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{ stdenv
, lib
, buildPythonPackage
, fetchFromGitHub
, pythonAtLeast
, pythonOlder
, pytest7CheckHook
, setuptools
, numpy
, packaging
, psutil
, pyyaml
, safetensors
, torch
, config
, cudatoolkit
, evaluate
, parameterized
, transformers
}:
buildPythonPackage rec {
pname = "accelerate";
version = "0.29.3";
pyproject = true;
disabled = pythonOlder "3.7";
src = fetchFromGitHub {
owner = "huggingface";
repo = pname;
rev = "refs/tags/v${version}";
hash = "sha256-oQGb/hlMN8JfwEyWufBvMk2Z1FMSl1lsdIbgZ3ZMdF8=";
};
nativeBuildInputs = [ setuptools ];
propagatedBuildInputs = [
numpy
packaging
psutil
pyyaml
safetensors
torch
];
nativeCheckInputs = [
evaluate
parameterized
pytest7CheckHook
transformers
];
preCheck = ''
export HOME=$(mktemp -d)
export PATH=$out/bin:$PATH
'' + lib.optionalString config.cudaSupport ''
export TRITON_PTXAS_PATH="${cudatoolkit}/bin/ptxas"
'';
pytestFlagsArray = [ "tests" ];
disabledTests = [
# try to download data:
"FeatureExamplesTests"
"test_infer_auto_device_map_on_t0pp"
# require socket communication
"test_explicit_dtypes"
"test_gated"
"test_invalid_model_name"
"test_invalid_model_name_transformers"
"test_no_metadata"
"test_no_split_modules"
"test_remote_code"
"test_transformers_model"
# set the environment variable, CC, which conflicts with standard environment
"test_patch_environment_key_exists"
] ++ lib.optionals (pythonAtLeast "3.12") [
# RuntimeError: Dynamo is not supported on Python 3.12+
"test_convert_to_fp32"
"test_send_to_device_compiles"
] ++ lib.optionals (stdenv.isLinux && stdenv.isAarch64) [
# usual aarch64-linux RuntimeError: DataLoader worker (pid(s) <...>) exited unexpectedly
"CheckpointTest"
] ++ lib.optionals (!config.cudaSupport) [
# requires ptxas from cudatoolkit, which is unfree
"test_dynamo_extract_model"
] ++ lib.optionals (stdenv.isDarwin && stdenv.isx86_64) [
# RuntimeError: torch_shm_manager: execl failed: Permission denied
"CheckpointTest"
];
disabledTestPaths = lib.optionals (!(stdenv.isLinux && stdenv.isx86_64)) [
# numerous instances of torch.multiprocessing.spawn.ProcessRaisedException:
"tests/test_cpu.py"
"tests/test_grad_sync.py"
"tests/test_metrics.py"
"tests/test_scheduler.py"
];
pythonImportsCheck = [
"accelerate"
];
meta = with lib; {
homepage = "https://huggingface.co/docs/accelerate";
description = "A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision";
changelog = "https://github.com/huggingface/accelerate/releases/tag/v${version}";
license = licenses.asl20;
maintainers = with maintainers; [ bcdarwin ];
mainProgram = "accelerate";
};
}
|
