Can anyone explain to me what's the different with or without quantization in plain english? 
torchvision v0.5: quantization, production - ResNets, MobileNet, ShuffleNet, GoogleNet and InceptionV3 now have quantized counterparts with pre-trained models, scripts for quantization-aware training. - All models are TorchScript-ready and ONNX-readyhttps://github.com/pytorch/vision/releases/tag/v0.5.0 …
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Quantization requires less power and memory, and it often delivers the same accuracy.
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