lombardata's picture
Evaluation on the test set completed on 2024_11_14.
fd90411 verified
raw
history blame
53.8 kB
{
"best_metric": 0.46430692076683044,
"best_model_checkpoint": "/home/datawork-iot-nos/Seatizen/models/multilabel/drone/drone-DinoVdeau-from-probs-large-2024_11_14-batch-size16_freeze_probs/checkpoint-36792",
"epoch": 94.0,
"eval_steps": 500,
"global_step": 41172,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"eval_explained_variance": 0.3296825587749481,
"eval_kl_divergence": 0.9903448224067688,
"eval_loss": 0.4933677613735199,
"eval_mae": 0.129361093044281,
"eval_rmse": 0.18249033391475677,
"eval_runtime": 70.7501,
"eval_samples_per_second": 33.272,
"eval_steps_per_second": 2.092,
"learning_rate": 0.001,
"step": 438
},
{
"epoch": 1.1415525114155252,
"grad_norm": 0.5407673120498657,
"learning_rate": 0.001,
"loss": 0.5313,
"step": 500
},
{
"epoch": 2.0,
"eval_explained_variance": 0.37307724356651306,
"eval_kl_divergence": 0.6847184896469116,
"eval_loss": 0.47886165976524353,
"eval_mae": 0.12624560296535492,
"eval_rmse": 0.1715712547302246,
"eval_runtime": 71.8777,
"eval_samples_per_second": 32.75,
"eval_steps_per_second": 2.059,
"learning_rate": 0.001,
"step": 876
},
{
"epoch": 2.2831050228310503,
"grad_norm": 0.43918001651763916,
"learning_rate": 0.001,
"loss": 0.4831,
"step": 1000
},
{
"epoch": 3.0,
"eval_explained_variance": 0.38236939907073975,
"eval_kl_divergence": 0.5498285293579102,
"eval_loss": 0.4788369834423065,
"eval_mae": 0.12710730731487274,
"eval_rmse": 0.1709037572145462,
"eval_runtime": 66.8689,
"eval_samples_per_second": 35.203,
"eval_steps_per_second": 2.213,
"learning_rate": 0.001,
"step": 1314
},
{
"epoch": 3.4246575342465753,
"grad_norm": 0.28072813153266907,
"learning_rate": 0.001,
"loss": 0.4773,
"step": 1500
},
{
"epoch": 4.0,
"eval_explained_variance": 0.39789319038391113,
"eval_kl_divergence": 0.31306192278862,
"eval_loss": 0.47656363248825073,
"eval_mae": 0.12784750759601593,
"eval_rmse": 0.16946662962436676,
"eval_runtime": 68.7002,
"eval_samples_per_second": 34.265,
"eval_steps_per_second": 2.154,
"learning_rate": 0.001,
"step": 1752
},
{
"epoch": 4.566210045662101,
"grad_norm": 0.23626942932605743,
"learning_rate": 0.001,
"loss": 0.476,
"step": 2000
},
{
"epoch": 5.0,
"eval_explained_variance": 0.3970318138599396,
"eval_kl_divergence": 0.40128740668296814,
"eval_loss": 0.4765072166919708,
"eval_mae": 0.12769053876399994,
"eval_rmse": 0.1686621755361557,
"eval_runtime": 69.4052,
"eval_samples_per_second": 33.917,
"eval_steps_per_second": 2.132,
"learning_rate": 0.001,
"step": 2190
},
{
"epoch": 5.707762557077626,
"grad_norm": 0.2325536459684372,
"learning_rate": 0.001,
"loss": 0.4746,
"step": 2500
},
{
"epoch": 6.0,
"eval_explained_variance": 0.392393559217453,
"eval_kl_divergence": 0.6369896531105042,
"eval_loss": 0.47649845480918884,
"eval_mae": 0.12429385632276535,
"eval_rmse": 0.16892628371715546,
"eval_runtime": 69.6508,
"eval_samples_per_second": 33.797,
"eval_steps_per_second": 2.125,
"learning_rate": 0.001,
"step": 2628
},
{
"epoch": 6.8493150684931505,
"grad_norm": 0.1943524181842804,
"learning_rate": 0.001,
"loss": 0.4738,
"step": 3000
},
{
"epoch": 7.0,
"eval_explained_variance": 0.3910720646381378,
"eval_kl_divergence": 0.43142321705818176,
"eval_loss": 0.47629299759864807,
"eval_mae": 0.1291760504245758,
"eval_rmse": 0.16937647759914398,
"eval_runtime": 68.3166,
"eval_samples_per_second": 34.457,
"eval_steps_per_second": 2.166,
"learning_rate": 0.001,
"step": 3066
},
{
"epoch": 7.9908675799086755,
"grad_norm": 0.161671444773674,
"learning_rate": 0.001,
"loss": 0.4727,
"step": 3500
},
{
"epoch": 8.0,
"eval_explained_variance": 0.407635897397995,
"eval_kl_divergence": 0.33790889382362366,
"eval_loss": 0.4755041003227234,
"eval_mae": 0.1266549676656723,
"eval_rmse": 0.1681331843137741,
"eval_runtime": 71.2607,
"eval_samples_per_second": 33.034,
"eval_steps_per_second": 2.077,
"learning_rate": 0.001,
"step": 3504
},
{
"epoch": 9.0,
"eval_explained_variance": 0.40718480944633484,
"eval_kl_divergence": 0.4916018843650818,
"eval_loss": 0.47342246770858765,
"eval_mae": 0.1250395029783249,
"eval_rmse": 0.16618509590625763,
"eval_runtime": 68.5459,
"eval_samples_per_second": 34.342,
"eval_steps_per_second": 2.159,
"learning_rate": 0.001,
"step": 3942
},
{
"epoch": 9.132420091324201,
"grad_norm": 0.19357167184352875,
"learning_rate": 0.001,
"loss": 0.4715,
"step": 4000
},
{
"epoch": 10.0,
"eval_explained_variance": 0.40620386600494385,
"eval_kl_divergence": 0.33481186628341675,
"eval_loss": 0.47546806931495667,
"eval_mae": 0.1277414709329605,
"eval_rmse": 0.167744979262352,
"eval_runtime": 67.1085,
"eval_samples_per_second": 35.078,
"eval_steps_per_second": 2.205,
"learning_rate": 0.001,
"step": 4380
},
{
"epoch": 10.273972602739725,
"grad_norm": 0.17573006451129913,
"learning_rate": 0.001,
"loss": 0.4714,
"step": 4500
},
{
"epoch": 11.0,
"eval_explained_variance": 0.41538166999816895,
"eval_kl_divergence": 0.35237056016921997,
"eval_loss": 0.4731104075908661,
"eval_mae": 0.12549267709255219,
"eval_rmse": 0.1659194976091385,
"eval_runtime": 67.2129,
"eval_samples_per_second": 35.023,
"eval_steps_per_second": 2.202,
"learning_rate": 0.001,
"step": 4818
},
{
"epoch": 11.415525114155251,
"grad_norm": 0.13790665566921234,
"learning_rate": 0.001,
"loss": 0.4713,
"step": 5000
},
{
"epoch": 12.0,
"eval_explained_variance": 0.41025033593177795,
"eval_kl_divergence": 0.23825553059577942,
