Merge branch 'develop' of https://github.com/PaddlePaddle/Paddle into image_v2

cmake/cblas.cmake

@@ -33,20 +33,18 @@ find_library(MKL_INTEL_LP64 NAMES mkl_intel_lp64 PATHS
   ${MKL_ROOT}/lib
   ${MKL_ROOT}/lib/intel64)
 
-
-if(MKL_INC_DIR AND MKL_CORE_LIB AND MKL_SEQUENTIAL_LIB AND MKL_INTEL_LP64)
+if(MKL_LAPACK_INC_DIR AND MKL_INC_DIR AND MKL_CORE_LIB AND MKL_SEQUENTIAL_LIB AND MKL_INTEL_LP64)
+  set(CBLAS_FOUND ON)
   set(CBLAS_PROVIDER MKL)
-  set(CBLAS_INC_DIR ${MKL_INC_DIR})
-  set(CBLAS_LIBRARIES ${MKL_INTEL_LP64}
-          ${MKL_SEQUENTIAL_LIB}
-          ${MKL_CORE_LIB})
+  set(CBLAS_INC_DIR ${MKL_INC_DIR} ${MKL_LAPACK_INC_DIR})
+  set(CBLAS_LIBRARIES ${MKL_INTEL_LP64} ${MKL_SEQUENTIAL_LIB} ${MKL_CORE_LIB})
+
   add_definitions(-DPADDLE_USE_MKL)
-  message(STATUS "Found MKL (include: ${CBLAS_INC_DIR}, library: ${CBLAS_LIBRARIES})")
-  set(CBLAS_FOUND ON)
-  if(${MKL_LAPACK_INC_DIR})
+  add_definitions(-DLAPACK_FOUND)
+
+  message(STATUS "Found MKL (include: ${MKL_INC_DIR}, library: ${CBLAS_LIBRARIES})")
   message(STATUS "Found lapack in MKL (include: ${MKL_LAPACK_INC_DIR})")
-  endif()
-  return() # return file.
+  return()
 endif()
 
 ## Then find atlas.
@@ -68,20 +66,20 @@ find_path(ATLAS_CLAPACK_INC_DIR NAMES clapack.h
   PATHS ${ATLAS_INCLUDE_SEARCH_PATHS})
 find_library(ATLAS_CBLAS_LIB NAMES cblas libcblas.so.3
   PATHS ${ATLAS_LIB_SEARCH_PATHS})
-find_library(ATLAS_LIB NAMES lapack_atlas liblapack_atlas.so.3
+find_library(ATLAS_CLAPACK_LIB NAMES lapack_atlas liblapack_atlas.so.3
   PATHS ${ATLAS_LIB_SEARCH_PATHS})
 
-if(ATLAS_INC_DIR AND ATLAS_CBLAS_LIB AND ATLAS_LIB AND NOT CBLAS_FOUND)
+if(ATLAS_CLAPACK_INC_DIR AND ATLAS_INC_DIR AND ATLAS_CBLAS_LIB AND ATLAS_CLAPACK_LIB)
+  set(CBLAS_FOUND ON)
   set(CBLAS_PROVIDER ATLAS)
-  set(CBLAS_INC_DIR ${ATLAS_INC_DIR})
-  set(CBLAS_LIBRARIES ${ATLAS_LIB} ${ATLAS_CBLAS_LIB})
+  set(CBLAS_INC_DIR ${ATLAS_INC_DIR} ${ATLAS_CLAPACK_INC_DIR})
+  set(CBLAS_LIBRARIES ${ATLAS_CLAPACK_LIB} ${ATLAS_CBLAS_LIB})
+
   add_definitions(-DPADDLE_USE_ATLAS)
-  message(STATUS "Found ATLAS (include: ${CBLAS_INC_DIR}, library: ${CBLAS_LIBRARIES})")
-  set(CBLAS_FOUND ON)
-  if(ATLAS_CLAPACK_INC_DIR)
-    set(CBLAS_INC_DIR ${CBLAS_INC_DIR} ${ATLAS_CLAPACK_INC_DIR})
+  add_definitions(-DLAPACK_FOUND)
+
+  message(STATUS "Found ATLAS (include: ${ATLAS_INC_DIR}, library: ${CBLAS_LIBRARIES})")
   message(STATUS "Found lapack in ATLAS (include: ${ATLAS_CLAPACK_INC_DIR})")
-  endif()
   return()
 endif()
 
@@ -106,15 +104,17 @@ find_path(OPENBLAS_LAPACKE_INC_DIR NAMES lapacke.h
 find_library(OPENBLAS_LIB NAMES openblas
   PATHS ${OPENBLAS_LIB_SEARCH_PATHS})
 
-if(OPENBLAS_INC_DIR AND OPENBLAS_LIB)
+if(OPENBLAS_LAPACKE_INC_DIR AND OPENBLAS_INC_DIR AND OPENBLAS_LIB)
+  set(CBLAS_FOUND ON)
   set(CBLAS_PROVIDER OPENBLAS)
-  set(CBLAS_INC_DIR ${OPENBLAS_INC_DIR})
+  set(CBLAS_INC_DIR ${OPENBLAS_INC_DIR} ${OPENBLAS_LAPACKE_INC_DIR})
   set(CBLAS_LIBRARIES ${OPENBLAS_LIB})
-  message(STATUS "Found OpenBLAS (include: ${CBLAS_INC_DIR}, library: ${CBLAS_LIBRARIES})")
-  set(CBLAS_FOUND ON)
-  if(OPENBLAS_LAPACKE_INC_DIR)
+
+  add_definitions(-DPADDLE_USE_OPENBLAS)
+  add_definitions(-DLAPACK_FOUND)
+
+  message(STATUS "Found OpenBLAS (include: ${OPENBLAS_INC_DIR}, library: ${CBLAS_LIBRARIES})")
   message(STATUS "Found lapack in OpenBLAS (include: ${OPENBLAS_LAPACKE_INC_DIR})")
-  endif()
   return()
 endif()
 
@@ -143,9 +143,10 @@ find_library(REFERENCE_CBLAS_LIBRARY NAMES cblas PATHS
         ${REFERENCE_CBLAS_LIB_SEARCH_PATHS})
 
 if (REFERENCE_CBLAS_INCLUDE_DIR AND REFERENCE_CBLAS_LIBRARY)
+  set(CBLAS_FOUND ON)
   set(CBLAS_PROVIDER REFERENCE)
   set(CBLAS_INC_DIR ${REFERENCE_CBLAS_INCLUDE_DIR})
   set(CBLAS_LIBRARIES ${REFERENCE_CBLAS_LIBRARY})
-  message(STATUS "Found reference-cblas (include: ${CBLAS_INC_DIR}, library: ${CBLAS_LIBS})")
-  set(CBLAS_FOUND ON)
+  add_definitions(-DPADDLE_USE_REFERENCE_CBLAS)
+  message(STATUS "Found reference-cblas (include: ${CBLAS_INC_DIR}, library: ${CBLAS_LIBRARIES})")
 endif()

cmake/external/openblas.cmake

@@ -36,20 +36,10 @@ IF(NOT ${CBLAS_FOUND})
         INSTALL_DIR         ${CBLAS_INSTALL_DIR}
         BUILD_IN_SOURCE     1
         BUILD_COMMAND       ${CMAKE_MAKE_PROGRAM} FC=${CMAKE_Fortran_COMPILER} CC=${CMAKE_C_COMPILER} HOSTCC=${CMAKE_C_COMPILER} NO_LAPACK=1 DYNAMIC_ARCH=1 NO_SHARED=1 libs netlib
-        INSTALL_COMMAND     ${CMAKE_MAKE_PROGRAM} install NO_SHARED=1 PREFIX=<INSTALL_DIR>
+        INSTALL_COMMAND     ${CMAKE_MAKE_PROGRAM} install NO_SHARED=1 NO_LAPACK=1 PREFIX=<INSTALL_DIR>
         UPDATE_COMMAND      ""
         CONFIGURE_COMMAND   ""
     )
-
-    ExternalProject_Add_Step(
-        openblas lapacke_install
-        COMMAND ${CMAKE_COMMAND} -E copy "${CBLAS_SOURCES_DIR}/src/openblas/lapack-netlib/LAPACKE/include/lapacke_mangling_with_flags.h" "${CBLAS_INSTALL_DIR}/include/lapacke_mangling.h"
-        COMMAND ${CMAKE_COMMAND} -E copy "${CBLAS_SOURCES_DIR}/src/openblas/lapack-netlib/LAPACKE/include/lapacke.h" "${CBLAS_INSTALL_DIR}/include/lapacke.h"
-        COMMAND ${CMAKE_COMMAND} -E copy "${CBLAS_SOURCES_DIR}/src/openblas/lapack-netlib/LAPACKE/include/lapacke_config.h" "${CBLAS_INSTALL_DIR}/include/lapacke_config.h"
-        COMMAND ${CMAKE_COMMAND} -E copy "${CBLAS_SOURCES_DIR}/src/openblas/lapack-netlib/LAPACKE/include/lapacke_utils.h" "${CBLAS_INSTALL_DIR}/include/lapacke_utils.h"
-        DEPENDEES install
-    )
-
     LIST(APPEND external_project_dependencies openblas)
 ENDIF(NOT ${CBLAS_FOUND})
 

cmake/external/python.cmake

@@ -16,11 +16,13 @@ INCLUDE(ExternalProject)
 INCLUDE(python_module)
 
 FIND_PACKAGE(PythonInterp 2.7)
-FIND_PACKAGE(PythonLibs 2.7)
+IF(WITH_PYTHON)
+    FIND_PACKAGE(PythonLibs 2.7)
+ENDIF(WITH_PYTHON)
 
 SET(py_env "")
 SET(USE_VIRTUALENV_FOR_TEST 1)
-IF(PYTHONLIBS_FOUND AND PYTHONINTERP_FOUND)
+IF(PYTHONINTERP_FOUND)
     find_python_module(pip REQUIRED)
     find_python_module(numpy REQUIRED)
     find_python_module(wheel REQUIRED)
@@ -30,7 +32,7 @@ IF(PYTHONLIBS_FOUND AND PYTHONINTERP_FOUND)
         MESSAGE(FATAL_ERROR "Found Python Protobuf ${PY_GOOGLE.PROTOBUF_VERSION} < 3.0.0, "
         "please use pip to upgrade protobuf. pip install -U protobuf")
     ENDIF()
-ELSE(PYTHONLIBS_FOUND AND PYTHONINTERP_FOUND)
+ELSE(PYTHONINTERP_FOUND)
     MESSAGE(FATAL_ERROR "Please install python 2.7 before building PaddlePaddle.")
     ##################################### PYTHON ########################################
     SET(PYTHON_SOURCES_DIR ${THIRD_PARTY_PATH}/python)
@@ -217,7 +219,7 @@ ELSE(PYTHONLIBS_FOUND AND PYTHONINTERP_FOUND)
 
     LIST(APPEND external_project_dependencies python setuptools six cython wheel python-protobuf numpy)
 
-ENDIF(PYTHONLIBS_FOUND AND PYTHONINTERP_FOUND)
+ENDIF(PYTHONINTERP_FOUND)
 
 IF(WITH_PYTHON)
     INCLUDE_DIRECTORIES(${PYTHON_INCLUDE_DIR})

paddle/math/MathFunctions.cpp

@@ -34,6 +34,9 @@ void* lapack_dso_handle = nullptr;
 // We have to use two levels of macro to do the expansion.
 // See https://gcc.gnu.org/onlinedocs/cpp/Stringizing.html
 #define STR(x) #x
+
+// clang-format off
+#ifndef LAPACK_FOUND
 #define DYNAMIC_LOAD_LAPACK_WRAP(__name)                                       \
   struct DynLoad__##__name {                                                   \
     template <typename... Args>                                                \
@@ -46,8 +49,16 @@ void* lapack_dso_handle = nullptr;
       return reinterpret_cast<lapack_func>(p_##__name)(args...);               \
     }                                                                          \
   } __name;  // struct DynLoad__##__name
+#else
+#define DYNAMIC_LOAD_LAPACK_WRAP(__name)                                       \
+  struct DynLoad__##__name {                                                   \
+    template <typename... Args>                                                \
+    auto operator()(Args... args) -> decltype(__name(args...)) {               \
+      return __name(args...);                                                  \
+    }                                                                          \
+  } __name;  // struct DynLoad__##__name
+#endif
 
