Fix GroupNorm to support Opset21 #2928

hamptonm1 · 2024-09-03T17:08:40Z

Updating GroupNorm to create a bias tensor and scale tensor using (C) Channel instead of (G) numGroups. The previous understanding was incorrect, I changed the code to reflect the updates made in ONNX.

Right now I included support for Opset18 as well as Opset21.

Here is more information on why the changes were made:
onnx/onnx#5466

…onm1/onnx-mlir into hamptonm/feature/groupnorm

Signed-off-by: hamptonm1 <[email protected]>

hamptonm1 · 2024-09-05T00:57:01Z

@jenkins-droid test this please

Signed-off-by: hamptonm1 <[email protected]>

…onm1/onnx-mlir into hamptonm/feature/groupnorm

Signed-off-by: hamptonm1 <[email protected]>

hamptonm1 · 2024-09-12T23:39:03Z

@AlexandreEichenberger @chentong319 Okay, I took the feedback from you both and made some changes. Let me know what else needs to be fixed and if I got the reshape for biasScaleShape correct. The backend tests for GroupNormalization Passes and I added two new lit tests for Opset21.

hamptonm1 · 2024-09-12T23:41:03Z

src/Dialect/ONNX/ONNXOps/NN/Normalization.cpp

@@ -149,6 +149,21 @@ LogicalResult ONNXInstanceNormalizationOp::verify() {
  return success();
 }

+//===----------------------------------------------------------------------===//
+// GroupNormalizationV18


@AlexandreEichenberger Is this what you were thinking of? I added a print because if I add emitWarning it seems like all opset 18 tests fail and I figure we can still enable support for the meantime. I am fine with removing support in the near future but was not sure if any model still uses GroupNorm Opset 18.

LGTM, in general, we can also test other properties, but since this op is not going to be used, its fine.

hamptonm1 · 2024-09-12T23:41:36Z

FYI- @Sunny-Anand

AlexandreEichenberger

LGTM, nice use of templates. Indicated 2 small nits, otherwise good to go

AlexandreEichenberger · 2024-09-13T13:47:55Z

src/Dialect/ONNX/ONNXOps/NN/Normalization.cpp

@@ -149,6 +149,21 @@ LogicalResult ONNXInstanceNormalizationOp::verify() {
  return success();
 }

+//===----------------------------------------------------------------------===//
+// GroupNormalizationV18


LGTM, in general, we can also test other properties, but since this op is not going to be used, its fine.

AlexandreEichenberger · 2024-09-13T13:55:09Z

src/Dialect/ONNX/Transforms/Decompose.cpp

-    : public OpRewritePattern<ONNXGroupNormalizationOp> {
-  using OpRewritePattern<ONNXGroupNormalizationOp>::OpRewritePattern;
+template <typename OP>
+constexpr bool isNumGroup = std::is_same_v<OP, ONNXGroupNormalizationV18Op>;


Nice C++ construct, did not know we can do something like this without a function.

I would recommend a more explicit name ScaleAndBiasWithNumGroupShape

Okay I can change it!

AlexandreEichenberger · 2024-09-13T13:58:41Z

src/Dialect/ONNX/Transforms/Decompose.cpp

-    rewriter.replaceOp(groupNormOp, Y);
-    return success();
+    Value biasScaleShape = create.onnx.concat(biasScaleShapeType,
+        {NGShape, NGShape, oneDimShape}, /*axis*/


nit: format 0 should be on the previous line.

jenkins-droid · 2024-09-13T20:50:54Z

Jenkins Linux s390x Build #15627 [push] Fix GroupNorm to support... started at 16:50

jenkins-droid · 2024-09-13T20:50:57Z

Jenkins Linux amd64 Build #15624 [push] Fix GroupNorm to support... started at 15:50

jenkins-droid · 2024-09-13T20:50:57Z

Jenkins Linux ppc64le Build #14654 [push] Fix GroupNorm to support... started at 17:01

jenkins-droid · 2024-09-13T21:59:08Z

Jenkins Linux amd64 Build #15624 [push] Fix GroupNorm to support... passed after 1 hr 8 min

jenkins-droid · 2024-09-13T22:20:12Z

Jenkins Linux s390x Build #15627 [push] Fix GroupNorm to support... passed after 1 hr 29 min

jenkins-droid · 2024-09-13T22:52:55Z

Jenkins Linux ppc64le Build #14654 [push] Fix GroupNorm to support... passed after 2 hr 1 min

