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onnx-array-api 0.3.1 documentation

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onnx-array-api 0.3.1 documentation

Contents

Tutorial
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- Many ways to implement a custom graph in ONNX
- GraphBuilder: common API for ONNX
- Light API for ONNX: everything in one line
- Numpy API for ONNX
  Toggle navigation of Numpy API for ONNX
  - First examples with onnx-array-api
  - First examples with onnxruntime
- Tools
- Benchmarks
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  - Benchmark of TreeEnsemble implementation
API
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- onnx_array_api.array_api
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  - onnx_array_api.array_api.onnx_numpy
  - onnx_array_api.array_api.onnx_ort
  - onnx_array_api.npx.npx_array_api
- onnx_array_api.graph_api
- onnx_array_api.light_api
- onnx_array_api.translate_api
- npx_core_api
- npx.npx_functions
- npx_jit_eager
- npx.npx_numpy_tensors
- npx_tensors
- npx.npx_types
- Shortcuts
- npx.npx_var
- onnx tools
- ort
- plotting
- reference
- tools
- profiling
- Float 8
- validation.docs
Technical Details
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- Difficulty to implement an Array API for ONNX
command lines
Example gallery
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npx_core_api ¶

cst¶

onnx_array_api.npx.npx_core_api.cst(*args,**kwargs)[source]¶: Wraps a call to the building of classCst.

make_tuple¶

onnx_array_api.npx.npx_core_api.make_tuple(n_elements_or_first_variable:int|Var,*args:Sequence[Var],**kwargs:Dict[str,Any])→Var[source]¶: Wraps a call to the building of classTuple.n_elements_or_first_variableis the number of elements in the tuple or the number ofdetected arguments if not specified.

tuple_var¶

onnx_array_api.npx.npx_core_api.tuple_var(*args:Sequence[Var])→Var[source]¶: Tie many results all together before being returned by a function.

npxapi_inline¶

onnx_array_api.npx.npx_core_api.npxapi_inline(fn)[source]¶: Decorator to use before any function using part of the numpy API.The function inspects the input and decides which version of the functionto call.

npxapi_function¶

onnx_array_api.npx.npx_core_api.npxapi_function(fn)[source]¶: Decorator to use before any function using part of the numpy API.The function inspects the input and decides which version of the functionto call.

var¶

onnx_array_api.npx.npx_core_api.var(*args:Sequence[Var],**kwargs:Dict[str,Any])→Var[source]¶: Wraps a call to the building of classVar.

npx_core_api

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