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Diffstat (limited to 'nixpkgs/pkgs/development/libraries/science/math/caffe2/default.nix')
-rw-r--r-- | nixpkgs/pkgs/development/libraries/science/math/caffe2/default.nix | 143 |
1 files changed, 143 insertions, 0 deletions
diff --git a/nixpkgs/pkgs/development/libraries/science/math/caffe2/default.nix b/nixpkgs/pkgs/development/libraries/science/math/caffe2/default.nix new file mode 100644 index 000000000000..fe9a8b671459 --- /dev/null +++ b/nixpkgs/pkgs/development/libraries/science/math/caffe2/default.nix @@ -0,0 +1,143 @@ +{ stdenv, lib, config, fetchFromGitHub +, cmake +, glog, gflags, gtest +, protobuf, snappy +, python, future, six, python-protobuf, numpy, pydot +, eigen +, doxygen +, useCuda ? (config.cudaSupport or false), cudatoolkit ? null +, useCudnn ? (config.cudnnSupport or false), cudnn ? null +, useOpenmp ? false, openmp ? null +, useOpencv3 ? true, opencv3 ? null +, useLeveldb ? false, leveldb ? null +, useLmdb ? true, lmdb ? null +, useRocksdb ? false, rocksdb ? null +, useZeromq ? false, zeromq ? null +, useMpi ? false, mpi ? null +# TODO: distributed computations +#, useGloo ? false +#, useNccl ? false +#, useNnpack ? false +}: + +assert useCuda -> cudatoolkit != null; +assert useCudnn -> (useCuda && cudnn != null); +assert useOpencv3 -> opencv3 != null; +assert useLeveldb -> leveldb != null; +assert useLmdb -> lmdb != null; +assert useRocksdb -> rocksdb != null; +assert useZeromq -> zeromq != null; +assert useMpi -> mpi != null; + +let + # Third party modules that caffe2 holds as git submodules. + # Download them and create symlinks from caffe2/third_party. + installExtraSrc = extra: '' + rmdir "third_party/${extra.dst}" + ln -s "${extra.src}" "third_party/${extra.dst}" + ''; + + cub = { + src = fetchFromGitHub { + owner = "NVlabs"; + repo = "cub"; + rev = "v1.7.4"; + sha256 = "0ksd5n1lxqhm5l5cd2lps4cszhjkf6gmzahaycs7nxb06qci8c66"; + }; + dst = "cub"; + }; + + pybind11 = { + src = fetchFromGitHub { + owner = "pybind"; + repo = "pybind11"; + rev = "86e2ad4f77442c3350f9a2476650da6bee253c52"; + sha256 = "05gi58dirvc8fgm0avpydvidzsbh2zrzgfaq671ym09f6dz0bcgz"; + }; + dst = "pybind11"; + }; + + ccVersion = lib.getVersion stdenv.cc; +in + +stdenv.mkDerivation rec { + pname = "caffe2"; + version = "0.8.1"; + src = fetchFromGitHub { + owner = "caffe2"; + repo = "caffe2"; + rev = "v${version}"; + sha256 = "18y7zjc69j6n5642l9caddl641b0djf3pjn4wacdsc1wk1jiyqk8"; + }; + + nativeBuildInputs = [ cmake doxygen gtest ]; + outputs = [ "bin" "out" ]; + propagatedBuildOutputs = [ ]; # otherwise propagates out -> bin cycle + + buildInputs = [ glog gflags protobuf snappy eigen ] + ++ lib.optional useCuda cudatoolkit + ++ lib.optional useCudnn cudnn + ++ lib.optional useOpenmp openmp + ++ lib.optional useOpencv3 opencv3 + ++ lib.optional useLeveldb leveldb + ++ lib.optional useLmdb lmdb + ++ lib.optional useRocksdb rocksdb + ++ lib.optional useZeromq zeromq + ; + propagatedBuildInputs = [ numpy future six python-protobuf pydot ]; + + patches = lib.optional (stdenv.cc.isGNU && lib.versionAtLeast ccVersion "7.0.0") [ + ./fix_compilation_on_gcc7.patch + ] ++ lib.optional stdenv.cc.isClang [ ./update_clang_cvtsh_bugfix.patch ]; + + cmakeFlags = [ "-DBUILD_TEST=OFF" + "-DBUILD_PYTHON=ON" + ''-DUSE_CUDA=${if useCuda then "ON"else "OFF"}'' + ''-DUSE_OPENMP=${if useOpenmp then "ON"else "OFF"}'' + ''-DUSE_OPENCV=${if useOpencv3 then "ON"else "OFF"}'' + ''-DUSE_MPI=${if useMpi then "ON"else "OFF"}'' + ''-DUSE_LEVELDB=${if useLeveldb then "ON"else "OFF"}'' + ''-DUSE_LMDB=${if useLmdb then "ON"else "OFF"}'' + ''-DUSE_ROCKSDB=${if useRocksdb then "ON"else "OFF"}'' + ''-DUSE_ZMQ=${if useZeromq then "ON"else "OFF"}'' + "-DUSE_GLOO=OFF" + "-DUSE_NNPACK=OFF" + "-DUSE_NCCL=OFF" + "-DUSE_REDIS=OFF" + "-DUSE_FFMPEG=OFF" + ] + ++ lib.optional useCuda [ + "-DCUDA_TOOLKIT_ROOT_DIR=${cudatoolkit}" + "-DCUDA_FAST_MATH=ON" + "-DCUDA_HOST_COMPILER=${cudatoolkit.cc}/bin/gcc" + ]; + + preConfigure = '' + ${installExtraSrc cub} + ${installExtraSrc pybind11} + # XXX hack + export NIX_CFLAGS_COMPILE="-I ${eigen}/include/eigen3/ $NIX_CFLAGS_COMPILE" + ''; + + postInstall = '' + moveToOutput "bin" "$bin" + mkdir -p $out/lib/${python.libPrefix} + ln -s $out/ $out/${python.sitePackages} + ''; + + doCheck = false; + + meta = { + homepage = "https://caffe2.ai/"; + description = "A new lightweight, modular, and scalable deep learning framework"; + longDescription = '' + Caffe2 aims to provide an easy and straightforward way for you to experiment + with deep learning and leverage community contributions of new models and + algorithms. You can bring your creations to scale using the power of GPUs in the + cloud or to the masses on mobile with Caffe2's cross-platform libraries. + ''; + platforms = with lib.platforms; linux; + license = lib.licenses.asl20; + maintainers = with lib.maintainers; [ yuriaisaka ]; + }; +} |