Quantization-aware training

[jeremy-u]

I'm looking for some guidance on how to do quantization-aware training in keras 3. I have used the TF model-optimization library in the past, but per the responses on this issue it does not look like there is a plan to support tfmot+keras3. Is there a go-to 3rd party library? Any suggestions?

[abhaskumarsinha]

Any idea? @james77777778 if you are free can you point out library for that?

[james77777778]

I think the best option for now is to use Keras2 for TFMOT.
I have considered developing a library similar to TFMOT to support Keras 3, but currently, I don't have the bandwidth for it.

[abhaskumarsinha]

@james77777778
Okay. Thank you for the idea. 🙏
Got it.

[jeremy-u]

Thanks James! I'll stick with Keras 2 for now.