PyProf 20.09 Release Notes
PyProf release for 20.09, is available in the NVIDIA PyTorch NGC containers and directly from the PyProf GitHub page.
The key features of PyProf v3.4.0 / r20.09 are:
- Latest PyProf version on GitHub supports PyTorch 1.5.0 (PyTorch 1.6.0 with DLProf) and Nsight Systems 2020.3.2.
- Latest PyProf version compatible with DLProf v0.15.0 / r20.09.
- README and User Guide documentation has been updated with more installation options and pointers.
- This software only supports PyTorch 1.5 (PyTorch 1.6.0 when used as part of DLProf).
- Forward-Backward kernel correlation heuristics do not work correctly with PyTorch 1.6.
Recommended work arounds include:
- Use with PyTorch 1.5.
- Use the 20.09-py3 PyTorch NGC container:
docker pull nvcr.io/nvidia/pytorch:20.09-py3
- Use DLProf in the 20.09 NGC PyTorch container.