Integrate onnx 1.17.0

[liqunfu]

Description

for ORT 1.21.0 release

Create following related issues to track skipped tests due to updated ONNX operators in the ONNX 1.17.0 release:
#23162
#23164
#23163
#23161

Motivation and Context

[guschmue]

this pr is not complete, tests etc need to be aware of the new onnx version.
we are going to take a look at the ort-web part.

[jywu-msft]

the disabled onnx_test_runner testing in qnn ep pipelines are failing on "test_reduce_max_empty_set" running on CPU EP , so it's not specifically a QNN EP issue.

[yf711]

For failing test_reduce_max_empty_set, it seems ORT CPUEP fail to yield -inf array when data input is empty set, according to ReduceMax def

Here's error log when testing onnx/backend/test/data/node/test_reduce_max_empty_set:

[E:onnxruntime:, sequential_executor.cc:516 ExecuteKernel] Non-zero status code returned while running ReduceMax node. Name:'' Status Message:
Traceback (most recent call last):
  File "/root/Documents/ort-cpu/Release/_deps/onnx-src/onnx/backend/test/data/node/test_reduce_max_empty_set/test.py", line 17, in <module>
    outputs = sess.run(
              ^^^^^^^^^
  File "/miniconda/lib/python3.12/site-packages/onnxruntime/capi/onnxruntime_inference_collection.py", line 220, in run
    return self._sess.run(output_names, input_feed, run_options)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
onnxruntime.capi.onnxruntime_pybind11_state.RuntimeException: [ONNXRuntimeError] : 6 : RUNTIME_EXCEPTION : Non-zero status code returned while running ReduceMax node. Name:'' Status Message:

Btw, when testing test_reduce_min_empty_set, ORT-CPU EP is able to yield [array([[[inf, inf, inf, inf]] when input data is [2,?,4] and input axes [1]
(for reduceMin op, it yields +inf when input is empty set theoretically)

[github-actions]

You can commit the suggested changes from lintrunner.

[liqunfu]

For failing test_reduce_max_empty_set, it seems ORT CPUEP fail to yield -inf array when data input is empty set, according to ReduceMax def

Here's error log when testing onnx/backend/test/data/node/test_reduce_max_empty_set:

[E:onnxruntime:, sequential_executor.cc:516 ExecuteKernel] Non-zero status code returned while running ReduceMax node. Name:'' Status Message:
Traceback (most recent call last):
  File "/root/Documents/ort-cpu/Release/_deps/onnx-src/onnx/backend/test/data/node/test_reduce_max_empty_set/test.py", line 17, in <module>
    outputs = sess.run(
              ^^^^^^^^^
  File "/miniconda/lib/python3.12/site-packages/onnxruntime/capi/onnxruntime_inference_collection.py", line 220, in run
    return self._sess.run(output_names, input_feed, run_options)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
onnxruntime.capi.onnxruntime_pybind11_state.RuntimeException: [ONNXRuntimeError] : 6 : RUNTIME_EXCEPTION : Non-zero status code returned while running ReduceMax node. Name:'' Status Message:

Btw, when testing test_reduce_min_empty_set, ORT-CPU EP is able to yield [array([[[inf, inf, inf, inf]] when input data is [2,?,4] and input axes [1] (for reduceMin op, it yields +inf when input is empty set theoretically)

Thanks for the investigation. It is a bug in ORT. the issue is fixed in this PR.

[liqunfu]

the disabled onnx_test_runner testing in qnn ep pipelines are failing on "test_reduce_max_empty_set" running on CPU EP , so it's not specifically a QNN EP issue.

This was a bug in ORT which is fixed with this PR.

[liqunfu]

the failing CIs are existing issues

[yf711]

For failing test_reduce_max_empty_set, it seems ORT CPUEP fail to yield -inf array when data input is empty set, according to ReduceMax def
Here's error log when testing onnx/backend/test/data/node/test_reduce_max_empty_set:

[E:onnxruntime:, sequential_executor.cc:516 ExecuteKernel] Non-zero status code returned while running ReduceMax node. Name:'' Status Message:
Traceback (most recent call last):
  File "/root/Documents/ort-cpu/Release/_deps/onnx-src/onnx/backend/test/data/node/test_reduce_max_empty_set/test.py", line 17, in <module>
    outputs = sess.run(
              ^^^^^^^^^
  File "/miniconda/lib/python3.12/site-packages/onnxruntime/capi/onnxruntime_inference_collection.py", line 220, in run
    return self._sess.run(output_names, input_feed, run_options)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
onnxruntime.capi.onnxruntime_pybind11_state.RuntimeException: [ONNXRuntimeError] : 6 : RUNTIME_EXCEPTION : Non-zero status code returned while running ReduceMax node. Name:'' Status Message:

Btw, when testing test_reduce_min_empty_set, ORT-CPU EP is able to yield [array([[[inf, inf, inf, inf]] when input data is [2,?,4] and input axes [1] (for reduceMin op, it yields +inf when input is empty set theoretically)

Thanks for the investigation. It is a bug in ORT. the issue is fixed in this PR.

Thanks for the fix! This looks good to me