epoch,loss,epoch_time_s,l1_loss,latent_code_regularization_loss,hierarchy_loss,classification_head_loss,mean_size,mean_load_time,mean_load_rate,whole_load_time,mean_vec_length,std_vec_length,l1_loss_0,cls_species_loss,cls_genus_loss,cls_family_loss,cls_position_loss,chamfer_0,chamfer_0_std,chamfer_0_mean,chamfer_0_median,chamfer_0_hist,assd_0,assd_0_std,assd_0_mean,assd_0_median,assd_0_hist
200,0.009942372048860544,22.071525812149048,0.004586255688169231,0.005296630804005959,4.377025210213678e-05,1.5715254844446013e-05,12.200898678082194,0.00017925783923771827,78156.31373792885,0.014069600396504687,0.1231509561408056,0.008847410548223208,0.004586255688169231,0.0007462414405755188,0.0009070803104917366,0.0003181713387077676,0.002484968796847643,0.00011996800374814005,0.0003810903477011796,0.00011996800374814005,2.4727739425882647e-05,<wandb.sdk.data_types.histogram.Histogram object at 0x71ff182487f0>,0.003200015841694771,0.005097307929011087,0.003200015841694771,0.0013576588429532756,<wandb.sdk.data_types.histogram.Histogram object at 0x71fe11553490>
500,0.012729981084902808,22.277355194091797,0.0028503204421586777,0.009832934795381271,4.6369097218888636e-05,3.568150651900608e-07,12.200658438356166,0.000179701403940105,77598.83951514188,0.01395161466919668,0.13658129025812019,0.00019135582579733575,0.0028503204421586777,2.5747254881025583e-05,2.6638605703899958e-05,1.4942654472602728e-05,3.808105763354969e-05,8.884782880075032e-05,0.0003468844103121983,8.884782880075032e-05,2.1486824591788366e-05,<wandb.sdk.data_types.histogram.Histogram object at 0x71ff182501c0>,0.0023516171528089763,0.004510403393751564,0.0023516171528089763,0.001036059438206304,<wandb.sdk.data_types.histogram.Histogram object at 0x71ff1812cc10>
1000,0.011790659100021401,22.401323080062866,0.0018198835003279048,0.009925642777999786,4.508177473376049e-05,5.106897135009131e-08,12.200646075342467,0.0001799469328906438,77825.83919804815,0.013967690130346988,0.13624199122598726,0.0013211953313383338,0.0018198835003279048,5.972477397366898e-06,3.987983535269026e-06,3.1940346992177468e-06,1.931755622033658e-06,7.452579920885416e-05,0.00033256647992382894,7.452579920885416e-05,1.976625606729664e-05,<wandb.sdk.data_types.histogram.Histogram object at 0x71ff182504c0>,0.0019583781303856556,0.004119682816981885,0.0019583781303856556,0.000877495560913658,<wandb.sdk.data_types.histogram.Histogram object at 0x71ff191cdc90>
1500,0.01144696149515779,22.34743356704712,0.0014731713175161244,0.009925707830243732,4.80501501641973e-05,3.2293979794731476e-08,12.200882017123291,0.00017824462831836856,78528.25165858997,0.01399762938692145,0.13684445211332139,0.0001589045030613468,0.0014731713175161244,1.990763530982391e-06,3.851238640263483e-06,6.524984457524774e-06,1.2148894705221127e-06,6.73192506345636e-05,0.00026963822331024605,6.73192506345636e-05,1.939894065464942e-05,<wandb.sdk.data_types.histogram.Histogram object at 0x71ff1824ae90>,0.0018873376000618446,0.0037657150317265053,0.0018873376000618446,0.0008698590641517223,<wandb.sdk.data_types.histogram.Histogram object at 0x71ff183fe9e0>
2000,0.008035869924479152,22.334057331085205,0.001371487172971135,0.006614275627501615,5.0081815653070344e-05,2.527970450323867e-08,12.200831726027397,0.00017981615648966402,78280.41341729129,0.014199369472183594,0.1366315867802868,0.0006755054099102542,0.001371487172971135,1.692618898520578e-06,3.3461441088032387e-06,3.773212121124232e-06,9.959294240930731e-07,6.385282307025533e-05,0.0002697054863489424,6.385282307025533e-05,1.914657791713548e-05,<wandb.sdk.data_types.histogram.Histogram object at 0x71ff18121060>,0.001803655375935511,0.003693158317220326,0.001803655375935511,0.0008616770264283974,<wandb.sdk.data_types.histogram.Histogram object at 0x71fe11553430>
2500,0.004697176525752022,22.45562219619751,0.001341278074717481,0.0033066654131326772,4.920363059918849e-05,2.9415427634017908e-08,12.200859363013699,0.0001859740103216476,77205.58916574712,0.014383564698913871,0.13674192559229184,0.00033523706234481237,0.001341278074717481,2.7754261437882076e-06,3.1425627743645186e-06,1.4983992189608628e-06,1.5490377099259777e-06,5.9973469191149715e-05,0.0002349577832934668,5.9973469191149715e-05,1.9272499881552667e-05,<wandb.sdk.data_types.histogram.Histogram object at 0x71ff18253a30>,0.0017716269907508987,0.0034780463707127316,0.0017716269907508987,0.0008703972813771706,<wandb.sdk.data_types.histogram.Histogram object at 0x71ff181216c0>
3000,0.0013654120091017182,22.456211805343628,0.001317903855560373,0.0,4.7486109557611016e-05,2.204926931448207e-08,12.200818335616438,0.00018559872559760805,75268.38556527885,0.014309408389814367,0.13681461386484642,0.00021378639830301887,0.001317903855560373,1.6637871169677965e-06,2.905608980718747e-06,2.7788617389755428e-06,7.980625479794568e-07,6.265515073349283e-05,0.0002641415928269299,6.265515073349283e-05,1.9012220959150594e-05,<wandb.sdk.data_types.histogram.Histogram object at 0x71ff1824ac20>,0.0017900692753036649,0.0036492859868078585,0.0017900692753036649,0.000862364664521019,<wandb.sdk.data_types.histogram.Histogram object at 0x71ff182513f0>