"eval_loss": 0.47679492831230164,
"eval_mae": 0.13060903549194336,
"eval_rmse": 0.16900604963302612,
"eval_runtime": 68.7453,
"eval_samples_per_second": 34.242,
"eval_steps_per_second": 2.153,
"learning_rate": 0.001,
"step": 5256
},
{
"epoch": 12.557077625570777,
"grad_norm": 0.1497349739074707,
"learning_rate": 0.001,
"loss": 0.4722,
"step": 5500
},
{
"epoch": 13.0,
"eval_explained_variance": 0.40282678604125977,
"eval_kl_divergence": 0.696779727935791,
"eval_loss": 0.4736888110637665,
"eval_mae": 0.12227921932935715,
"eval_rmse": 0.16662709414958954,
"eval_runtime": 66.9685,
"eval_samples_per_second": 35.151,
"eval_steps_per_second": 2.21,
"learning_rate": 0.001,
"step": 5694
},
{
"epoch": 13.698630136986301,
"grad_norm": 0.11125459522008896,
"learning_rate": 0.001,
"loss": 0.472,
"step": 6000
},
{
"epoch": 14.0,
"eval_explained_variance": 0.4099460542201996,
"eval_kl_divergence": 0.3982764780521393,
"eval_loss": 0.4736703634262085,
"eval_mae": 0.12543360888957977,
"eval_rmse": 0.16584907472133636,
"eval_runtime": 70.7133,
"eval_samples_per_second": 33.289,
"eval_steps_per_second": 2.093,
"learning_rate": 0.001,
"step": 6132
},
{
"epoch": 14.840182648401827,
"grad_norm": 0.13986219465732574,
"learning_rate": 0.001,
"loss": 0.4697,
"step": 6500
},
{
"epoch": 15.0,
"eval_explained_variance": 0.40361204743385315,
"eval_kl_divergence": 0.5619756579399109,
"eval_loss": 0.4738818407058716,
"eval_mae": 0.12480553239583969,
"eval_rmse": 0.16644911468029022,
"eval_runtime": 67.989,
"eval_samples_per_second": 34.623,
"eval_steps_per_second": 2.177,
"learning_rate": 0.001,
"step": 6570
},
{
"epoch": 15.981735159817351,
"grad_norm": 0.10489701479673386,
"learning_rate": 0.001,
"loss": 0.4721,
"step": 7000
},
{
"epoch": 16.0,
"eval_explained_variance": 0.41589656472206116,
"eval_kl_divergence": 0.6049214601516724,
"eval_loss": 0.47202879190444946,
"eval_mae": 0.12306753545999527,
"eval_rmse": 0.1648208647966385,
"eval_runtime": 68.6318,
"eval_samples_per_second": 34.299,
"eval_steps_per_second": 2.156,
"learning_rate": 0.001,
"step": 7008
},
{
"epoch": 17.0,
"eval_explained_variance": 0.41705062985420227,
"eval_kl_divergence": 0.3072437644004822,
"eval_loss": 0.47406336665153503,
"eval_mae": 0.12645679712295532,
"eval_rmse": 0.16636626422405243,
"eval_runtime": 67.693,
"eval_samples_per_second": 34.775,
"eval_steps_per_second": 2.186,
"learning_rate": 0.001,
"step": 7446
},
{
"epoch": 17.123287671232877,
"grad_norm": 0.11510255187749863,
"learning_rate": 0.001,
"loss": 0.4709,
"step": 7500
},
{
"epoch": 18.0,
"eval_explained_variance": 0.4238598346710205,
"eval_kl_divergence": 0.3350007236003876,
"eval_loss": 0.4738321006298065,
"eval_mae": 0.12525837123394012,
"eval_rmse": 0.1649676412343979,
"eval_runtime": 68.1862,
"eval_samples_per_second": 34.523,
"eval_steps_per_second": 2.171,
"learning_rate": 0.001,
"step": 7884
},
{
"epoch": 18.264840182648403,
"grad_norm": 0.1282125860452652,
"learning_rate": 0.001,
"loss": 0.4711,
"step": 8000
},
{
"epoch": 19.0,
"eval_explained_variance": 0.4161747395992279,
"eval_kl_divergence": 0.2745565176010132,
"eval_loss": 0.476326048374176,
"eval_mae": 0.12823572754859924,
"eval_rmse": 0.16715575754642487,
"eval_runtime": 68.1658,
"eval_samples_per_second": 34.533,
"eval_steps_per_second": 2.171,
"learning_rate": 0.001,
"step": 8322
},
{
"epoch": 19.40639269406393,
"grad_norm": 0.15439559519290924,
"learning_rate": 0.001,
"loss": 0.4696,
"step": 8500
},
{
"epoch": 20.0,
"eval_explained_variance": 0.40602585673332214,
"eval_kl_divergence": 0.5658758878707886,
"eval_loss": 0.4755523204803467,
"eval_mae": 0.12445954233407974,
"eval_rmse": 0.1669723242521286,
"eval_runtime": 66.5326,
"eval_samples_per_second": 35.381,
"eval_steps_per_second": 2.224,
"learning_rate": 0.001,
"step": 8760
},
{
"epoch": 20.54794520547945,
"grad_norm": 0.1288071572780609,
"learning_rate": 0.001,
"loss": 0.4715,
"step": 9000
},
{
"epoch": 21.0,
"eval_explained_variance": 0.40606603026390076,
"eval_kl_divergence": 0.6153907179832458,
"eval_loss": 0.47340598702430725,
"eval_mae": 0.12303853780031204,
"eval_rmse": 0.16621015965938568,
"eval_runtime": 66.3328,
"eval_samples_per_second": 35.488,
"eval_steps_per_second": 2.231,
"learning_rate": 0.001,
"step": 9198
},
{
"epoch": 21.689497716894977,
"grad_norm": 0.13872142136096954,
"learning_rate": 0.001,
"loss": 0.4714,
"step": 9500
},
{
"epoch": 22.0,
"eval_explained_variance": 0.402675986289978,
"eval_kl_divergence": 0.7973779439926147,
"eval_loss": 0.47443991899490356,
"eval_mae": 0.12229780107736588,
"eval_rmse": 0.16771160066127777,
"eval_runtime": 65.4256,
"eval_samples_per_second": 35.98,
"eval_steps_per_second": 2.262,
"learning_rate": 0.001,
"step": 9636
},
{
"epoch": 22.831050228310502,
"grad_norm": 0.12462610751390457,
"learning_rate": 0.0001,
"loss": 0.4697,
"step": 10000
},
{
"epoch": 23.0,
"eval_explained_variance": 0.43371883034706116,
"eval_kl_divergence": 0.2306971251964569,
"eval_loss": 0.47205689549446106,
"eval_mae": 0.12522436678409576,
"eval_rmse": 0.16393429040908813,
"eval_runtime": 67.2945,
"eval_samples_per_second": 34.981,
"eval_steps_per_second": 2.199,
"learning_rate": 0.0001,
"step": 10074
},
{
"epoch": 23.972602739726028,
"grad_norm": 0.15716814994812012,
"learning_rate": 0.0001,
"loss": 0.4653,
"step": 10500
},
{
"epoch": 24.0,
"eval_explained_variance": 0.43139490485191345,
"eval_kl_divergence": 0.42188531160354614,
