python.pkgs.tensorflow: 1.3 -> 1.5
This commit is contained in:
Nikolay Amiantov
parent
102c91d45e
commit
8aeea493a5
@ -1,8 +1,8 @@
|
||||
{ stdenv, lib, fetchFromGitHub, fetchpatch, symlinkJoin, buildPythonPackage, isPy3k, pythonOlder
|
||||
, bazel, which, swig, binutils, glibcLocales
|
||||
{ stdenv, buildBazelPackage, lib, fetchFromGitHub, fetchpatch, symlinkJoin
|
||||
, buildPythonPackage, isPy3k, pythonOlder, pythonAtLeast
|
||||
, which, swig, binutils, glibcLocales
|
||||
, python, jemalloc, openmpi
|
||||
, numpy, six, protobuf, tensorflow-tensorboard, backports_weakref
|
||||
, wheel, mock, scipy
|
||||
, numpy, six, protobuf, tensorflow-tensorboard, backports_weakref, mock, enum34, absl-py
|
||||
, xlaSupport ? true
|
||||
, cudaSupport ? false, nvidia_x11 ? null, cudatoolkit ? null, cudnn ? null
|
||||
# Default from ./configure script
|
||||
@ -12,7 +12,8 @@
|
||||
, fmaSupport ? false
|
||||
}:
|
||||
|
||||
assert cudaSupport -> cudatoolkit != null
|
||||
assert cudaSupport -> nvidia_x11 != null
|
||||
&& cudatoolkit != null
|
||||
&& cudnn != null;
|
||||
|
||||
# unsupported combination
|
||||
@ -27,40 +28,49 @@ let
|
||||
paths = [ cudatoolkit.out cudatoolkit.lib ];
|
||||
};
|
||||
|
||||
cudaLibPath = lib.makeLibraryPath [ cudatoolkit.out cudatoolkit.lib nvidia_x11 cudnn ];
|
||||
|
||||
tfFeature = x: if x then "1" else "0";
|
||||
|
||||
common = rec {
|
||||
version = "1.3.1";
|
||||
version = "1.5.0";
|
||||
|
||||
pkg = buildBazelPackage rec {
|
||||
name = "tensorflow-build-${version}";
|
||||
|
||||
src = fetchFromGitHub {
|
||||
owner = "tensorflow";
|
||||
repo = "tensorflow";
|
||||
rev = "v${version}";
|
||||
sha256 = "0gvi32dvv4ynr05p0gg5i0a6c55pig48k5qm7zslcqnp4sifwx0i";
|
||||
sha256 = "1c4djsaip901nasm7a6dsimr02bsv70a7b1g0kysb4n39qpdh22q";
|
||||
};
|
||||
|
||||
nativeBuildInputs = [ swig which wheel scipy ];
|
||||
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";
|
||||
})
|
||||
];
|
||||
|
||||
buildInputs = [ python jemalloc openmpi glibcLocales ]
|
||||
++ lib.optionals cudaSupport [ cudatoolkit cudnn ];
|
||||
nativeBuildInputs = [ swig which ];
|
||||
|
||||
propagatedBuildInputs = [ numpy six protobuf ]
|
||||
++ lib.optional (!isPy3k) mock
|
||||
++ lib.optional (pythonOlder "3.4") backports_weakref
|
||||
++ lib.optional withTensorboard tensorflow-tensorboard;
|
||||
buildInputs = [ python jemalloc openmpi glibcLocales numpy ]
|
||||
++ lib.optionals cudaSupport [ cudatoolkit cudnn nvidia_x11 ];
|
||||
|
||||
preConfigure = ''
|
||||
patchShebangs configure
|
||||
export HOME="$NIX_BUILD_TOP"
|
||||
|
||||
export PYTHON_BIN_PATH="${python.interpreter}"
|
||||
export PYTHON_LIB_PATH="$NIX_BUILD_TOP/site-packages"
|
||||
export TF_NEED_GCP=1
|
||||
export TF_NEED_HDFS=1
|
||||
export TF_NEED_CUDA=${tfFeature cudaSupport}
|
||||
export TF_NEED_MPI=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=${cudatoolkit.majorVersion}
