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-rw-r--r--nixpkgs/pkgs/applications/science/math/caffe/default.nix126
1 files changed, 126 insertions, 0 deletions
diff --git a/nixpkgs/pkgs/applications/science/math/caffe/default.nix b/nixpkgs/pkgs/applications/science/math/caffe/default.nix
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+++ b/nixpkgs/pkgs/applications/science/math/caffe/default.nix
@@ -0,0 +1,126 @@
+{ stdenv, lib, runCommand
+, fetchFromGitHub
+, fetchurl
+, cmake
+, boost
+, google-gflags
+, glog
+, hdf5-cpp
+, opencv3
+, protobuf
+, doxygen
+, openblas
+, Accelerate, CoreGraphics, CoreVideo
+, lmdbSupport ? true, lmdb
+, leveldbSupport ? true, leveldb, snappy
+, cudaSupport ? stdenv.isLinux, cudatoolkit
+, cudnnSupport ? false, cudnn ? null
+, ncclSupport ? false, nccl ? null
+, pythonSupport ? false, python ? null, numpy ? null
+}:
+
+assert leveldbSupport -> (leveldb != null && snappy != null);
+assert cudnnSupport -> cudaSupport;
+assert ncclSupport -> cudaSupport;
+assert pythonSupport -> (python != null && numpy != null);
+
+let
+  toggle = bool: if bool then "ON" else "OFF";
+
+  test_model_weights = fetchurl {
+    url = "http://dl.caffe.berkeleyvision.org/bvlc_reference_caffenet.caffemodel";
+    sha256 = "472d4a06035497b180636d8a82667129960371375bd10fcb6df5c6c7631f25e0";
+  };
+
+in
+
+stdenv.mkDerivation rec {
+  name = "caffe-${version}";
+  version = "1.0";
+
+  src = fetchFromGitHub {
+    owner = "BVLC";
+    repo = "caffe";
+    rev = version;
+    sha256 = "104jp3cm823i3cdph7hgsnj6l77ygbwsy35mdmzhmsi4jxprd9j3";
+  };
+
+  enableParallelBuilding = true;
+
+  nativeBuildInputs = [ cmake doxygen ];
+
+  cmakeFlags =
+    [ (if pythonSupport then "-Dpython_version=${python.version}" else "-DBUILD_python=OFF")
+      "-DBLAS=open"
+    ] ++ (if cudaSupport then [
+           "-DCUDA_ARCH_NAME=All"
+           "-DCUDA_HOST_COMPILER=${cudatoolkit.cc}/bin/cc"
+         ] else [ "-DCPU_ONLY=ON" ])
+      ++ ["-DUSE_NCCL=${toggle ncclSupport}"]
+      ++ ["-DUSE_LEVELDB=${toggle leveldbSupport}"]
+      ++ ["-DUSE_LMDB=${toggle lmdbSupport}"];
+
+  buildInputs = [ boost google-gflags glog protobuf hdf5-cpp opencv3 openblas ]
+                ++ lib.optional cudaSupport cudatoolkit
+                ++ lib.optional cudnnSupport cudnn
+                ++ lib.optional lmdbSupport lmdb
+                ++ lib.optional ncclSupport nccl
+                ++ lib.optionals leveldbSupport [ leveldb snappy ]
+                ++ lib.optionals pythonSupport [ python numpy ]
+                ++ lib.optionals stdenv.isDarwin [ Accelerate CoreGraphics CoreVideo ]
+                ;
+
+  propagatedBuildInputs = lib.optional pythonSupport python.pkgs.protobuf;
+
+  outputs = [ "bin" "out"];
+  propagatedBuildOutputs = []; # otherwise propagates out -> bin cycle
+
+  patches = [ ./darwin.patch ];
+
+  preConfigure = lib.optionalString (cudaSupport && lib.versionAtLeast cudatoolkit.version "9.0") ''
+    # CUDA 9.0 doesn't support sm_20
+    sed -i 's,20 21(20) ,,' cmake/Cuda.cmake
+  '' + lib.optionalString (python.isPy3 or false) ''
+    sed -i \
+      -e 's,"python-py''${boost_py_version}",python3,g' \
+      -e 's,''${Boost_PYTHON-PY''${boost_py_version}_FOUND},''${Boost_PYTHON3_FOUND},g' \
+      cmake/Dependencies.cmake
+  '';
+
+  postInstall = ''
+    # Internal static library.
+    rm $out/lib/libproto.a
+
+    # Install models
+    cp -a ../models $out/share/Caffe/models
+
+    moveToOutput "bin" "$bin"
+  '' + lib.optionalString pythonSupport ''
+    mkdir -p $out/${python.sitePackages}
+    mv $out/python/caffe $out/${python.sitePackages}
+    rm -rf $out/python
+  '';
+
+  doInstallCheck = false; # build takes more than 30 min otherwise
+  installCheckPhase = ''
+    model=bvlc_reference_caffenet
+    m_path="$out/share/Caffe/models/$model"
+    $bin/bin/caffe test \
+      -model "$m_path/deploy.prototxt" \
+      -solver "$m_path/solver.prototxt" \
+      -weights "${test_model_weights}"
+  '';
+
+  meta = with stdenv.lib; {
+    description = "Deep learning framework";
+    longDescription = ''
+      Caffe is a deep learning framework made with expression, speed, and
+      modularity in mind. It is developed by the Berkeley Vision and Learning
+      Center (BVLC) and by community contributors.
+    '';
+    homepage = http://caffe.berkeleyvision.org/;
+    maintainers = with maintainers; [ jb55 ];
+    license = licenses.bsd2;
+    platforms = platforms.linux ++ platforms.darwin;
+  };
+}