---
license: apache-2.0
datasets:
- ILSVRC/imagenet-1k
pipeline_tag: image-classification
---

# Introduction

This repository stores the model for Mobilenet-v3-large, compatible with Kalray's neural network API. </br>
Please see www.github.com/kalray/kann-models-zoo for details and proper usage. </br>

# Contents

- ONNX: mobilenetv3-large.onnx
- Quantized ONNX (INT8): mobilenetv3-large-q.onnx

# Lecture note reference

- Searching for MobileNetV3, https://arxiv.org/pdf/1905.02244

# Repository or links references

- [PyTorch | TorchVision](https://pytorch.org/vision/stable/models/generated/torchvision.models.mobilenet_v3_large.html#torchvision.models.mobilenet_v3_large)

BibTeX entry and citation info
```
@article{DBLP:journals/corr/abs-1905-02244,
  author       = {Andrew Howard and
                  Mark Sandler and
                  Grace Chu and
                  Liang{-}Chieh Chen and
                  Bo Chen and
                  Mingxing Tan and
                  Weijun Wang and
                  Yukun Zhu and
                  Ruoming Pang and
                  Vijay Vasudevan and
                  Quoc V. Le and
                  Hartwig Adam},
  title        = {Searching for MobileNetV3},
  journal      = {CoRR},
  volume       = {abs/1905.02244},
  year         = {2019},
  url          = {http://arxiv.org/abs/1905.02244},
  eprinttype   = {arXiv},
  eprint       = {1905.02244},
  timestamp    = {Thu, 27 May 2021 16:20:51 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1905-02244.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
```

Authors:
+ qmuller@kalrayinc.com
+ nbouberbachene@kalrayinc.com