Kod bu:
word_index'in uzunluğu 112336.
Hata fotoğrafı:
Python:
simple_rnn_model.add(tf.keras.layers.Embedding(len(word_index), 16, input_length = 400))
#simple rnn katmanları ekleme
simple_rnn_model.add(tf.keras.layers.SimpleRNN(
64,activation="tanh", dropout=0.1, recurrent_dropout=0.2, use_bias=True, return_sequences=True
)
)
simple_rnn_model.add(tf.keras.layers.SimpleRNN(
48,activation="tanh", dropout=0.1, use_bias=False, return_sequences=True
)
)
early_stopper=tf.keras.callbacks.EarlyStopping(
monitor='val_loss',
patience=5,
verbose=1
)
model_checkpointer=tf.keras.callbacks.ModelCheckpoint(
filepath="best_of_best_models",
monitor="val_loss",
verbose=0,
save_best_only=True
)
callback_param=[early_stopper,model_checkpointer]
history_simple_rnn=simple_rnn_model.fit(
X_train_padded,
y_train,
batch_size=128,
validation_split=0.2,
epochs=10,
callbacks=callback_param
)Hata fotoğrafı: