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onnx-array-api 0.3.1 documentation
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onnx-array-api 0.3.1 documentation

Contents

  • Tutorial
    • 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
      • First examples with onnx-array-api
      • First examples with onnxruntime
    • Tools
    • 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.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
    • Difficulty to implement an Array API for ONNX
  • command lines
  • Example gallery
    • 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

More

  • Change Logs
  • License
  • Long outputs uneasy to see
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Tools¶

Some of useful tools.

Text representation¶

Plotting a graph is great but difficult to read when the graph is big and it is slow. onnx_array_api.plotting.text_plot.onnx_simple_text_plot() prints out a text representation.

Differences between two models¶

How to understand the differences between two models assuming they are producing the same outputs? Example Compares the conversions of the same model with different options shows how to do it.

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Benchmarks
Previous
First examples with onnxruntime
Copyright © 2023-2024, Xavier Dupré
Made with Sphinx and @pradyunsg's Furo
On this page
  • Tools
    • Text representation
    • Differences between two models