Quantization and Pruning

[seekingdeep]

@songqi-github
Have you considered to Quantize the ResNet18 model > Training the model > Pruning the trained model > Finetuning ?
i believe that the final ResNet18 model could achieve much more efficiency and fps, while maintaining almost same accuracy.

[Qi Song]

Hi, I haven't tried this before. Maybe you can try it out and make the model more efficient.