Event Details

R-TVM, a polyhedral mapper for TVM

Date: 12/16/2021 3:04 pm
Lightning Talks

Organization: Reservoir Labs
Speakers: Benoit Meister
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A long-standing competition has raged between Halide-based representations such as Relay, and the polyhedral model as the best approach to optimize machine learning models onto accelerators. We present a hybrid product called R-TVM, which combines TVM with the R-Stream polyhedral mapper to offer the familiarity of the TVM API while leveraging the model-based optimization tools of the polyhedral model.

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