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iree-test-suites

Test suites for IREE and related projects.

🚧🚧🚧 Under construction 🚧🚧🚧

See https://groups.google.com/g/iree-discuss/c/GIWyj8hmP0k/ for context.

Test suites

linalg_ops/ : 'linalg' and related ops

Test Linalg Ops

  • Generated tests for matrix multiplication using the MLIR 'linalg' dialect (tests for other ops like 'attention' and 'convolution' are planned).
  • Built with cmake and run via ctest (for now?).

onnx_models/ : Open Neural Network Exchange models

Test ONNX Models

  • Tests that import, compile, and run ONNX models through IREE then compare the outputs against a reference (ONNX Runtime).
  • Runnable via pytest.

onnx_ops/ : Open Neural Network Exchange operations

Test ONNX Ops

  • 1250+ tests for ONNX framework operators.
  • Runnable via pytest using a configurable set of flags to iree-compile and iree-run-module.