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{
lib,
config,
buildPythonPackage,
fetchFromGitHub,
substituteAll,
addDriverRunpath,
cudaSupport ? config.cudaSupport,
rocmSupport ? config.rocmSupport,
cudaPackages,
ocl-icd,
stdenv,
rocmPackages,
# build-system
setuptools,
wheel,
# dependencies
numpy,
tqdm,
# nativeCheckInputs
clang,
hexdump,
hypothesis,
librosa,
onnx,
pillow,
pytest-xdist,
pytestCheckHook,
safetensors,
sentencepiece,
tiktoken,
torch,
transformers,
}:
buildPythonPackage rec {
pname = "tinygrad";
version = "0.9.0";
pyproject = true;
src = fetchFromGitHub {
owner = "tinygrad";
repo = "tinygrad";
rev = "refs/tags/v${version}";
hash = "sha256-opBxciETZruZjHqz/3vO7rogzjvVJKItulIiok/Zs2Y=";
};
patches = [
(substituteAll {
src = ./fix-dlopen-cuda.patch;
inherit (addDriverRunpath) driverLink;
libnvrtc =
if cudaSupport then
"${lib.getLib cudaPackages.cuda_nvrtc}/lib/libnvrtc.so"
else
"Please import nixpkgs with `config.cudaSupport = true`";
})
];
postPatch =
''
substituteInPlace tinygrad/runtime/autogen/opencl.py \
--replace-fail "ctypes.util.find_library('OpenCL')" "'${ocl-icd}/lib/libOpenCL.so'"
''
# hipGetDevicePropertiesR0600 is a symbol from rocm-6. We are currently at rocm-5.
# We are not sure that this works. Remove when rocm gets updated to version 6.
+ lib.optionalString rocmSupport ''
substituteInPlace extra/hip_gpu_driver/hip_ioctl.py \
--replace-fail "processor = platform.processor()" "processor = ${stdenv.hostPlatform.linuxArch}"
substituteInPlace tinygrad/runtime/autogen/hip.py \
--replace-fail "/opt/rocm/lib/libamdhip64.so" "${rocmPackages.clr}/lib/libamdhip64.so" \
--replace-fail "/opt/rocm/lib/libhiprtc.so" "${rocmPackages.clr}/lib/libhiprtc.so" \
--replace-fail "hipGetDevicePropertiesR0600" "hipGetDeviceProperties"
substituteInPlace tinygrad/runtime/autogen/comgr.py \
--replace-fail "/opt/rocm/lib/libamd_comgr.so" "${rocmPackages.rocm-comgr}/lib/libamd_comgr.so"
'';
build-system = [
setuptools
wheel
];
dependencies =
[
numpy
tqdm
]
++ lib.optionals stdenv.isDarwin [
# pyobjc-framework-libdispatch
# pyobjc-framework-metal
];
pythonImportsCheck = [ "tinygrad" ];
nativeCheckInputs = [
clang
hexdump
hypothesis
librosa
onnx
pillow
pytest-xdist
pytestCheckHook
safetensors
sentencepiece
tiktoken
torch
transformers
];
preCheck = ''
export HOME=$(mktemp -d)
'';
disabledTests =
[
# Require internet access
"test_benchmark_openpilot_model"
"test_bn_alone"
"test_bn_linear"
"test_bn_mnist"
"test_car"
"test_chicken"
"test_chicken_bigbatch"
"test_conv_mnist"
"testCopySHMtoDefault"
"test_data_parallel_resnet"
"test_e2e_big"
"test_fetch_small"
"test_huggingface_enet_safetensors"
"test_linear_mnist"
"test_load_convnext"
"test_load_enet"
"test_load_enet_alt"
"test_load_llama2bfloat"
"test_load_resnet"
"test_openpilot_model"
"test_resnet"
"test_shufflenet"
"test_transcribe_batch12"
"test_transcribe_batch21"
"test_transcribe_file1"
"test_transcribe_file2"
"test_transcribe_long"
"test_transcribe_long_no_batch"
"test_vgg7"
]
# Fail on aarch64-linux with AssertionError
++ lib.optionals (stdenv.hostPlatform.system == "aarch64-linux") [
"test_casts_to"
"test_casts_to"
"test_int8_to_uint16_negative"
"test_casts_to"
"test_casts_to"
"test_casts_from"
"test_casts_to"
"test_int8"
"test_casts_to"
];
disabledTestPaths =
[
# Require internet access
"test/models/test_mnist.py"
"test/models/test_real_world.py"
"test/testextra/test_lr_scheduler.py"
]
++ lib.optionals (!rocmSupport) [ "extra/hip_gpu_driver/" ];
meta = with lib; {
description = "A simple and powerful neural network framework";
homepage = "https://github.com/tinygrad/tinygrad";
changelog = "https://github.com/tinygrad/tinygrad/releases/tag/v${version}";
license = licenses.mit;
maintainers = with maintainers; [ GaetanLepage ];
# Requires unpackaged pyobjc-framework-libdispatch and pyobjc-framework-metal
broken = stdenv.isDarwin;
};
}
|
