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        "description": "# Keras Gradient Accumulation\n\n[![Travis](https://travis-ci.org/CyberZHG/keras-gradient-accumulation.svg)](https://travis-ci.org/CyberZHG/keras-gradient-accumulation)\n[![Coverage](https://coveralls.io/repos/github/CyberZHG/keras-gradient-accumulation/badge.svg?branch=master)](https://coveralls.io/github/CyberZHG/keras-gradient-accumulation)\n[![Version](https://img.shields.io/pypi/v/keras-gradient-accumulation.svg)](https://pypi.org/project/keras-gradient-accumulation/)\n![Downloads](https://img.shields.io/pypi/dm/keras-gradient-accumulation.svg)\n![License](https://img.shields.io/pypi/l/keras-gradient-accumulation.svg)\n\n![](https://img.shields.io/badge/keras-tensorflow-blue.svg)\n![](https://img.shields.io/badge/keras-tf.keras-blue.svg)\n\n\\[[\u4e2d\u6587](https://github.com/CyberZHG/keras-gradient-accumulation/blob/master/README.zh-CN.md)|[English](https://github.com/CyberZHG/keras-gradient-accumulation/blob/master/README.md)\\]\n\n## Install\n\n```bash\npip install keras-gradient-accumulation\n```\n\n## Usage\n\n### Wrapper\n\n```python\nfrom keras_gradient_accumulation import GradientAccumulation\n\noptimizer = GradientAccumulation('adam', accumulation_steps=8)\n```\n\n### Adam\n\n```python\nfrom keras_gradient_accumulation import AdamAccumulated\n\noptimizer = AdamAccumulated(accumulation_steps=8)\n```\n\n## Known Issues\n\n* Not available for batch normalization\n* Not compatible with `OptimizerV2`",
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