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Introduce Qconv2d #91

Merged
merged 4 commits into from
Feb 20, 2024
Merged

Introduce Qconv2d #91

merged 4 commits into from
Feb 20, 2024

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dacorvo
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@dacorvo dacorvo commented Feb 20, 2024

This layer has a similar behaviour as QLinear. There is no accelerated quantized operations for convolutions, so its main use is to reduce on-device memory.

For now, the aten.convolution operation is not dispatched for QTensor, so it
always falls back to a float operation on dequantized inputs and outputs.
@dacorvo dacorvo merged commit cdff8a6 into main Feb 20, 2024
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@dacorvo dacorvo deleted the qconv2d branch February 20, 2024 11:10
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