initial release

2026-07-05 18:11:23 +07:00
commit 8fb29dac70
2105 changed files with 499091 additions and 0 deletions
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+#/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 <output-dir> <mnt-dir>"
+    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