Commits
Ti-Tai Wang authored and GitHub committed a08211febb4
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
```