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{
"description": "Training loss decrease (loss[ep1] - loss[ep30]) for SB+pen, CB+pen, DFA+pen 3-seed. Used in \u00a74 \u00b64 functional triangulation alongside nudging test.",
"per_method": {
"state_bridge": {
"per_seed": {
"42": {
"ep1_loss": 2.0474753201293945,
"ep30_loss": 1.5901478890609742,
"decrease": 0.45732743106842033
},
"123": {
"ep1_loss": 2.0394552979278564,
"ep30_loss": 1.5955050112533569,
"decrease": 0.44395028667449954
},
"456": {
"ep1_loss": 2.0369125997924806,
"ep30_loss": 1.5980215132904052,
"decrease": 0.4388910865020754
}
},
"three_seed_mean": 0.44672293474833175,
"three_seed_std_ddof0": 0.007777762456655643
},
"credit_bridge": {
"per_seed": {
"42": {
"ep1_loss": 1.9963660776519776,
"ep30_loss": 1.8736286736679078,
"decrease": 0.12273740398406985
},
"123": {
"ep1_loss": 1.9903950632476806,
"ep30_loss": 1.8727011511993408,
"decrease": 0.11769391204833979
},
"456": {
"ep1_loss": 1.9934451489257812,
"ep30_loss": 1.8695441330337523,
"decrease": 0.12390101589202884
}
},
"three_seed_mean": 0.12144411064147949,
"three_seed_std_ddof0": 0.0026940044894884965
},
"dfa": {
"per_seed": {
"42": {
"ep1_loss": 1.9962164908218383,
"ep30_loss": 1.8923273934555054,
"decrease": 0.1038890973663329
},
"123": {
"ep1_loss": 1.9917970180892943,
"ep30_loss": 1.9041575216674804,
"decrease": 0.0876394964218139
},
"456": {
"ep1_loss": 1.9882178707504272,
"ep30_loss": 1.8952873357391358,
"decrease": 0.09293053501129145
}
},
"three_seed_mean": 0.09481970959981274,
"three_seed_std_ddof0": 0.006767033726504009
}
}
}
|
