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{
lib,
buildPythonPackage,
pythonOlder,
fetchFromGitHub,
# build-system
setuptools,
torch,
which,
# dependencies
cloudpickle,
numpy,
orjson,
# checks
h5py,
pytestCheckHook,
stdenv,
}:
buildPythonPackage rec {
pname = "tensordict";
version = "0.5.0";
pyproject = true;
disabled = pythonOlder "3.8";
src = fetchFromGitHub {
owner = "pytorch";
repo = "tensordict";
rev = "refs/tags/v${version}";
hash = "sha256-jnRlN9gefR77pioIXf0qM1CP6EtpeQkBvVIecGkb/pw=";
};
build-system = [
setuptools
torch
which
];
dependencies = [
cloudpickle
numpy
orjson
torch
];
pythonImportsCheck = [ "tensordict" ];
# We have to delete the source because otherwise it is used instead of the installed package.
preCheck = ''
rm -rf tensordict
'';
nativeCheckInputs = [
h5py
pytestCheckHook
];
disabledTests =
[
# Hangs forever
"test_copy_onto"
# EOFError (MPI related)
# AssertionError: assert tensor(False)
# + where tensor(False) = <built-in method all of Tensor object at 0x7ffe49bf87d0>()
"test_mp"
# torch._dynamo.exc.BackendCompilerFailed
# Requires a more recent version of triton
# Re-enable when https://github.com/NixOS/nixpkgs/pull/328247 is merged
"test_functional"
"test_linear"
"test_seq"
"test_seq_lmbda"
]
++ lib.optionals (stdenv.hostPlatform.system == "aarch64-linux") [
# RuntimeError: internal error
"test_add_scale_sequence"
"test_modules"
"test_setattr"
# _queue.Empty errors in multiprocessing tests
"test_isend"
# hangs forever
"test_map_iter_interrupt_early"
];
disabledTestPaths = lib.optionals stdenv.hostPlatform.isDarwin [
# torch._dynamo.exc.BackendCompilerFailed: backend='inductor' raised:
# OpenMP support not found.
"test/test_compile.py"
# ModuleNotFoundError: No module named 'torch._C._distributed_c10d'; 'torch._C' is not a package
"test/test_distributed.py"
];
meta = {
description = "Pytorch dedicated tensor container";
changelog = "https://github.com/pytorch/tensordict/releases/tag/v${version}";
homepage = "https://github.com/pytorch/tensordict";
license = lib.licenses.mit;
maintainers = with lib.maintainers; [ GaetanLepage ];
};
}
|
