axon issues

Experiences from porting YOLOv8 to Axon

10

I recently ported the YOLOv8 object detection model to Axon, and just wanted to share my experiences with it. https://github.com/hansihe/yolov8_elixir - The deployment story seems a lot better than other...

hansihe

docs: improve documentation on halt_epoch

polvalente

Start to add stream to loop

seanmor5

Consider making all loop executions run in a separate process

I think this would enable some pretty interesting functionality, but I haven't yet thought through any potential drawbacks. I will do a detailed proposal soon

seanmor5

Do not include stateful parameters in optimizer state

There is no need to include these because they are not a part of the optimization process, so it ends up being a waste of memory duplicating them and for...

seanmor5

Weight tying

seanmor5

Ambiguous inputs should raise

Related to #582 If your model has multiple inputs but you pass a single tensor it will use that for *every* input in the model. It should raise with an...

seanmor5