/home/stratospark/anaconda3/envs/pytorch/lib/python2.7/site-packages/ipykernel_launcher.py:6: UserWarning: Update your `Conv2D` call to the Keras 2 API: `Conv2D(32, (3, 3), padding="same", input_shape=(32, 32, 3...)` /home/stratospark/anaconda3/envs/pytorch/lib/python2.7/site-packages/ipykernel_launcher.py:8: UserWarning: Update your `Conv2D` call to the Keras 2 API: `Conv2D(32, (3, 3))` /home/stratospark/anaconda3/envs/pytorch/lib/python2.7/site-packages/ipykernel_launcher.py:13: UserWarning: Update your `Conv2D` call to the Keras 2 API: `Conv2D(64, (3, 3), padding="same")` del sys.path[0] /home/stratospark/anaconda3/envs/pytorch/lib/python2.7/site-packages/ipykernel_launcher.py:15: UserWarning: Update your `Conv2D` call to the Keras 2 API: `Conv2D(64, (3, 3))` from ipykernel import kernelapp as app
_________________________________________________________________ Layer (type) Output Shape Param # ================================================================= conv2d_1 (Conv2D) (None, 32, 32, 32) 896 _________________________________________________________________ activation_1 (Activation) (None, 32, 32, 32) 0 _________________________________________________________________ conv2d_2 (Conv2D) (None, 30, 30, 32) 9248 _________________________________________________________________ activation_2 (Activation) (None, 30, 30, 32) 0 _________________________________________________________________ max_pooling2d_1 (MaxPooling2 (None, 15, 15, 32) 0 _________________________________________________________________ dropout_1 (Dropout) (None, 15, 15, 32) 0 _________________________________________________________________ conv2d_3 (Conv2D) (None, 15, 15, 64) 18496 _________________________________________________________________ activation_3 (Activation) (None, 15, 15, 64) 0 _________________________________________________________________ conv2d_4 (Conv2D) (None, 13, 13, 64) 36928 _________________________________________________________________ activation_4 (Activation) (None, 13, 13, 64) 0 _________________________________________________________________ max_pooling2d_2 (MaxPooling2 (None, 6, 6, 64) 0 _________________________________________________________________ dropout_2 (Dropout) (None, 6, 6, 64) 0 _________________________________________________________________ flatten_1 (Flatten) (None, 2304) 0 _________________________________________________________________ dense_1 (Dense) (None, 512) 1180160 _________________________________________________________________ activation_5 (Activation) (None, 512) 0 _________________________________________________________________ dropout_3 (Dropout) (None, 512) 0 _________________________________________________________________ dense_2 (Dense) (None, 10) 5130 _________________________________________________________________ activation_6 (Activation) (None, 10) 0 ================================================================= Total params: 1,250,858 Trainable params: 1,250,858 Non-trainable params: 0 _________________________________________________________________