DCMAKE_CUDA_ARCHITECTURES=61;70;75;80;86;89" fi else echo "Error: nvidia-smi not found, cannot build with CUDA" exit 1 fi fi if [ ! -z ${GG_BUILD_ROCM} ]; then CMAKE_EXTRA="${CMAKE_EXTRA} -DGGML_HIP=ON" if [ -z ${GG_BUILD_AMDGPU_TARGETS} ]; then echo "Missing GG_BUILD_AMDGPU_TARGETS, please set it to your GPU architecture (e.g. gfx90a, gfx1100, etc.)" exit 1 fi CMAKE_EXTRA="${CMAKE_EXTRA} -DAMDGPU_TARGETS=${GG_BUILD_AMDGPU_TARGETS}" fi if [ ! -z ${GG_BUILD_SYCL} ]; then if [ -z ${ONEAPI_ROOT} ]; then echo "Not detected ONEAPI_ROOT, please install oneAPI base toolkit and enable it by:" echo "source /opt/intel/oneapi/setvars.sh" exit 1 fi # Use only main GPU export ONEAPI_DEVICE_SELECTOR="level_zero:0" # Enable sysman for correct memory reporting export ZES_ENABLE_SYSMAN=1 # to circumvent precision issues on CPY operations export SYCL_PROGRAM_COMPILE_OPTIONS="-cl-fp32-correctly-rounded-divide-sqrt" CMAKE_EXTRA="${CMAKE_EXTRA} -DGGML_SYCL=1 -DCMAKE_C_COMPILER=icx -DCMAKE_CXX_COMPILER=icpx -DGGML_SYCL_F16=ON" fi if [ ! -z ${GG_BUILD_VULKAN} ]; then CMAKE_EXTRA="${CMAKE_EXTRA} -DGGML_VULKAN=1" # if on Mac, disable METAL if [[ "$OSTYPE" == "darwin"* ]]; then CMAKE_EXTRA="${CMAKE_EXTRA} -DGGML_METAL=OFF -DGGML_BLAS=OFF" fi fi if [ ! -z ${GG_BUILD_WEBGPU} ]; then CMAKE_EXTRA="${CMAKE_EXTRA} -DGGML_WEBGPU=1" fi if [ ! -z ${GG_BUILD_MUSA} ]; then # Use qy1 by default (MTT S80) MUSA_ARCH=${MUSA_ARCH:-21} CMAKE_EXTRA="${CMAKE_EXTRA} -DGGML_MUSA=ON -DMUSA_ARCHITECTURES=${MUSA_ARCH}" fi if [ ! -z ${GG_BUILD_NO_SVE} ]; then # arm 9 and newer enables sve by default, adjust these flags depending on the cpu used CMAKE_EXTRA="${CMAKE_EXTRA} -DGGML_NATIVE=OFF -DGGML_CPU_ARM_ARCH=armv8.5-a+fp16+i8mm" fi ## helpers # download a file if it does not exist or if it is outdated function gg_wget { local out=$1 local url=$2 local cwd=`pwd` mkdir -p $out cd $out # should not re-download if file is the same wget -nv -N $url cd $cwd } function gg_printf { printf -- "$@" >> $OUT/README.md } function gg_run { ci=$1 set -o pipefail set -x gg_run_$ci | tee $OUT/$ci.log cur=$? echo "$cur" > $OUT/$ci.exit set +x set +o pipefail gg_sum_$ci ret=$((ret | cur)) } ## ci # ctest_debug function gg_run_ctest_debug { cd ${SRC} rm -rf build-ci-debug && mkdir build-ci-debug && cd build-ci-debug set -e (time cmake -DCMAKE_BUILD_TYPE=Debug ${CMAKE_EXTRA} .. ) 2>&1 | tee -a $OUT/${ci}-cmake.log (time make -j$(nproc) ) 2>&1 | tee -a $OUT/${ci}-make.log (time ctest ${CTEST_EXTRA} --output-on-failure -E "test-opt|test-backend-ops" ) 2>&1 | tee -a $OUT/${ci}-ctest.log set +e } function gg_sum_ctest_debug { gg_printf '### %s\n\n' "${ci}" gg_printf 'Runs ctest in debug mode\n' gg_printf '- status: %s\n' "$(cat $OUT/${ci}.exit)" gg_printf '```\n' gg_printf '%s\n' "$(cat $OUT/${ci}-ctest.log)" gg_printf '```\n' gg_printf '\n' } # ctest_release