pytorch
https://github.com/pytorch/pytorch
Python
Tensors and Dynamic neural networks in Python with strong GPU acceleration
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- Issues
- Include Declarations.yaml in Libtorch distributions
- Integrate Libtorch into Unreal Engine 4: _ivalue_INTERNAL ASSERT FAILED
- [feature request] quantized and low-level int8 operators (matmul, gemm etc) on CUDA + integrate LLM.int8 + integrate ZeroQuant?
- SequentialLR cannot be used with ReduceLROnPlateau due to .step() not allowing for optional arguments
- Generalized matmul
- `torch.flip`, `torch.roll`, `torch.tile` has arguments `dims=` for both dim/multidim while other functions have argument `dim=` for the same usage
- `(svd|pca)_lowrank`: backward is unstable when for a matrix `A`, the parameter `q` is set to a value `q > rank(A)`.
- Torch Profiler does not count FLOPs for backward pass
- JIT: Support for `torch.autograd.functional.jacobian` in TorchScript
- Dropout2d doesn't drop channels for (C, H, W)
- Docs
- Python not yet supported