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ONNX_Models / scripts /README.md
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Finalize public ONNX/ONNX-MLIR validation release
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์žฌํ˜„ ์ฝ”๋“œ

๋ชฉ์  ์‹คํ–‰ ํŒŒ์ผ
๋ชจ๋ธ ํ•˜๋‚˜ ์‹คํ–‰ run_model.py
21๊ฐœ ๋ชจ๋ธ ONNX ๋ณ€ํ™˜ run_batch.py
ONNX-MLIR ๋ณ€ํ™˜ run_mlir_batch.py
ํ˜„์žฌ MLIR ๊ฒฐ๊ณผ์˜ ๋‹จ๊ณ„ยท์ฒดํฌ์„ฌ ํ‘œ ์ƒ์„ฑ build_ir_stage_coverage.py
Netron ๊ทธ๋ž˜ํ”„ ์ƒ์„ฑ run_netron_checks.py
ONNX Dialect ์ •์  ์ˆœ์„œยทSSA ๊ทธ๋ž˜ํ”„ 42๊ฐœ ์ƒ์„ฑ run_mlir_graph_checks.py
์ •ํ™•๋„ CSV ์ƒ์„ฑ run_model_accuracy_summary.py

run_mlir_graph_checks.py๋Š” ๊ณต๊ฐœ ๊ฒฐ๊ณผ์™€ ๊ฐ™์€ ONNX Dialect FP32ยท์–‘์žํ™” ๊ทธ๋ž˜ํ”„๋งŒ ์ƒ์„ฑํ•œ๋‹ค. Affine/SCF/MemRef ๋ณด์กฐ ๊ทธ๋ž˜ํ”„์™€ ๋‚ด๋ถ€ operationยทSSA CSV package๋Š” ๊ณต๊ฐœ ์žฌํ˜„ ๋ฒ”์œ„์— ํฌํ•จํ•˜์ง€ ์•Š๋Š”๋‹ค.

stages/์—๋Š” ๋ชจ๋ธ ๋‹ค์šด๋กœ๋“œ, ๋ณ€ํ™˜, ONNX Runtime ๋น„๊ต, ์ •ํ™•๋„ ํ‰๊ฐ€๋ฅผ ์ˆ˜ํ–‰ํ•˜๋Š” ๋‹จ๊ณ„๋ณ„ ๊ตฌํ˜„์ด ์žˆ๋‹ค. validate_* ํŒŒ์ผ์€ ์ƒ์„ฑ ๊ฒฐ๊ณผ๋ฅผ ๋‹ค์‹œ ๊ณ„์‚ฐํ•˜๊ฑฐ๋‚˜ ์ฒดํฌ์„ฌ์„ ํ™•์ธํ•œ๋‹ค.