Olivia Hsu
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who talks about the same things
- Kunle Olukotun5 talks
- Fredrik Kjolstad14 talks
- Stephen Chou5 talks
- Peiming Liu2 talks
- Manya Bansal4 talks
- Saman Amarasinghe13 talks
| title | conference | date |
|---|---|---|
| Panel: Databases and Hardware | Sparse 2024 | 2024-06-25 |
Panel reports a measured ~1% utilization on sparse arrays when running real sparse kernels, describes an Onyx tape-out and a working Sam prototype, and shows… | ||
| Mapping Sparse Applications to Accelerated Computing Systems | Sparse 2024 | 2024-06-25 |
Describes a compiler stack that matches sparse tensor algebra to accelerators: Mosaic external function interface finds and offloads matching subexpressions… | ||
| Challenges with Hardware-Software Co-design for Sparse Machine Learning on (...) Dataflow | PLARCH 2023 | 2023-06-17 |
Extends the Sparse Abstract Machine (SAM) and a dataflow accelerator model to handle real ML models, adds new hardware primitives (filter block, unary-value… | ||
| Mosaic: An Interoperable Compiler for Tensor Algebra | PLDI 2023 | 2023-06-17 |
Mosaic is a Taco-based compiler that binds tensor expressions to external library or compiler functions via a scheduling API, substitutes bound subexpressions… | ||
| Compilation of Sparse Array Programming Models | OOPSLA 2021 | 2021-10-17 |
A compiler built on TACO generates C-like code from array index notation and a format language that supports arbitrary fill values, lifts operators into an… | ||
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