Release 3.1.0 corresponding to NGC container 20.06
PyProf - PyTorch Profiler for GPUs
PyProf is a tool that profiles and analyzes the GPU performance of PyTorch models. PyProf aggregates kernel performance from Nsight Systems or NvProf. The tool can identify the layer that launched the kernel, identify the tensor dimensions and precision, perform forward-backward correlation, determine Tensor Core usage, and correlate the line in the user's code that launched a particular kernel.
What's New In 3.1.0
- Improved NVTX functionality and coverage.
- Add support required by NVIDIA Deep Learning Profiler.
Known Issues
- This software only supports PyTorch 1.6.