"eval_loss": 0.4706146717071533,
"eval_mae": 0.12165608257055283,
"eval_rmse": 0.1630544662475586,
"eval_runtime": 69.0079,
"eval_samples_per_second": 34.112,
"eval_steps_per_second": 2.145,
"learning_rate": 0.0001,
"step": 10512
},
{
"epoch": 25.0,
"eval_explained_variance": 0.4370768964290619,
"eval_kl_divergence": 0.5242214798927307,
"eval_loss": 0.46876564621925354,
"eval_mae": 0.11949952691793442,
"eval_rmse": 0.16123180091381073,
"eval_runtime": 67.8342,
"eval_samples_per_second": 34.702,
"eval_steps_per_second": 2.182,
"learning_rate": 0.0001,
"step": 10950
},
{
"epoch": 25.114155251141554,
"grad_norm": 0.12071619927883148,
"learning_rate": 0.0001,
"loss": 0.4665,
"step": 11000
},
{
"epoch": 26.0,
"eval_explained_variance": 0.43381467461586,
"eval_kl_divergence": 0.6159161925315857,
"eval_loss": 0.46925392746925354,
"eval_mae": 0.11895165592432022,
"eval_rmse": 0.16197769343852997,
"eval_runtime": 66.3554,
"eval_samples_per_second": 35.476,
"eval_steps_per_second": 2.23,
"learning_rate": 0.0001,
"step": 11388
},
{
"epoch": 26.255707762557076,
"grad_norm": 0.13487227261066437,
"learning_rate": 0.0001,
"loss": 0.4638,
"step": 11500
},
{
"epoch": 27.0,
"eval_explained_variance": 0.4415856897830963,
"eval_kl_divergence": 0.4046337604522705,
"eval_loss": 0.46849024295806885,
"eval_mae": 0.12057051062583923,
"eval_rmse": 0.16070334613323212,
"eval_runtime": 67.413,
"eval_samples_per_second": 34.919,
"eval_steps_per_second": 2.195,
"learning_rate": 0.0001,
"step": 11826
},
{
"epoch": 27.397260273972602,
"grad_norm": 0.122219979763031,
"learning_rate": 0.0001,
"loss": 0.4647,
"step": 12000
},
{
"epoch": 28.0,
"eval_explained_variance": 0.4443088471889496,
"eval_kl_divergence": 0.28601282835006714,
"eval_loss": 0.46939656138420105,
"eval_mae": 0.12197214365005493,
"eval_rmse": 0.16160771250724792,
"eval_runtime": 68.24,
"eval_samples_per_second": 34.496,
"eval_steps_per_second": 2.169,
"learning_rate": 0.0001,
"step": 12264
},
{
"epoch": 28.538812785388128,
"grad_norm": 0.1166076809167862,
"learning_rate": 0.0001,
"loss": 0.4644,
"step": 12500
},
{
"epoch": 29.0,
"eval_explained_variance": 0.44008609652519226,
"eval_kl_divergence": 0.42698290944099426,
"eval_loss": 0.46892231702804565,
"eval_mae": 0.11971781402826309,
"eval_rmse": 0.16136477887630463,
"eval_runtime": 67.0859,
"eval_samples_per_second": 35.089,
"eval_steps_per_second": 2.206,
"learning_rate": 0.0001,
"step": 12702
},
{
"epoch": 29.680365296803654,
"grad_norm": 0.1203789934515953,
"learning_rate": 0.0001,
"loss": 0.4638,
"step": 13000
},
{
"epoch": 30.0,
"eval_explained_variance": 0.44359269738197327,
"eval_kl_divergence": 0.2625378370285034,
"eval_loss": 0.46987923979759216,
"eval_mae": 0.12246056646108627,
"eval_rmse": 0.16186781227588654,
"eval_runtime": 67.1358,
"eval_samples_per_second": 35.063,
"eval_steps_per_second": 2.204,
"learning_rate": 0.0001,
"step": 13140
},
{
"epoch": 30.82191780821918,
"grad_norm": 0.11070472747087479,
"learning_rate": 0.0001,
"loss": 0.4636,
"step": 13500
},
{
"epoch": 31.0,
"eval_explained_variance": 0.44310399889945984,
"eval_kl_divergence": 0.38758543133735657,
"eval_loss": 0.46842578053474426,
"eval_mae": 0.11974402517080307,
"eval_rmse": 0.16068722307682037,
"eval_runtime": 68.317,
"eval_samples_per_second": 34.457,
"eval_steps_per_second": 2.166,
"learning_rate": 0.0001,
"step": 13578
},
{
"epoch": 31.963470319634702,
"grad_norm": 0.18743829429149628,
"learning_rate": 0.0001,
"loss": 0.463,
"step": 14000
},
{
"epoch": 32.0,
"eval_explained_variance": 0.4466596841812134,
"eval_kl_divergence": 0.4060189425945282,
"eval_loss": 0.46784707903862,
"eval_mae": 0.11951278895139694,
"eval_rmse": 0.16003534197807312,
"eval_runtime": 66.0349,
"eval_samples_per_second": 35.648,
"eval_steps_per_second": 2.241,
"learning_rate": 0.0001,
"step": 14016
},
{
"epoch": 33.0,
"eval_explained_variance": 0.44936656951904297,
"eval_kl_divergence": 0.3688030540943146,
"eval_loss": 0.46755874156951904,
"eval_mae": 0.11934500932693481,
"eval_rmse": 0.15963692963123322,
"eval_runtime": 72.5096,
"eval_samples_per_second": 32.465,
"eval_steps_per_second": 2.041,
"learning_rate": 0.0001,
"step": 14454
},
{
"epoch": 33.10502283105023,
"grad_norm": 0.15971647202968597,
"learning_rate": 0.0001,
"loss": 0.4628,
"step": 14500
},
{
"epoch": 34.0,
"eval_explained_variance": 0.4491260051727295,
"eval_kl_divergence": 0.3900001645088196,
"eval_loss": 0.46766504645347595,
"eval_mae": 0.11943826079368591,
"eval_rmse": 0.15995797514915466,
"eval_runtime": 67.335,
"eval_samples_per_second": 34.96,
"eval_steps_per_second": 2.198,
"learning_rate": 0.0001,
"step": 14892
},
{
"epoch": 34.24657534246575,
"grad_norm": 0.15495429933071136,
"learning_rate": 0.0001,
"loss": 0.4616,
"step": 15000
},
{
"epoch": 35.0,
"eval_explained_variance": 0.44995394349098206,
"eval_kl_divergence": 0.42819926142692566,
"eval_loss": 0.4670174717903137,
"eval_mae": 0.11885016411542892,
"eval_rmse": 0.1593056619167328,
"eval_runtime": 69.6729,
"eval_samples_per_second": 33.786,
"eval_steps_per_second": 2.124,
"learning_rate": 0.0001,
"step": 15330
},
{
"epoch": 35.38812785388128,
"grad_norm": 0.1067986786365509,
"learning_rate": 0.0001,
"loss": 0.4634,
"step": 15500
},
{
"epoch": 36.0,
"eval_explained_variance": 0.45064660906791687,
"eval_kl_divergence": 0.44459816813468933,
"eval_loss": 0.46679624915122986,
"eval_mae": 0.11801303178071976,
"eval_rmse": 0.15909221768379211,
"eval_runtime": 70.3703,
