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

tf.keras.backend.batch_flatten

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Turn a nD tensor into a 2D tensor with same 0th dimension.

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Compat aliases for migration

tf.compat.v1.keras.backend.batch_flatten

tf.keras.backend.batch_flatten(
    x
)

In other words, it flattens each data samples of a batch.

Arguments
x	A tensor or variable.

Returns
A tensor.

Examples:

Flattening a 3D tensor to 2D by collapsing the last dimension.

`from tensorflow.keras import backend as K`
`x_batch = K.ones(shape=(2, 3, 4, 5))`
`x_batch_flatten = K.batch_flatten(x_batch)`
`K.int_shape(x_batch_flatten)`
`    (2, 60)`

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Last updated 2020-10-01 UTC.