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ROADMAP.md

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⚠️ NOTE: ONNX Script is in very early and active development and the team anticipates breaking changes as the project evolves. ONNX Script is not ready for production, but early feedback is welcome. ⚠️

ONNX Script Roadmap

  • Improve error-checking and error-handling to identify use of unsupported Python features/constructs as early as possible and report it.

  • Improve documentation and tutorials

  • Features

    • Support nested functions, for use as sub-graphs in ops like Scan
    • Generalize support for break statements in loops
    • Support indexing notation for slicing/gather/scatter operations
    • Improve type-annotation support, especially for tensor shapes
    • Improve support for non-tensor types (sequences, maps, and optional)
    • Improve checking in eager-mode to ensure its semantics is aligned with ONNX semantics
    • Support for variadic inputs/outputs