"eval_samples_per_second": 33.452,
"eval_steps_per_second": 2.103,
"learning_rate": 0.0001,
"step": 15768
},
{
"epoch": 36.529680365296805,
"grad_norm": 0.17229855060577393,
"learning_rate": 0.0001,
"loss": 0.462,
"step": 16000
},
{
"epoch": 37.0,
"eval_explained_variance": 0.4528321325778961,
"eval_kl_divergence": 0.39424213767051697,
"eval_loss": 0.46689239144325256,
"eval_mae": 0.11852964758872986,
"eval_rmse": 0.15902292728424072,
"eval_runtime": 68.7832,
"eval_samples_per_second": 34.223,
"eval_steps_per_second": 2.152,
"learning_rate": 0.0001,
"step": 16206
},
{
"epoch": 37.67123287671233,
"grad_norm": 0.16489605605602264,
"learning_rate": 0.0001,
"loss": 0.4631,
"step": 16500
},
{
"epoch": 38.0,
"eval_explained_variance": 0.4512017071247101,
"eval_kl_divergence": 0.47831401228904724,
"eval_loss": 0.4664570987224579,
"eval_mae": 0.11769810318946838,
"eval_rmse": 0.15879899263381958,
"eval_runtime": 69.0328,
"eval_samples_per_second": 34.1,
"eval_steps_per_second": 2.144,
"learning_rate": 0.0001,
"step": 16644
},
{
"epoch": 38.81278538812786,
"grad_norm": 0.24003809690475464,
"learning_rate": 0.0001,
"loss": 0.4603,
"step": 17000
},
{
"epoch": 39.0,
"eval_explained_variance": 0.4500379264354706,
"eval_kl_divergence": 0.386750727891922,
"eval_loss": 0.4674011468887329,
"eval_mae": 0.11898898333311081,
"eval_rmse": 0.15971434116363525,
"eval_runtime": 69.047,
"eval_samples_per_second": 34.093,
"eval_steps_per_second": 2.143,
"learning_rate": 0.0001,
"step": 17082
},
{
"epoch": 39.954337899543376,
"grad_norm": 0.1894679218530655,
"learning_rate": 0.0001,
"loss": 0.4614,
"step": 17500
},
{
"epoch": 40.0,
"eval_explained_variance": 0.4498337507247925,
"eval_kl_divergence": 0.3627259135246277,
"eval_loss": 0.4677062928676605,
"eval_mae": 0.11947864294052124,
"eval_rmse": 0.15986855328083038,
"eval_runtime": 68.3668,
"eval_samples_per_second": 34.432,
"eval_steps_per_second": 2.165,
"learning_rate": 0.0001,
"step": 17520
},
{
"epoch": 41.0,
"eval_explained_variance": 0.4539731740951538,
"eval_kl_divergence": 0.2654862701892853,
"eval_loss": 0.46822381019592285,
"eval_mae": 0.12105310708284378,
"eval_rmse": 0.16022303700447083,
"eval_runtime": 68.0126,
"eval_samples_per_second": 34.611,
"eval_steps_per_second": 2.176,
"learning_rate": 0.0001,
"step": 17958
},
{
"epoch": 41.0958904109589,
"grad_norm": 0.13239748775959015,
"learning_rate": 0.0001,
"loss": 0.4612,
"step": 18000
},
{
"epoch": 42.0,
"eval_explained_variance": 0.45140552520751953,
"eval_kl_divergence": 0.5071607828140259,
"eval_loss": 0.4664672613143921,
"eval_mae": 0.11723508685827255,
"eval_rmse": 0.15891815721988678,
"eval_runtime": 66.3853,
"eval_samples_per_second": 35.46,
"eval_steps_per_second": 2.229,
"learning_rate": 0.0001,
"step": 18396
},
{
"epoch": 42.23744292237443,
"grad_norm": 0.17189915478229523,
"learning_rate": 0.0001,
"loss": 0.462,
"step": 18500
},
{
"epoch": 43.0,
"eval_explained_variance": 0.4554661214351654,
"eval_kl_divergence": 0.430560827255249,
"eval_loss": 0.46638762950897217,
"eval_mae": 0.11766376346349716,
"eval_rmse": 0.15850575268268585,
"eval_runtime": 65.8594,
"eval_samples_per_second": 35.743,
"eval_steps_per_second": 2.247,
"learning_rate": 0.0001,
"step": 18834
},
{
"epoch": 43.37899543378995,
"grad_norm": 0.1566254049539566,
"learning_rate": 0.0001,
"loss": 0.4603,
"step": 19000
},
{
"epoch": 44.0,
"eval_explained_variance": 0.45294663310050964,
"eval_kl_divergence": 0.4114503562450409,
"eval_loss": 0.46708741784095764,
"eval_mae": 0.11923228949308395,
"eval_rmse": 0.15942519903182983,
"eval_runtime": 70.2132,
"eval_samples_per_second": 33.526,
"eval_steps_per_second": 2.108,
"learning_rate": 0.0001,
"step": 19272
},
{
"epoch": 44.52054794520548,
"grad_norm": 0.1487286388874054,
"learning_rate": 0.0001,
"loss": 0.4599,
"step": 19500
},
{
"epoch": 45.0,
"eval_explained_variance": 0.45276129245758057,
"eval_kl_divergence": 0.441719114780426,
"eval_loss": 0.46663177013397217,
"eval_mae": 0.11713916063308716,
"eval_rmse": 0.15901675820350647,
"eval_runtime": 67.4478,
"eval_samples_per_second": 34.901,
"eval_steps_per_second": 2.194,
"learning_rate": 0.0001,
"step": 19710
},
{
"epoch": 45.662100456621005,
"grad_norm": 0.17072182893753052,
"learning_rate": 0.0001,
"loss": 0.4612,
"step": 20000
},
{
"epoch": 46.0,
"eval_explained_variance": 0.4574218690395355,
"eval_kl_divergence": 0.3686365485191345,
"eval_loss": 0.4663327634334564,
"eval_mae": 0.11786039918661118,
"eval_rmse": 0.15854045748710632,
"eval_runtime": 66.0464,
"eval_samples_per_second": 35.642,
"eval_steps_per_second": 2.241,
"learning_rate": 0.0001,
"step": 20148
},
{
"epoch": 46.80365296803653,
"grad_norm": 0.17141404747962952,
"learning_rate": 0.0001,
"loss": 0.4596,
"step": 20500
},
{
"epoch": 47.0,
"eval_explained_variance": 0.4567171633243561,
"eval_kl_divergence": 0.5089961886405945,
"eval_loss": 0.46577510237693787,
"eval_mae": 0.11723583936691284,
"eval_rmse": 0.15815743803977966,
"eval_runtime": 68.7513,
"eval_samples_per_second": 34.239,
"eval_steps_per_second": 2.153,
"learning_rate": 0.0001,
"step": 20586
},
{
"epoch": 47.945205479452056,
"grad_norm": 0.13870340585708618,
"learning_rate": 0.0001,
"loss": 0.4603,
"step": 21000
},
{
"epoch": 48.0,
"eval_explained_variance": 0.4547780752182007,
"eval_kl_divergence": 0.5279051065444946,
"eval_loss": 0.46634000539779663,
"eval_mae": 0.11751776933670044,
"eval_rmse": 0.15890929102897644,
