https://github.com/fastai/imagenet-fast

https://github.com/fastai/imagenet-fast

Last synced: 3 months ago
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• Host: GitHub
• URL: https://github.com/fastai/imagenet-fast
• Owner: fastai
• License: apache-2.0
• Created: 2018-03-29T20:22:40.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2021-03-05T21:20:02.000Z (over 3 years ago)
• Last Synced: 2024-05-17T23:34:39.304Z (6 months ago)
• Language: Python
• Size: 887 KB
• Stars: 302
• Watchers: 12
• Forks: 74
• Open Issues: 3
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

        
# End to end ImageNet training

1. Spin up an AWS instance

2. Train ImageNet

3. Save weights and loss

### AWS

Check README in AWS directory for instructions on...

1. Creating Spot instances

2. Downloading and formatting ImageNet

3. Running CIFAR10 on an instance

### FP16

1. For testing fast.ai model compatability with single precision floating point

### ImageNet

Stay tuned!

### cifar10

* [CIFAR logic](cifar10/)

* [Dawn submission](cifar10/dawn_submission/)

* [Dawn competition](https://dawn.cs.stanford.edu/benchmark/#cifar10)