examples/vae.rb in ruby-dnn-0.16.2 vs examples/vae.rb in ruby-dnn-1.0.0
- old
+ new
@@ -7,19 +7,13 @@
include DNN::Layers
include DNN::Optimizers
include DNN::Losses
x_train, y_train = DNN::MNIST.load_train
-x_test, y_test = DNN::MNIST.load_test
x_train = Numo::SFloat.cast(x_train).reshape(x_train.shape[0], 784)
-x_test = Numo::SFloat.cast(x_test).reshape(x_test.shape[0], 784)
x_train /= 255
-x_test /= 255
-
-y_train = DNN::Utils.to_categorical(y_train, 10, Numo::SFloat)
-y_test = DNN::Utils.to_categorical(y_test, 10, Numo::SFloat)
$z_dim = 2
$z_mean = nil
$z_sigma = nil