Kalray/resnet50v1.5

Introduction

This repository stores the model for Resnet50v1.5, 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: resnet50v1.5.onnx
• Quantized ONNX (INT8): resnet50v1.5-q.onnx
• TFLite: resnet50v1.5.tflite

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

@inproceedings{he2016deep,
  title={Deep residual learning for image recognition},
  author={He, Kaiming and Zhang, Xiangyu and Ren, Shaoqing and Sun, Jian},
  booktitle={Proceedings of the IEEE conference on computer vision and pattern recognition},
  pages={770--778},
  year={2016}
}

Author: qmuller@kalrayinc.com