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thushv89 / AdaCNN

AdaCNN algorithm. Clean implementation
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new pruning selection technique #15

Closed thushv89 closed 7 years ago

thushv89 commented 7 years ago

filters/neurons with mean(abs(weights))<threshold will be removed

thushv89 commented 7 years ago

Accuracy Drops for CIFAR-10 Stationary various pruning techniques getting minimum from tf.reduce_mean(tf.abs(w)) : 44.87 -> 15.55 getting minimum from tf.reduce_mean(w) : 41.52 -> 9.99 removing the newest_weights : 42.22 -> 42.35