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https://github.com/AnjieCheng/MnasNet-PyTorch
A PyTorch implementation of Mnasnet: MnasNet: Platform-Aware Neural Architecture Search for Mobile.
https://github.com/AnjieCheng/MnasNet-PyTorch
architecture-search mnasnet mobilenetv2 pytorch
Last synced: about 1 month ago
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A PyTorch implementation of Mnasnet: MnasNet: Platform-Aware Neural Architecture Search for Mobile.
- Host: GitHub
- URL: https://github.com/AnjieCheng/MnasNet-PyTorch
- Owner: AnjieCheng
- Created: 2018-08-04T08:26:17.000Z (over 6 years ago)
- Default Branch: master
- Last Pushed: 2018-08-15T07:57:08.000Z (over 6 years ago)
- Last Synced: 2024-07-31T22:12:46.063Z (4 months ago)
- Topics: architecture-search, mnasnet, mobilenetv2, pytorch
- Language: Python
- Size: 6.84 KB
- Stars: 271
- Watchers: 12
- Forks: 51
- Open Issues: 4
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Metadata Files:
- Readme: README.md
Awesome Lists containing this project
- awesome-image-classification - unofficial-pytorch : https://github.com/AnjieZheng/MnasNet-PyTorch
- awesome-image-classification - unofficial-pytorch : https://github.com/AnjieZheng/MnasNet-PyTorch
- awesome-AutoML-and-Lightweight-Models - AnjieZheng/MnasNet-PyTorch
README
# Overview
A PyTorch implementation of Mnasnet searched architecture: [MnasNet: Platform-Aware Neural Architecture Search for Mobile](https://arxiv.org/abs/1807.11626). On the ImageNet classification task, the model achieves 74.0% top-1 accuracy with 76ms latency on a Pixel phone, which is 1.5× faster than MobileNetV2# MnasNet Architecture
![Alt text](https://i.imgur.com/ryyU8cP.png)# Disclaimer
Codes modified from [mobilenet-v2](https://github.com/tonylins/pytorch-mobilenet-v2)