"eval_runtime": 66.5777,
"eval_samples_per_second": 35.357,
"eval_steps_per_second": 2.223,
"learning_rate": 0.0001,
"step": 21024
},
{
"epoch": 49.0,
"eval_explained_variance": 0.4532240927219391,
"eval_kl_divergence": 0.44965481758117676,
"eval_loss": 0.46656596660614014,
"eval_mae": 0.11831226199865341,
"eval_rmse": 0.15911053121089935,
"eval_runtime": 67.2369,
"eval_samples_per_second": 35.011,
"eval_steps_per_second": 2.201,
"learning_rate": 0.0001,
"step": 21462
},
{
"epoch": 49.08675799086758,
"grad_norm": 0.16372357308864594,
"learning_rate": 0.0001,
"loss": 0.4599,
"step": 21500
},
{
"epoch": 50.0,
"eval_explained_variance": 0.45799562335014343,
"eval_kl_divergence": 0.27116483449935913,
"eval_loss": 0.46755433082580566,
"eval_mae": 0.1204712763428688,
"eval_rmse": 0.15946535766124725,
"eval_runtime": 67.5446,
"eval_samples_per_second": 34.851,
"eval_steps_per_second": 2.191,
"learning_rate": 0.0001,
"step": 21900
},
{
"epoch": 50.22831050228311,
"grad_norm": 0.15486378967761993,
"learning_rate": 0.0001,
"loss": 0.4594,
"step": 22000
},
{
"epoch": 51.0,
"eval_explained_variance": 0.4551831781864166,
"eval_kl_divergence": 0.4008127450942993,
"eval_loss": 0.46639156341552734,
"eval_mae": 0.11721646040678024,
"eval_rmse": 0.15861637890338898,
"eval_runtime": 64.0368,
"eval_samples_per_second": 36.76,
"eval_steps_per_second": 2.311,
"learning_rate": 0.0001,
"step": 22338
},
{
"epoch": 51.36986301369863,
"grad_norm": 0.2131696492433548,
"learning_rate": 0.0001,
"loss": 0.4593,
"step": 22500
},
{
"epoch": 52.0,
"eval_explained_variance": 0.4556889832019806,
"eval_kl_divergence": 0.4921821057796478,
"eval_loss": 0.46591076254844666,
"eval_mae": 0.11625734716653824,
"eval_rmse": 0.1582706868648529,
"eval_runtime": 68.9844,
"eval_samples_per_second": 34.124,
"eval_steps_per_second": 2.145,
"learning_rate": 0.0001,
"step": 22776
},
{
"epoch": 52.51141552511415,
"grad_norm": 0.3151676654815674,
"learning_rate": 0.0001,
"loss": 0.4614,
"step": 23000
},
{
"epoch": 53.0,
"eval_explained_variance": 0.4601232707500458,
"eval_kl_divergence": 0.4273536205291748,
"eval_loss": 0.4656851887702942,
"eval_mae": 0.1177864745259285,
"eval_rmse": 0.15793031454086304,
"eval_runtime": 68.0941,
"eval_samples_per_second": 34.57,
"eval_steps_per_second": 2.173,
"learning_rate": 0.0001,
"step": 23214
},
{
"epoch": 53.65296803652968,
"grad_norm": 0.1899169534444809,
"learning_rate": 0.0001,
"loss": 0.4592,
"step": 23500
},
{
"epoch": 54.0,
"eval_explained_variance": 0.456957072019577,
"eval_kl_divergence": 0.4574394226074219,
"eval_loss": 0.46629655361175537,
"eval_mae": 0.11577478051185608,
"eval_rmse": 0.15850554406642914,
"eval_runtime": 65.2277,
"eval_samples_per_second": 36.089,
"eval_steps_per_second": 2.269,
"learning_rate": 0.0001,
"step": 23652
},
{
"epoch": 54.794520547945204,
"grad_norm": 0.27214938402175903,
"learning_rate": 0.0001,
"loss": 0.4601,
"step": 24000
},
{
"epoch": 55.0,
"eval_explained_variance": 0.45804765820503235,
"eval_kl_divergence": 0.34863969683647156,
"eval_loss": 0.46644341945648193,
"eval_mae": 0.11888903379440308,
"eval_rmse": 0.1585645228624344,
"eval_runtime": 62.989,
"eval_samples_per_second": 37.372,
"eval_steps_per_second": 2.35,
"learning_rate": 0.0001,
"step": 24090
},
{
"epoch": 55.93607305936073,
"grad_norm": 0.32561782002449036,
"learning_rate": 0.0001,
"loss": 0.4589,
"step": 24500
},
{
"epoch": 56.0,
"eval_explained_variance": 0.46123751997947693,
"eval_kl_divergence": 0.3015596568584442,
"eval_loss": 0.4661739766597748,
"eval_mae": 0.1184321939945221,
"eval_rmse": 0.15838663280010223,
"eval_runtime": 62.9298,
"eval_samples_per_second": 37.407,
"eval_steps_per_second": 2.352,
"learning_rate": 0.0001,
"step": 24528
},
{
"epoch": 57.0,
"eval_explained_variance": 0.45534956455230713,
"eval_kl_divergence": 0.4162982106208801,
"eval_loss": 0.46634721755981445,
"eval_mae": 0.11808174103498459,
"eval_rmse": 0.15866883099079132,
"eval_runtime": 63.3411,
"eval_samples_per_second": 37.164,
"eval_steps_per_second": 2.337,
"learning_rate": 0.0001,
"step": 24966
},
{
"epoch": 57.077625570776256,
"grad_norm": 0.21059946715831757,
"learning_rate": 0.0001,
"loss": 0.4588,
"step": 25000
},
{
"epoch": 58.0,
"eval_explained_variance": 0.4557063579559326,
"eval_kl_divergence": 0.3399294316768646,
"eval_loss": 0.4673805236816406,
"eval_mae": 0.11887022852897644,
"eval_rmse": 0.15934236347675323,
"eval_runtime": 65.9311,
"eval_samples_per_second": 35.704,
"eval_steps_per_second": 2.245,
"learning_rate": 0.0001,
"step": 25404
},
{
"epoch": 58.21917808219178,
"grad_norm": 0.1977730244398117,
"learning_rate": 0.0001,
"loss": 0.4595,
"step": 25500
},
{
"epoch": 59.0,
"eval_explained_variance": 0.4646029472351074,
"eval_kl_divergence": 0.3685876429080963,
"eval_loss": 0.4650005102157593,
"eval_mae": 0.11696922034025192,
"eval_rmse": 0.15720517933368683,
"eval_runtime": 63.6041,
"eval_samples_per_second": 37.01,
"eval_steps_per_second": 2.327,
"learning_rate": 0.0001,
"step": 25842
},
{
"epoch": 59.36073059360731,
"grad_norm": 0.22561948001384735,
"learning_rate": 0.0001,
"loss": 0.4594,
"step": 26000
},
{
"epoch": 60.0,
"eval_explained_variance": 0.4566896855831146,
"eval_kl_divergence": 0.45347684621810913,
"eval_loss": 0.46599113941192627,
"eval_mae": 0.11718535423278809,
"eval_rmse": 0.15840259194374084,
"eval_runtime": 62.901,
"eval_samples_per_second": 37.424,
"eval_steps_per_second": 2.353,
"learning_rate": 0.0001,
