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Ti-Tai Wang a08211febb
Register opset 22 (#23344) 
### Description
Follw up #21897 
To be compatible with onnx 17.0, Registering opset 22 is required in
terms of the [updated operators
(bfloat16)](https://github.com/onnx/onnx/releases/tag/v1.17.0)



### Motivation and Context
Fix #23162 
Fix #23161
Fix #23164 (Xnnpack)

### Remaining issue
#23163 (QNN) See [the
file](https://github.com/microsoft/onnxruntime/pull/23344/files#diff-04f5d6db0a6873f7299ed06ff1ec45a49e69f0865cb32f4397cd56db0cd0a784)

### Result of `find_optimizer_opset_version_updates_required.py (cpu
only)`
```
[WARNING] - Newer opset found for kOnnxDomain.Conv. Latest:22 Optimizer support ends at 11. File:/home/titaiwang/onnxruntime/onnxruntime/core/optimizer/conv_add_fusion.cc
[WARNING] - Newer opset found for kOnnxDomain.IsInf. Latest:20 Optimizer support ends at 10. File:/home/titaiwang/onnxruntime/onnxruntime/core/optimizer/isinf_reducesum_fusion.cc
[WARNING] - Newer opset found for kOnnxDomain.Cast. Latest:21 Optimizer support ends at 19. File:/home/titaiwang/onnxruntime/onnxruntime/core/optimizer/isinf_reducesum_fusion.cc
[WARNING] - Newer opset found for kOnnxDomain.Cast. Latest:21 Optimizer support ends at 19. File:/home/titaiwang/onnxruntime/onnxruntime/core/optimizer/isinf_reducesum_fusion.cc
[WARNING] - Newer opset found for kOnnxDomain.HardSigmoid. Latest:22 Optimizer support ends at 6. File:/home/titaiwang/onnxruntime/onnxruntime/core/optimizer/conv_add_act_fusion.cc
[WARNING] - Newer opset found for kOnnxDomain.Cast. Latest:21 Optimizer support ends at 19. File:/home/titaiwang/onnxruntime/onnxruntime/core/optimizer/layer_norm_fusion.cc
[WARNING] - Newer opset found for kOnnxDomain.Cast. Latest:21 Optimizer support ends at 19. File:/home/titaiwang/onnxruntime/onnxruntime/core/optimizer/layer_norm_fusion.cc
[WARNING] - Newer opset found for kOnnxDomain.Cast. Latest:21 Optimizer support ends at 19. File:/home/titaiwang/onnxruntime/onnxruntime/core/optimizer/layer_norm_fusion.cc
[WARNING] - Newer opset found for kOnnxDomain.Cast. Latest:21 Optimizer support ends at 19. File:/home/titaiwang/onnxruntime/onnxruntime/core/optimizer/layer_norm_fusion.cc
[WARNING] - Newer opset found for kOnnxDomain.Cast. Latest:21 Optimizer support ends at 19. File:/home/titaiwang/onnxruntime/onnxruntime/core/optimizer/layer_norm_fusion.cc
[WARNING] - Newer opset found for kOnnxDomain.Cast. Latest:21 Optimizer support ends at 19. File:/home/titaiwang/onnxruntime/onnxruntime/core/optimizer/layer_norm_fusion.cc
[WARNING] - Newer opset found for kOnnxDomain.Transpose. Latest:21 Optimizer support ends at 13. File:/home/titaiwang/onnxruntime/onnxruntime/core/optimizer/nchwc_transformer.cc
[WARNING] - Newer opset found for kOnnxDomain.Conv. Latest:22 Optimizer support ends at 11. File:/home/titaiwang/onnxruntime/onnxruntime/core/optimizer/nchwc_transformer.cc
[WARNING] - Newer opset found for kOnnxDomain.MaxPool. Latest:22 Optimizer support ends at 12. File:/home/titaiwang/onnxruntime/onnxruntime/core/optimizer/nchwc_transformer.cc
