Merge remote-tracking branch 'origin/develop' into save_state

CMakeLists.txt

@@ -16,6 +16,7 @@ cmake_minimum_required(VERSION 3.0)
 
 set(CMAKE_MODULE_PATH ${CMAKE_MODULE_PATH} "${CMAKE_CURRENT_SOURCE_DIR}/cmake")
 set(PROJ_ROOT ${CMAKE_CURRENT_SOURCE_DIR})
+set(PROJ_BINARY_ROOT ${CMAKE_CURRENT_BINARY_DIR})
 
 include(system)
 

cmake/generic.cmake

@@ -88,7 +88,7 @@
 #
 
 # including binary directory for generated headers.
-include_directories(${CMAKE_BINARY_DIR})
+include_directories(${CMAKE_CURRENT_BINARY_DIR})
 
 if(NOT APPLE)
     find_package(Threads REQUIRED)
@@ -106,7 +106,7 @@ function(merge_static_libs TARGET_NAME)
 
   if(APPLE) # Use OSX's libtool to merge archives
     # To produce a library we need at least one source file.
-    # It is created by add_custom_command below and will helps 
+    # It is created by add_custom_command below and will helps
     # also help to track dependencies.
     set(dummyfile ${CMAKE_CURRENT_BINARY_DIR}/${TARGET_NAME}_dummy.c)
 
@@ -144,24 +144,24 @@ function(merge_static_libs TARGET_NAME)
         DEPENDS ${lib} ${objdir}
         WORKING_DIRECTORY ${objdir})
 
-      # Empty dummy source file that goes into merged library		
-      set(mergebase ${lib}.mergebase.c)		
-      add_custom_command(OUTPUT ${mergebase}		
-        COMMAND ${CMAKE_COMMAND} -E touch ${mergebase}		
-        DEPENDS ${objlistfile})		
+      # Empty dummy source file that goes into merged library
+      set(mergebase ${lib}.mergebase.c)
+      add_custom_command(OUTPUT ${mergebase}
+        COMMAND ${CMAKE_COMMAND} -E touch ${mergebase}
+        DEPENDS ${objlistfile})
 
       list(APPEND mergebases "${mergebase}")
     endforeach()
 
     add_library(${TARGET_NAME} STATIC ${mergebases})
-    target_link_libraries(${TARGET_NAME} ${libs_deps}) 
+    target_link_libraries(${TARGET_NAME} ${libs_deps})
 
     # Get the file name of the generated library
     set(outlibfile "$<TARGET_FILE:${TARGET_NAME}>")
 
     foreach(lib ${libs})
       add_custom_command(TARGET ${TARGET_NAME} POST_BUILD
-        COMMAND ${CMAKE_AR} cr ${outlibfile} *.o  
+        COMMAND ${CMAKE_AR} cr ${outlibfile} *.o
         COMMAND ${CMAKE_RANLIB} ${outlibfile}
         WORKING_DIRECTORY ${lib}.objdir)
     endforeach()
@@ -362,4 +362,4 @@ function(py_proto_compile TARGET_NAME)
   set(py_srcs)
   protobuf_generate_python(py_srcs ${py_proto_compile_SRCS})
   add_custom_target(${TARGET_NAME} ALL DEPENDS ${py_srcs})
-endfunction()
+endfunction()
\ No newline at end of file

python/paddle/trainer_config_helpers/layers.py

@@ -1253,9 +1253,9 @@ def pooling_layer(input,
 
     If stride > 0, this layer slides a window whose size is determined by stride,
     and return the pooling value of the window as the output. Thus, a long sequence
-    will be shorten. 
-    
-    The parameter stride specifies the intervals at which to apply the pooling 
+    will be shorten.
+
+    The parameter stride specifies the intervals at which to apply the pooling
     operation. Note that for sequence with sub-sequence, the default value
     of stride is -1.
 
@@ -4805,6 +4805,14 @@ def maxout_layer(input, groups, num_channels=None, name=None, layer_attr=None):
     So groups should be larger than 1, and the num of channels should be able
     to devided by groups.
 
+    .. math::
+       y_{si+j} = \max_k x_{gsi + sk + j}
+       g = groups
+       s = input.size / num_channels
+       0 \le i < num_channels / groups
+       0 \le j < s
+       0 \le k < groups
+
     Please refer to Paper:
       - Maxout Networks: http://www.jmlr.org/proceedings/papers/v28/goodfellow13.pdf
       - Multi-digit Number Recognition from Street View \

python/setup.py.in

@@ -34,6 +34,6 @@ setup(name='paddle',
           '': '${CMAKE_CURRENT_SOURCE_DIR}',
           # The paddle.v2.framework.proto will be generated while compiling.
           # So that package points to other directory.
-          'paddle.v2.framework.proto': '${CMAKE_BINARY_DIR}/paddle/framework'
+          'paddle.v2.framework.proto': '${PROJ_BINARY_ROOT}/paddle/framework'
       },
 )