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The biggest frameworks are still from other players though. Pytorch, tensorflow and jax aren't funded by Nvidia.
by KeplerBoy 2y ago
The biggest frameworks are still from other players though. Pytorch, tensorflow and jax aren't funded by Nvidia.
- stanleykm 2y agoBut they are built on top of nvidia tooling and you can use nvidia tools to do more extensive profiling than other players offer.
- KeplerBoy 2y agoTrue, gotta love Nsight Systems and Compute. That's the first hurdle of working with AMD GPUs, I have no idea what the GPU is actually doing because there is no quality profiler.
- Conscat 2y agoIs Omniperf/Omnitrace not very good? I haven't used it, but I have been using Nsight Systems recently and it looks comparable to me at a glance.
- mcbuilder 2y agoNo way would any of those have any have bindings to backend libraries like cuDNN.
- fortran77 2y agoYeah but the frameworks use CUDA in their NVIDIA implementation , don’t they?
- eightysixfour 2y agoThat’s ignoring a huge swath of software nvidia uses to push industry forwards (in the direction they want it to go). Omniverse, Isaac, Metropolis, Rapids, etc.