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Machine Learning Compilation

MLC, Tianqi Chen · AI · Fall 2029 · Planned

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• YouTube channel: mlc-ai
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Lectures

1. Episode 1: Overview of Machine Learning Compilation (47:01)
2. Episode 2: Tensor Program Abstraction (47:53)
3. Episode 3: TensorIR Case Study (1:06:57)
4. Episode 4: Build End to End Models (54:58)
5. Episode 5: Automated Program Optimization (45:08)
6. Episode 6: Integration with Machine Learning Frameworks (47:00)
7. Ep 8: GPU and Specialized Hardware, Part 2 (37:54)
8. Ep 9: Computational Graph Optimization (44:05)

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