huggingface/candle
1
0
Fork 0
mirror of https://github.com/huggingface/candle.git synced 2025-06-20 04:00:28 +00:00
Code Issues Packages Projects Releases Wiki Activity

Add hard-sigmoid and hard-swish activations (#1244)

Browse Source 
* Add hard-sigmoid and hard-swish activations

* Update ops.rs

* Use / rather than div.

---------

Co-authored-by: Laurent <laurent.mazare@gmail.com>
This commit is contained in:
jamjamjon
2023-11-03 01:20:27 +08:00
committed by GitHub
parent b97463098c
commit d39d0c40fd
2 changed files with 9 additions and 0 deletions
Download Patch File Download Diff File Expand all files Collapse all files

4
candle-nn/src/activation.rs
View File

@ -13,7 +13,9 @@ pub enum Activation {
Relu6,
Silu,
Sigmoid,
HardSigmoid,
Swish,
HardSwish,
Elu(f64),
LeakyRelu(f64),
}
@ -29,7 +31,9 @@ impl super::Module for Activation {
Self::Relu6 => xs.clamp(0f32, 6f32),
Self::Silu => crate::ops::silu(xs),
Self::Sigmoid => crate::ops::sigmoid(xs),
Self::HardSigmoid => crate::ops::hard_sigmoid(xs),
Self::Swish => xs * crate::ops::sigmoid(xs)?,
Self::HardSwish => xs * crate::ops::hard_sigmoid(xs)?,
&Self::Elu(alpha) => xs.elu(alpha),
&Self::LeakyRelu(negative_slope) => crate::ops::leaky_relu(xs, negative_slope),
}