MF21377197's picture
End of training
c07108c verified
{
"best_metric": 0.9614,
"best_model_checkpoint": "clip-vit-base-patch32-finetuned-eurosat/checkpoint-1053",
"epoch": 2.9936034115138592,
"eval_steps": 500,
"global_step": 1053,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.03,
"grad_norm": 1.7241759300231934,
"learning_rate": 4.716981132075472e-06,
"loss": 2.3024,
"step": 10
},
{
"epoch": 0.06,
"grad_norm": 3.8202145099639893,
"learning_rate": 9.433962264150944e-06,
"loss": 2.2975,
"step": 20
},
{
"epoch": 0.09,
"grad_norm": 8.925788879394531,
"learning_rate": 1.4150943396226415e-05,
"loss": 2.2628,
"step": 30
},
{
"epoch": 0.11,
"grad_norm": 16.57902717590332,
"learning_rate": 1.8867924528301888e-05,
"loss": 2.1487,
"step": 40
},
{
"epoch": 0.14,
"grad_norm": 22.54959487915039,
"learning_rate": 2.358490566037736e-05,
"loss": 1.9168,
"step": 50
},
{
"epoch": 0.17,
"grad_norm": 20.70589256286621,
"learning_rate": 2.830188679245283e-05,
"loss": 1.7142,
"step": 60
},
{
"epoch": 0.2,
"grad_norm": 25.339296340942383,
"learning_rate": 3.30188679245283e-05,
"loss": 1.5649,
"step": 70
},
{
"epoch": 0.23,
"grad_norm": 30.290817260742188,
"learning_rate": 3.7735849056603776e-05,
"loss": 1.4656,
"step": 80
},
{
"epoch": 0.26,
"grad_norm": 36.66164016723633,
"learning_rate": 4.245283018867925e-05,
"loss": 1.2988,
"step": 90
},
{
"epoch": 0.28,
"grad_norm": 37.965667724609375,
"learning_rate": 4.716981132075472e-05,
"loss": 1.3997,
"step": 100
},
{
"epoch": 0.31,
"grad_norm": 22.961999893188477,
"learning_rate": 4.978880675818374e-05,
"loss": 1.1785,
"step": 110
},
{
"epoch": 0.34,
"grad_norm": 17.519174575805664,
"learning_rate": 4.9260823653643085e-05,
"loss": 1.1307,
"step": 120
},
{
"epoch": 0.37,
"grad_norm": 22.371517181396484,
"learning_rate": 4.8732840549102435e-05,
"loss": 1.1619,
"step": 130
},
{
"epoch": 0.4,
"grad_norm": 26.505937576293945,
"learning_rate": 4.820485744456177e-05,
"loss": 1.0016,
"step": 140
},
{
"epoch": 0.43,
"grad_norm": 26.786195755004883,
"learning_rate": 4.767687434002112e-05,
"loss": 0.9419,
"step": 150
},
{
"epoch": 0.45,
"grad_norm": 27.246932983398438,
"learning_rate": 4.7148891235480466e-05,
"loss": 0.9388,
"step": 160
},
{
"epoch": 0.48,
"grad_norm": 26.55625343322754,
"learning_rate": 4.662090813093981e-05,
"loss": 0.9833,
"step": 170
},
{
"epoch": 0.51,
"grad_norm": 31.99274253845215,
"learning_rate": 4.609292502639916e-05,
"loss": 0.9239,
"step": 180
},
{
"epoch": 0.54,
"grad_norm": 29.839174270629883,
"learning_rate": 4.55649419218585e-05,
"loss": 0.8898,
"step": 190
},
{
"epoch": 0.57,
"grad_norm": 30.187131881713867,
"learning_rate": 4.503695881731785e-05,
"loss": 0.8662,
"step": 200
},
{
"epoch": 0.6,
"grad_norm": 26.78498649597168,
"learning_rate": 4.45089757127772e-05,
"loss": 0.8236,