[WARNING] - Newer opset found for kOnnxDomain.AveragePool. Latest:22 Optimizer support ends at 11. File:/home/titaiwang/onnxruntime/onnxruntime/core/optimizer/nchwc_transformer.cc
[WARNING] - Newer opset found for kOnnxDomain.BatchNormalization. Latest:15 Optimizer support ends at 14. File:/home/titaiwang/onnxruntime/onnxruntime/core/optimizer/nchwc_transformer.cc
[WARNING] - Newer opset found for kOnnxDomain.Transpose. Latest:21 Optimizer support ends at 13. File:/home/titaiwang/onnxruntime/onnxruntime/core/optimizer/nchwc_transformer.cc
[WARNING] - Newer opset found for kOnnxDomain.Upsample. Latest:10 Optimizer support ends at 13. File:/home/titaiwang/onnxruntime/onnxruntime/core/optimizer/nchwc_transformer.cc
[WARNING] - Newer opset found for kOnnxDomain.Resize. Latest:19 Optimizer support ends at 13. File:/home/titaiwang/onnxruntime/onnxruntime/core/optimizer/nchwc_transformer.cc
[WARNING] - Newer opset found for kOnnxDomain.GlobalMaxPool. Latest:22 Optimizer support ends at 1. File:/home/titaiwang/onnxruntime/onnxruntime/core/optimizer/nchwc_transformer.cc
[WARNING] - Newer opset found for kOnnxDomain.GlobalAveragePool. Latest:22 Optimizer support ends at 1. File:/home/titaiwang/onnxruntime/onnxruntime/core/optimizer/nchwc_transformer.cc
[WARNING] - Newer opset found for kOnnxDomain.Shape. Latest:21 Optimizer support ends at 19. File:/home/titaiwang/onnxruntime/onnxruntime/core/optimizer/pre_shape_node_elimination.cc
[WARNING] - Newer opset found for kOnnxDomain.Conv. Latest:22 Optimizer support ends at 11. File:/home/titaiwang/onnxruntime/onnxruntime/core/optimizer/conv_bn_fusion.cc
[ERROR] - Call/Declaration is split over multiple lines. Please check manually.File:/home/titaiwang/onnxruntime/onnxruntime/core/optimizer/label_encoder_fusion.cc Line:49
[ERROR] - Failed to find version information for "ai.onnx.ml".LabelEncoder. File:/home/titaiwang/onnxruntime/onnxruntime/core/optimizer/label_encoder_fusion.cc
[WARNING] - Newer opset found for kOnnxDomain.HardSigmoid. Latest:22 Optimizer support ends at 6. File:/home/titaiwang/onnxruntime/onnxruntime/core/optimizer/conv_activation_fusion.cc
[WARNING] - Newer opset found for kOnnxDomain.Dropout. Latest:22 Optimizer support ends at 13. File:/home/titaiwang/onnxruntime/onnxruntime/core/optimizer/dropout_elimination.cc
[WARNING] - Newer opset found for kOnnxDomain.Transpose. Latest:21 Optimizer support ends at 13. File:/home/titaiwang/onnxruntime/onnxruntime/core/optimizer/gemm_transpose_fusion.cc
[WARNING] - Newer opset found for kOnnxDomain.Transpose. Latest:21 Optimizer support ends at 13. File:/home/titaiwang/onnxruntime/onnxruntime/core/optimizer/gemm_transpose_fusion.cc
[ERROR] - Symbolic name of 'ignorable_nodes[index].first' found for op. Please check manually. File:/home/titaiwang/onnxruntime/onnxruntime/core/optimizer/matmul_bn_fusion.cc
[ERROR] - Symbolic name of 'dest.first' found for op. Please check manually. File:/home/titaiwang/onnxruntime/onnxruntime/core/optimizer/matmul_bn_fusion.cc
