Training Pre-trained Quantized Resnet 18 model

quantization
1

Hello there. I am new to quantization topic and have been trying to explore this. I have a question about training a pre-trained, quantized Resnet-18 model. Is this possible? If yes, is there a sample on how to do this? Thanks in advance.

2

To train this model, you would likely need to convert it back to floating point and then train (because the quantized operators typically do not have autograd support).
I am unaware of an automated way to do this.

Best regards

Thomas

1 Like
3

Thanks for the comment :slight_smile: