DeepPipe2 v1.2.0 MNIST View Source

test with MNIST dataset

Link to this section Summary

Functions

MNIST minibatch size , n epocs adagrad optimizer

MNIST minibatch size , n epocs adam optimizer

MNIST minibatch size , n epocs Adam optimizer CNN network

MNIST minibatch size , n epocs SGD optimizer CNN network dropout-test

MNIST minibatch size , n epocs SGD optimizer long DNN test

MNIST minibatch size , n epocs momentum optimizer

MNIST minibatch size , n epocs SGD optimizer CNN network padding-test

MNIST minibatch size , n epocs adam optimizer initialize network from file temp.ex

MNIST minibatch size , n epocs Adam optimizer CNN network initialize network from file temp.ex

MNIST minibatch size , n epocs SGD optimizer initialize network from file temp.ex

MNIST minibatch size , n epocs RMSprop optimizer

MNIST minibatch size , n epocs SGD optimizer

MNIST minibatch size , n epocs SGD optimizer CNN network stride-test

get test image data

get n datas from test-image with normalization as structured list

get n datas from test-image with normalization as structured list or matrix 1st arg is size of data 2nd arg is :structure or :flatten

get test label data

get n datas from test-label

transfer from test-label to onehot list

get train image data

get n datas from train-image as flatten list

get train label data

get n datas from train-label

transfer from train-label to onehot list

Link to this section Functions

MNIST minibatch size , n epocs adagrad optimizer

MNIST minibatch size , n epocs adam optimizer

MNIST minibatch size , n epocs Adam optimizer CNN network

MNIST minibatch size , n epocs SGD optimizer CNN network dropout-test

MNIST minibatch size , n epocs SGD optimizer long DNN test

MNIST minibatch size , n epocs momentum optimizer

MNIST minibatch size , n epocs SGD optimizer CNN network padding-test

MNIST minibatch size , n epocs adam optimizer initialize network from file temp.ex

MNIST minibatch size , n epocs Adam optimizer CNN network initialize network from file temp.ex

MNIST minibatch size , n epocs SGD optimizer initialize network from file temp.ex

MNIST minibatch size , n epocs RMSprop optimizer

MNIST minibatch size , n epocs SGD optimizer

MNIST minibatch size , n epocs SGD optimizer CNN network stride-test

get test image data

get n datas from test-image with normalization as structured list

get n datas from test-image with normalization as structured list or matrix 1st arg is size of data 2nd arg is :structure or :flatten

get test label data

get n datas from test-label

transfer from test-label to onehot list

get train image data

get n datas from train-image as flatten list

get train label data

get n datas from train-label

transfer from train-label to onehot list