tensorboard start

Author: whyboris

tensorboard.py

@@ -0,0 +1,30 @@
+print('TensorBoard demonstration')
+
+from hack import hack
+hack()
+
+import keras
+from keras import layers
+from keras.datasets import imdb
+from keras.preprocessing import sequence
+
+max_features = 2000
+max_len = 500
+
+(x_train, y_train), (x_test, y_test) = imdb.load_data(num_words = max_features)
+x_train = sequence.pad_sequences(x_train, maxlen=max_len)
+x_tset = sequence.pad_sequences(x_test, maxlen=max_len)
+
+model = keras.Sequential()
+model.add(layers.Embedding(max_features, 128, input_length=max_len, name='embed'))
+model.add(layers.Conv1D(32, 7, activation='relu'))
+model.add(layers.MaxPool1D(5))
+model.add(layers.Conv1D(32, 7, activation='relu'))
+model.add(layers.GlobalMaxPooling1D())
+model.add(layers.Dense(1))
+
+model.summary()
+
+model.compile(optimiser='rmsprop', loss='binary_crossentropy', metrics=['acc'])
+
+