[WARNING] - Newer opset found for kOnnxDomain.Conv. Latest:22 Optimizer support ends at 11. File:/home/titaiwang/onnxruntime/onnxruntime/core/optimizer/pad_fusion.cc
[WARNING] - Newer opset found for kOnnxDomain.AveragePool. Latest:22 Optimizer support ends at 19. File:/home/titaiwang/onnxruntime/onnxruntime/core/optimizer/pad_fusion.cc
[WARNING] - Newer opset found for kOnnxDomain.MaxPool. Latest:22 Optimizer support ends at 12. File:/home/titaiwang/onnxruntime/onnxruntime/core/optimizer/pad_fusion.cc
[WARNING] - Newer opset found for kOnnxDomain.Pad. Latest:21 Optimizer support ends at 19. File:/home/titaiwang/onnxruntime/onnxruntime/core/optimizer/pad_fusion.cc
[WARNING] - Newer opset found for kOnnxDomain.Cast. Latest:21 Optimizer support ends at 13. File:/home/titaiwang/onnxruntime/onnxruntime/core/optimizer/pad_fusion.cc
[WARNING] - Newer opset found for kOnnxDomain.Dropout. Latest:22 Optimizer support ends at 13. File:/home/titaiwang/onnxruntime/onnxruntime/core/optimizer/bias_dropout_fusion.cc
[ERROR] - Failed to find version information for kMSDomain.BitmaskDropout. File:/home/titaiwang/onnxruntime/onnxruntime/core/optimizer/bias_dropout_fusion.cc
[WARNING] - Newer opset found for kOnnxDomain.Clip. Latest:13 Optimizer support ends at 6. File:/home/titaiwang/onnxruntime/onnxruntime/core/optimizer/relu_clip_fusion.cc
[WARNING] - Newer opset found for kOnnxDomain.Cast. Latest:21 Optimizer support ends at 19. File:/home/titaiwang/onnxruntime/onnxruntime/core/optimizer/fast_gelu_fusion.cc
[WARNING] - Newer opset found for kOnnxDomain.Cast. Latest:21 Optimizer support ends at 19. File:/home/titaiwang/onnxruntime/onnxruntime/core/optimizer/fast_gelu_fusion.cc
[WARNING] - Newer opset found for kOnnxDomain.Reshape. Latest:21 Optimizer support ends at 14. File:/home/titaiwang/onnxruntime/onnxruntime/core/optimizer/reshape_fusion.cc
[ERROR] - Failed to find version information for kMSDomain.ConcatTraining. File:/home/titaiwang/onnxruntime/onnxruntime/core/optimizer/reshape_fusion.cc
[WARNING] - Newer opset found for kOnnxDomain.Where. Latest:16 Optimizer support ends at 9. File:/home/titaiwang/onnxruntime/onnxruntime/core/optimizer/not_where_fusion.cc
[WARNING] - Newer opset found for kOnnxDomain.Where. Latest:16 Optimizer support ends at 9. File:/home/titaiwang/onnxruntime/onnxruntime/core/optimizer/not_where_fusion.cc
[WARNING] - Newer opset found for kOnnxDomain.Conv. Latest:22 Optimizer support ends at 11. File:/home/titaiwang/onnxruntime/onnxruntime/core/optimizer/conv_mul_fusion.cc
[ERROR] - Symbolic name of 'QOpName' found for op. Please check manually. File:/home/titaiwang/onnxruntime/onnxruntime/core/optimizer/qdq_transformer/qdq_util.cc
[ERROR] - Symbolic name of 'QOpName' found for op. Please check manually. File:/home/titaiwang/onnxruntime/onnxruntime/core/optimizer/qdq_transformer/qdq_util.cc
[ERROR] - Symbolic name of 'DQOpName' found for op. Please check manually. File:/home/titaiwang/onnxruntime/onnxruntime/core/optimizer/qdq_transformer/qdq_util.cc
