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results/phase2_hyperparam_sweep.tsv
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# Provenance:
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# Script: /media/drn2/External/TARA-Oceans/03_analyses/WorldModelApp/scripts/t13_hyperparam_sweep_20260127_130000.py
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# Input: data/consolidated_*.npy
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# Date: 2026-01-27 11:11:45
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# Integrity Check: PASSED
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# Sweep fold: Atlantic (train=1166, val=644)
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# Seeds: [42, 123, 456]
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# Total runs: 54
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# Total time: 214.4s
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rank latent_dim dropout vicreg_name lambda_inv lambda_var lambda_cov params avg_val_total std_val_total avg_val_vicreg std_val_vicreg avg_val_pred std_val_pred avg_best_epoch avg_total_epochs
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1 32 0.3 default 25.0 25.0 1.0 53187 41.0513 0.3801 38.9842 0.3581 2.0671 0.0940 93.3 124.3
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2 16 0.3 default 25.0 25.0 1.0 47971 41.4175 0.1648 38.5001 0.3509 2.9174 0.2140 55.0 86.0
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3 64 0.3 default 25.0 25.0 1.0 63619 41.5387 0.2152 39.8441 0.1480 1.6946 0.1093 53.0 84.0
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4 32 0.5 default 25.0 25.0 1.0 53187 42.2679 0.4086 39.8926 0.3256 2.3753 0.2299 95.3 126.3
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5 64 0.5 default 25.0 25.0 1.0 63619 42.6629 0.2136 40.7232 0.2053 1.9398 0.0119 99.0 130.0
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6 16 0.5 default 25.0 25.0 1.0 47971 42.7192 0.7666 39.4058 0.6577 3.3133 0.1251 85.0 116.0
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7 32 0.3 high_covariance 25.0 25.0 10.0 53187 44.4754 0.0658 42.0758 0.2842 2.3997 0.2471 31.3 62.3
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8 32 0.5 high_covariance 25.0 25.0 10.0 53187 44.5766 0.1755 42.1548 0.1260 2.4218 0.0502 97.7 128.7
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9 16 0.3 high_covariance 25.0 25.0 10.0 47971 44.6007 0.1611 41.2971 0.2733 3.3036 0.2561 20.7 51.7
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10 16 0.5 high_covariance 25.0 25.0 10.0 47971 44.6679 0.2543 41.5494 0.1348 3.1185 0.1669 82.0 113.0
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11 64 0.3 high_covariance 25.0 25.0 10.0 63619 44.7597 0.1318 42.7049 0.0473 2.0548 0.1131 26.7 57.7
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12 64 0.5 high_covariance 25.0 25.0 10.0 63619 45.1327 0.0566 43.1060 0.0578 2.0267 0.0662 80.7 111.7
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13 32 0.3 high_variance 10.0 50.0 1.0 53187 54.4422 0.3234 52.3210 0.3367 2.1212 0.1535 189.0 220.0
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14 16 0.3 high_variance 10.0 50.0 1.0 47971 54.6563 1.5158 51.9949 1.4244 2.6614 0.1281 125.0 156.0
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15 64 0.3 high_variance 10.0 50.0 1.0 63619 58.8333 0.6843 56.4468 0.7851 2.3865 0.1083 181.7 212.7
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16 32 0.5 high_variance 10.0 50.0 1.0 53187 64.8817 0.4122 62.2067 0.2551 2.6750 0.1960 117.7 148.7
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17 16 0.5 high_variance 10.0 50.0 1.0 47971 66.1201 1.5933 62.5705 1.6495 3.5496 0.0724 80.3 111.3
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18 64 0.5 high_variance 10.0 50.0 1.0 63619 68.1778 0.3328 65.7535 0.4273 2.4243 0.1096 163.0 194.0
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