caffe
https://github.com/bvlc/caffe
C++
Caffe: a fast open framework for deep learning.
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- Issues
- Caffe will hang without any error prompt if batch_size is missing in net prototxt file.
- Use proto extensions with hashed field numbers for layer-specific parameters
- skip empty top in backward propagation in filter layer
- pooling for blobs with num_axes()>4
- solver trace feature to trace weights, loss, diffs and much more
- Incremental build not working?
- Export relu output with export_features.cpp
- Decentralize development with layer parameter registration mechanism
- device_query: Interrogate all GPUs when "-gpu" is not passed.
- Python and Matlab Wrapper Test Coverage
- Docs
- C++ not yet supported