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Quantized RESIZE_BILINEAR operator support in TF Lite Frontend #7866

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merged 1 commit into from
Apr 21, 2021

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NicolaLancellotti
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Currently, the RESIZE_BILINEAR operator with quantized input and output tensors is lowered to
image.resize without any prior dequantization and posterior quantization.
This pr adds the dequantization and quantization operators to the lowering of RESIZE_BILINEAR.

@NicolaLancellotti
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Please, can you review it? @mbaret

@mbaret mbaret self-assigned this Apr 16, 2021
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@mbaret mbaret left a comment

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This LGTM, will just ping @FrozenGene and @siju-samuel in case they have any other comments.

…e frontend

Change-Id: I46008e5b7edc49d32847acd6d166374a8d85058g
@mbaret mbaret merged commit 935a7ad into apache:main Apr 21, 2021
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mbaret commented Apr 21, 2021

This is merged, thanks @NicolaLancellotti !

mehrdadh pushed a commit to mehrdadh/tvm that referenced this pull request Apr 22, 2021
…e frontend (apache#7866)

Change-Id: I46008e5b7edc49d32847acd6d166374a8d85058g
echuraev pushed a commit to echuraev/tvm that referenced this pull request Apr 29, 2021
…e frontend (apache#7866)

Change-Id: I46008e5b7edc49d32847acd6d166374a8d85058g
umangyadav pushed a commit to umangyadav/tvm that referenced this pull request May 5, 2021
…e frontend (apache#7866)

Change-Id: I46008e5b7edc49d32847acd6d166374a8d85058g
trevor-m pushed a commit to trevor-m/tvm that referenced this pull request May 6, 2021
…e frontend (apache#7866)

Change-Id: I46008e5b7edc49d32847acd6d166374a8d85058g
trevor-m pushed a commit to trevor-m/tvm that referenced this pull request May 6, 2021
…e frontend (apache#7866)

Change-Id: I46008e5b7edc49d32847acd6d166374a8d85058g
trevor-m pushed a commit to trevor-m/tvm that referenced this pull request May 6, 2021
…e frontend (apache#7866)

Change-Id: I46008e5b7edc49d32847acd6d166374a8d85058g
trevor-m pushed a commit to neo-ai/tvm that referenced this pull request May 11, 2021
…e frontend (apache#7866)

Change-Id: I46008e5b7edc49d32847acd6d166374a8d85058g
@NicolaLancellotti NicolaLancellotti deleted the TFLite/RESIZE_BILINEAR branch May 25, 2023 18:20
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2 participants