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Make quantized activation handlers data layout aware#1183

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iksnagreb wants to merge 4 commits intoXilinx:devfrom
iksnagreb:feature/generalized_multi_threshold_layouts
Open

Make quantized activation handlers data layout aware#1183
iksnagreb wants to merge 4 commits intoXilinx:devfrom
iksnagreb:feature/generalized_multi_threshold_layouts

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Cherry-picked and slightly extended commit from #901, but unrelated to all the attention stuff. Related to fastmachinelearning/qonnx#143 and the generalized activation function support.

This probably is still rather sketchy, but at least it tries to check
the data layout annotation. For now seems to be enough for getting the
thresholds of multi-head attention right, IF qonnx properly annotates
the 3D layouts.
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