joddiy commented on issue #700: URL: https://github.com/apache/singa/issues/700#issuecomment-631913642
Hi, guys, @Shashankwer , @Alvinnyk , thanks for your help. Before you start, please check this Jira, https://issues.apache.org/jira/projects/SINGA/issues/SINGA-509?filter=allopenissues It lists the models which require support and for some of the models, SINGA may lack the necessary operators now. So I hope you: 1. check the Jira carefully, to see which model we can do now(I guess is: super_resolution, ResNet101_DUC_HDC, ShuffleNet_V2, ShuffleNet_V1, inception_v2, squeezenet). 2. find these models in ONNX model zoo, download them and open them by a tool called [`Netron`](https://github.com/lutzroeder/netron), try to understand the model and check each part refer the [IR doc](https://github.com/onnx/onnx/blob/master/docs/IR.md) of ONNX. 3. try to read the code of `SingaRep` and `SingaBackend` in `python/singa/soonx.py` to understand how we parse and construct the SINGA model. 4. try to read the code `examples/onnx`, to make out how we load and do the inference for a ONNX model. 5. then you can try to support a model(in first point) by yourself. ---------------------------------------------------------------- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. For queries about this service, please contact Infrastructure at: [email protected]
