Kalray/mobilenet-v2

Introduction

This repository stores the model for Mobilenet-v2, 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/mobilenet_v2 for Mobilenet-v2 model description.

Contents

• ONNX: mobilenetv2.onnx
• Quantized ONNX (INT8): mobilenetv2-q.onnx

Lecture note reference

• MobileNetV2: Inverted Residuals and Linear Bottlenecks, https://arxiv.org/pdf/1801.04381

Repository or links references

• PyTorch | TorchVision

BibTeX entry and citation info

@article{DBLP:journals/corr/abs-1801-04381,
  author       = {Mark Sandler and
                  Andrew G. Howard and
                  Menglong Zhu and
                  Andrey Zhmoginov and
                  Liang{-}Chieh Chen},
  title        = {Inverted Residuals and Linear Bottlenecks: Mobile Networks for Classification,
                  Detection and Segmentation},
  journal      = {CoRR},
  volume       = {abs/1801.04381},
  year         = {2018},
  url          = {http://arxiv.org/abs/1801.04381},
  eprinttype    = {arXiv},
  eprint       = {1801.04381},
  timestamp    = {Tue, 12 Jan 2021 15:30:06 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1801-04381.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

Authors:

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