fastai
6.4#10 in deep learning softwareFree planFree planWebLinuxmacOSSelf-hosted
Visitfastai vs ONNX Runtime
ONNX Runtime
7.2#4 in deep learning softwareFree planFree planAndroidiOSWebLinux
VisitWhat both publish
| Fact | fastai | ONNX Runtime |
|---|---|---|
| Purpose | fastai simplifies training fast and accurate neural networks using modern best practices. | ONNX Runtime is a production-grade engine for accelerating machine-learning training and inference in existing technology stacks. |
| Support | The fast.ai forums include a category for help installing and using the fastai library for users at any level. | Documentation questions are directed to issue filing, and the project invites users to report bugs, suggest features, and submit pull requests on GitHub. |
fastai plans
- fastaiFree
ONNX Runtime plans
- Open sourceFree
Pick fastai if…
fastai suits Python practitioners and researchers building neural-network workflows, from common image and text tasks to tabular models. It also fits learners with some coding experience who want to apply deep learning through the free Practical Deep Learning course.
Pick ONNX Runtime if…
ONNX Runtime suits developers deploying machine-learning models across varied devices and hardware accelerators. It may also suit teams seeking local training or browser and mobile inference.