Gemmini's Programming Model
Hasan Genc
2022 talk
in
Tutorial: Gemmini: Enabling Systematic Deep-Learning Architecture Evaluation via Full-Stack Integration
in
Tutorial: Gemmini: Enabling Systematic Deep-Learning Architecture Evaluation via Full-Stack Integration
Abstract
a. Programming Stack
- “High-Level”: Compiling ONNX Models
- “Mid-Level”: Handtuned Kernel Library
- “Low-Level”: Direct Machine Configuration and C/Assembly
b. Interactive Activity: Visualize and Run an ONNX Model
c. Interactive Activity: ResNet50 First-Layer Optimizations With Low-Level ISA
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