| epoch,total_loss,l1_loss,l1_loss_pct,latent_code_regularization_loss,latent_code_regularization_loss_pct,hierarchy_loss,hierarchy_loss_pct,classification_head_loss,classification_head_loss_pct,l1_loss_0,l1_loss_0_pct,epoch_time_s | |
| 200,0.009942372048860544,0.004586255688169231,46.13,0.005296630804005959,53.27,4.377025210213678e-05,0.44,1.5715254844446013e-05,0.16,0.004586255688169231,46.13,22.071525812149048 | |
| 500,0.012729981084902808,0.0028503204421586777,22.39,0.009832934795381271,77.24,4.6369097218888636e-05,0.36,3.568150651900608e-07,0.0,0.0028503204421586777,22.39,22.277355194091797 | |
| 1000,0.011790659100021401,0.0018198835003279048,15.43,0.009925642777999786,84.18,4.508177473376049e-05,0.38,5.106897135009131e-08,0.0,0.0018198835003279048,15.43,22.401323080062866 | |
| 1500,0.01144696149515779,0.0014731713175161244,12.87,0.009925707830243732,86.71,4.80501501641973e-05,0.42,3.2293979794731476e-08,0.0,0.0014731713175161244,12.87,22.34743356704712 | |
| 2000,0.008035869924479152,0.001371487172971135,17.07,0.006614275627501615,82.31,5.0081815653070344e-05,0.62,2.527970450323867e-08,0.0,0.001371487172971135,17.07,22.334057331085205 | |
| 2500,0.004697176525752022,0.001341278074717481,28.55,0.0033066654131326772,70.4,4.920363059918849e-05,1.05,2.9415427634017908e-08,0.0,0.001341278074717481,28.55,22.45562219619751 | |
| 3000,0.0013654120091017182,0.001317903855560373,96.52,0.0,0.0,4.7486109557611016e-05,3.48,2.204926931448207e-08,0.0,0.001317903855560373,96.52,22.456211805343628 | |