126 lines
2.7 KiB
Nix
126 lines
2.7 KiB
Nix
{ lib
|
|
, buildPythonPackage
|
|
, fetchFromGitHub
|
|
, pytestCheckHook
|
|
, pythonOlder
|
|
, torch
|
|
, torchvision
|
|
, opencv4
|
|
, yapf
|
|
, packaging
|
|
, pillow
|
|
, addict
|
|
, ninja
|
|
, which
|
|
, pybind11
|
|
, onnx
|
|
, onnxruntime
|
|
, scipy
|
|
, pyturbojpeg
|
|
, tifffile
|
|
, lmdb
|
|
, mmengine
|
|
, symlinkJoin
|
|
}:
|
|
|
|
let
|
|
inherit (torch) cudaCapabilities cudaPackages cudaSupport;
|
|
inherit (cudaPackages) backendStdenv cudaVersion;
|
|
|
|
cuda-common-redist = with cudaPackages; [
|
|
cuda_cccl # <thrust/*>
|
|
libcublas # cublas_v2.h
|
|
libcusolver # cusolverDn.h
|
|
libcusparse # cusparse.h
|
|
];
|
|
|
|
cuda-native-redist = symlinkJoin {
|
|
name = "cuda-native-redist-${cudaVersion}";
|
|
paths = with cudaPackages; [
|
|
cuda_cudart # cuda_runtime.h
|
|
cuda_nvcc
|
|
] ++ cuda-common-redist;
|
|
};
|
|
|
|
cuda-redist = symlinkJoin {
|
|
name = "cuda-redist-${cudaVersion}";
|
|
paths = cuda-common-redist;
|
|
};
|
|
|
|
in
|
|
buildPythonPackage rec {
|
|
pname = "mmcv";
|
|
version = "2.1.0";
|
|
format = "setuptools";
|
|
|
|
disabled = pythonOlder "3.7";
|
|
|
|
src = fetchFromGitHub {
|
|
owner = "open-mmlab";
|
|
repo = "mmcv";
|
|
rev = "refs/tags/v${version}";
|
|
hash = "sha256-an78tRvx18zQ5Q0ca74r4Oe2gJ9F9OfWXLbuP2+rL68=";
|
|
};
|
|
|
|
preConfigure = ''
|
|
export MMCV_WITH_OPS=1
|
|
'' + lib.optionalString cudaSupport ''
|
|
export CC=${backendStdenv.cc}/bin/cc
|
|
export CXX=${backendStdenv.cc}/bin/c++
|
|
export TORCH_CUDA_ARCH_LIST="${lib.concatStringsSep ";" cudaCapabilities}"
|
|
export FORCE_CUDA=1
|
|
'';
|
|
|
|
postPatch = ''
|
|
substituteInPlace setup.py --replace "cpu_use = 4" "cpu_use = $NIX_BUILD_CORES"
|
|
'';
|
|
|
|
preCheck = ''
|
|
# remove the conflicting source directory
|
|
rm -rf mmcv
|
|
'';
|
|
|
|
# test_cnn test_ops really requires gpus to be useful.
|
|
# some of the tests take exceedingly long time.
|
|
# the rest of the tests are disabled due to sandbox env.
|
|
disabledTests = [
|
|
"test_cnn"
|
|
"test_ops"
|
|
"test_fileclient"
|
|
"test_load_model_zoo"
|
|
"test_processing"
|
|
"test_checkpoint"
|
|
"test_hub"
|
|
"test_reader"
|
|
];
|
|
|
|
nativeBuildInputs = [ ninja which ]
|
|
++ lib.optionals cudaSupport [ cuda-native-redist ];
|
|
|
|
buildInputs = [ pybind11 torch ] ++ lib.optionals cudaSupport [ cuda-redist ];
|
|
|
|
nativeCheckInputs = [ pytestCheckHook torchvision lmdb onnx onnxruntime scipy pyturbojpeg tifffile ];
|
|
|
|
propagatedBuildInputs = [
|
|
mmengine
|
|
torch
|
|
opencv4
|
|
yapf
|
|
packaging
|
|
pillow
|
|
addict
|
|
];
|
|
|
|
pythonImportsCheck = [
|
|
"mmcv"
|
|
];
|
|
|
|
meta = with lib; {
|
|
description = "A Foundational Library for Computer Vision Research";
|
|
homepage = "https://github.com/open-mmlab/mmcv";
|
|
changelog = "https://github.com/open-mmlab/mmcv/releases/tag/v${version}";
|
|
license = with licenses; [ asl20 ];
|
|
maintainers = with maintainers; [ rxiao ];
|
|
};
|
|
}
|