Feature Request: Add Mish activation
digantamisra98 opened this issue · comments
Mish is a new novel activation function proposed in this paper.
It has shown promising results so far and has been adopted in several packages including:
- TensorFlow-Addons
- SpaCy (Tok2Vec Layer)
- Thinc - SpaCy's official NLP based ML library
- Echo AI
- CNTKX - Extension of Microsoft's CNTK
- FastAI-Dev
- Darknet
- Yolov3
- BeeDNN - Library in C++
- Gen-EfficientNet-PyTorch
- dnet
All benchmarks, analysis and links to official package implementations can be found in this repository
It would be nice to have Mish as an option within the activation function group.
This is the comparison of Mish with other conventional activation functions in a SEResNet-50 for CIFAR-10:
Thank you for requesting this feature. I have added a few new activation functions including Mish, GELU, Swish and LiSHT.
Feel free to also contribute code in the future if you are interested.