torchao.utils#
Created On: Jan 27, 2026 | Last Updated On: Jan 27, 2026
Tensor Subclass Utils#
A util tensor subclass that provides commonly used functions new tensor subclass can inherit to get all the utility functions |
torchao.quantization.quantize_.common#
quantize_ API Common Utils#
Enum for specifying the groups of kernels that's used for quantization, matrix multiplication or other compute ops for quantized tensor |
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Packing format for quantized data in Tensor subclasses in torchao, represents how the values are packed and laid out in the quantized data. |
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Base class for keyword argument container for quantized tensor creation. |
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Given a tensor and a kwargs container, chooses a derived dtype (float8, int8, etc) to quantize tensor to, based on the type of quant_kwargs quantizes tensor to the derived dtype chosen in (1) This is needed to support flexible quantization of activation to various derived dtypes. |
