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    "late invalid input before any forward",
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  "cross_batch_tolerance": 2e-05,
  "device": "AMD GPU / ROCm",
  "limits": "Technical compatibility validation on synthetic unlabeled cases; not evidence of accuracy, calibration or latency gains.",
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