quantization – Ask python questions
https://askpythonquestions.com/category/quantization24.11.2021 · November 24, 2021 keras, python, quantization, tensorflow, tensorflow-lite. I know that tensorflow lite can be used to quantize keras models. However, I am using an object detection algorithm, which means that it will be very annoying to restructure the evaluation code to the code for tensorflow lite evaluation by using the "Interpreter" class.
torch.quantization — PyTorch 1.10.1 documentation
pytorch.org › docs › stabletorch.quantization¶ This module implements the functions you call directly to convert your model from FP32 to quantized form. For example the prepare() is used in post training quantization to prepares your model for the calibration step and convert() actually converts the weights to int8 and replaces the operations with their quantized counterparts. There are other helper functions for things like quantizing the input to your model and performing critical fusions like conv+relu.