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tinygrad/autogen_stubs.sh

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#!/bin/bash -e
# setup instructions for clang2py
if [[ ! $(clang2py -V) ]]; then
pushd .
cd /tmp
sudo apt-get install -y --no-install-recommends clang
pip install --upgrade pip setuptools
pip install clang==14.0.6
git clone https://github.com/geohot/ctypeslib.git
cd ctypeslib
pip install --user .
clang2py -V
popd
fi
BASE=tinygrad/runtime/autogen/
fixup() {
sed -i '1s/^/# mypy: ignore-errors\n/' $1
sed -i 's/ *$//' $1
grep FIXME_STUB $1 || true
}
generate_opencl() {
clang2py /usr/include/CL/cl.h -o $BASE/opencl.py -l /usr/lib/x86_64-linux-gnu/libOpenCL.so.1 -k cdefstum
fixup $BASE/opencl.py
# hot patches
sed -i "s\import ctypes\import ctypes, ctypes.util\g" $BASE/opencl.py
sed -i "s\ctypes.CDLL('/usr/lib/x86_64-linux-gnu/libOpenCL.so.1')\ctypes.CDLL(ctypes.util.find_library('OpenCL'))\g" $BASE/opencl.py
python3 -c "import tinygrad.runtime.autogen.opencl"
}
generate_hip() {
clang2py /opt/rocm/include/hip/hip_ext.h /opt/rocm/include/hip/hiprtc.h \
/opt/rocm/include/hip/hip_runtime_api.h /opt/rocm/include/hip/driver_types.h \
--clang-args="-D__HIP_PLATFORM_AMD__ -I/opt/rocm/include -x c++" -o $BASE/hip.py -l /opt/rocm/lib/libamdhip64.so
echo "hipDeviceProp_t = hipDeviceProp_tR0600" >> $BASE/hip.py
echo "hipGetDeviceProperties = hipGetDevicePropertiesR0600" >> $BASE/hip.py
fixup $BASE/hip.py
# we can trust HIP is always at /opt/rocm/lib
#sed -i "s\import ctypes\import ctypes, ctypes.util\g" $BASE/hip.py
#sed -i "s\ctypes.CDLL('/opt/rocm/lib/libhiprtc.so')\ctypes.CDLL(ctypes.util.find_library('hiprtc'))\g" $BASE/hip.py
#sed -i "s\ctypes.CDLL('/opt/rocm/lib/libamdhip64.so')\ctypes.CDLL(ctypes.util.find_library('amdhip64'))\g" $BASE/hip.py
sed -i "s\import ctypes\import ctypes, os\g" $BASE/hip.py
sed -i "s\'/opt/rocm/\os.getenv('ROCM_PATH', '/opt/rocm/')+'/\g" $BASE/hip.py
python3 -c "import tinygrad.runtime.autogen.hip"
}
generate_comgr() {
clang2py /opt/rocm/include/amd_comgr/amd_comgr.h \
--clang-args="-D__HIP_PLATFORM_AMD__ -I/opt/rocm/include -x c++" -o $BASE/comgr.py -l /opt/rocm/lib/libamd_comgr.so
fixup $BASE/comgr.py
sed -i "s\import ctypes\import ctypes, os\g" $BASE/comgr.py
sed -i "s\'/opt/rocm/\os.getenv('ROCM_PATH', '/opt/rocm/')+'/\g" $BASE/comgr.py
python3 -c "import tinygrad.runtime.autogen.comgr"
}
generate_kfd() {
clang2py /usr/include/linux/kfd_ioctl.h -o $BASE/kfd.py -k cdefstum
fixup $BASE/kfd.py
sed -i "s\import ctypes\import ctypes, os\g" $BASE/kfd.py
python3 -c "import tinygrad.runtime.autogen.kfd"
}
generate_cuda() {
clang2py /usr/include/cuda.h /usr/include/nvrtc.h -o $BASE/cuda.py -l /usr/lib/x86_64-linux-gnu/libcuda.so -l /usr/lib/x86_64-linux-gnu/libnvrtc.so
sed -i "s\import ctypes\import ctypes, ctypes.util\g" $BASE/cuda.py
sed -i "s\ctypes.CDLL('/usr/lib/x86_64-linux-gnu/libcuda.so')\ctypes.CDLL(ctypes.util.find_library('cuda'))\g" $BASE/cuda.py
sed -i "s\ctypes.CDLL('/usr/lib/x86_64-linux-gnu/libnvrtc.so')\ctypes.CDLL(ctypes.util.find_library('nvrtc'))\g" $BASE/cuda.py
fixup $BASE/cuda.py
python3 -c "import tinygrad.runtime.autogen.cuda"
}
generate_nv() {
NVKERN_COMMIT_HASH=d6b75a34094b0f56c2ccadf14e5d0bd515ed1ab6
NVKERN_SRC=/tmp/open-gpu-kernel-modules-$NVKERN_COMMIT_HASH
if [ ! -d "$NVKERN_SRC" ]; then
git clone https://github.com/tinygrad/open-gpu-kernel-modules $NVKERN_SRC
pushd .
