pytorch
https://github.com/pytorch/pytorch
Python
Tensors and Dynamic neural networks in Python with strong GPU acceleration
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- Issues
- Native code assert or hang on process exit with a torch.jit.script model on multi-GPU
- arm64-v8a not compiling due to libpytorch_jni.so
- len of ModuleList is incorrect for jitted models
- [pipeline] gpu util + peak mem reporting to tune partitions and chunks
- Proposing new features: Developing Echo State Network layers
- DataLoader is slow in spawned processes
- Dispatch-less structured wrapper / composite / alias kernels
- NCCL_BLOCKING_WAIT=1 makes training extremely slow (but if not set then OOM on one device will hang training)
- Scalar/Tensor arg type for op schemas
- Add option for Convolutions to operate over NTC and NHWC tensors
- Docs
- Python not yet supported