File size: 1,612 Bytes
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"protocol": "ex_hypothesis_protocol_v1",
"baseline": {
"hypothesis_id": "gru_baseline",
"family": "baseline",
"task_id": "example",
"capability": {
"test_accuracy": 0.81,
"epochs_to_80": 12,
"area_under_curve": null,
"param_count": 100000,
"wall_time_ms": null
},
"adaptation": null,
"retention": {
"task_a_after_a": null,
"task_a_after_b": null,
"forgetting": 0.18
},
"elasticity": null,
"internal": null,
"notes": null
},
"candidates": [
{
"run": {
"hypothesis_id": "gru_adaptive_decay",
"family": "adaptive_decay",
"task_id": "example",
"capability": {
"test_accuracy": 0.83,
"epochs_to_80": 9,
"area_under_curve": null,
"param_count": 102000,
"wall_time_ms": null
},
"adaptation": null,
"retention": {
"task_a_after_a": null,
"task_a_after_b": null,
"forgetting": 0.09
},
"elasticity": null,
"internal": {
"temperature_delta": -0.07,
"participation_ratio_initial": 1.2,
"participation_ratio_final": 2.8,
"surprise_mean": null
},
"notes": "Example only. Replace with real experiment output."
},
"vs_baseline": {
"accuracy_delta": 0.019999999999999907,
"sample_efficiency_delta": 3,
"forgetting_delta": 0.09,
"recovery_delta": null,
"elasticity_gain_delta": null
},
"promotion_reasons": ["wins_retention"]
}
]
}
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