onnx opset 17 support

Signed-off-by: Deyu Huang <[email protected]>

Author: hwangdeyu

README.md

@@ -17,8 +17,8 @@ The common issues we run into we try to document here [Troubleshooting Guide](Tr
 
 | Build Type | OS | Python | TensorFlow | ONNX opset | Status |
 | ---        | ---    | ---    | ---        | ---        | ---    |
-| Unit Test - Basic | Linux, MacOS<sup>\*</sup>, Windows<sup>\*</sup> | 3.7-3.10 | 1.13-1.15, 2.1-2.8 | 9-16 | [![Build Status](https://dev.azure.com/tensorflow-onnx/tensorflow-onnx/_apis/build/status/unit_test?branchName=main)](https://dev.azure.com/tensorflow-onnx/tensorflow-onnx/_build/latest?definitionId=16&branchName=main) |
-| Unit Test - Full | Linux, MacOS, Windows | 3.7-3.10 | 1.13-1.15, 2.1-2.8 | 9-16 | [![Build Status](https://dev.azure.com/tensorflow-onnx/tensorflow-onnx/_apis/build/status/unit_test-matrix?branchName=main)](https://dev.azure.com/tensorflow-onnx/tensorflow-onnx/_build/latest?definitionId=18&branchName=main) | |
+| Unit Test - Basic | Linux, MacOS<sup>\*</sup>, Windows<sup>\*</sup> | 3.7-3.10 | 1.13-1.15, 2.1-2.8 | 9-17 | [![Build Status](https://dev.azure.com/tensorflow-onnx/tensorflow-onnx/_apis/build/status/unit_test?branchName=main)](https://dev.azure.com/tensorflow-onnx/tensorflow-onnx/_build/latest?definitionId=16&branchName=main) |
+| Unit Test - Full | Linux, MacOS, Windows | 3.7-3.10 | 1.13-1.15, 2.1-2.8 | 9-17 | [![Build Status](https://dev.azure.com/tensorflow-onnx/tensorflow-onnx/_apis/build/status/unit_test-matrix?branchName=main)](https://dev.azure.com/tensorflow-onnx/tensorflow-onnx/_build/latest?definitionId=18&branchName=main) | |
 <br/>
 
 ## Supported Versions
@@ -27,7 +27,7 @@ The common issues we run into we try to document here [Troubleshooting Guide](Tr
 
 tf2onnx will use the ONNX version installed on your system and installs the latest ONNX version if none is found.
 
-We support and test ONNX opset-9 to opset-16. opset-6 to opset-8 should work but we don't test them.
+We support and test ONNX opset-9 to opset-17. opset-6 to opset-8 should work but we don't test them.
 By default we use ```opset-13``` for the resulting ONNX graph.
 
 If you want the graph to be generated with a specific opset, use ```--opset``` in the command line, for example ```--opset 13```.
@@ -187,7 +187,7 @@ ONNX requires default values for graph inputs to be constant, while Tensorflow's
 
 #### --opset
 
-By default we use the opset 13 to generate the graph. By specifying ```--opset``` the user can override the default to generate a graph with the desired opset. For example ```--opset 16``` would create a onnx graph that uses only ops available in opset 16. Because older opsets have in most cases fewer ops, some models might not convert on a older opset.
+By default we use the opset 13 to generate the graph. By specifying ```--opset``` the user can override the default to generate a graph with the desired opset. For example ```--opset 17``` would create a onnx graph that uses only ops available in opset 17. Because older opsets have in most cases fewer ops, some models might not convert on a older opset.
 
 #### --dequantize
 

ci_build/azure_pipelines/templates/job_generator.yml

@@ -5,7 +5,7 @@ parameters:
   python_versions: ['3.7']
   tf_versions: ['']
   onnx_versions: ['']
-  onnx_opsets: ['16', '15', '14', '13', '12', '11', '10', '9']
+  onnx_opsets: ['17', '16', '15', '14', '13', '12', '11', '10', '9']
   onnx_backends: {onnxruntime: ['1.12.0']}
   job: {}
   run_setup: 'True'

ci_build/azure_pipelines/templates/unit_test.yml

@@ -1,7 +1,7 @@
 # Run unit test
 
 parameters:
-    onnx_opsets: ['16', '15', '14', '13', '12', '11', '10', '9']
+    onnx_opsets: ['17', '16', '15', '14', '13', '12', '11', '10', '9']
     skip_tflite_tests: 'True'
     skip_tfjs_tests: 'True'
     skip_tf_tests: 'False'