"step": 210
},
{
"epoch": 0.63,
"grad_norm": 21.103544235229492,
"learning_rate": 4.398099260823654e-05,
"loss": 0.8185,
"step": 220
},
{
"epoch": 0.65,
"grad_norm": 19.34087371826172,
"learning_rate": 4.3453009503695884e-05,
"loss": 0.8716,
"step": 230
},
{
"epoch": 0.68,
"grad_norm": 14.883440017700195,
"learning_rate": 4.292502639915523e-05,
"loss": 0.8187,
"step": 240
},
{
"epoch": 0.71,
"grad_norm": 16.855531692504883,
"learning_rate": 4.239704329461457e-05,
"loss": 0.7924,
"step": 250
},
{
"epoch": 0.74,
"grad_norm": 14.5891695022583,
"learning_rate": 4.186906019007392e-05,
"loss": 0.7738,
"step": 260
},
{
"epoch": 0.77,
"grad_norm": 17.91446876525879,
"learning_rate": 4.1341077085533265e-05,
"loss": 0.7254,
"step": 270
},
{
"epoch": 0.8,
"grad_norm": 16.657079696655273,
"learning_rate": 4.081309398099261e-05,
"loss": 0.7443,
"step": 280
},
{
"epoch": 0.82,
"grad_norm": 28.285350799560547,
"learning_rate": 4.028511087645195e-05,
"loss": 0.7667,
"step": 290
},
{
"epoch": 0.85,
"grad_norm": 15.021693229675293,
"learning_rate": 3.97571277719113e-05,
"loss": 0.7379,
"step": 300
},
{
"epoch": 0.88,
"grad_norm": 24.571500778198242,
"learning_rate": 3.9229144667370646e-05,
"loss": 0.7032,
"step": 310
},
{
"epoch": 0.91,
"grad_norm": 18.02920150756836,
"learning_rate": 3.870116156282999e-05,
"loss": 0.7563,
"step": 320
},
{
"epoch": 0.94,
"grad_norm": 24.86216926574707,
"learning_rate": 3.817317845828934e-05,
"loss": 0.7057,
"step": 330
},
{
"epoch": 0.97,
"grad_norm": 21.064966201782227,
"learning_rate": 3.764519535374868e-05,
"loss": 0.704,
"step": 340
},
{
"epoch": 1.0,
"grad_norm": 17.003034591674805,
"learning_rate": 3.711721224920803e-05,
"loss": 0.6844,
"step": 350
},
{
"epoch": 1.0,
"eval_accuracy": 0.8944,
"eval_loss": 0.32426366209983826,
"eval_runtime": 45.5941,
"eval_samples_per_second": 109.663,
"eval_steps_per_second": 3.443,
"step": 351
},
{
"epoch": 1.02,
"grad_norm": 16.356178283691406,
"learning_rate": 3.658922914466738e-05,
"loss": 0.6784,
"step": 360
},
{
"epoch": 1.05,
"grad_norm": 17.41063690185547,
"learning_rate": 3.6061246040126714e-05,
"loss": 0.6746,
"step": 370
},
{
"epoch": 1.08,
"grad_norm": 22.446226119995117,
"learning_rate": 3.5533262935586064e-05,
"loss": 0.7191,
"step": 380
},
{
"epoch": 1.11,
"grad_norm": 14.2515230178833,
"learning_rate": 3.500527983104541e-05,
"loss": 0.6181,
"step": 390
},
{
"epoch": 1.14,
"grad_norm": 21.2375545501709,
"learning_rate": 3.447729672650475e-05,
"loss": 0.6146,
"step": 400
},
{
"epoch": 1.17,
"grad_norm": 30.0297794342041,
"learning_rate": 3.3949313621964095e-05,
"loss": 0.5986,
"step": 410
},
{
"epoch": 1.19,
"grad_norm": 18.535289764404297,
"learning_rate": 3.3421330517423445e-05,
"loss": 0.584,
"step": 420
},
{
"epoch": 1.22,
"grad_norm": 20.00425910949707,