function gg_run_ctest_release { cd ${SRC} rm -rf build-ci-release && mkdir build-ci-release && cd build-ci-release set -e (time cmake -DCMAKE_BUILD_TYPE=Release ${CMAKE_EXTRA} .. ) 2>&1 | tee -a $OUT/${ci}-cmake.log (time make -j$(nproc) ) 2>&1 | tee -a $OUT/${ci}-make.log if [ -z $GG_BUILD_LOW_PERF ]; then (time ctest ${CTEST_EXTRA} --output-on-failure ) 2>&1 | tee -a $OUT/${ci}-ctest.log else (time ctest ${CTEST_EXTRA} --output-on-failure -E test-opt ) 2>&1 | tee -a $OUT/${ci}-ctest.log fi set +e } function gg_sum_ctest_release { gg_printf '### %s\n\n' "${ci}" gg_printf 'Runs ctest in release mode\n' gg_printf '- status: %s\n' "$(cat $OUT/${ci}.exit)" gg_printf '```\n' gg_printf '%s\n' "$(cat $OUT/${ci}-ctest.log)" gg_printf '```\n' } # gpt_2 function gg_run_gpt_2 { cd ${SRC} gg_wget models-mnt/gpt-2 https://huggingface.co/ggerganov/ggml/resolve/main/ggml-model-gpt-2-117M.bin cd build-ci-release set -e model="../models-mnt/gpt-2/ggml-model-gpt-2-117M.bin" prompts="../examples/prompts/gpt-2.txt" (time ./bin/gpt-2-backend --model ${model} -s 1234 -n 64 -tt ${prompts} ) 2>&1 | tee -a $OUT/${ci}-tg.log (time ./bin/gpt-2-backend --model ${model} -s 1234 -n 64 -p "I believe the meaning of life is") 2>&1 | tee -a $OUT/${ci}-tg.log (time ./bin/gpt-2-sched --model ${model} -s 1234 -n 64 -p "I believe the meaning of life is") 2>&1 | tee -a $OUT/${ci}-tg.log (time ./bin/gpt-2-batched --model ${model} -s 1234 -n 64 -np 8 -p "I believe the meaning of life is") 2>&1 | tee -a $OUT/${ci}-tg.log set +e } function gg_sum_gpt_2 { gg_printf '### %s\n\n' "${ci}" gg_printf 'Runs short GPT-2 text generation\n' gg_printf '- status: %s\n' "$(cat $OUT/${ci}.exit)" gg_printf '```\n' gg_printf '%s\n' "$(cat $OUT/${ci}-tg.log)" gg_printf '```\n' } # TODO: update ## mnist # #function gg_run_mnist { # cd ${SRC} # # cd build-ci-release # # set -e # # mkdir -p models/mnist # python3 ../examples/mnist/convert-h5-to-ggml.py ../examples/mnist/models/mnist/mnist_model.state_dict # # model_f32="./models/mnist/ggml-model-f32.bin" # samples="../examples/mnist/models/mnist/t10k-images.idx3-ubyte" # # # first command runs and exports "mnist.ggml", the second command runs the exported model # # (time ./bin/mnist ${model_f32} ${samples} ) 2>&1 | tee -a $OUT/${ci}-mnist.log # (time ./bin/mnist-cpu ./mnist.ggml ${samples} ) 2>&1 | tee -a $OUT/${ci}-mnist.log # # set +e #} # #function gg_sum_mnist { # gg_printf '### %s\n\n' "${ci}" # # gg_printf 'MNIST\n' # gg_printf '- status: %s\n' "$(cat $OUT/${ci}.exit)" # gg_printf '```\n' # gg_printf '%s\n' "$(cat $OUT/${ci}-mnist.log)" # gg_printf '```\n' #} # sam function gg_run_sam { cd ${SRC} gg_wget models-mnt/sam/ https://dl.fbaipublicfiles.com/segment_anything/sam_vit_b_01ec64.pth gg_wget models-mnt/sam/ https://raw.githubusercontent.com/YavorGIvanov/sam.cpp/ceafb7467bff7ec98e0c4f952e58a9eb8fd0238b/img.jpg