cd $NVKERN_SRC
git reset --hard $NVKERN_COMMIT_HASH
popd
fi
clang2py \
extra/nv_gpu_driver/clc6c0qmd.h \
$NVKERN_SRC/src/common/sdk/nvidia/inc/class/cl0080.h \
$NVKERN_SRC/src/common/sdk/nvidia/inc/class/cl2080_notification.h \
$NVKERN_SRC/src/common/sdk/nvidia/inc/class/clc56f.h \
$NVKERN_SRC/src/common/sdk/nvidia/inc/class/clc56f.h \
$NVKERN_SRC/src/common/sdk/nvidia/inc/class/clc56f.h \
$NVKERN_SRC/src/nvidia/generated/g_allclasses.h \
$NVKERN_SRC/src/common/sdk/nvidia/inc/class/clc6c0.h \
$NVKERN_SRC/kernel-open/nvidia-uvm/clc6b5.h \
$NVKERN_SRC/kernel-open/nvidia-uvm/uvm_ioctl.h \
$NVKERN_SRC/kernel-open/nvidia-uvm/uvm_linux_ioctl.h \
$NVKERN_SRC/src/nvidia/arch/nvalloc/unix/include/nv_escape.h \
$NVKERN_SRC/src/nvidia/arch/nvalloc/unix/include/nv-ioctl.h \
$NVKERN_SRC/src/nvidia/arch/nvalloc/unix/include/nv-ioctl-numbers.h \
$NVKERN_SRC/src/nvidia/arch/nvalloc/unix/include/nv-ioctl-numa.h \
$NVKERN_SRC/src/nvidia/arch/nvalloc/unix/include/nv-unix-nvos-params-wrappers.h \
$NVKERN_SRC/src/common/sdk/nvidia/inc/alloc/alloc_channel.h \
$NVKERN_SRC/src/common/sdk/nvidia/inc/nvos.h \
$NVKERN_SRC/src/common/sdk/nvidia/inc/ctrl/ctrl0000/*.h \
$NVKERN_SRC/src/common/sdk/nvidia/inc/ctrl/ctrl0080/*.h \
$NVKERN_SRC/src/common/sdk/nvidia/inc/ctrl/ctrl2080/*.h \
$NVKERN_SRC/src/common/sdk/nvidia/inc/ctrl/ctrl83de/*.h \
$NVKERN_SRC/src/common/sdk/nvidia/inc/ctrl/ctrlc36f.h \
$NVKERN_SRC/src/common/sdk/nvidia/inc/ctrl/ctrlcb33.h \
$NVKERN_SRC/src/common/sdk/nvidia/inc/ctrl/ctrla06c.h \
--clang-args="-include $NVKERN_SRC/src/common/sdk/nvidia/inc/nvtypes.h -I$NVKERN_SRC/src/common/inc -I$NVKERN_SRC/kernel-open/nvidia-uvm -I$NVKERN_SRC/kernel-open/common/inc -I$NVKERN_SRC/src/common/sdk/nvidia/inc -I$NVKERN_SRC/src/nvidia/arch/nvalloc/unix/include -I$NVKERN_SRC/src/common/sdk/nvidia/inc/ctrl" \
-o $BASE/nv_gpu.py -k cdefstum
fixup $BASE/nv_gpu.py
sed -i "s\(0000000001)\1\g" $BASE/nv_gpu.py
sed -i "s\import ctypes\import ctypes, os\g" $BASE/nv_gpu.py
sed -i 's/#\?\s\([A-Za-z0-9_]\+\) = MW ( \([0-9]\+\) : \([0-9]\+\) )/\1 = (\2 , \3)/' $BASE/nv_gpu.py # NVC6C0_QMDV03_00 processing
sed -i 's/#\sdef NVC6C0_QMD\([A-Za-z0-9_()]\+\):/def NVC6C0_QMD\1:/' $BASE/nv_gpu.py
