void Blob<Dtype>::FromProto(const BlobProto& proto) {
LOG(INFO)<<"FromProto size = "<<proto.num() <<" "<<proto.channels() << " "<<proto.height()<<" "<< proto.width()<<" "<< proto.depth();
if(proto.depth() ==0)
{
LOG(INFO)<< "proto depth is 0, converting to 1 for 2D models to 3D models...";
Reshape(proto.num(), proto.channels(), proto.height(), proto.width(), 1);
}else{
Reshape(proto.num(), proto.channels(), proto.height(), proto.width(), proto.depth());
}
// copy data
Dtype* data_vec = mutable_cpu_data();
/* for testing only
Dtype data_vec_sum=0;
for (int i = 0; i < count_; ++i) {
data_vec_sum=data_vec_sum+data_vec[i];
}
LOG(INFO)<<"bolb sum value = "<<data_vec_sum;
*/
for (size_t i = 0; i < count_; ++i) {
data_vec[i] = proto.data(i);
//LOG(INFO)<<"proto.data(i) ="<<proto.data(i);
}
//LOG(INFO)<<"proto.data[11870779] ="<<proto.data(11870779);
//sleep(20);
// LOG(INFO)<<"proto.diff_size= "<<proto.diff_size();
if (proto.diff_size() > 0) {
Dtype* diff_vec = mutable_cpu_diff();
for (size_t i = 0; i < count_; ++i) {
diff_vec[i] = proto.diff(i);
}
}
//if (Caffe::mode()==Caffe::GPU) {
// gpu_data();
// }
}
void Blob<Dtype>::FromProtoWithExtraCopy(const BlobProto& proto){
// reshape other dimention but remain the same number of channels;
Reshape(proto.num(), this->channels(), proto.height(), proto.width(), proto.depth());
// copy data
Dtype* data_vec = mutable_cpu_data();
int sourceDataSize =proto.data_size();
for (int i = 0; i < count_; ++i) {
data_vec[i] = proto.data(i%sourceDataSize);
}
if (proto.diff_size() > 0) {
Dtype* diff_vec = mutable_cpu_diff();
for (int i = 0; i < count_; ++i) {
diff_vec[i] = proto.diff(i%sourceDataSize);
}
}
}
void Blob<Dtype>::FromProtoFC2Conv(const BlobProto& proto){
// Note that we do not change the shape of taget layer blob (convolution)
// reshape other dimention but remain the same number of channels;
//Reshape(proto.num(), this->channels(), proto.height(), proto.width(), proto.depth());
// copy data
Dtype* data_vec = mutable_cpu_data();
size_t proto_count =proto.num()*proto.channels()*proto.height()*proto.width()*proto.depth();
CHECK_EQ(proto_count,count_);
for (size_t i = 0; i < count_; ++i) {
data_vec[i] = proto.data(i);
}
// LOG(INFO)<<"proto.diff_size= "<<proto.diff_size();
if (proto.diff_size() > 0) {
Dtype* diff_vec = mutable_cpu_diff();
for (size_t i = 0; i < count_; ++i) {
diff_vec[i] = proto.diff(i);
}
}
}