diff options
Diffstat (limited to 'nixpkgs/pkgs/development/python-modules/tensorflow/default.nix')
-rw-r--r-- | nixpkgs/pkgs/development/python-modules/tensorflow/default.nix | 154 |
1 files changed, 154 insertions, 0 deletions
diff --git a/nixpkgs/pkgs/development/python-modules/tensorflow/default.nix b/nixpkgs/pkgs/development/python-modules/tensorflow/default.nix new file mode 100644 index 000000000000..8163243eb0a4 --- /dev/null +++ b/nixpkgs/pkgs/development/python-modules/tensorflow/default.nix @@ -0,0 +1,154 @@ +{ stdenv, buildBazelPackage, lib, fetchFromGitHub, fetchpatch, symlinkJoin +, buildPythonPackage, isPy3k, pythonOlder, pythonAtLeast +, which, swig, binutils, glibcLocales +, python, jemalloc, openmpi +, numpy, six, protobuf, tensorflow-tensorboard, backports_weakref, mock, enum34, absl-py +, cudaSupport ? false, nvidia_x11 ? null, cudatoolkit ? null, cudnn ? null +# XLA without CUDA is broken +, xlaSupport ? cudaSupport +# Default from ./configure script +, cudaCapabilities ? [ "3.5" "5.2" ] +, sse42Support ? false +, avx2Support ? false +, fmaSupport ? false +}: + +assert cudaSupport -> nvidia_x11 != null + && cudatoolkit != null + && cudnn != null; + +# unsupported combination +assert ! (stdenv.isDarwin && cudaSupport); + +let + + withTensorboard = pythonOlder "3.6"; + + cudatoolkit_joined = symlinkJoin { + name = "${cudatoolkit.name}-unsplit"; + paths = [ cudatoolkit.out cudatoolkit.lib ]; + }; + + tfFeature = x: if x then "1" else "0"; + + version = "1.5.0"; + + pkg = buildBazelPackage rec { + name = "tensorflow-build-${version}"; + + src = fetchFromGitHub { + owner = "tensorflow"; + repo = "tensorflow"; + rev = "v${version}"; + sha256 = "1c4djsaip901nasm7a6dsimr02bsv70a7b1g0kysb4n39qpdh22q"; + }; + + patches = [ + # Fix build with Bazel >= 0.10 + (fetchpatch { + url = "https://github.com/tensorflow/tensorflow/commit/6fcfab770c2672e2250e0f5686b9545d99eb7b2b.patch"; + sha256 = "0p61za1mx3a7gj1s5lsps16fcw18iwnvq2b46v1kyqfgq77a12vb"; + }) + (fetchpatch { + url = "https://github.com/tensorflow/tensorflow/commit/3f57956725b553d196974c9ad31badeb3eabf8bb.patch"; + sha256 = "11dja5gqy0qw27sc9b6yw9r0lfk8dznb32vrqqfcnypk2qmv26va"; + }) + ]; + + nativeBuildInputs = [ swig which ]; + + buildInputs = [ python jemalloc openmpi glibcLocales numpy ] + ++ lib.optionals cudaSupport [ cudatoolkit cudnn nvidia_x11 ]; + + preConfigure = '' + patchShebangs configure + + export PYTHON_BIN_PATH="${python.interpreter}" + export PYTHON_LIB_PATH="$NIX_BUILD_TOP/site-packages" + export TF_NEED_GCP=1 + export TF_NEED_HDFS=1 + export TF_ENABLE_XLA=${tfFeature xlaSupport} + export CC_OPT_FLAGS=" " + # https://github.com/tensorflow/tensorflow/issues/14454 + export TF_NEED_MPI=${tfFeature cudaSupport} + export TF_NEED_CUDA=${tfFeature cudaSupport} + ${lib.optionalString cudaSupport '' + export CUDA_TOOLKIT_PATH=${cudatoolkit_joined} + export TF_CUDA_VERSION=${cudatoolkit.majorVersion} + export CUDNN_INSTALL_PATH=${cudnn} + export TF_CUDNN_VERSION=${cudnn.majorVersion} + export GCC_HOST_COMPILER_PATH=${cudatoolkit.cc}/bin/gcc + export TF_CUDA_COMPUTE_CAPABILITIES=${lib.concatStringsSep "," cudaCapabilities} + ''} + + mkdir -p "$PYTHON_LIB_PATH" + ''; + + NIX_LDFLAGS = lib.optionals cudaSupport [ "-lcublas" "-lcudnn" "-lcuda" "-lcudart" ]; + + hardeningDisable = [ "all" ]; + + bazelFlags = [ "--config=opt" ] + ++ lib.optional sse42Support "--copt=-msse4.2" + ++ lib.optional avx2Support "--copt=-mavx2" + ++ lib.optional fmaSupport "--copt=-mfma" + ++ lib.optional cudaSupport "--config=cuda"; + + bazelTarget = "//tensorflow/tools/pip_package:build_pip_package"; + + fetchAttrs = { + preInstall = '' + rm -rf $bazelOut/external/{bazel_tools,\@bazel_tools.marker,local_*,\@local_*} + ''; + + sha256 = "1nc98aqrp14q7llypcwaa0kdn9xi7r0p1mnd3vmmn1m299py33ca"; + }; + + buildAttrs = { + preBuild = '' + patchShebangs . + find -type f -name CROSSTOOL\* -exec sed -i \ + -e 's,/usr/bin/ar,${binutils.bintools}/bin/ar,g' \ + {} \; + ''; + + installPhase = '' + sed -i 's,.*bdist_wheel.*,cp -rL . "$out"; exit 0,' bazel-bin/tensorflow/tools/pip_package/build_pip_package + bazel-bin/tensorflow/tools/pip_package/build_pip_package $PWD/dist + ''; + }; + + dontFixup = true; + }; + +in buildPythonPackage rec { + pname = "tensorflow"; + inherit version; + + src = pkg; + + installFlags = lib.optional (!withTensorboard) "--no-dependencies"; + + postPatch = lib.optionalString (pythonAtLeast "3.4") '' + sed -i '/enum34/d' setup.py + ''; + + propagatedBuildInputs = [ numpy six protobuf absl-py ] + ++ lib.optional (!isPy3k) mock + ++ lib.optionals (pythonOlder "3.4") [ backports_weakref enum34 ] + ++ lib.optional withTensorboard tensorflow-tensorboard; + + # Actual tests are slow and impure. + checkPhase = '' + ${python.interpreter} -c "import tensorflow" + ''; + + meta = with stdenv.lib; { + description = "Computation using data flow graphs for scalable machine learning"; + homepage = http://tensorflow.org; + license = licenses.asl20; + maintainers = with maintainers; [ jyp abbradar ]; + platforms = platforms.linux; + broken = !(xlaSupport -> cudaSupport); + }; +} |