[ERROR] - Symbolic name of 'DQOpName' found for op. Please check manually. File:/home/titaiwang/onnxruntime/onnxruntime/core/optimizer/qdq_transformer/qdq_util.cc
[ERROR] - Call/Declaration is split over multiple lines. Please check manually.File:/home/titaiwang/onnxruntime/onnxruntime/core/optimizer/qdq_transformer/avx2_weight_s8_to_u8.cc Line:170
[WARNING] - Newer opset found for kOnnxDomain.MaxPool. Latest:22 Optimizer support ends at 12. File:/home/titaiwang/onnxruntime/onnxruntime/core/optimizer/qdq_transformer/qdq_propagation.cc
[ERROR] - Symbolic name of 'current_node.OpType(' found for op. Please check manually. File:/home/titaiwang/onnxruntime/onnxruntime/core/optimizer/compute_optimizer/upstream_transformer_base.cc
[WARNING] - Newer opset found for kOnnxDomain.Reshape. Latest:21 Optimizer support ends at 14. File:/home/titaiwang/onnxruntime/onnxruntime/core/optimizer/compute_optimizer/upstream_reshape.cc
[WARNING] - Newer opset found for kOnnxDomain.Transpose. Latest:21 Optimizer support ends at 13. File:/home/titaiwang/onnxruntime/onnxruntime/core/optimizer/attention_fusion_helper.h
```
2025-01-16 11:26:34 -08:00
..
c_cxx Remove extraneous javascript includes (#17558) 2023-09-14 20:43:24 -07:00
execution_providers/images
images
python Use ruff as the formatter to replace black-isort (#23397) 2025-01-16 11:14:15 -08:00
ABI_Dev_Notes.md Fix a typo in ABI_Dev_Notes.md (#17832) 2023-10-09 07:51:34 -07:00
Android_testing.md
C_API_Guidelines.md
cmake_guideline.md
Coding_Conventions_and_Standards.md Update python version metadata (remove 3.7, 3.8, 3.9; add 3.13). (#23067) 2024-12-17 10:59:20 -08:00
ContribOperators.md [Bug Fix] Missing CustomOp SchemaRegister when generator EPContext ONNX model (#23091) 2024-12-19 16:47:13 -08:00
FAQ.md [Technical docs] Fixed a couple of old links in FAQ.md (#17415) 2023-09-26 13:38:24 -07:00
How_To_Update_ONNX_Dev_Notes.md Register opset 22 (#23344) 2025-01-16 11:26:34 -08:00
Memory_Optimizer.md Flash attention recompute (#20603) 2024-05-21 13:38:19 +08:00
Model_Test.md Update docs/Model_Test.md (#11466) 2024-05-15 11:33:11 -07:00
NotesOnThreading.md
ONNX_Runtime_Server_Usage.md
onnxruntime_dependencies.dot
onnxruntime_dependencies.png
onnxruntime_extensions.md Remove the extensions submodule (#17097) 2023-08-14 10:16:33 -07:00
OperatorKernels.md Register opset 22 (#23344) 2025-01-16 11:26:34 -08:00
ORT_Format_Update_in_1.13.md
ORT_Use_Triton_Kernel.md Rename a mispelled filename in the documentation (#21066) 2024-06-17 18:18:41 +02:00
ORTModule_Convergence_Notes.md Fix and enable few ORTModule Unit Tests (#19847) 2024-03-12 10:49:19 +08:00
ORTModule_ModuleWithLoss_Wrapper.md add steps to write modulewithloss wrapper (#16486) 2023-07-11 09:07:35 +08:00
ORTModule_PythonOp_Notes.md Add document for PythonOp (#17888) 2023-10-12 08:36:22 +08:00
ORTModule_Training_Guidelines.md Adds ATen fallback for scaled_dot_product_attention (#21107) 2024-07-22 16:37:04 -07:00
PR_Guidelines.md
Privacy.md
Reduced_Operator_Kernel_build.md
ReleaseManagement.md
Roadmap.md
Server.md
Versioning.md
WinML_principles.md