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|
{ buildPythonPackage
, expecttest
, fetchFromGitHub
, lib
, ninja
, pytestCheckHook
, python
, pytorch
, which
}:
buildPythonPackage rec {
pname = "functorch";
version = "0.1.1";
format = "setuptools";
src = fetchFromGitHub {
owner = "pytorch";
repo = pname;
rev = "v${version}";
hash = "sha256-FidM04Q3hkGEDr4dthJv0MWtGiRfnWxJoyzu7Wl3SD8=";
};
# Somewhat surprisingly pytorch is actually necessary for the build process.
# `setup.py` imports `torch.utils.cpp_extension`.
nativeBuildInputs = [
ninja
pytorch
which
];
preCheck = ''
rm -rf functorch/
'';
checkInputs = [
expecttest
pytestCheckHook
];
# See https://github.com/pytorch/functorch/issues/835.
disabledTests = [
# RuntimeError: ("('...', '') is in PyTorch's OpInfo db ", "but is not in functorch's OpInfo db. Please regenerate ", '... and add the new tests to ', 'denylists if necessary.')
"test_coverage_bernoulli_cpu_float32"
"test_coverage_column_stack_cpu_float32"
"test_coverage_diagflat_cpu_float32"
"test_coverage_flatten_cpu_float32"
"test_coverage_linalg_lu_factor_cpu_float32"
"test_coverage_linalg_lu_factor_ex_cpu_float32"
"test_coverage_multinomial_cpu_float32"
"test_coverage_nn_functional_dropout2d_cpu_float32"
"test_coverage_nn_functional_feature_alpha_dropout_with_train_cpu_float32"
"test_coverage_nn_functional_feature_alpha_dropout_without_train_cpu_float32"
"test_coverage_nn_functional_kl_div_cpu_float32"
"test_coverage_normal_cpu_float32"
"test_coverage_normal_number_mean_cpu_float32"
"test_coverage_pca_lowrank_cpu_float32"
"test_coverage_round_decimals_0_cpu_float32"
"test_coverage_round_decimals_3_cpu_float32"
"test_coverage_round_decimals_neg_3_cpu_float32"
"test_coverage_scatter_reduce_cpu_float32"
"test_coverage_svd_lowrank_cpu_float32"
# > self.assertEqual(len(functorch_lagging_op_db), len(op_db))
# E AssertionError: Scalars are not equal!
# E
# E Absolute difference: 19
# E Relative difference: 0.03525046382189239
"test_functorch_lagging_op_db_has_opinfos_cpu"
# RuntimeError: PyTorch not compiled with LLVM support!
"test_bias_gelu"
"test_binary_ops"
"test_broadcast1"
"test_broadcast2"
"test_float_double"
"test_float_int"
"test_fx_trace"
"test_int_long"
"test_issue57611"
"test_slice1"
"test_slice2"
"test_transposed1"
"test_transposed2"
"test_unary_ops"
];
pythonImportsCheck = [ "functorch" ];
meta = with lib; {
description = "JAX-like composable function transforms for PyTorch";
homepage = "https://pytorch.org/functorch";
license = licenses.bsd3;
maintainers = with maintainers; [ samuela ];
# See https://github.com/NixOS/nixpkgs/pull/174248#issuecomment-1139895064.
platforms = platforms.x86_64;
};
}
|