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Gradient accumulation for Keras

Project description

Keras Gradient Accumulation

Travis Coverage Version Downloads License

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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

Project details


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Files for keras-gradient-accumulation, version 0.0.6
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