tfc.ops.soft_round_inverse | TensorFlow v2.16.1 (original) (raw)
tfc.ops.soft_round_inverse
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Inverse of soft_round.
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Main aliases
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.