pytorch
https://github.com/pytorch/pytorch
Python
Tensors and Dynamic neural networks in Python with strong GPU acceleration
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- Issues
- Memory allocation errors when attempting to initialize a large number of small feed-forward networks in RAM with shared memory despite having enough memory
- test_to (__main__.TestTorch) fails with multiple gpus
- Performance with MPS on AMD GPUs are worse than CPU
- USE_NATIVE_ARCH flag causes nvcc build failure due to "'arch=native': expected a number"
- `max_unpool2d` is not deterministic
- DISABLED test_complex_half_reference_testing_as_strided_scatter_cuda_complex32 (__main__.TestCommonCUDA)
- Any plan to add Noam scheduling?
- [ONNX] Support tensors as scale and zero_point arguments
- Doesn't work when register hook to torch.nn.MultiheadAttention.out_proj
- [Optimizer Overlap] Proper checkpointing support
- Docs
- Python not yet supported