https://github.com/instadeepai/scaling-resnets
⚡️ A framework that investigates the scaling limit of ResNets and compares it to Neural ODEs. Tested on synthetic and standardized datasets. 📈
https://github.com/instadeepai/scaling-resnets
convolutional-networks deep-learning icml machine-learning neural-networks ordinary-differential-equations resnet scaling-algorithms stochastic-differential-equations
Last synced: 8 months ago
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⚡️ A framework that investigates the scaling limit of ResNets and compares it to Neural ODEs. Tested on synthetic and standardized datasets. 📈
- Host: GitHub
- URL: https://github.com/instadeepai/scaling-resnets
- Owner: instadeepai
- License: mit
- Created: 2021-05-27T13:08:36.000Z (over 4 years ago)
- Default Branch: main
- Last Pushed: 2021-05-27T15:34:05.000Z (over 4 years ago)
- Last Synced: 2023-03-03T20:00:46.986Z (over 2 years ago)
- Topics: convolutional-networks, deep-learning, icml, machine-learning, neural-networks, ordinary-differential-equations, resnet, scaling-algorithms, stochastic-differential-equations
- Language: Python
- Homepage: https://arxiv.org/abs/2105.12245
- Size: 66.4 KB
- Stars: 5
- Watchers: 3
- Forks: 0
- Open Issues: 0