{ "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 } } }