wehub-resource-sync
5cbd3f29e3
Fuzz / Run fuzz harnesses (${{ github.event_name == 'schedule' && 'nightly' || 'smoke' }}) (push) Has been cancelled
Create Releases / call-mac (push) Has been cancelled
Create Releases / call-linux (push) Has been cancelled
Create Releases / call-sdist (push) Has been cancelled
Create Releases / call-win (push) Has been cancelled
Create Releases / call-pyodide (push) Has been cancelled
Windows_No_Exception_CI / build (x64, 3.10) (push) Has been cancelled
Check URLs / build (push) Has been cancelled
Create Releases / Attest CI build artifacts (push) Has been cancelled
Create Releases / Check for Publish release build to pypi (push) Has been cancelled
Create Releases / Check for Publish preview build to test.pypi-weekly (push) Has been cancelled
Create Releases / Publish preview build to test.pypi-weekly (push) Has been cancelled
Create Releases / Check for Publish release build to test.pypi (rc-candidates) (push) Has been cancelled
Create Releases / Publish release build to test.pypi (push) Has been cancelled
Create Releases / Check for Publish preview build to pypi-weekly (push) Has been cancelled
Create Releases / Publish preview build to pypi-weekly (push) Has been cancelled
Create Releases / Publish release build to pypi (push) Has been cancelled
Create Releases / test source distribution (push) Has been cancelled
clang-tidy / clang-tidy (push) Has been cancelled
Lint / Validate SBOM (push) Has been cancelled
Lint / Enforce style (push) Has been cancelled
CI / Test windows-2022, 3.14, External, debug=0, unity_build=0, onnx_ml=1, autogen=0 (push) Has been cancelled
CI / Test windows-latest, 3.10, Internal, debug=0, unity_build=0, onnx_ml=1, autogen=0 (push) Has been cancelled
CI / Test windows-latest, 3.14, Internal, debug=0, unity_build=0, onnx_ml=1, autogen=0 (push) Has been cancelled
CI / Test windows-latest, 3.14t, Internal, debug=0, unity_build=0, onnx_ml=1, autogen=0 (push) Has been cancelled
CI / Test ubuntu-24.04, 3.14, Internal, debug=1, unity_build=0, onnx_ml=1, autogen=0 (push) Has been cancelled
CI / Test ubuntu-24.04, 3.14, External, debug=0, unity_build=1, onnx_ml=1, autogen=1 (push) Has been cancelled
CI / Test ubuntu-24.04, 3.14, External, debug=0, unity_build=0, onnx_ml=0, autogen=0 (push) Has been cancelled
CI / Test macos-latest, 3.10, Internal, debug=0, unity_build=0, onnx_ml=1, autogen=0 (push) Has been cancelled
CI / Test macos-latest, 3.14, Internal, debug=0, unity_build=0, onnx_ml=1, autogen=0 (push) Has been cancelled
CI / Test macos-latest, 3.14t, Internal, debug=0, unity_build=0, onnx_ml=1, autogen=0 (push) Has been cancelled
CI / Test ubuntu-24.04, 3.14, External, debug=0, unity_build=0, onnx_ml=1, autogen=0 (push) Has been cancelled
CI / Test ubuntu-24.04, 3.10, Internal, debug=0, unity_build=0, onnx_ml=1, autogen=0 (push) Has been cancelled
CI / Test ubuntu-24.04, 3.14, Internal, debug=0, unity_build=0, onnx_ml=1, autogen=0 (push) Has been cancelled
CI / Test ubuntu-24.04, 3.14t, Internal, debug=0, unity_build=0, onnx_ml=1, autogen=0 (push) Has been cancelled
Pixi CI / Install and lint (ubuntu-24.04-arm) (push) Has been cancelled
Pixi CI / Install and lint (windows-2022) (push) Has been cancelled
Pixi CI / Xcode generator build (push) Has been cancelled
Pixi CI / Install and test (macos-latest, default) (push) Has been cancelled
Pixi CI / Install and test (ubuntu-24.04-arm, default) (push) Has been cancelled
Pixi CI / Install and test (ubuntu-latest, default) (push) Has been cancelled
Pixi CI / Install and test (windows-2022, default) (push) Has been cancelled
Pixi CI / Install and test (macos-latest, oldies) (push) Has been cancelled
Pixi CI / Install and test (ubuntu-24.04-arm, oldies) (push) Has been cancelled
Pixi CI / Install and test (ubuntu-latest, oldies) (push) Has been cancelled
Pixi CI / Install and test (windows-2022, oldies) (push) Has been cancelled
CodeQL / Analyze (actions) (push) Has been cancelled
CodeQL / Analyze (cpp) (push) Has been cancelled
CodeQL / Analyze (python) (push) Has been cancelled
Copilot Setup Steps / copilot-setup-steps (push) Has been cancelled
Generate and publish ONNX docs / build (push) Has been cancelled
Generate and publish ONNX docs / deploy (push) Has been cancelled
Scorecard supply-chain security / Scorecard analysis (push) Has been cancelled
1.7 KiB
1.7 KiB
- Feature Name: Adding Function into ONNX
- Start Date: 2019-04-29
- RFC PR: onnx/onnx#1978
- Status: unclear (historical)
- Authors:
- jspisak
Proposal Adding Function into ONNX
Motivation:
-
Reduce number of primitive operators in ONNX To make it easier for hardware vendors to follow ONNX, we want to make it possible to define composite operators in terms of more primitive operators, reducing the number of kernels which must be directly implemented. For example, FC should be declared to be a composition MatMul and Add.
-
Expose customize function capability for graph optimization. To provide a mechanism of doing graph optimization, say, kernel fusion (merge a subgraph into one node with generated efficient kernel codes). This will in turn help HW acceleration, since common-patterns of kernel fusion may be pre-defined as common functions in ONNX and no sub-graph (function) finding needed for kernel fusion anymore. For example, subgraph having "Add", "Sigmoid", "Tanh", "Mul" nodes could be merged into one fusion node with generated cuda kernel containing "+", "sigmoidf", "tanhf", "*".
-
Provide a flexible RNN implementation. To define a library of RNN cells and allow the user to write a custom one.
MAJOR CHANGES:
- FunctionProto added to represent a function.
- FunctionSetProto added to represent a function set.
- AttributeProto updated to support function attribute type and allow attribute reference.
- ModelProto updated to contain customized function set.
Prototype details can be found here