"step": 26280
},
{
"epoch": 60.50228310502283,
"grad_norm": 0.19251562654972076,
"learning_rate": 0.0001,
"loss": 0.4599,
"step": 26500
},
{
"epoch": 61.0,
"eval_explained_variance": 0.4583926200866699,
"eval_kl_divergence": 0.375108540058136,
"eval_loss": 0.4662201702594757,
"eval_mae": 0.11791958659887314,
"eval_rmse": 0.1585090458393097,
"eval_runtime": 61.9039,
"eval_samples_per_second": 38.027,
"eval_steps_per_second": 2.391,
"learning_rate": 0.0001,
"step": 26718
},
{
"epoch": 61.64383561643836,
"grad_norm": 0.2111298143863678,
"learning_rate": 0.0001,
"loss": 0.4584,
"step": 27000
},
{
"epoch": 62.0,
"eval_explained_variance": 0.4587836265563965,
"eval_kl_divergence": 0.35335177183151245,
"eval_loss": 0.46614503860473633,
"eval_mae": 0.11732319742441177,
"eval_rmse": 0.15833334624767303,
"eval_runtime": 63.6491,
"eval_samples_per_second": 36.984,
"eval_steps_per_second": 2.325,
"learning_rate": 0.0001,
"step": 27156
},
{
"epoch": 62.78538812785388,
"grad_norm": 0.21951091289520264,
"learning_rate": 0.0001,
"loss": 0.4575,
"step": 27500
},
{
"epoch": 63.0,
"eval_explained_variance": 0.4576869010925293,
"eval_kl_divergence": 0.40475067496299744,
"eval_loss": 0.4660026431083679,
"eval_mae": 0.11627298593521118,
"eval_rmse": 0.1582755148410797,
"eval_runtime": 62.5657,
"eval_samples_per_second": 37.624,
"eval_steps_per_second": 2.366,
"learning_rate": 0.0001,
"step": 27594
},
{
"epoch": 63.926940639269404,
"grad_norm": 0.21228961646556854,
"learning_rate": 0.0001,
"loss": 0.4598,
"step": 28000
},
{
"epoch": 64.0,
"eval_explained_variance": 0.46285080909729004,
"eval_kl_divergence": 0.2471023052930832,
"eval_loss": 0.46711620688438416,
"eval_mae": 0.11878780275583267,
"eval_rmse": 0.15883709490299225,
"eval_runtime": 62.9069,
"eval_samples_per_second": 37.42,
"eval_steps_per_second": 2.353,
"learning_rate": 0.0001,
"step": 28032
},
{
"epoch": 65.0,
"eval_explained_variance": 0.46037113666534424,
"eval_kl_divergence": 0.4526395797729492,
"eval_loss": 0.46536803245544434,
"eval_mae": 0.11657585948705673,
"eval_rmse": 0.15768831968307495,
"eval_runtime": 65.6932,
"eval_samples_per_second": 35.833,
"eval_steps_per_second": 2.253,
"learning_rate": 0.0001,
"step": 28470
},
{
"epoch": 65.06849315068493,
"grad_norm": 0.23406238853931427,
"learning_rate": 1e-05,
"loss": 0.4582,
"step": 28500
},
{
"epoch": 66.0,
"eval_explained_variance": 0.45918479561805725,
"eval_kl_divergence": 0.5259271264076233,
"eval_loss": 0.46573594212532043,
"eval_mae": 0.11610028892755508,
"eval_rmse": 0.15816400945186615,
"eval_runtime": 63.8294,
"eval_samples_per_second": 36.88,
"eval_steps_per_second": 2.319,
"learning_rate": 1e-05,
"step": 28908
},
{
"epoch": 66.21004566210046,
"grad_norm": 0.20290181040763855,
"learning_rate": 1e-05,
"loss": 0.4592,
"step": 29000
},
{
"epoch": 67.0,
"eval_explained_variance": 0.4623439311981201,
"eval_kl_divergence": 0.4251798987388611,
"eval_loss": 0.4653942584991455,
"eval_mae": 0.11725304275751114,
"eval_rmse": 0.1573910117149353,
"eval_runtime": 65.929,
"eval_samples_per_second": 35.705,
"eval_steps_per_second": 2.245,
"learning_rate": 1e-05,
"step": 29346
},
{
"epoch": 67.35159817351598,
"grad_norm": 0.210421621799469,
"learning_rate": 1e-05,
"loss": 0.4573,
"step": 29500
},
{
"epoch": 68.0,
"eval_explained_variance": 0.46140334010124207,
"eval_kl_divergence": 0.49885210394859314,
"eval_loss": 0.46487176418304443,
"eval_mae": 0.11542203277349472,
"eval_rmse": 0.15722759068012238,
"eval_runtime": 63.8681,
"eval_samples_per_second": 36.857,
"eval_steps_per_second": 2.317,
"learning_rate": 1e-05,
"step": 29784
},
{
"epoch": 68.4931506849315,
"grad_norm": 0.3686019480228424,
"learning_rate": 1e-05,
"loss": 0.4576,
"step": 30000
},
{
"epoch": 69.0,
"eval_explained_variance": 0.46442678570747375,
"eval_kl_divergence": 0.40228068828582764,
"eval_loss": 0.465110719203949,
"eval_mae": 0.11607488244771957,
"eval_rmse": 0.15701350569725037,
"eval_runtime": 68.8094,
"eval_samples_per_second": 34.21,
"eval_steps_per_second": 2.151,
"learning_rate": 1e-05,
"step": 30222
},
{
"epoch": 69.63470319634703,
"grad_norm": 0.3072531223297119,
"learning_rate": 1e-05,
"loss": 0.4556,
"step": 30500
},
{
"epoch": 70.0,
"eval_explained_variance": 0.4622003734111786,
"eval_kl_divergence": 0.41175633668899536,
"eval_loss": 0.466043084859848,
"eval_mae": 0.1165715679526329,
"eval_rmse": 0.15760619938373566,
"eval_runtime": 67.6756,
"eval_samples_per_second": 34.784,
"eval_steps_per_second": 2.187,
"learning_rate": 1e-05,
"step": 30660
},
{
"epoch": 70.77625570776256,
"grad_norm": 0.2429497092962265,
"learning_rate": 1e-05,
"loss": 0.4591,
"step": 31000
},
{
"epoch": 71.0,
"eval_explained_variance": 0.4643818140029907,
"eval_kl_divergence": 0.3074641227722168,
"eval_loss": 0.46608996391296387,
"eval_mae": 0.11772569268941879,
"eval_rmse": 0.15784674882888794,
"eval_runtime": 72.04,
"eval_samples_per_second": 32.676,
"eval_steps_per_second": 2.054,
"learning_rate": 1e-05,
"step": 31098
},
{
"epoch": 71.91780821917808,
"grad_norm": 0.1753670871257782,
"learning_rate": 1e-05,
"loss": 0.4563,
"step": 31500
},
{
"epoch": 72.0,
"eval_explained_variance": 0.46214058995246887,
"eval_kl_divergence": 0.38358867168426514,
"eval_loss": 0.46582332253456116,
"eval_mae": 0.11707664281129837,
"eval_rmse": 0.1579793244600296,
"eval_runtime": 66.3861,
"eval_samples_per_second": 35.459,
"eval_steps_per_second": 2.229,
"learning_rate": 1e-05,
"step": 31536
