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Merge pull request #21 from desertfire/master
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Update ASPLOS tutorial agenda and add notebook links
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lessw2020 authored Apr 25, 2024
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24 changes: 12 additions & 12 deletions ASPLOS_2024/README.md
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Expand Up @@ -30,18 +30,18 @@ This tutorial equips researchers with a thorough understanding of PyTorch 2's in

April 27th, 2024 (Saturday)

| Time | Sessions | Speakers |
| ------------- | ------------- | ------------- |
| 8:00am - 8:15am | The Road to PyTorch 2 | Peng Wu |
| 8:15am - 10:00am | PT2 Graph Capturing: TorchDynamo | Animesh Jain, Mario Lezcano, Michael Lazos |
| 10:00am - 10:30am | Morning Break | |
| 10:30am - Noon| PT2 Compiler: TorchInductor | Horace He, Peter Bell |
| Noon - 1:30pm | Lunch | |
| 1:30pm - 2:15pm | PT2 Export Path and Ahead-Of-Time Compilation | Avik Chaudhuri, Bin Bao |
| 2:15pm - 3:00pm | Tensor Subclass Integration in PT2 | Brian Hirsh, Elias Ellison |
| 3:00pm - 3:30pm | Afternoon break | |
| 3:30pm - 4:15 pm | Performance Benchmarking and Tuning | Yang Chen, Boyuan Feng |
| 4:15pm - 5pm | Crazy Research Ideas | Jason Ansel, Horace He |
| Time | Sessions | Speakers | Slides and Notebooks |
| ------------- | ------------- | ------------- | ------------- |
| 8:00am - 8:15am | The Road to PyTorch 2 | Peng Wu | |
| 8:15am - 10:00am | PT2 Graph Capturing: TorchDynamo and AOTAutograd | Animesh Jain, Mario Lezcano, Brian Hirsh, Michael Lazos | [notebook](https://colab.research.google.com/drive/1W4lLRDzwpNxqpaP-TNE4ysYOAtYBobjz?usp=sharing) |
| 10:00am - 10:30am | Morning Break | | |
| 10:30am - Noon| PT2 Compiler: TorchInductor | Horace He, Peter Bell | |
| Noon - 1:30pm | Lunch | | |
| 1:30pm - 2:15pm | PT2 Export Path and Ahead-Of-Time Compilation | Avik Chaudhuri, Bin Bao | |
| 2:15pm - 3:00pm | Tensor Subclass Integration in PT2 | Brian Hirsh, Elias Ellison | |
| 3:00pm - 3:30pm | Afternoon break | | |
| 3:30pm - 4:15 pm | Performance Benchmarking and Tuning | Yang Chen, Boyuan Feng | [notebook](https://colab.research.google.com/drive/1XQwio7DsqB5LP2D574f_uIb8G7KhirNa?usp=sharing) |
| 4:15pm - 5pm | Crazy Research Ideas | Jason Ansel, Horace He | |

## PyTorch 2 Paper

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