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Publications

ONNC Compiler Porting and Optimization for NVDLA-Based Neural NEtwork Inference Engines

Wen-Fen Lin, Po-Yen Chen (Skymizer), Hung Ying Tai (Second State), Yu-Jie Wang (Skymizer), Cheng-Chi Wang (Skymizer), Hsiang-Yun Cheng (Sinica Taiwan), Ing-June Lu (Skymizer), Cheng-Yi Chou (Skymizer), Yang-Ge Ma (Skymizer)

International Symposium on Computer Architecture (ISCA 2020) Tutorial Website

ONNC Compiler Porting and Optimization for NVDLA-Based Neural NEtwork Inference Engines

Wei-Fen Lin, Cheng-Tao Hsieh, Po-Yen Chen, Cheng-Yi Chou

52nd IEEE/ACM International Symposium on Microarchitecture (MICRO 2019) Tutorial Website

ONNC-based Software Development Platform for Configurable NVDLA Designs

Wei-Fen Lin, Cheng-Tao Hsieh, Cheng-Yi Chou

2019 International Symposium on VLSI Design, Automation and Test (2019 VLSI-DAT)

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ONNC: A Compilation Framework Connecting ONNX to Proprietary Deep Learning Accelerators

Wei-Fen Lin, Der-Yu Tsai, Luba Tang, Cheng-Tao Hsieh, Cheng-Yi Chou, Ping-Hao Chang, Luis Hsu

IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS 2019)

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Connecting ONNX to Proprietary DLAs: An introduction to Open Neural Network Compiler Tutorial

Luba Tang

IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS 2019)

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