djaym7 edited a comment on issue #17939: Ways of Freezing part of parameter and not the whole layer. URL: https://github.com/apache/incubator-mxnet/issues/17939#issuecomment-607365929 ![image](https://user-images.githubusercontent.com/12378820/78163995-f4d8f200-73fd-11ea-9e74-f7049539c591.png) Instead of freezing, i can use a custom layer and slice them back in the weights in forward and backward passes so that they won't be counted in calculating gradients, wouldn't it serve the same purpose ?
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