Apache SINGA
6.1#16 in deep learning softwareFree planFree planLinuxmacOSSelf-hostedWindows
VisitApache SINGA vs ONNX Runtime
ONNX Runtime
7.2#4 in deep learning softwareFree planFree planAndroidiOSWebLinux
VisitWhat both publish
| Fact | Apache SINGA | ONNX Runtime |
|---|---|---|
| Security reporting | The Apache Security Team asks that potential vulnerabilities in Apache projects be reported privately first and publishes project advisories. | The project accepts non-trivial vulnerability reports through GitHub Security Advisories and coordinates fixes and disclosure. |
| Support | The project lists mailing lists, issue tracking, and a security page under its community resources. | Documentation questions are directed to issue filing, and the project invites users to report bugs, suggest features, and submit pull requests on GitHub. |
Apache SINGA plans
- Apache SINGAFree
ONNX Runtime plans
- Open sourceFree
Pick Apache SINGA if…
It suits developers and teams training deep-learning or machine-learning models who need local, GPU-accelerated or distributed training. Its Python, C++, and ONNX support may fit workflows using those technologies.
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.