https://github.com/yukkyo/compare-pytorch-catalyst-ignite-lightning

Comparing PyTorch Catalyst, Ignite, Lightning by sample code
https://github.com/yukkyo/compare-pytorch-catalyst-ignite-lightning

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Comparing PyTorch Catalyst, Ignite, Lightning by sample code

• Host: GitHub
• URL: https://github.com/yukkyo/compare-pytorch-catalyst-ignite-lightning
• Owner: yukkyo
• Created: 2019-12-14T09:21:43.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2022-12-08T03:18:25.000Z (over 2 years ago)
• Last Synced: 2023-02-26T06:56:37.949Z (about 2 years ago)
• Language: Python
• Size: 24.4 KB
• Stars: 20
• Watchers: 1
• Forks: 3
• Open Issues: 11
• Metadata Files:
  • Readme: README.md

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README

        
## Comparing PyTorch Catalyst, Ignite, Lightning

### Environment

- Python 3.7

```text

torch==1.3.1

torchvision==0.4.2

catalyst==19.12

pytorch-ignite==0.2.1

pytorch-lightning==0.5.3.2

```

### How to use

```bash

$ pip install -r requirements.txt

# Default

$ python train_default.py

# Catalyst

$ python train_catalyst.py

# Ignite

$ python train_ignite.py

# Lightning

$ python train_lightning.py

```