Bump onnx from 1.14.0 to 1.16.1

[dependabot[bot]]

Bumps onnx from 1.14.0 to 1.16.1.

Release notes

Sourced from onnx's releases.

v1.16.1

ONNX v1.16.1 is a patch release based on v1.16.0.

Bug fixes

• Prevent crash on import after GCC 8 builds #6048
• Add missing shape inference check for DequantizeLinear #6080
• Fix input names for quantize/dequantize ONNX backend tests #6122
• fix a skipped shape infer code #6049

Please visit onnx.ai to learn more about ONNX and associated projects.

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

... (truncated)

Commits

• 595228d Pin onnxruntime to 1.17.3 for release CIs (#6143) (#6148)
• 52ebb5d Set version number for official 1.16.1 release (#6138)
• f0f5a4a Set 1.16.1 VERSION_NUMBER to 1.16.1rc1 (#6107)
• 11e7d08 1.16.1 cherry picks (#6108)
• 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)
• Additional commits viewable in compare view

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