[Relay][Op] Add instance norm op #4004
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@hlu1 @antinucleon @vinx13 @Huyuwei can you help review the high level api ? We mainly want to make sure API consistency https://docs.tvm.ai/contribute/code_review.html#deliberate-on-api-and-data-structures @bindog can you also comment about the related APIs in the existing packages |
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I update the MXNet frontend converter and test cases, I think the API is compatible with the existing packages. The instance norm is similar to relay.op.nn.nn.batch_norm except that instance norm doesn't need moving_mean and moving_var, and it also consistent with other framework like mxnet.gluon.nn. InstanceNorm |
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I think the API is fine, as it is similar to |
vinx13
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Oct 3, 2019
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@bindog Thanks, this is merged |
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* [Relay][Op] Add instance norm op * mend [Relay][Op] Add instance norm op
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* [Relay][Op] Add instance norm op * mend [Relay][Op] Add instance norm op
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* master: (21 commits) [Fix][VM] Fix VM invoke with set_params (apache#4079) [QNN] Refactor fixed point multiplication in requantize (apache#4073) Fix match case in Python-side expr functor (apache#4037) Hide symbols from dependent libraries if HIDE_PRIVATE_SYMBOLS is ON. (apache#4041) Add gradient for log-softmax (apache#4069) [DOC] Fix typos in tutorials (apache#4066) dicrease the complexity of CalcDep from exponential to linear (apache#4053) [Relay][AlterOp] Minor refactor. (apache#4064) [Relay][AlterOp] Improving support for broadcast layout alteration. (apache#4040) Add parses support for zeros_like tflite operator (apache#4042) [Bugfix][TF] reset graph after getting tag of savedmodel (apache#4055) [Relay][VM] Add more passes to VMCompiler (apache#4058) [Relay][VM] Add autotvm context when compile (apache#4062) [Bugfix] Fix target host for vm compiler (apache#4057) [Relay][Training] Add gradient for Crossentropy (apache#3925) [llvm] switch to use Align for llvm trunk (apache#4051) [Relay][TopHub] Add switch to disable TopHub download (apache#4015) [Relay][Op] Add instance norm op (apache#4004) [QNN][Relay] Calling Dialect passes from inside Relay Build API. (apache#3971) [RELAY/PASS] Fix the extent for the post_stmt in the loop partition (apache#3734) ...
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Some of our models use the IBN-Net structure, so we need an instance norm op in TVM. I've tested on our models and it works fine.
@kevinthesun @masahi @junrushao1994 Could you have help review?