* Group norm for opset 21 * Testing phase * Fix GroupNorm to support Opset21 --------- Signed-off-by: hamptonm1 <[email protected]> Co-authored-by: Megan Hampton <[email protected]> Signed-off-by: Sunny-Anand <[email protected]>

* Change lowering of onnx.IF to Krnl (#2932) * implementation Signed-off-by: chentong319 <[email protected]> * test case change Signed-off-by: chentong319 <[email protected]> * format Signed-off-by: chentong319 <[email protected]> * add test for If back Signed-off-by: chentong319 <[email protected]> * format Signed-off-by: chentong319 <[email protected]> --------- Signed-off-by: chentong319 <[email protected]> Co-authored-by: Tung D. Le <[email protected]> Signed-off-by: Sunny-Anand <[email protected]> * Update c style cast to c++ style cast (#2934) Signed-off-by: Mike Essenmacher <[email protected]> Signed-off-by: Sunny-Anand <[email protected]> * Change c style cast to c++ style cast (#2936) Signed-off-by: Mike Essenmacher <[email protected]> Signed-off-by: Sunny-Anand <[email protected]> * Add coding practices for onnx-mlir (#2935) Signed-off-by: Mike Essenmacher <[email protected]> Signed-off-by: Sunny-Anand <[email protected]> * try to use new buffer deallocation (#2919) * implementation Signed-off-by: Chen Tong <[email protected]> * comments Signed-off-by: Chen Tong <[email protected]> * format Signed-off-by: Chen Tong <[email protected]> --------- Signed-off-by: Chen Tong <[email protected]> Co-authored-by: Tung D. Le <[email protected]> Co-authored-by: Alexandre Eichenberger <[email protected]> Signed-off-by: Sunny-Anand <[email protected]> * fix requirements.txt link Signed-off-by: Sunny-Anand <[email protected]> * Reuse input buffer in lowering to krnl (#2939) * first step Signed-off-by: chentong319 <[email protected]> * cpu Signed-off-by: chentong319 <[email protected]> * options Signed-off-by: chentong319 <[email protected]> * unify Signed-off-by: chentong319 <[email protected]> * simd Signed-off-by: chentong319 <[email protected]> * comments Signed-off-by: chentong319 <[email protected]> * lit test Signed-off-by: chentong319 <[email protected]> * fix test Signed-off-by: chentong319 <[email protected]> * format Signed-off-by: chentong319 <[email protected]> * response Signed-off-by: chentong319 <[email protected]> --------- Signed-off-by: chentong319 <[email protected]> Signed-off-by: Sunny-Anand <[email protected]> * Fix GroupNorm to support Opset21 (#2928) * Group norm for opset 21 * Testing phase * Fix GroupNorm to support Opset21 --------- Signed-off-by: hamptonm1 <[email protected]> Co-authored-by: Megan Hampton <[email protected]> Signed-off-by: Sunny-Anand <[email protected]> * Update Ops documentation for ONNX 1.16.2 (#2942) * Update Ops documentation for ONNX 1.16.2 * Fix format --------- Co-authored-by: Megan Hampton <[email protected]> Signed-off-by: Sunny-Anand <[email protected]> * LLVM/StableHLO Upgrade eaa95a1 (#2943) Co-authored-by: Megan Hampton <[email protected]> Signed-off-by: Sunny-Anand <[email protected]> * added support for no-zero-point quantization (#2938) Signed-off-by: Alexandre Eichenberger <[email protected]> Co-authored-by: Tung D. Le <[email protected]> Signed-off-by: Sunny-Anand <[email protected]> * update with main Signed-off-by: Sunny-Anand <[email protected]> --------- Signed-off-by: chentong319 <[email protected]> Signed-off-by: Sunny-Anand <[email protected]> Signed-off-by: Mike Essenmacher <[email protected]> Signed-off-by: Chen Tong <[email protected]> Signed-off-by: hamptonm1 <[email protected]> Signed-off-by: Alexandre Eichenberger <[email protected]> Signed-off-by: Sunny Anand <[email protected]> Co-authored-by: Tong Chen <[email protected]> Co-authored-by: Tung D. Le <[email protected]> Co-authored-by: Mike Essenmacher <[email protected]> Co-authored-by: Alexandre Eichenberger <[email protected]> Co-authored-by: hamptonm1 <[email protected]> Co-authored-by: Megan Hampton <[email protected]>