},
{
"epoch": 73.0,
"eval_explained_variance": 0.464040070772171,
"eval_kl_divergence": 0.45435720682144165,
"eval_loss": 0.4648771584033966,
"eval_mae": 0.11544410139322281,
"eval_rmse": 0.15694700181484222,
"eval_runtime": 64.6485,
"eval_samples_per_second": 36.412,
"eval_steps_per_second": 2.289,
"learning_rate": 1e-05,
"step": 31974
},
{
"epoch": 73.05936073059361,
"grad_norm": 0.2539682686328888,
"learning_rate": 1e-05,
"loss": 0.4577,
"step": 32000
},
{
"epoch": 74.0,
"eval_explained_variance": 0.46597161889076233,
"eval_kl_divergence": 0.4537515938282013,
"eval_loss": 0.46466848254203796,
"eval_mae": 0.11628029495477676,
"eval_rmse": 0.1567227691411972,
"eval_runtime": 64.3001,
"eval_samples_per_second": 36.61,
"eval_steps_per_second": 2.302,
"learning_rate": 1e-05,
"step": 32412
},
{
"epoch": 74.20091324200914,
"grad_norm": 0.19458268582820892,
"learning_rate": 1e-05,
"loss": 0.4576,
"step": 32500
},
{
"epoch": 75.0,
"eval_explained_variance": 0.46580255031585693,
"eval_kl_divergence": 0.33480265736579895,
"eval_loss": 0.46563470363616943,
"eval_mae": 0.11664699763059616,
"eval_rmse": 0.1572960466146469,
"eval_runtime": 65.0705,
"eval_samples_per_second": 36.176,
"eval_steps_per_second": 2.274,
"learning_rate": 1e-05,
"step": 32850
},
{
"epoch": 75.34246575342466,
"grad_norm": 0.23031042516231537,
"learning_rate": 1e-05,
"loss": 0.457,
"step": 33000
},
{
"epoch": 76.0,
"eval_explained_variance": 0.4644790589809418,
"eval_kl_divergence": 0.49758121371269226,
"eval_loss": 0.4647076725959778,
"eval_mae": 0.11578535288572311,
"eval_rmse": 0.15706199407577515,
"eval_runtime": 64.4752,
"eval_samples_per_second": 36.51,
"eval_steps_per_second": 2.295,
"learning_rate": 1e-05,
"step": 33288
},
{
"epoch": 76.48401826484019,
"grad_norm": 0.21923455595970154,
"learning_rate": 1e-05,
"loss": 0.4574,
"step": 33500
},
{
"epoch": 77.0,
"eval_explained_variance": 0.46530094742774963,
"eval_kl_divergence": 0.3934381902217865,
"eval_loss": 0.4650570750236511,
"eval_mae": 0.11632921546697617,
"eval_rmse": 0.15704087913036346,
"eval_runtime": 65.0363,
"eval_samples_per_second": 36.195,
"eval_steps_per_second": 2.276,
"learning_rate": 1e-05,
"step": 33726
},
{
"epoch": 77.62557077625571,
"grad_norm": 0.27394065260887146,
"learning_rate": 1e-05,
"loss": 0.457,
"step": 34000
},
{
"epoch": 78.0,
"eval_explained_variance": 0.4654146730899811,
"eval_kl_divergence": 0.39355090260505676,
"eval_loss": 0.46495845913887024,
"eval_mae": 0.11605050414800644,
"eval_rmse": 0.15708379447460175,
"eval_runtime": 64.2371,
"eval_samples_per_second": 36.645,
"eval_steps_per_second": 2.304,
"learning_rate": 1e-05,
"step": 34164
},
{
"epoch": 78.76712328767124,
"grad_norm": 0.20854905247688293,
"learning_rate": 1e-05,
"loss": 0.4566,
"step": 34500
},
{
"epoch": 79.0,
"eval_explained_variance": 0.4653468132019043,
"eval_kl_divergence": 0.37590739130973816,
"eval_loss": 0.46530288457870483,
"eval_mae": 0.11588699370622635,
"eval_rmse": 0.15725918114185333,
"eval_runtime": 62.4443,
"eval_samples_per_second": 37.698,
"eval_steps_per_second": 2.37,
"learning_rate": 1e-05,
"step": 34602
},
{
"epoch": 79.90867579908675,
"grad_norm": 0.21241584420204163,
"learning_rate": 1e-05,
"loss": 0.458,
"step": 35000
},
{
"epoch": 80.0,
"eval_explained_variance": 0.46603894233703613,
"eval_kl_divergence": 0.41887620091438293,
"eval_loss": 0.4647064805030823,
"eval_mae": 0.11623198539018631,
"eval_rmse": 0.15669378638267517,
"eval_runtime": 62.0038,
"eval_samples_per_second": 37.965,
"eval_steps_per_second": 2.387,
"learning_rate": 1e-05,
"step": 35040
},
{
"epoch": 81.0,
"eval_explained_variance": 0.4646754562854767,
"eval_kl_divergence": 0.47510233521461487,
"eval_loss": 0.46485888957977295,
"eval_mae": 0.11576662212610245,
"eval_rmse": 0.15710778534412384,
"eval_runtime": 61.3344,
"eval_samples_per_second": 38.38,
"eval_steps_per_second": 2.413,
"learning_rate": 1.0000000000000002e-06,
"step": 35478
},
{
"epoch": 81.05022831050228,
"grad_norm": 0.23253624141216278,
"learning_rate": 1.0000000000000002e-06,
"loss": 0.456,
"step": 35500
},
{
"epoch": 82.0,
"eval_explained_variance": 0.4651080071926117,
"eval_kl_divergence": 0.43354716897010803,
"eval_loss": 0.4654049277305603,
"eval_mae": 0.11612025648355484,
"eval_rmse": 0.1572476029396057,
"eval_runtime": 62.2235,
"eval_samples_per_second": 37.831,
"eval_steps_per_second": 2.379,
"learning_rate": 1.0000000000000002e-06,
"step": 35916
},
{
"epoch": 82.1917808219178,
"grad_norm": 0.23126010596752167,
"learning_rate": 1.0000000000000002e-06,
"loss": 0.4564,
"step": 36000
},
{
"epoch": 83.0,
"eval_explained_variance": 0.46666058897972107,
"eval_kl_divergence": 0.3906138837337494,
"eval_loss": 0.46466442942619324,
"eval_mae": 0.11605874449014664,
"eval_rmse": 0.15662842988967896,
"eval_runtime": 61.3486,
"eval_samples_per_second": 38.371,
"eval_steps_per_second": 2.412,
"learning_rate": 1.0000000000000002e-06,
"step": 36354
},
{
"epoch": 83.33333333333333,
"grad_norm": 0.2322608381509781,
"learning_rate": 1.0000000000000002e-06,
"loss": 0.4575,
"step": 36500
},
{
"epoch": 84.0,
"eval_explained_variance": 0.46770432591438293,
"eval_kl_divergence": 0.3855327367782593,
"eval_loss": 0.46430692076683044,
"eval_mae": 0.11573296785354614,
"eval_rmse": 0.15642325580120087,
"eval_runtime": 66.0549,
"eval_samples_per_second": 35.637,
"eval_steps_per_second": 2.241,
"learning_rate": 1.0000000000000002e-06,
"step": 36792
},
{
