# MnasNet-PyTorch

**Repository Path**: skyarn/MnasNet-PyTorch

## Basic Information

- **Project Name**: MnasNet-PyTorch
- **Description**: A PyTorch implementation of Mnasnet: MnasNet: Platform-Aware Neural Architecture Search for Mobile.
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2020-03-28
- **Last Updated**: 2020-12-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## 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)