pytorch

89b4899e - [quant][graphmode][fx] Standalone module support {input/output}_quantized_idxs (#49754)

[quant][graphmode][fx] Standalone module support {input/output}_quantized_idxs (#49754) Summary: Pull Request resolved: https://github.com/pytorch/pytorch/pull/49754 This PR adds the support for {input/output}_quantized_idxs for standalone module. if input_quantized_idxs = [] and output_quantized_idxs = [], the standalone module will be expecting float input and produce float output, and will quantize the input and dequantize output internally if input_quantized_idxs = [0] and otuput_qiuantized_idxs = [0], the standalone module will be expecting quantized input and produce quantized output, the input will be quantized in the parent module, and output will be dequantized in the parent module as well, this is similar to current quantized modules like nn.quantized.Conv2d For more details, please see the test case Test Plan: python test/test_quantization.py TestQuantizeFx.test_standalone_module Imported from OSS Reviewed By: raghuramank100 Differential Revision: D25684692 fbshipit-source-id: 900360e01c0e35b26fe85f4a887dc1fd6f7bfb66