tf.keras.backend.reshape  |  TensorFlow v2.0.0 (original) (raw)

tf.keras.backend.reshape

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Reshapes a tensor to the specified shape.

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Compat aliases for migration

SeeMigration guide for more details.

tf.compat.v1.keras.backend.reshape

tf.keras.backend.reshape(
    x, shape
)

Example:

a = tf.constant([[1, 2, 3], [4, 5, 6], [7, 8, 9], [10, 11, 12]]) a <tf.Tensor: id=32, shape=(4, 3), dtype=int32, numpy= array([[ 1, 2, 3], [ 4, 5, 6], [ 7, 8, 9], [10, 11, 12]], dtype=int32)> tf.keras.backend.reshape(a, shape=(2, 6)) <tf.Tensor: id=35, shape=(2, 6), dtype=int32, numpy= array([[ 1, 2, 3, 4, 5, 6], [ 7, 8, 9, 10, 11, 12]], dtype=int32)>