fix compilor bug

Author: liuyu

Makefile

@@ -178,7 +178,7 @@ ifneq ($(CPU_ONLY), 1)
 	LIBRARIES := cudart cublas curand
 endif
 
-LIBRARIES += glog gflags protobuf boost_system boost_filesystem m hdf5_hl hdf5
+LIBRARIES += glog gflags protobuf boost_system  m hdf5_hl hdf5
 
 # handle IO dependencies
 USE_LEVELDB ?= 1
@@ -405,10 +405,10 @@ COMMON_FLAGS += $(foreach includedir,$(INCLUDE_DIRS),-I$(includedir))
 CXXFLAGS += -pthread -fPIC $(COMMON_FLAGS) $(WARNINGS)
 NVCCFLAGS += -ccbin=$(CXX) -Xcompiler -fPIC $(COMMON_FLAGS)
 # mex may invoke an older gcc that is too liberal with -Wuninitalized
-MATLAB_CXXFLAGS := $(CXXFLAGS) -Wno-uninitialized
+MATLAB_CXXFLAGS := $(CXXFLAGS) -fopenmp  -Wno-uninitialized
 # required for compiling with support for mxGPUArray
 MATLAB_INCLUDE := -I$(MATLAB_DIR)/toolbox/distcomp/gpu/extern/include
-MATLAB_LIBS := -lmwgpu
+MATLAB_LIBS := -lgomp -lmwgpu
 LINKFLAGS += -pthread -fPIC $(COMMON_FLAGS) $(WARNINGS)
 
 USE_PKG_CONFIG ?= 0

matlab/debug.m

@@ -0,0 +1,4 @@
+caffe.init_log('log/log')
+t = caffe.get_solver('solver_80k110k_lr1_3.prototxt', 0:3);
+t.step(1);
+fprintf('done\n');

matlab/solver_80k110k_lr1_3.prototxt

@@ -0,0 +1,13 @@
+net: "train_val.prototxt"
+base_lr: 0.001
+lr_policy: "step"
+gamma: 0.1
+stepsize: 80000
+display: 20
+max_iter: 110000
+momentum: 0.9
+weight_decay: 0.0005
+# We disable standard caffe solver snapshotting and implement our own snapshot
+snapshot: 0
+#debug_info: true
+