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Program Optimizer
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Classroom Contents
PET - Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections
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- 1 Intro
- 2 Tensor Program Transformations
- 3 Current Systems Consider only Fully Equivalent Transformations
- 4 Motivating Example
- 5 PET Overview
- 6 Key Challenges
- 7 Mutant Generator
- 8 Challenges: Examine Transformations
- 9 A Strawman Approach
- 10 Multi-Linear Tensor Program (MLTP)
- 11 Mutant Corrector
- 12 Program Optimizer
- 13 More Evaluation in Paper
