caffe 测试错误在测试 MNIST 时没有名为 "net" 的字段

Question

我在测试 MNIST 时遇到了与 Caffe error: no field named "net" 相同的问题。

运行

keides2@ubuntu:~/caffe$ build/tools/caffe test -model examples/mnist/lenet_solver.prototxt 
                       -weights examples/mnist/lenet_iter_10000.caffemodel -iterations 100

我得到以下输出：

 I0820 11:31:33.820005 113569 caffe.cpp:279] Use CPU. [libprotobuf ERROR google/protobuf/text_format.cc:245] Error parsing text-format caffe.NetParameter: 2:4: Message type "caffe.NetParameter" has no field named "net".
F0820 11:31:33.844912 113569 upgrade_proto.cpp:79] Check failed: ReadProtoFromTextFile(param_file, param) Failed to parse NetParameter file: examples/mnist/lenet_solver.prototxt
Check failure stack trace:
@     0x7f3f9744edaa  (unknown) 
@     0x7f3f9744ece4  (unknown) 
@     0x7f3f9744e6e6  (unknown) 
@     0x7f3f97451687  (unknown) 
@     0x7f3f977fc0c7  caffe::ReadNetParamsFromTextFileOrDie() 
@     0x7f3f97834b0f  caffe::Net<>::Net() 
@           0x407843  test() 
@           0x405f7b  main 
@     0x7f3f9645af45  (unknown) 
@           0x406677  (unknown) 
@              (nil)  (unknown)

'lenet_solver.prototxt'和'lenet_train_test.prototxt'为原创（未修改）。

然后，

keides2@ubuntu:~/caffe$ printenv PYTHONPATH
/home/keides2/caffe/python

你能帮帮我吗？

Answer 1

当运行 caffe test 您不需要解算器文件（lenet_solver.prototxt 在您的情况下），而是直接使用 net prototxt。
尝试：

 build/tools/caffe test -model examples/mnist/lenet_train_test.prototxt 
                   -weights examples/mnist/lenet_iter_10000.caffemodel -iterations 100

caffe 测试错误在测试 MNIST 时没有名为 "net" 的字段

caffe test error no field named "net" on testing MNIST

machine-learning

neural-network

mnist

deep-learning

caffe