about summary refs log tree commit diff
path: root/nixpkgs/pkgs/applications/science/math/cntk/default.nix
diff options
context:
space:
mode:
Diffstat (limited to 'nixpkgs/pkgs/applications/science/math/cntk/default.nix')
-rw-r--r--nixpkgs/pkgs/applications/science/math/cntk/default.nix92
1 files changed, 92 insertions, 0 deletions
diff --git a/nixpkgs/pkgs/applications/science/math/cntk/default.nix b/nixpkgs/pkgs/applications/science/math/cntk/default.nix
new file mode 100644
index 000000000000..fe5c77be8b22
--- /dev/null
+++ b/nixpkgs/pkgs/applications/science/math/cntk/default.nix
@@ -0,0 +1,92 @@
+{ lib, stdenv, fetchgit, fetchFromGitHub, cmake
+, openblas, opencv3, libzip, boost, protobuf, openmpi
+, onebitSGDSupport ? false
+, cudaSupport ? false, cudatoolkit, nvidia_x11
+, cudnnSupport ? false, cudnn
+}:
+
+assert cudnnSupport -> cudaSupport;
+
+let
+  # Old specific version required for CNTK.
+  cub = fetchFromGitHub {
+    owner = "NVlabs";
+    repo = "cub";
+    rev = "1.7.4";
+    sha256 = "0ksd5n1lxqhm5l5cd2lps4cszhjkf6gmzahaycs7nxb06qci8c66";
+  };
+
+in stdenv.mkDerivation rec {
+  name = "CNTK-${version}";
+  version = "2.4";
+
+  # Submodules
+  src = fetchgit {
+    url = "https://github.com/Microsoft/CNTK";
+    rev = "v${version}";
+    sha256 = "0m28wb0ljixcpi14g3gcfiraimh487yxqhd9yrglgyvjb69x597y";
+  };
+
+  patches = [ ./fix_std_bind.patch ];
+
+  nativeBuildInputs = [ cmake ];
+
+  buildInputs = [ openblas opencv3 libzip boost protobuf openmpi ]
+             ++ lib.optional cudaSupport cudatoolkit
+             ++ lib.optional cudnnSupport cudnn;
+
+  configureFlags = [
+    "--with-opencv=${opencv3}"
+    "--with-libzip=${libzip.dev}"
+    "--with-openblas=${openblas}"
+    "--with-boost=${boost.dev}"
+    "--with-protobuf=${protobuf}"
+    "--with-mpi=${openmpi}"
+    "--cuda=${if cudaSupport then "yes" else "no"}"
+    # FIXME
+    "--asgd=no"
+  ] ++ lib.optionals cudaSupport [
+    "--with-cuda=${cudatoolkit}"
+    "--with-gdk-include=${cudatoolkit}/include"
+    "--with-gdk-nvml-lib=${nvidia_x11}/lib"
+    "--with-cub=${cub}"
+  ] ++ lib.optional onebitSGDSupport "--1bitsgd=yes";
+
+  configurePhase = ''
+    sed -i \
+      -e 's,^GIT_STATUS=.*,GIT_STATUS=,' \
+      -e 's,^GIT_COMMIT=.*,GIT_COMMIT=v${version},' \
+      -e 's,^GIT_BRANCH=.*,GIT_BRANCH=v${version},' \
+      -e 's,^BUILDER=.*,BUILDER=nixbld,' \
+      -e 's,^BUILDMACHINE=.*,BUILDMACHINE=machine,' \
+      -e 's,^BUILDPATH=.*,BUILDPATH=/homeless-shelter,' \
+      -e '/git does not exist/d' \
+      Tools/generate_build_info
+
+    patchShebangs .
+    mkdir build
+    cd build
+    ${lib.optionalString cudnnSupport ''
+      mkdir cuda
+      ln -s ${cudnn}/include cuda
+      export configureFlags="$configureFlags --with-cudnn=$PWD"
+    ''}
+    ../configure $configureFlags
+  '';
+
+  installPhase = ''
+    mkdir -p $out/bin
+    # Moving to make patchelf remove references later.
+    mv lib $out
+    cp bin/cntk $out/bin
+  '';
+
+  enableParallelBuilding = true;
+
+  meta = with lib; {
+    homepage = https://github.com/Microsoft/CNTK;
+    description = "An open source deep-learning toolkit";
+    license = if onebitSGDSupport then licenses.unfreeRedistributable else licenses.mit;
+    maintainers = with maintainers; [ abbradar ];
+  };
+}