cd build-ci-release set -e path_models="../models-mnt/sam/" model_f16="${path_models}/ggml-model-f16.bin" img_0="${path_models}/img.jpg" python3 ../examples/sam/convert-pth-to-ggml.py ${path_models}/sam_vit_b_01ec64.pth ${path_models}/ 1 # Test default parameters (time ./bin/sam -m ${model_f16} -i ${img_0} -st 0.925 ) 2>&1 | tee -a $OUT/${ci}-main.log grep -q "point prompt" $OUT/${ci}-main.log grep -q "bbox (371, 436), (144, 168)" $OUT/${ci}-main.log || grep -q "bbox (370, 439), (144, 168)" $OUT/${ci}-main.log # Test box prompt and single mask output (time ./bin/sam -m ${model_f16} -i ${img_0} -st 0.925 -b 368,144,441,173 -sm) 2>&1 | tee -a $OUT/${ci}-main.log grep -q "box prompt" $OUT/${ci}-main.log grep -q "bbox (370, 439), (144, 169)" $OUT/${ci}-main.log || grep -q "bbox (370, 439), (144, 168)" $OUT/${ci}-main.log set +e } function gg_sum_sam { gg_printf '### %s\n\n' "${ci}" gg_printf 'Run SAM\n' gg_printf '- status: %s\n' "$(cat $OUT/${ci}.exit)" gg_printf '```\n' gg_printf '%s\n' "$(cat $OUT/${ci}-main.log)" gg_printf '```\n' } # yolo function gg_run_yolo { cd ${SRC} gg_wget models-mnt/yolo/ https://huggingface.co/ggml-org/models/resolve/main/yolo/yolov3-tiny.weights gg_wget models-mnt/yolo/ https://huggingface.co/ggml-org/models/resolve/main/yolo/dog.jpg cd build-ci-release cp -r ../examples/yolo/data . set -e path_models="../models-mnt/yolo/" python3 ../examples/yolo/convert-yolov3-tiny.py ${path_models}/yolov3-tiny.weights (time ./bin/yolov3-tiny -m yolov3-tiny.gguf -i ${path_models}/dog.jpg ) 2>&1 | tee -a $OUT/${ci}-main.log grep -qE "dog: (55|56|57|58|59)%" $OUT/${ci}-main.log grep -qE "car: (50|51|52|53|54)%" $OUT/${ci}-main.log grep -qE "truck: (54|55|56|57|58)%" $OUT/${ci}-main.log grep -qE "bicycle: (57|58|59|60|61)%" $OUT/${ci}-main.log set +e } function gg_sum_yolo { gg_printf '### %s\n\n' "${ci}" gg_printf 'Run YOLO\n' gg_printf '- status: %s\n' "$(cat $OUT/${ci}.exit)" gg_printf '```\n' gg_printf '%s\n' "$(cat $OUT/${ci}-main.log)" gg_printf '```\n' } ## main if true ; then # Create symlink: ./ggml/models-mnt -> $MNT/models/models-mnt rm -rf ${SRC}/models-mnt mnt_models=${MNT}/models mkdir -p ${mnt_models} ln -sfn ${mnt_models} ${SRC}/models-mnt # Create a fresh python3 venv and enter it if ! python3 -m venv "$MNT/venv"; then echo "Error: Failed to create Python virtual environment at $MNT/venv." exit 1 fi source "$MNT/venv/bin/activate" pip install -r ${SRC}/requirements.txt --disable-pip-version-check fi ret=0 test $ret -eq 0 && gg_run ctest_debug test $ret -eq 0 && gg_run ctest_release test $ret -eq 0 && gg_run gpt_2 #test $ret -eq 0 && gg_run mnist test $ret -eq 0 && gg_run sam test $ret -eq 0 && gg_run yolo if [ -z $GG_BUILD_LOW_PERF ]; then # run tests meant for low-perf runners date fi cat $OUT/README.md exit $ret