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💡 [REQUEST] - Write a LibTorch CUDA Graph tutorial #2373

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Aidyn-A opened this issue May 31, 2023 · 3 comments · Fixed by #2441
Closed

💡 [REQUEST] - Write a LibTorch CUDA Graph tutorial #2373

Aidyn-A opened this issue May 31, 2023 · 3 comments · Fixed by #2441
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advanced docathon-h1-2023 A label for the docathon in H1 2023 nvidia

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Aidyn-A commented May 31, 2023

🚀 Descirbe the improvement or the new tutorial

Write a simple tutorial for CUDA Graphs in LibTorch (C++).

Existing tutorials on this topic

It can be based on existing MNIST tutorial and distributed MNIST.

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Aidyn-A commented May 31, 2023

/assigntome

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This issue does not have the correct label. Please pick an opened and unnasigned issue with the docathon-h1-2023 label.

@svekars svekars added docathon-h1-2023 A label for the docathon in H1 2023 advanced nvidia labels Jun 1, 2023
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Aidyn-A commented Jun 1, 2023

/assigntome

@Aidyn-A Aidyn-A mentioned this issue Jun 7, 2023
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malfet pushed a commit that referenced this issue Jun 13, 2023
@Aidyn-A
Libtorch cuda graphs (#2441)
6dc7f82 
Fixes #2373

## Description
This PR adds a tutorial that demonstrates how to CUDAGraphs can be used from C++ application.
Sample code demonstrates training perf improvements from 44 to 7 seconds.
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Libtorch cuda graphs Aidyn-A/pytorch-tutorials
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