"learning_rate": 3.289334741288279e-05,
"loss": 0.6802,
"step": 430
},
{
"epoch": 1.25,
"grad_norm": 16.380542755126953,
"learning_rate": 3.236536430834213e-05,
"loss": 0.6259,
"step": 440
},
{
"epoch": 1.28,
"grad_norm": 14.940071105957031,
"learning_rate": 3.183738120380148e-05,
"loss": 0.6096,
"step": 450
},
{
"epoch": 1.31,
"grad_norm": 15.746271133422852,
"learning_rate": 3.130939809926082e-05,
"loss": 0.6153,
"step": 460
},
{
"epoch": 1.34,
"grad_norm": 23.13232421875,
"learning_rate": 3.078141499472017e-05,
"loss": 0.6158,
"step": 470
},
{
"epoch": 1.36,
"grad_norm": 16.764955520629883,
"learning_rate": 3.0253431890179517e-05,
"loss": 0.5553,
"step": 480
},
{
"epoch": 1.39,
"grad_norm": 14.932197570800781,
"learning_rate": 2.972544878563886e-05,
"loss": 0.5601,
"step": 490
},
{
"epoch": 1.42,
"grad_norm": 13.885882377624512,
"learning_rate": 2.9197465681098207e-05,
"loss": 0.5535,
"step": 500
},
{
"epoch": 1.45,
"grad_norm": 17.77952003479004,
"learning_rate": 2.8669482576557548e-05,
"loss": 0.6082,
"step": 510
},
{
"epoch": 1.48,
"grad_norm": 15.429793357849121,
"learning_rate": 2.8141499472016898e-05,
"loss": 0.5267,
"step": 520
},
{
"epoch": 1.51,
"grad_norm": 16.568571090698242,
"learning_rate": 2.7613516367476245e-05,
"loss": 0.5515,
"step": 530
},
{
"epoch": 1.54,
"grad_norm": 17.248546600341797,
"learning_rate": 2.7085533262935585e-05,
"loss": 0.5345,
"step": 540
},
{
"epoch": 1.56,
"grad_norm": 12.159417152404785,
"learning_rate": 2.6557550158394935e-05,
"loss": 0.4961,
"step": 550
},
{
"epoch": 1.59,
"grad_norm": 14.413479804992676,
"learning_rate": 2.6029567053854276e-05,
"loss": 0.5178,
"step": 560
},
{
"epoch": 1.62,
"grad_norm": 14.496917724609375,
"learning_rate": 2.5501583949313622e-05,
"loss": 0.5092,
"step": 570
},
{
"epoch": 1.65,
"grad_norm": 14.64006519317627,
"learning_rate": 2.497360084477297e-05,
"loss": 0.5421,
"step": 580
},
{
"epoch": 1.68,
"grad_norm": 16.412023544311523,
"learning_rate": 2.4445617740232313e-05,
"loss": 0.5297,
"step": 590
},
{
"epoch": 1.71,
"grad_norm": 13.8049898147583,
"learning_rate": 2.391763463569166e-05,
"loss": 0.5268,
"step": 600
},
{
"epoch": 1.73,
"grad_norm": 18.511188507080078,
"learning_rate": 2.3389651531151003e-05,
"loss": 0.5105,
"step": 610
},
{
"epoch": 1.76,
"grad_norm": 14.077324867248535,
"learning_rate": 2.286166842661035e-05,
"loss": 0.4611,
"step": 620
},
{
"epoch": 1.79,
"grad_norm": 13.796318054199219,
"learning_rate": 2.2333685322069694e-05,
"loss": 0.5079,
"step": 630
},
{
"epoch": 1.82,
"grad_norm": 12.892987251281738,
"learning_rate": 2.180570221752904e-05,
"loss": 0.5148,
"step": 640
},
{
"epoch": 1.85,
"grad_norm": 16.096128463745117,
"learning_rate": 2.1277719112988384e-05,
"loss": 0.5426,
"step": 650
},
{
"epoch": 1.88,
"grad_norm": 13.577393531799316,