MegoHam21 and others added 16 commits August 12, 2024 07:36

Group norm for opset 21

c64ad53

Merge branch 'onnx:main' into hamptonm/feature/groupnorm

db003ba

Testing phase

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Merge branch 'onnx:main' into hamptonm/feature/groupnorm

8979ccb

Fix GroupNorm to support Opset21

fed2948

Merge branch 'hamptonm/feature/groupnorm' of https://github.com/hampt…

b650554

…onm1/onnx-mlir into hamptonm/feature/groupnorm

Merge branch 'main' into hamptonm/feature/groupnorm

35692e8

Fix format

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Merge branch 'hamptonm/feature/groupnorm' of https://github.com/hampt…

f2e87a4

…onm1/onnx-mlir into hamptonm/feature/groupnorm

Still fixing format here

52721fc

Trying this out

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Logic branches

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Fix linter

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Try again

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Update Dockerfile.llvm-project

a1a15e3

Signed-off-by: hamptonm1 <[email protected]>

Update requirements.txt

3b0bf5f

Signed-off-by: hamptonm1 <[email protected]>

hamptonm1 and others added 13 commits September 4, 2024 20:59

Merge branch 'main' into hamptonm/feature/groupnorm

770b1c4

Update requirements.txt

3f33e0b

Signed-off-by: hamptonm1 <[email protected]>

Testing it

6b7dc63

Merge branch 'hamptonm/feature/groupnorm' of https://github.com/hampt…

fd20266

…onm1/onnx-mlir into hamptonm/feature/groupnorm

Merge branch 'main' into hamptonm/feature/groupnorm

8d50a48

Fix format

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Merge branch 'hamptonm/feature/groupnorm' of https://github.com/hampt…

31e542c

…onm1/onnx-mlir into hamptonm/feature/groupnorm

Testing still

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Still figuring this out

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Try it out

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Format fixed

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Merge branch 'main' into hamptonm/feature/groupnorm

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Grr

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MegoHam21 and others added 7 commits September 11, 2024 17:04

Figure out why it is not working

d0b51e2

My fault

ca8da95

Update Decompose.cpp

d8b26f9

Signed-off-by: hamptonm1 <[email protected]>

Update Decompose.cpp again

6d35971

Signed-off-by: hamptonm1 <[email protected]>

Update Decompose.cpp part 3

327e6ef

Signed-off-by: hamptonm1 <[email protected]>

Still at it

ba471a1

Signed-off-by: hamptonm1 <[email protected]>

Test it!

6c2de2d

Signed-off-by: hamptonm1 <[email protected]>

hamptonm1 marked this pull request as ready for review September 12, 2024 14:31

MegoHam21 added 2 commits September 12, 2024 12:56

I think I got it to work

76e8422

Hmmm

de19219

hamptonm1 requested review from AlexandreEichenberger, tungld and chentong319 September 12, 2024 23:37

hamptonm1 commented Sep 12, 2024

View reviewed changes

AlexandreEichenberger approved these changes Sep 13, 2024

View reviewed changes

MegoHam21 and others added 3 commits September 13, 2024 13:02

Address comments

e459d52

Fix format

0f1b161

Merge branch 'main' into hamptonm/feature/groupnorm

41eb8dd

hamptonm1 merged commit 2f2ccc5 into onnx:main Sep 13, 2024
7 checks passed

hamptonm1 deleted the hamptonm/feature/groupnorm branch September 13, 2024 20:49

Fix GroupNorm to support Opset21 #2928

Fix GroupNorm to support Opset21 #2928

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