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
- Eclipse's deeplearning4j
- Hasktorch
- 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: (Better accuracy and faster than GELU)
Impressive, thanks for sharing ! Unlikely this will be added to Synaptic, as this project seems to sleep for a while.
Thanks for the appraisal. Ah alright. Hopefully the scenario changes in regards to Synaptic.