|
||||
@ -70,13 +80,11 @@ let
|
||||
export TF_CUDA_COMPUTE_CAPABILITIES=${lib.concatStringsSep "," cudaCapabilities}
|
||||
''}
|
||||
|
||||
# There is _no_ non-interactive mode of configure.
|
||||
sed -i \
|
||||
-e 's,read -p,echo,g' \
|
||||
-e 's,lib64,lib,g' \
|
||||
configure
|
||||
mkdir -p "$PYTHON_LIB_PATH"
|
||||
'';
|
||||
|
||||
NIX_LDFLAGS = lib.optionals cudaSupport [ "-lcublas" "-lcudnn" "-lcuda" "-lcudart" ];
|
||||
|
||||
hardeningDisable = [ "all" ];
|
||||
|
||||
bazelFlags = [ "--config=opt" ]
|
||||
@ -87,101 +95,59 @@ let
|
||||
|
||||
bazelTarget = "//tensorflow/tools/pip_package:build_pip_package";
|
||||
|
||||
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 = with platforms; if cudaSupport then linux else linux ++ darwin;
|
||||
fetchAttrs = {
|
||||
preInstall = ''
|
||||
rm -rf $bazelOut/external/{bazel_tools,\@bazel_tools.marker,local_*,\@local_*}
|
||||
'';
|
||||
|
||||
sha256 = "1nc98aqrp14q7llypcwaa0kdn9xi7r0p1mnd3vmmn1m299py33ca";
|
||||
};
|
||||
};
|
||||
|
||||
in buildPythonPackage (common // {
|
||||
pname = "tensorflow";
|
||||
version = common.version;
|
||||
name = "tensorflow-${common.version}";
|
||||
buildAttrs = {
|
||||
preBuild = ''
|
||||
patchShebangs .
|
||||
find -type f -name CROSSTOOL\* -exec sed -i \
|
||||
-e 's,/usr/bin/ar,${binutils.bintools}/bin/ar,g' \
|
||||
{} \;
|
||||
'';
|
||||
|
||||
deps = stdenv.mkDerivation (common // {
|
||||
name = "tensorflow-external-${common.version}";
|
||||
|
||||
nativeBuildInputs = common.nativeBuildInputs ++ [ bazel ];
|
||||
|
||||
preConfigure = common.preConfigure + ''
|
||||
export PYTHON_LIB_PATH="$(pwd)/site-packages"
|
||||
'';
|
||||
|
||||
buildPhase = ''
|
||||
mkdir site-packages
|
||||
bazel --output_base="$(pwd)/output" fetch $bazelFlags $bazelTarget
|
||||
'';
|
||||
|
||||
installPhase = ''
|
||||
rm -rf output/external/{bazel_tools,\@bazel_tools.marker,local_*,\@local_*}
|
||||
# Patching markers to make them deterministic
|
||||
for i in output/external/\@*.marker; do
|
||||
sed -i 's, -\?[0-9][0-9]*$, 1,' "$i"
|
||||
done
|
||||
# Patching symlinks to remove build directory reference
|
||||
find output/external -type l | while read symlink; do
|
||||
ln -sf $(readlink "$symlink" | sed "s,$NIX_BUILD_TOP,NIX_BUILD_TOP,") "$symlink"
|
||||
done
|
||||
|
||||
cp -r output/external $out
|
||||
'';
|
||||
installPhase = ''
|
||||
sed -i 's,.*bdist_wheel.*,cp -rL . "$out"; exit 0,' bazel-bin/tensorflow/tools/pip_package/build_pip_package
|
||||
bazel-bin/tensorflow/tools/pip_package/build_pip_package $PWD/dist
|
||||
'';
|
||||
};
|
||||
|
||||
dontFixup = true;
|
||||
};
|
||||
|
||||
outputHashMode = "recursive";
|
||||
outputHashAlgo = "sha256";
|
||||
outputHash = "0xs2n061gnpizfcnhs5jjpfk2av634j1l2l17zhy10bbmrwn3vrp";
|
||||
});
|
||||