"epoch": 84.47488584474885,
"grad_norm": 0.23277735710144043,
"learning_rate": 1.0000000000000002e-06,
"loss": 0.4557,
"step": 37000
},
{
"epoch": 85.0,
"eval_explained_variance": 0.46685031056404114,
"eval_kl_divergence": 0.3372012972831726,
"eval_loss": 0.46528080105781555,
"eval_mae": 0.11732091754674911,
"eval_rmse": 0.1570904403924942,
"eval_runtime": 64.5003,
"eval_samples_per_second": 36.496,
"eval_steps_per_second": 2.295,
"learning_rate": 1.0000000000000002e-06,
"step": 37230
},
{
"epoch": 85.61643835616438,
"grad_norm": 0.40314728021621704,
"learning_rate": 1.0000000000000002e-06,
"loss": 0.4587,
"step": 37500
},
{
"epoch": 86.0,
"eval_explained_variance": 0.46858659386634827,
"eval_kl_divergence": 0.29690617322921753,
"eval_loss": 0.46546733379364014,
"eval_mae": 0.11843166500329971,
"eval_rmse": 0.15721069276332855,
"eval_runtime": 63.2115,
"eval_samples_per_second": 37.24,
"eval_steps_per_second": 2.341,
"learning_rate": 1.0000000000000002e-06,
"step": 37668
},
{
"epoch": 86.7579908675799,
"grad_norm": 0.2404189556837082,
"learning_rate": 1.0000000000000002e-06,
"loss": 0.4564,
"step": 38000
},
{
"epoch": 87.0,
"eval_explained_variance": 0.4670089781284332,
"eval_kl_divergence": 0.3571859300136566,
"eval_loss": 0.4651782214641571,
"eval_mae": 0.11727560311555862,
"eval_rmse": 0.15713386237621307,
"eval_runtime": 63.9279,
"eval_samples_per_second": 36.823,
"eval_steps_per_second": 2.315,
"learning_rate": 1.0000000000000002e-06,
"step": 38106
},
{
"epoch": 87.89954337899543,
"grad_norm": 0.27116990089416504,
"learning_rate": 1.0000000000000002e-06,
"loss": 0.4565,
"step": 38500
},
{
"epoch": 88.0,
"eval_explained_variance": 0.4626586139202118,
"eval_kl_divergence": 0.5179023146629333,
"eval_loss": 0.4655611217021942,
"eval_mae": 0.11513540893793106,
"eval_rmse": 0.15777353942394257,
"eval_runtime": 64.6969,
"eval_samples_per_second": 36.385,
"eval_steps_per_second": 2.288,
"learning_rate": 1.0000000000000002e-06,
"step": 38544
},
{
"epoch": 89.0,
"eval_explained_variance": 0.4670461118221283,
"eval_kl_divergence": 0.29475125670433044,
"eval_loss": 0.4654468297958374,
"eval_mae": 0.11768680065870285,
"eval_rmse": 0.15736806392669678,
"eval_runtime": 64.3025,
"eval_samples_per_second": 36.608,
"eval_steps_per_second": 2.302,
"learning_rate": 1.0000000000000002e-06,
"step": 38982
},
{
"epoch": 89.04109589041096,
"grad_norm": 0.35173681378364563,
"learning_rate": 1.0000000000000002e-06,
"loss": 0.4569,
"step": 39000
},
{
"epoch": 90.0,
"eval_explained_variance": 0.46744585037231445,
"eval_kl_divergence": 0.34272825717926025,
"eval_loss": 0.4649873971939087,
"eval_mae": 0.11670031398534775,
"eval_rmse": 0.15687011182308197,
"eval_runtime": 63.1964,
"eval_samples_per_second": 37.249,
"eval_steps_per_second": 2.342,
"learning_rate": 1.0000000000000002e-06,
"step": 39420
},
{
"epoch": 90.18264840182648,
"grad_norm": 0.27881479263305664,
"learning_rate": 1.0000000000000002e-07,
"loss": 0.4561,
"step": 39500
},
{
"epoch": 91.0,
"eval_explained_variance": 0.4690658748149872,
"eval_kl_divergence": 0.27898427844047546,
"eval_loss": 0.4655340015888214,
"eval_mae": 0.11734825372695923,
"eval_rmse": 0.15720801055431366,
"eval_runtime": 62.9781,
"eval_samples_per_second": 37.378,
"eval_steps_per_second": 2.35,
"learning_rate": 1.0000000000000002e-07,
"step": 39858
},
{
"epoch": 91.32420091324201,
"grad_norm": 0.18466131389141083,
"learning_rate": 1.0000000000000002e-07,
"loss": 0.4575,
"step": 40000
},
{
"epoch": 92.0,
"eval_explained_variance": 0.4671539068222046,
"eval_kl_divergence": 0.41531136631965637,
"eval_loss": 0.4645555317401886,
"eval_mae": 0.11530810594558716,
"eval_rmse": 0.15662522614002228,
"eval_runtime": 65.5509,
"eval_samples_per_second": 35.911,
"eval_steps_per_second": 2.258,
"learning_rate": 1.0000000000000002e-07,
"step": 40296
},
{
"epoch": 92.46575342465754,
"grad_norm": 0.18533748388290405,
"learning_rate": 1.0000000000000002e-07,
"loss": 0.4569,
"step": 40500
},
{
"epoch": 93.0,
"eval_explained_variance": 0.464511513710022,
"eval_kl_divergence": 0.46641936898231506,
"eval_loss": 0.4648568034172058,
"eval_mae": 0.11531826853752136,
"eval_rmse": 0.1570696085691452,
"eval_runtime": 64.6542,
"eval_samples_per_second": 36.409,
"eval_steps_per_second": 2.289,
"learning_rate": 1.0000000000000002e-07,
"step": 40734
},
{
"epoch": 93.60730593607306,
"grad_norm": 0.27212274074554443,
"learning_rate": 1.0000000000000002e-07,
"loss": 0.456,
"step": 41000
},
{
"epoch": 94.0,
"eval_explained_variance": 0.4661947786808014,
"eval_kl_divergence": 0.3858942687511444,
"eval_loss": 0.4652610421180725,
"eval_mae": 0.11592459678649902,
"eval_rmse": 0.15684206783771515,
"eval_runtime": 63.3717,
"eval_samples_per_second": 37.146,
"eval_steps_per_second": 2.335,
"learning_rate": 1.0000000000000002e-07,
"step": 41172
},
{
"epoch": 94.0,
"learning_rate": 1.0000000000000002e-07,
"step": 41172,
"total_flos": 9.743166860733663e+19,
"train_loss": 0.46343856458701926,
"train_runtime": 26810.1674,
"train_samples_per_second": 39.181,
"train_steps_per_second": 2.451
}
],
"logging_steps": 500,
"max_steps": 65700,
"num_input_tokens_seen": 0,
"num_train_epochs": 150,
"save_steps": 500,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 10,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 0
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 9.743166860733663e+19,
"train_batch_size": 16,
"trial_name": null,
"trial_params": null
}