https://github.com/yousiki/wecloud-example

https://github.com/yousiki/wecloud-example

Last synced: 6 days ago
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• Host: GitHub
• URL: https://github.com/yousiki/wecloud-example
• Owner: YOUSIKI
• Created: 2023-11-20T07:47:09.000Z (12 months ago)
• Default Branch: master
• Last Pushed: 2023-11-20T11:05:24.000Z (12 months ago)
• Last Synced: 2024-10-12T00:25:46.772Z (about 1 month ago)
• Language: Python
• Size: 158 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# DML-Homework 1

## Introduction

Train efficientnet on CIFAR10 at wecloud with minimal code.

## Usage

Build docker image and upload to dockerhub. Otherwise, replace `image` in `efficientnet-cifar10/.spilot.yaml` to `pytorch/pytorch:latest`.

```bash

docker buildx build -t yousiki/wecloud:latest efficientnet-cifar10

docker push yousiki/wecloud:latest

```

Upload code to wecloud platform.

```bash

docker run --rm -it -v $(pwd):/workspace yousiki/wecloud python -m wecloud-cli.main deploy --path efficientnet-cifar10

```

Submit training jobs with WebUI.

## Experiments

Normal training job succeesfully finished.

![normal](images/NormalJob.png)

ElasticFlow training job succeesfully finished.

![elasticflow](images/ElasticFlowJob.png)