|
|
--- |
|
|
license: apache-2.0 |
|
|
datasets: |
|
|
- ILSVRC/imagenet-1k |
|
|
pipeline_tag: image-classification |
|
|
--- |
|
|
|
|
|
# Introduction |
|
|
|
|
|
This repository stores the model for Nasnet, 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: mnasnet-1.0.onnx |
|
|
- Quantized ONNX (INT8): mnasnet-1.0-q.onnx |
|
|
|
|
|
# Lecture note reference |
|
|
|
|
|
- MnasNet: Platform-Aware Neural Architecture Search for Mobile, https://arxiv.org/pdf/1807.11626.pdf |
|
|
|
|
|
# Repository or links references |
|
|
|
|
|
- [PyTorch | TorchVision](https://pytorch.org/vision/stable/models/generated/torchvision.models.mnasnet1_0.html#torchvision.models.mnasnet1_0) |
|
|
|
|
|
BibTeX entry and citation info |
|
|
``` |
|
|
@article{DBLP:journals/corr/abs-1807-11626, |
|
|
author = {Mingxing Tan and |
|
|
Bo Chen and |
|
|
Ruoming Pang and |
|
|
Vijay Vasudevan and |
|
|
Quoc V. Le}, |
|
|
title = {MnasNet: Platform-Aware Neural Architecture Search for Mobile}, |
|
|
journal = {CoRR}, |
|
|
volume = {abs/1807.11626}, |
|
|
year = {2018}, |
|
|
url = {http://arxiv.org/abs/1807.11626}, |
|
|
eprinttype = {arXiv}, |
|
|
eprint = {1807.11626}, |
|
|
timestamp = {Mon, 31 May 2021 15:34:33 +0200}, |
|
|
biburl = {https://dblp.org/rec/journals/corr/abs-1807-11626.bib}, |
|
|
bibsource = {dblp computer science bibliography, https://dblp.org} |
|
|
} |
|
|
``` |
|
|
|
|
|
Authors: |
|
|
+ qmuller@kalrayinc.com |
|
|
+ nbouberbachene@kalrayinc.com |