{ "status": "passed", "conversations": [ "20", "21" ], "positive_events": 148, "negative_spans": 94, "plan": { "protocol": "turn-export-pilot-20261030-v1", "conversations": [ "20", "21" ], "dataset": "mundo-ai/turn-benchmark-dev", "dataset_revision": "8fa18a24be51528a45397b35cbcaecd84202062b", "scorer_revision": "38a6f874322430cb3ca71d8a52aa1e636e88bad8", "gold_sha256": "89f7a4cec6b22a8fdc7703ad1b93a603ee752cef7d096a72cd50ff5e3f919b38", "audio_manifest_sha256": "dada2f249539f67c43879e07298d6211aeabfe0a307814ca3c4cad0f7f57b2f9", "p99": { "input": "independent mono channels", "step_samples": 2560, "gate": "saved Silero VAD onset 0.5 / offset 0.35", "minimum_silence_seconds": 0.3, "maximum_silence_seconds": 2.0, "threshold": 0.5, "readout": "latest output available at a completed 160 ms step", "end_of_stream_flush": false }, "vap": { "input": "stereo channel order speaker_1, speaker_2", "window_samples": 320000, "readout_samples": 8000, "readout": "last frame only, timestamped at input window end", "short_context": "leading zeros", "eot_threshold": 0.9161, "refractory_seconds": 2.0, "onnx_threads": 2 }, "threshold_tuning_on_pilot": false, "graphs": { "p99_coreml": "7b7d37a333e098671ddc428d5f5055acc6fbdf1d92383198d815692031201b67", "vap_coreml": "3d856c039e8aff382b71280546ffeaee5e886ddd8804fe1d75be378968e1fd29", "vap_onnx": "8dc413028f9181115ef46eb3260cd2be01aa61cf123711843071e45db5b7133a" } }, "metrics": { "p99-coreml": { "recall": 0.9054054054054054, "fpr": 0.1595744680851064, "tp": 134, "fn": 14, "fp": 15, "tn": 79, "p10_ms": 300.99999999999784, "p50_ms": 1506.0000000000002, "p90_ms": 2058.9999999999914, "runtime": { "requests": 18958, "model_compute_seconds": 65.37459301610943, "compute_rtf_per_conversation": 0.043102675508419036, "request_ms_p50": 3.0113745015114546, "request_ms_p95": 5.207720579346642 }, "predictions_sha256": "3ea95d48d1710faf1de6e47ac05652009348da0b065de68e5890f4e1321769e3" }, "p99-reference": { "recall": 0.9054054054054054, "fpr": 0.1595744680851064, "tp": 134, "fn": 14, "fp": 15, "tn": 79, "p10_ms": 300.99999999999784, "p50_ms": 1506.0000000000002, "p90_ms": 2058.9999999999914, "runtime": { "requests": 18958, "model_compute_seconds": 46.38250518415589, "compute_rtf_per_conversation": 0.03058084154692321, "request_ms_p50": 1.9732710206881166, "request_ms_p95": 4.183964408002792 }, "predictions_sha256": "3ea95d48d1710faf1de6e47ac05652009348da0b065de68e5890f4e1321769e3" }, "vap-coreml": { "recall": 0.8378378378378378, "fpr": 0.02127659574468085, "tp": 124, "fn": 24, "fp": 2, "tn": 92, "p10_ms": 388.9000000000072, "p50_ms": 945.4999999999956, "p90_ms": 2032.1999999999894, "runtime": { "requests": 3032, "model_compute_seconds": 371.5537947830744, "compute_rtf_per_conversation": 0.24497227304359984, "request_ms_p50": 113.04749950068071, "request_ms_p95": 216.1974496615583 }, "predictions_sha256": "7374a1c9409eb97f6d9ced9ee376ae4654931fe5bd4aaae8e11b67c684780e18" }, "vap-onnx": { "recall": 0.8378378378378378, "fpr": 0.02127659574468085, "tp": 124, "fn": 24, "fp": 2, "tn": 92, "p10_ms": 388.9000000000072, "p50_ms": 945.4999999999956, "p90_ms": 2032.1999999999894, "runtime": { "requests": 3032, "model_compute_seconds": 1158.3884125971235, "compute_rtf_per_conversation": 0.7637468557331274, "request_ms_p50": 377.92920850915834, "request_ms_p95": 416.1279473511968 }, "predictions_sha256": "7374a1c9409eb97f6d9ced9ee376ae4654931fe5bd4aaae8e11b67c684780e18" }, "vap-reference": { "recall": 0.8378378378378378, "fpr": 0.02127659574468085, "tp": 124, "fn": 24, "fp": 2, "tn": 92, "p10_ms": 388.9000000000072, "p50_ms": 945.4999999999956, "p90_ms": 2032.1999999999894, "runtime": { "requests": 3032, "model_compute_seconds": 1423.4309210996144, "compute_rtf_per_conversation": 0.9384942723190351, "request_ms_p50": 409.97106197755784, "request_ms_p95": 703.7348371639378 }, "predictions_sha256": "7374a1c9409eb97f6d9ced9ee376ae4654931fe5bd4aaae8e11b67c684780e18" } }, "maximum_probability_errors": { "p99_coreml": 5.270540714263916e-05, "vap_coreml": 1.1324882507324219e-05, "vap_onnx": 9.59634780883789e-06 }, "event_predictions_identical_to_reference": { "p99-coreml": true, "vap-coreml": true, "vap-onnx": true }, "latency_scope": "Offline audio-timeline replay. Request computation is measured separately and excluded from event timestamps.", "hardware": "Apple M5 Pro, 48 GiB; CPU; ONNX Runtime 2 threads", "validation_versions": { "torch": "2.11.0", "torchaudio": "2.11.0", "numpy": "2.2.6", "coremltools": "9.0", "onnxruntime": "1.31.0" }, "saved_Silero_trace_sha256": "6cdf85f35d4e5d0384af85f725c0a896fe1ffd7c4d9b250883560bb9dc5ff216" }