tfc.ops.soft_round_inverse

Inverse of soft_round.

Main aliases

tfc.soft_round_inverse

tfc.ops.soft_round_inverse(
    y, alpha, eps=0.001
)

This is described in Sec. 4.1. in the paper

"Universally Quantized Neural Compression"
Eirikur Agustsson & Lucas Theis
https://arxiv.org/abs/2006.09952

Args
`y`	`tf.Tensor`. Inputs to this function.
`alpha`	Float or `tf.Tensor`. Controls smoothness of the approximation.
`eps`	Float. Threshold below which `soft_round` is assumed to equal the identity function.

Returns
`tf.Tensor`

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Last updated 2024-04-26 UTC.

Args