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keras sequential layer without input shape

Tosin OLUYEMI answered on June 27, 2022 Popularity 5/10 Helpfulness 2/10

answer keras sequential layer without input shape

keras sequential layer without input shape

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model = keras.Sequential(
    [
        layers.Dense(2, activation="relu"),
        layers.Dense(3, activation="relu"),
        layers.Dense(4),
    ]
)  # No weights at this stage!

# At this point, you can't do this:
# model.weights

# You also can't do this:
# model.summary()

# Call the model on a test input
x = tf.ones((1, 4))
y = model(x)
print("Number of weights after calling the model:", len(model.weights))  # 6

Popularity 5/10 Helpfulness 2/10 Language python

Source: keras.io

Tags: input keras layer python sequential

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Contributed on Jun 27 2022

Tosin OLUYEMI

0 Answers Avg Quality 2/10

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keras sequential layer without input shape

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