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{
lib,
config,
buildPythonPackage,
fetchFromGitHub,
substituteAll,
addDriverRunpath,
cudaSupport ? config.cudaSupport,
rocmSupport ? config.rocmSupport,
cudaPackages,
ocl-icd,
stdenv,
rocmPackages,
# build-system
setuptools,
# dependencies
numpy,
# tests
blobfile,
bottle,
clang,
hexdump,
hypothesis,
librosa,
onnx,
pillow,
pydot,
pytest-xdist,
pytestCheckHook,
safetensors,
sentencepiece,
tiktoken,
torch,
tqdm,
transformers,
}:
buildPythonPackage rec {
pname = "tinygrad";
version = "0.9.2";
pyproject = true;
src = fetchFromGitHub {
owner = "tinygrad";
repo = "tinygrad";
rev = "refs/tags/v${version}";
hash = "sha256-fCKtJhZtqq6yjc6m41uvikzM9GArUlB8Q7jN/Np8+SM=";
};
patches = [
(substituteAll {
src = ./fix-dlopen-cuda.patch;
inherit (addDriverRunpath) driverLink;
libnvrtc =
if cudaSupport then
"${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')" "'${ocl-icd}/lib/libOpenCL.so'"
''
+ lib.optionalString rocmSupport ''
substituteInPlace tinygrad/runtime/autogen/hip.py \
--replace-fail "/opt/rocm/lib/libamdhip64.so" "${rocmPackages.clr}/lib/libamdhip64.so" \
--replace-fail "/opt/rocm/lib/libhiprtc.so" "${rocmPackages.clr}/lib/libhiprtc.so" \
substituteInPlace tinygrad/runtime/autogen/comgr.py \
--replace-fail "/opt/rocm/lib/libamd_comgr.so" "${rocmPackages.rocm-comgr}/lib/libamd_comgr.so"
'';
build-system = [ setuptools ];
dependencies =
[
numpy
]
++ lib.optionals stdenv.isDarwin [
# pyobjc-framework-libdispatch
# pyobjc-framework-metal
];
pythonImportsCheck = [ "tinygrad" ];
nativeCheckInputs = [
blobfile
bottle
clang
hexdump
hypothesis
librosa
onnx
pillow
pydot
pytest-xdist
pytestCheckHook
safetensors
sentencepiece
tiktoken
torch
tqdm
transformers
];
preCheck = ''
export HOME=$(mktemp -d)
'';
disabledTests =
[
# flaky: https://github.com/tinygrad/tinygrad/issues/6542
# TODO: re-enable when https://github.com/tinygrad/tinygrad/pull/6560 gets merged
"test_broadcastdot"
# Require internet access
"test_benchmark_openpilot_model"
"test_bn_alone"
"test_bn_linear"
"test_bn_mnist"
"test_car"
"test_chicken"
"test_chicken_bigbatch"
"test_conv_mnist"
"testCopySHMtoDefault"
"test_data_parallel_resnet"
"test_e2e_big"
"test_fetch_small"
"test_huggingface_enet_safetensors"
"test_index_mnist"
"test_linear_mnist"
"test_load_convnext"
"test_load_enet"
"test_load_enet_alt"
"test_load_llama2bfloat"
"test_load_resnet"
"test_mnist_val"
"test_openpilot_model"
"test_resnet"
"test_shufflenet"
"test_transcribe_batch12"
"test_transcribe_batch21"
"test_transcribe_file1"
"test_transcribe_file2"
"test_transcribe_long"
"test_transcribe_long_no_batch"
"test_vgg7"
]
# Fail on aarch64-linux with AssertionError
++ lib.optionals (stdenv.hostPlatform.system == "aarch64-linux") [
"test_casts_from"
"test_casts_to"
"test_int8"
"test_int8_to_uint16_negative"
];
disabledTestPaths = [
# Require internet access
"test/models/test_mnist.py"
"test/models/test_real_world.py"
"test/testextra/test_lr_scheduler.py"
# Files under this directory are not considered as tests by upstream and should be skipped
"extra/"
];
meta = {
description = "Simple and powerful neural network framework";
homepage = "https://github.com/tinygrad/tinygrad";
changelog = "https://github.com/tinygrad/tinygrad/releases/tag/v${version}";
license = lib.licenses.mit;
maintainers = with lib.maintainers; [ GaetanLepage ];
# Requires unpackaged pyobjc-framework-libdispatch and pyobjc-framework-metal
broken = stdenv.isDarwin;
};
}
|
