83419e644f6fb223701c36a08ff2235566e3d37f,test/test_masked_recurrent.py,,,#,13

Before Change

theano.config.exception_verbosity="high" 

// (nb_samples, timesteps, dimensions)
X = np.random.random_integers(1, 4, size=(400000,4))

model = Sequential()
model.add(Embedding(5, 2, zero_is_mask=True))

After Change

model.add(SimpleRNN(4,4, activation="relu", return_sequences=True))
model.add(Dropout(0.5))
model.add(SimpleDeepRNN(4,4, depth=2, activation="relu")) 
model.add(Dropout(0.5))
model.add(Dense(4,4, activation="softmax"))
model.compile(loss="categorical_crossentropy",
        optimizer="rmsprop", theano_mode=theano.compile.mode.FAST_RUN)
print("Compiled model")

Instances