pytorch
https://github.com/pytorch/pytorch
Python
Tensors and Dynamic neural networks in Python with strong GPU acceleration
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- Issues
- Double backward 3 times slower for conv2d with padding = 1
- torch.gels runs 100 time slower on gpu than on cpu
- New Weight Scheduler Concept for Weight Decay
- Autograd profiler memory leak when use_cuda=True
- The training always freezes after some epochs.
- PyTorch Tensor subclasses and protocols for NumPy interoperability
- weight_norm doesn't support eta and returns nan for zero weights
- Pytorch compilation error on Mac OS
- [dataloader] Mysterious error when using spawn start_method
- CPU random number generator is slow
- Docs
- Python not yet supported