sed -i 's/#\s*return MW(\([0-9i()*+]\+\):\([0-9i()*+]\+\))/ return (\1 , \2)/' $BASE/nv_gpu.py
sed -i 's/#\?\s*\(.*\)\s*=\s*\(NV\)\?BIT\(32\)\?\s*(\s*\([0-9]\+\)\s*)/\1 = (1 << \4)/' $BASE/nv_gpu.py # name = BIT(x) -> name = (1 << x)
sed -i "s/UVM_\([A-Za-z0-9_]\+\) = \['i', '(', '\([0-9]\+\)', ')'\]/UVM_\1 = \2/" $BASE/nv_gpu.py # UVM_name = ['i', '(', '<num>', ')'] -> UVM_name = <num>
python3 -c "import tinygrad.runtime.autogen.nv_gpu"
}
generate_hsa() {
clang2py \
/opt/rocm/include/hsa/hsa.h \
/opt/rocm/include/hsa/hsa_ext_amd.h \
/opt/rocm/include/hsa/amd_hsa_signal.h \
/opt/rocm/include/hsa/amd_hsa_queue.h \
/opt/rocm/include/hsa/hsa_ext_finalize.h /opt/rocm/include/hsa/hsa_ext_image.h \
/opt/rocm/include/hsa/hsa_ven_amd_aqlprofile.h \
--clang-args="-I/opt/rocm/include" \
-o $BASE/hsa.py -l /opt/rocm/lib/libhsa-runtime64.so
# clang2py broken when pass -x c++ to prev headers
clang2py extra/hip_gpu_driver/sdma_registers.h \
--clang-args="-I/opt/rocm/include -x c++" \
-o $BASE/amd_gpu.py -l /opt/rocm/lib/libhsa-runtime64.so
sed 's/^\(.*\)\(\s*\/\*\)\(.*\)$/\1 #\2\3/; s/^\(\s*\*\)\(.*\)$/#\1\2/' extra/hip_gpu_driver/nvd.h >> $BASE/amd_gpu.py # comments
sed -i 's/#\s*define\s*\([^ \t]*\)(\([^)]*\))\s*\(.*\)/def \1(\2): return \3/' $BASE/amd_gpu.py # #define name(x) (smth) -> def name(x): return (smth)
sed -i '/#\s*define\s\+\([^ \t]\+\)\s\+\([^ ]\+\)/s//\1 = \2/' $BASE/amd_gpu.py # #define name val -> name = val
fixup $BASE/hsa.py
fixup $BASE/amd_gpu.py
sed -i "s\import ctypes\import ctypes, os\g" $BASE/hsa.py
sed -i "s\'/opt/rocm/\os.getenv('ROCM_PATH', '/opt/rocm/')+'/\g" $BASE/hsa.py
python3 -c "import tinygrad.runtime.autogen.hsa"
}
if [ "$1" == "opencl" ]; then generate_opencl
elif [ "$1" == "hip" ]; then generate_hip
elif [ "$1" == "comgr" ]; then generate_comgr
elif [ "$1" == "cuda" ]; then generate_cuda
elif [ "$1" == "hsa" ]; then generate_hsa
elif [ "$1" == "kfd" ]; then generate_kfd
elif [ "$1" == "nv" ]; then generate_nv
elif [ "$1" == "all" ]; then generate_opencl; generate_hip; generate_comgr; generate_cuda; generate_hsa; generate_kfd; generate_nv
else echo "usage: $0 <type>"
fi
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