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onnx-array-api 0.1.2 documentation
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onnx-array-api 0.1.2 documentation

Contents

  • Tutorial
    • Many ways to implement a custom graph in ONNX
    • Light API for ONNX: everything in one line
    • Numpy API for ONNX
      • First examples with onnx-array-api
      • First examples with onnxruntime
    • Benchmarks
      • Benchmark of TreeEnsemble implementation
  • API
    • onnx_array_api.array_api
      • onnx_array_api.array_api.onnx_numpy
      • onnx_array_api.array_api.onnx_ort
      • onnx_array_api.npx.npx_array_api
    • onnx_array_api.light_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
    • Difficulty to implement an Array API for ONNX
  • Example gallery
    • About float 8
    • First examples with onnx-array-api
    • First examples with onnxruntime
    • Optimization with onnxruntime
    • Profiling with onnxruntime
    • Benchmark of TreeEnsemble implementation

More

  • Change Logs
  • License
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Technical Details#

  • 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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Difficulty to implement an Array API for ONNX
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