Haojie Wang
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| title | conference | date |
|---|---|---|
| MAGPY: Compiling Eager Mode DNN Programs by Monitoring Execution States | USENIX ATC 2024 | 2024-07-10 |
MAGPY monitors the Python interpreter’s execution states to record a reference graph of object references and versions, generates guards and small mo (mock)… | ||
| EINNET: Optimizing Tensor Programs with Derivation-Based Transformations | OSDI 2023 | 2023-07-10 |
EinNet claims a larger optimizer search space by turning tensor programs into tensor expressions and applying derivation-based tensor expression… | ||
| PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated | 15th USENIX Symposium on Operating Systems Design and Implementation (OSDI '21) | 2021-07-14 |
PET applies partially equivalent transformations plus automated corrections to expand the tensor-program search space and finds faster kernels by combining… | ||
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