dcslin edited a comment on issue #691:
URL: https://github.com/apache/singa/issues/691#issuecomment-629634540
From the perspective of a new onnx user:
```python
class MySONNXModel(SONNXModel):
pass
m1=MySONNXModel()
m1.compile([placeholder], ...)
for _ in data:
m1.train_one_batch(_)
m1.save_states('./saved_models/my_sonnx_model_onnx_format') # transferable
to other deeplearning framework
singa.save('./saved_models/my_sonnx_model_singa_format') # only valid in
singa
# Later reuse the model
onnx_model = onnx.load('./saved_models/my_sonnx_model_onnx_format')
m2=MyONNXModel(onnx_model)
m2.compile([x], use_graph=True)
# m1 == m2?
# load as singa model
m3=singa.load('./saved_models/my_sonnx_model_singa_format')
m3.compile([x], use_graph=True)
# m1 == to_onnx(m3)?
```
To be frank, I am a bit overwhelmed by all the discussions not just in this
issue, is it possible to consolidate the new API into a specification including
example in singa-doc? Which is useful for new users? btw, is
[onnx-doc](https://github.com/apache/singa-doc/blob/master/docs-site/docs/onnx.md)
gonna change?
----------------------------------------------------------------
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]
