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Support multi weights file in test mode #4916

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Support multi weights file in test mode #4916

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11 changes: 10 additions & 1 deletion tools/caffe.cpp
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Original file line number Diff line number Diff line change
Expand Up @@ -160,6 +160,15 @@ void CopyLayers(caffe::Solver<float>* solver, const std::string& model_list) {
}
}

// Load the weights from the specified caffemodel(s) into a test net.
void CopyTestLayers(Net<float>* test_net, const std::string& model_list) {
std::vector<std::string> model_names;
boost::split(model_names, model_list, boost::is_any_of(",") );
for (int i = 0; i < model_names.size(); ++i) {
test_net->CopyTrainedLayersFrom(model_names[i]);
}
}

// Translate the signal effect the user specified on the command-line to the
// corresponding enumeration.
caffe::SolverAction::Enum GetRequestedAction(
Expand Down Expand Up @@ -281,7 +290,7 @@ int test() {
}
// Instantiate the caffe net.
Net<float> caffe_net(FLAGS_model, caffe::TEST, FLAGS_level, &stages);
caffe_net.CopyTrainedLayersFrom(FLAGS_weights);
CopyTestLayers(&caffe_net, FLAGS_weights);
LOG(INFO) << "Running for " << FLAGS_iterations << " iterations.";

vector<int> test_score_output_id;
Expand Down