Support qnn.conv2d in FoldExplicitPading
#10982
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mbrookhart
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Apr 12, 2022
AndrewZhaoLuo
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Apr 15, 2022
* main: (527 commits) [hexagon] 'add_hvx' test to explore HVX usage. (apache#10604) [COMMUNITY] @yzh119 -> Reviewer (apache#10993) [Metaschedule] Make custom schedule_rule registration optional (apache#10975) [ONNX] Add imports for BERT contrib operators (apache#10949) sort axes (apache#10985) [Hexagon] Remove HexagonBuffer external constructor and support (apache#10978) [CI] Update GPU image (apache#10992) [Runtime][Vulkan] Add RGP support to TVM for vulkan device (apache#10953) [FIX] resolve int64/32 for AttrStmtNode (apache#10983) [TVMC] Allow output module name to be passed as a command line argument (apache#10962) [ONNX] Add MatMulInteger importer (apache#10450) [COMMUNITY] @guberti -> Reviewer (apache#10976) Support `qnn.conv2d` in FoldExplicitPading (apache#10982) change Hexagon docker version (apache#10981) remove exception handling of autotvm xgboost extract functions (apache#10948) [CUDNN] Add partitioning support for conv2d and log_softmax (apache#10961) [Hexagon][LLVM] Enable/test tensorized Hexagon DMA on 2d transformed layout (apache#10905) [Hexagon] Move aot/graph_executor interactions into launcher (apache#10907) [HEXAGON] Split huge 1D DMA Transfers into smaller transfers with legal sizes. (apache#10971) [CI][DOCKER] Add pytest-lazy-fixture to images (apache#10970) ...
Lucien0
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Apr 19, 2022
* wip support pad + qnn.conv2d folding * works * Added test but structural equality is failing * fixed structural equality test using map_free_vars=True
altanh
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Apr 28, 2022
* wip support pad + qnn.conv2d folding * works * Added test but structural equality is failing * fixed structural equality test using map_free_vars=True
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@mbrookhart @AndrewZhaoLuo @anwang2009
I think we should enable this pass by default. The only concern is that it would break existing tuning logs.