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pruning keras model

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[P] Keras-surgeon: pruning Keras models in python made easy (pip-installable) • r/MachineLearning

@machinelearnbotAug-24-2017, 00:50:13 GMT

Hi! I've just released keras-surgeon, a network pruning library for Keras implemented in python. A few months ago I wanted to experiment with pruning neural network channels and discovered that there wasn't really a straightforward way to do that. Seeing as I wanted to get some more python experience under my belt, I have implemented a solution. The aim is to facilitate repeating academic studies, applying their findings to real problems or doing new research using Keras. Source code documentation (see readme): https://github.com/BenWhetton/keras-surgeon

artificial intelligence, machine learning, pruning keras model, (7 more...)

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