Bump onnx from 1.13.0 to 1.16.0 in /deploying_service/deploying_pytorch/convert_openvino/convert_resnet34

[dependabot[bot]]

Bumps onnx from 1.13.0 to 1.16.0.

Release notes

Sourced from onnx's releases.

v1.16.0

ONNX v1.16.0 is now available with exciting new features! We would like to thank everyone who contributed to this release! Please visit onnx.ai to learn more about ONNX and associated projects.

Key Updates

ai.onnx Opset 21

• Update to support int4 and uint4:
  • Cast, CastLike, Constant, ConstantOfShape, Identity, If, Loop, Reshape, Scan, Shape, Size
• Update to support float8e4m3fnuz, float8e5m2, float8e5m2fnuz, int4 and uint4:
  • Flatten, Pad, Squeeze, Transpose, Unsqueeze
• Support blocked quantization. Support int4, uint4, int16, and uint16:
  • DequantizeLinear, QuantizeLinear,
• Support bfloat16 and float16 scales. Support float8e4m3fn, float8e4m3fnuz, float8e5m2, float8e5m2fnuz quantized tensors:
  • QLinearMatMul,
• Add stash_type attribute and change input shape of scale and bias from (G) to (C) for GroupNormalization

ai.onnx.ml Opset 4

• Addeded new operator TreeEnsemble

IR Version 10

• Added support for UINT4, INT4 types
• GraphProto, FunctionProto, NodeProto, TensorProto added metadata_props field
• FunctionProto added value_info field
• FunctionProto and NodeProto added overload field to support overloaded functions.

Python Changes

• Support registering custom OpSchemas via Python interface
• Support Python3.12

Security Updates

• Fix path sanitization bypass leading to arbitrary read (CVE-2024-27318)
• Fix Out of bounds read due to lack of string termination in assert (CVE-2024-27319)

Deprecation notice

• Deprecated using C++14 to compile ONNX from source. Use C++17 instead #5612
• Deprecated TreeEnsembleClassifier and TreeEnsembleRegressor
• Remove FormalParameter properties that were depreciated in ONNX 1.14 by 5074

Bug fixes and infrastructure improvements

• Enable empty list of values as attribute (#5559)
• Add backward conversions from 18->17 for reduce ops (#5606)
• DFT-20 version converter (#5613)
• Fix version-converter to generate valid identifiers (#5628)
• Reserve removed proto fields (#5643)
• Cleanup shape inference implementation (#5596)
• Do not use LFS64 on non-glibc linux (#5669)
• Drop "one of" default attribute check in LabelEncoder (#5673)
• TreeEnsemble base values for the reference implementation (#5665)
• Parser/printer support external data format (#5688)
• [cmake] Place export target file in the correct directory (#5677)

... (truncated)

Commits

• 990217f Set version number for official release (#6033)
• 2159934 [Cherry-pick] Fix builds from source and pip tar.gz on s390x systems (#5986)
• f46a3f8 [Cherry-pick] Use CMAKE_PREFIX_PATH in finding libprotobuf (#5975) (#5997)
• c867683 [Cherry-pick]Fix SegFault bug in shape inference (#5995)
• e6ff7b9 [Cherry-pick] Fix unique_name (#5994)
• 34e00dd Set version in rel-1.16.0 to 1.16.0rc2 (#5987)
• 309a0b0 [Cherry-pick] Fix Check URLs errors in rel-1.16 (#5973)
• 69ec4b6 Set version in rel-1.16.0 to 1.16.0rc1 (#5969)
• ff60ddc Update top-k documentation (#5948)
• 833575e Prepare for rel-1.16.0 (#5959)
• Additional commits viewable in compare view

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