Kalray/resnet18

Introduction

This repository stores the model for Resnet18, compatible with Kalray's neural network API. Please see www.github.com/kalray/kann-models-zoo for details and proper usage. Please see https://huggingface.co/docs/transformers/main/en/model_doc/resnet for Resnet model description.

Contents

• ONNX: resnet18.onnx
• Quantized ONNX (INT8): resnet18-q.onnx

Lecture note reference

• Deep Residual Learning for Image Recognition, https://arxiv.org/pdf/1512.03385.pdf

Repository or links references

• ONNX
• PyTorch | TorchVision

BibTeX entry and citation info

@article{DBLP:journals/corr/HeZRS15,
  author       = {Kaiming He and
                  Xiangyu Zhang and
                  Shaoqing Ren and
                  Jian Sun},
  title        = {Deep Residual Learning for Image Recognition},
  journal      = {CoRR},
  volume       = {abs/1512.03385},
  year         = {2015},
  url          = {http://arxiv.org/abs/1512.03385},
  eprinttype   = {arXiv},
  eprint       = {1512.03385},
  timestamp    = {Wed, 25 Jan 2023 11:01:16 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/HeZRS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

Authors:

• qmuller@kalrayinc.com
• nbouberbachene@kalrayinc.com