quantization

Modules

modelopt.torch.quantization.backends	Quantization backends.
modelopt.torch.quantization.calib	Calibrator classes.
modelopt.torch.quantization.compress(model)	Compress model weights of quantized model.
modelopt.torch.quantization.config	This document lists the quantization formats supported by Model Optimizer and example quantization configs.
modelopt.torch.quantization.conversion	Quantization conversion/restore utilities.
modelopt.torch.quantization.export_onnx	Utility to export a quantized torch model to quantized ONNX.
modelopt.torch.quantization.extensions	Module to load C++ / CUDA extensions.
modelopt.torch.quantization.mode	This module contains the mode descriptor for the quantization mode.
modelopt.torch.quantization.model_calib	Calibration utilities.
modelopt.torch.quantization.model_quant	User-facing quantization API.
modelopt.torch.quantization.nn	Modules with quantization support.
modelopt.torch.quantization.optim	Deprecated.
modelopt.torch.quantization.plugins	Handles quantization plugins to correctly quantize third-party modules.
modelopt.torch.quantization.qtensor	Tensor Class for Real Quantization.
modelopt.torch.quantization.quant_modules	Deprecated.
modelopt.torch.quantization.tensor_quant	Basic tensor quantization functions.
modelopt.torch.quantization.triton	Triton quantization kernels.
modelopt.torch.quantization.utils	Quantization utilities.

Quantization package.