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onnx-array-api 0.2.0 documentation
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onnx-array-api 0.2.0 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
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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
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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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About float 8
Compares the conversions of the same model with different options
First examples with onnx-array-api
First examples with onnxruntime
Optimization with onnxruntime
Profiling with onnxruntime
Benchmark of TreeEnsemble implementation
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Technical Details
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Difficulty to implement an Array API for ONNX
Performance
Input vs parameter
Tensor type
Inplace
Eager or compilation
Iterators and Reduction
Types
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