-// clang-format off
 #ifdef PADDLE_USE_ATLAS
   #define  PADDLE_SGETRF  clapack_sgetrf
   #define  PADDLE_DGETRF  clapack_dgetrf

paddle/math/MathFunctions.h

@@ -18,17 +18,32 @@ limitations under the License. */
 #ifdef PADDLE_USE_MKL
 #include <mkl.h>
 #include <mkl_lapacke.h>
-#else
-extern "C" {
-#include <cblas.h>
-}
+#endif
+
 #ifdef PADDLE_USE_ATLAS
 extern "C" {
+#include <cblas.h>
 #include <clapack.h>
 }
-#else
+#endif
+
+#ifdef PADDLE_USE_OPENBLAS
+#include <cblas.h>
 #include <lapacke.h>
 #endif
+
+#ifndef LAPACK_FOUND
+extern "C" {
+#include <cblas.h>
+int LAPACKE_sgetrf(
+    int matrix_layout, int m, int n, float* a, int lda, int* ipiv);
+int LAPACKE_dgetrf(
+    int matrix_layout, int m, int n, double* a, int lda, int* ipiv);
+int LAPACKE_sgetri(
+    int matrix_layout, int n, float* a, int lda, const int* ipiv);
+int LAPACKE_dgetri(
+    int matrix_layout, int n, double* a, int lda, const int* ipiv);
+}
 #endif
 
 #include <cmath>

paddle/math/tests/test_matrixCompare.cpp

@@ -236,8 +236,19 @@ TEST(Matrix, unary) {
       testMatrixTranspose(height, width);
       testMatrixRotate(height, width);
     }
+#ifdef LAPACK_FOUND
     // inverse matrix
     testMatrixInverse(height);
+#else
+    LOG(WARNING) << "Cannot run Matrix Inverse Unit Test.\n"
+                 << "Failed to find lapack library in current system.\n"
+                 << "To address this issue, Please adopt one of the following "
+                    "approaches: \n"
+                 << "1. Simply issue `sudo apt-get install liblapacke-dev` to "
+                    "avoid re-build source code. \n"
+                 << "2. Install MKL/Openblas/ATLAS and re-build PaddlePaddle "
+                    "source code.";
+#endif
   }
 }
 

python/paddle/v2/__init__.py

@@ -11,6 +11,7 @@
 # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 # See the License for the specific language governing permissions and
 # limitations under the License.
+import os
 import optimizer
 import layer
 import activation
@@ -43,7 +44,15 @@ __all__ = [
 
 def init(**kwargs):
     args = []
-    for key in kwargs.keys():
+    args_dict = {}
+    # NOTE: append arguments if they are in ENV
+    for ek, ev in os.environ.iteritems():
+        if ek.startswith("PADDLE_INIT_"):
+            args_dict[ek.replace("PADDLE_INIT_", "").lower()] = str(ev)
+
+    args_dict.update(kwargs)
+    # NOTE: overwrite arguments from ENV if it is in kwargs
+    for key in args_dict.keys():
         args.append('--%s=%s' % (key, str(kwargs[key])))
 
     api.initPaddle(*args)

python/paddle/v2/config_base.py

@@ -16,6 +16,7 @@ import collections
 import re
 from paddle.trainer_config_helpers.default_decorators import wrap_name_default
 import paddle.trainer_config_helpers as conf_helps
+from topology import Topology
 
 
 class LayerType(type):
@@ -161,6 +162,10 @@ class Layer(object):
         """
         return self.__context__[self.context_name()].size
 
+    def attr(self):
+        topo = Topology(self)
+        return topo.get_layer_proto(self.name)
+
 
 def __convert_to_v2__(method_name,
                       parent_names,

python/paddle/v2/topology.py

@@ -130,6 +130,12 @@ class Topology(object):
         return [(nm, data_layers[nm].type)
                 for nm in self.proto().input_layer_names]
 
+    def get_layer_proto(self, name):
+        for layer in self.__model_config__.layers:
+            if layer.name == name:
+                return layer
+        return None
+
 
 def __check_layer_type__(layer):
     if not isinstance(layer, v2_layer.LayerV2):