pytorch
424c930f - Add quantization lowering for nn.PixelShuffle and nn.PixelUnshuffle (#101926)

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1 year ago
Add quantization lowering for nn.PixelShuffle and nn.PixelUnshuffle (#101926) Similar to https://github.com/pytorch/pytorch/pull/96160 but for the modules nn.PixelShuffle and nn.PixelUnshuffle. torch.nn.PixelUnshuffle accepts both float and quantized inputs. However, previously we would unnecessarily dequantize quantized inputs into floats before passing them to the function. This commit fixes this by lowering the pattern [dequant - PixelShuffle - quant]. [dequant - PixelUnshuffle - quant]. Test Plan: python test/test_quantization.py TestQuantizeFxOps.test_pixel_shuffle_module python test/test_quantization.py TestQuantizeFxOps.test_pixel_unshuffle_module Pull Request resolved: https://github.com/pytorch/pytorch/pull/101926 Approved by: https://github.com/jerryzh168
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