in buildPythonPackage rec {
|
||||
pname = "tensorflow";
|
||||
inherit version;
|
||||
name = "${pname}-${version}";
|
||||
|
||||
nativeBuildInputs = common.nativeBuildInputs ++ [ (bazel.override { enableNixHacks = true; }) ];
|
||||
src = pkg;
|
||||
|
||||
configurePhase = ''
|
||||
runHook preConfigure
|
||||
export PYTHON_LIB_PATH="$out/${python.sitePackages}"
|
||||
./configure
|
||||
runHook postConfigure
|
||||
'';
|
||||
|
||||
buildPhase = ''
|
||||
mkdir -p output/external
|
||||
cp -r $deps/* output/external
|
||||
chmod -R +w output
|
||||
find output -type l | while read symlink; do
|
||||
ln -sf $(readlink "$symlink" | sed "s,NIX_BUILD_TOP,$NIX_BUILD_TOP,") "$symlink"
|
||||
done
|
||||
|
||||
patchShebangs .
|
||||
find -type f -name CROSSTOOL\* -exec sed -i \
|
||||
-e 's,/usr/bin/ar,${binutils}/bin/ar,g' \
|
||||
{} \;
|
||||
|
||||
mkdir -p $out/${python.sitePackages}
|
||||
bazel --output_base="$(pwd)/output" build $bazelFlags $bazelTarget
|
||||
|
||||
bazel-bin/tensorflow/tools/pip_package/build_pip_package $PWD/dist
|
||||
'';
|
||||
|
||||
# tensorflow depends on tensorflow_tensorboard, which cannot be
|
||||
# built at the moment (some of its dependencies do not build
|
||||
# [htlm5lib9999999 (seven nines) -> tensorboard], and it depends on an old version of
|
||||
# bleach) Hence we disable dependency checking for now.
|
||||
installFlags = lib.optional (!withTensorboard) "--no-dependencies";
|
||||
|
||||
# Tests are slow and impure.
|
||||
doCheck = false;
|
||||
|
||||
# For some reason, CUDA is not retained in RPATH.
|
||||
postFixup = lib.optionalString cudaSupport ''
|
||||
libPath="$out/${python.sitePackages}/tensorflow/python/_pywrap_tensorflow_internal.so"
|
||||
patchelf --set-rpath "$(patchelf --print-rpath "$libPath"):${cudaLibPath}" "$libPath"
|
||||
postPatch = lib.optionalString (pythonAtLeast "3.4") ''
|
||||
sed -i '/enum34/d' setup.py
|
||||
'';
|
||||
|
||||
doInstallCheck = true;
|
||||
installCheckPhase = ''
|
||||
cd $NIX_BUILD_TOP
|
||||
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 = with platforms; if cudaSupport then linux else linux ++ darwin;
|
||||
};
|
||||
}
|
||||
|
||||
@ -21272,11 +21272,10 @@ EOF
|
||||
tensorflow-tensorboard = callPackage ../development/python-modules/tensorflow-tensorboard { };
|
||||
|
||||
tensorflow = callPackage ../development/python-modules/tensorflow rec {
|
||||
bazel = pkgs.bazel_0_4;
|
||||
cudaSupport = pkgs.config.cudaSupport or false;
|
||||
inherit (pkgs.linuxPackages) nvidia_x11;
|
||||
cudatoolkit = pkgs.cudatoolkit8;
|
||||
cudnn = pkgs.cudnn6_cudatoolkit8;
|
||||
cudatoolkit = pkgs.cudatoolkit9;
|
||||
cudnn = pkgs.cudnn_cudatoolkit9;
|
||||
};
|
||||
|
||||
tensorflowWithoutCuda = self.tensorflow.override {
|
||||
|
||||
Loading…
Reference in New Issue
Block a user