Skip to content

Changed Mish Activation Function to use Softplus #10111

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
merged 1 commit into from
Oct 8, 2023
Merged

Changed Mish Activation Function to use Softplus #10111

Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
3 changes: 2 additions & 1 deletion neural_network/activation_functions/mish.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -7,6 +7,7 @@
"""

import numpy as np
from softplus import softplus


def mish(vector: np.ndarray) -> np.ndarray:
Expand All @@ -30,7 +31,7 @@ def mish(vector: np.ndarray) -> np.ndarray:
array([-0.00092952, -0.15113318, 0.33152014, -0.04745745])
"""
return vector * np.tanh(np.log(1 + np.exp(vector)))
return vector * np.tanh(softplus(vector))


if __name__ == "__main__":
Expand Down