In the docu I see only inference, no output to ONX and no API to modulate weights or API to build model from scratch.
Sentis has no training possible? Only consume ONX?
No training, just executing.
For training you can use ml-agents but the ml-agents output isn’t compatible with Sentis yet. It’s supposed to work when Sentis is out of beta or shortly thereafter though.
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Ok.
Do you use sentis/ML in production?
What’s that “production” thing you mention? I’m researching, prototyping, learning. 
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Game for example.
A guy managed to train a model in sentis, a bit convoluted as you need the model to also include the back propagation.