搭建py-R-FCN遇到的問題記錄。

make pycaffe 報錯

[html] view plain copy

src/caffe/layers/box_annotator_ohem_layer.cu(49): error: a template argument may not reference a local type
          detected during instantiation of "void caffe::BoxAnnotatorOHEMLayer<Dtype>::Forward_gpu(const std::vector<caffe::Blob<Dtype> *, std::allocator<caffe::Blob<Dtype> *>> &, const std::vector<caffe::Blob<Dtype> *, std::allocator<caffe::Blob<Dtype> *>> &) [with Dtype=float]"
(80): here

src/caffe/layers/box_annotator_ohem_layer.cu(49): error: a template argument may not reference a local type
          detected during instantiation of "void caffe::BoxAnnotatorOHEMLayer<Dtype>::Forward_gpu(const std::vector<caffe::Blob<Dtype> *, std::allocator<caffe::Blob<Dtype> *>> &, const std::vector<caffe::Blob<Dtype> *, std::allocator<caffe::Blob<Dtype> *>> &) [with Dtype=double]"
(80): here

2 errors detected in the compilation of "/tmp/tmpxft_0000339c_00000000-19_box_annotator_ohem_layer.compute_61.cpp1.ii".
Makefile:595: recipe for target '.build_release/cuda/src/caffe/layers/box_annotator_ohem_layer.o' failed
make: *** [.build_release/cuda/src/caffe/layers/box_annotator_ohem_layer.o] Error 1

解決方法：

box_annotator_ohem_layer uses C++11 features, you need to make changes to the makefile

修改makefile

319行部分改成：

ifeq ($(DEBUG), 1)
    
    COMMON_FLAGS += -DDEBUG -g -O0 -std=c++11
    NVCCFLAGS += -G
else
    
    COMMON_FLAGS += -DNDEBUG -O2 -std=c++11
endif

訓練的時候遇到的問題：AttributeError: 'module' object has no attribute 'text_format'

之前遇到過，沒記錄，現在記錄下來。解決方法：

在出錯的檔案里加上：import google.protobuf.text_format

我這裡錯誤提示在train.py裡，所以找到train.py加上import google.protobuf.text_format
---------------------  
作者：Bankeey  
來源：CSDN  
原文：https://blog.csdn.net/Bankeey/article/details/77573860  
版權宣告：本文為博主原創文章，轉載請附上博文連結！