Geoffrey X. Yu
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| title | conference | date |
|---|---|---|
| Habitat: A Runtime-Based Computational Performance Predictor... | USENIX ATC '21 | 2021-07-14 |
Habitat predicts a single training-iteration execution time by profiling operations on an available GPU and scaling per-kernel timings to other GPUs, using… | ||
| Skyline: Interactive In-Editor Computational Performance Profiling for Deep Neural Network Training | UIST 2020 | 2020-10-20 |
Skyline is an interactive in-editor profiler implemented as an Atom plugin for PyTorch that builds empirical models predicting throughput and GPU memory versus… | ||
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