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Gradient accumulation for Keras

Home Page: https://pypi.org/project/keras-gradient-accumulation/

License: MIT License

Python 98.55% Shell 1.45%

keras-gradient-accumulation's Introduction

Keras Gradient Accumulation

Travis Coverage Version Downloads License

[δΈ­ζ–‡|English]

Install

pip install keras-gradient-accumulation

Usage

Wrapper

from keras_gradient_accumulation import GradientAccumulation

optimizer = GradientAccumulation('adam', accumulation_steps=8)

Adam

from keras_gradient_accumulation import AdamAccumulated

optimizer = AdamAccumulated(accumulation_steps=8)

Known Issues

  • Not available for batch normalization
  • Not compatible with OptimizerV2

keras-gradient-accumulation's People

Contributors

cyberzhg avatar

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