Apache SINGA
6.1#16 in deep learning softwareFree planFree planLinuxmacOSSelf-hostedWindows
VisitApache SINGA vs Apache TVM
Apache TVM
7.8#2 in deep learning softwareFree planFree planAndroidiOSWebAPI
VisitWhat both publish
| Fact | Apache SINGA | Apache TVM |
|---|---|---|
| Installation | The site documents installation using pip, Docker, or from source, and also lists Conda as an installation option. | Users can install TVM from PyPI, build it from source or use Docker images. |
| Security reporting | The Apache Security Team asks that potential vulnerabilities in Apache projects be reported privately first and publishes project advisories. | The project directs undisclosed vulnerabilities to the Apache private security mailing list before public disclosure. |
Apache SINGA plans
- Apache SINGAFree
Apache TVM plans
- Apache TVMFree
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 Apache TVM if…
TVM suits developers who need to compile and customize pre-trained machine learning models for varied hardware and runtime targets. It is for teams able to secure RPC access within trusted users and networks.