[FQ2I] Disable rewrite of avg_pool2d op#13323
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ibsidorenko wants to merge 1 commit intoapache:mainfrom
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[FQ2I] Disable rewrite of avg_pool2d op#13323ibsidorenko wants to merge 1 commit intoapache:mainfrom
ibsidorenko wants to merge 1 commit intoapache:mainfrom
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This commit fixes the following issue: For the sequence of qnn.dequantize -> avg_pool2d -> conv2d -> qnn.quantize FQ2I pass inserts qnn.requantize (or cast) to int32 unconditionally before avg_pool2d. As a result fake quantized qnn.conv2d gets input as int32 dtype, but it is forbidden for qnn.conv2d (supports only uint8/int8/int16). This commit disables such behavoir and support int8/uint8 as input dtype for avg_pool2d in compute function. Also this commit fixes bug#12381.
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This commit fixes the following issue:
For the sequence of ops qnn.dequantize -> avg_pool2d -> conv2d -> qnn.quantize FQ2I pass inserts qnn.requantize (or cast) to int32 unconditionally before avg_pool2d. As a result fake quantized qnn.conv2d gets input as int32 dtype, but it is forbidden for qnn.conv2d (supports only uint8/int8/int16).
This commit disables such behavoir and support int8/uint8 as input dtype for avg_pool2d in compute function.
Also this commit fixes bug#12381.