pytorch
https://github.com/pytorch/pytorch
Python
Tensors and Dynamic neural networks in Python with strong GPU acceleration
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- Issues
- cannot run mobilenet_v2_quantized on pytorch/caffe2
- Generalized Data Class
- Use a dill-based multiprocessing library and serialization
- cudnn explicit paths and GCC multilib suffixes prevents detection of good cudnn headers
- Python dataloader Improvements
- Support for integer interpolation (torch.nn.functional.interpolate)
- Backward pass over torch.nn.functional.pad is extremely slow with half tensors
- warning: attribute namespace "clang" is unrecognized; High Sierra / Fedora compilation with clang results in spurious clang errors in nvcc
- Memory inefficient in batched matmul when requiring gradients
- torch.utils.checkpoint is not compatible with nn.DataParallel
- Docs
- Python not yet supported