tensorflow
https://github.com/tensorflow/tensorflow
C++
An Open Source Machine Learning Framework for Everyone
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- Issues
- Interrelations of collections and scope counts are not clear from documentation
- Potential bugs found with static analysis
- Name Scope Automatic Handling According to the Model Architectures blocks
- Low GPU usage of RNN layers under MirroredStrategy
- Bigger Than Memory ops should automatically fallback to RAM and/or Disc in tf-gpu
- Many context switches / Many threads even if threading is limited
- [XLA]make xlaop optimization algorithm configurable
- Allow growth seems to take more VRAM than needed
- Please provide the list of supported hardware architectures (and/or build options) for the pre-built library
- Memory leak using C_API
- Docs
- C++ not yet supported