CIMAX-Compiler: An End-to-End ANN Compiler for Heterogeneous Computing-in-Memory Platform

Author:

Yang Chen1,Wang Yawei1,Wu Lei2,Qiu Xiang3

Affiliation:

1. Xi'an Jiaotong University,School of Microelectronics,Xi’an,China

2. Flash Billion Semiconductor Corp.,Shanghai,China

3. East China Normal University,School of Integrated Circuits,Shanghai,China

Funder

National Natural Science Foundation of China

Aeronautical Science Foundation of China

Research and Development

Publisher

IEEE

Reference25 articles.

1. ONNX: the Open Neural Network Exchange Format;gaskill;Linux Journal,2018

2. Mxnet: A flexible and efficient machine learning library for heterogeneous distributed systems;chen,2015

3. XLA: TensorFlow, compiled;leary;TensorFlow Dev Summit,2017

4. TVM: An automated End-to-End optimizing compiler for deep learning;chen;13th USENIX Symposium on Operating Systems Design and Implementation (OSDI 18),2018

5. Tensorflow: A system for large-scale machine learning;abadi;12th USENIX Symposium on Operating Systems Design and Implementation (OSDI 16),2016

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1. A Performance-driven Neural Network Compiler for Multi-core Computing-In-Memory Accelerator;2023 IEEE 15th International Conference on ASIC (ASICON);2023-10-24

2. An Automated Deployment with Reconfigurable Digital Controller for SRAM-based Computation-in-Memory;2023 8th International Conference on Integrated Circuits and Microsystems (ICICM);2023-10-20

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