TensorFlow 1 version
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View source on GitHub
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Returns the size of a tensor.
tf.size(
input, out_type=tf.dtypes.int32, name=None
)
See also tf.shape.
Returns a 0-D Tensor representing the number of elements in input
of type out_type. Defaults to tf.int32.
For example:
t = tf.constant([[[1, 1, 1], [2, 2, 2]], [[3, 3, 3], [4, 4, 4]]])tf.size(t)<tf.Tensor: shape=(), dtype=int32, numpy=12>
Args | |
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input
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A Tensor or SparseTensor.
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name
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A name for the operation (optional). |
out_type
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(Optional) The specified non-quantized numeric output type of the
operation. Defaults to tf.int32.
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Returns | |
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A Tensor of type out_type. Defaults to tf.int32.
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Numpy Compatibility
Equivalent to np.size()