shuuki4 / batch-normalization Goto Github PK
View Code? Open in Web Editor NEWImplementation of Batch Normalization Layer by Theano. Test Code with MNIST data.
Implementation of Batch Normalization Layer by Theano. Test Code with MNIST data.
Hi,
I doubt about if your code really work on dealing with training and testing differently.
Once the theano function are built, the set_runmode() method , 0 for training , 1 for testing, will not
affect the calculating when running. The self.run_mode will always be 0.
I fix all the random seed firstly. Then, I removed the all the script to set_runmode. It get totally same result as not.
I think your code to decay learning rate and dealing with dropout suffer from the same problem as above.
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