"learning_rate": 2.074973600844773e-05,
"loss": 0.5145,
"step": 660
},
{
"epoch": 1.9,
"grad_norm": 12.556589126586914,
"learning_rate": 2.0221752903907075e-05,
"loss": 0.472,
"step": 670
},
{
"epoch": 1.93,
"grad_norm": 21.511499404907227,
"learning_rate": 1.9693769799366422e-05,
"loss": 0.5104,
"step": 680
},
{
"epoch": 1.96,
"grad_norm": 19.831825256347656,
"learning_rate": 1.9165786694825765e-05,
"loss": 0.4633,
"step": 690
},
{
"epoch": 1.99,
"grad_norm": 17.47673797607422,
"learning_rate": 1.863780359028511e-05,
"loss": 0.4737,
"step": 700
},
{
"epoch": 2.0,
"eval_accuracy": 0.9384,
"eval_loss": 0.17878523468971252,
"eval_runtime": 44.7121,
"eval_samples_per_second": 111.827,
"eval_steps_per_second": 3.511,
"step": 703
},
{
"epoch": 2.02,
"grad_norm": 13.325546264648438,
"learning_rate": 1.810982048574446e-05,
"loss": 0.4421,
"step": 710
},
{
"epoch": 2.05,
"grad_norm": 12.169154167175293,
"learning_rate": 1.7581837381203803e-05,
"loss": 0.4291,
"step": 720
},
{
"epoch": 2.08,
"grad_norm": 15.889957427978516,
"learning_rate": 1.7053854276663146e-05,
"loss": 0.4336,
"step": 730
},
{
"epoch": 2.1,
"grad_norm": 16.29996681213379,
"learning_rate": 1.6525871172122493e-05,
"loss": 0.4241,
"step": 740
},
{
"epoch": 2.13,
"grad_norm": 14.88168716430664,
"learning_rate": 1.5997888067581837e-05,
"loss": 0.3791,
"step": 750
},
{
"epoch": 2.16,
"grad_norm": 16.35209083557129,
"learning_rate": 1.5469904963041184e-05,
"loss": 0.4707,
"step": 760
},
{
"epoch": 2.19,
"grad_norm": 14.11000919342041,
"learning_rate": 1.4941921858500529e-05,
"loss": 0.405,
"step": 770
},
{
"epoch": 2.22,
"grad_norm": 12.48878288269043,
"learning_rate": 1.4413938753959874e-05,
"loss": 0.4214,
"step": 780
},
{
"epoch": 2.25,
"grad_norm": 13.443764686584473,
"learning_rate": 1.388595564941922e-05,
"loss": 0.3816,
"step": 790
},
{
"epoch": 2.27,
"grad_norm": 11.2753267288208,
"learning_rate": 1.3357972544878563e-05,
"loss": 0.4273,
"step": 800
},
{
"epoch": 2.3,
"grad_norm": 9.510777473449707,
"learning_rate": 1.2829989440337912e-05,
"loss": 0.4543,
"step": 810
},
{
"epoch": 2.33,
"grad_norm": 15.178093910217285,
"learning_rate": 1.2302006335797255e-05,
"loss": 0.4011,
"step": 820
},
{
"epoch": 2.36,
"grad_norm": 12.959372520446777,
"learning_rate": 1.17740232312566e-05,
"loss": 0.3952,
"step": 830
},
{
"epoch": 2.39,
"grad_norm": 13.760416030883789,
"learning_rate": 1.1246040126715946e-05,
"loss": 0.4096,
"step": 840
},
{
"epoch": 2.42,
"grad_norm": 14.852051734924316,
"learning_rate": 1.0718057022175291e-05,
"loss": 0.4518,
"step": 850
},
{
"epoch": 2.44,
"grad_norm": 15.75942325592041,
"learning_rate": 1.0190073917634636e-05,
"loss": 0.4095,
"step": 860
},
{
"epoch": 2.47,
"grad_norm": 12.429645538330078,
"learning_rate": 9.662090813093982e-06,
"loss": 0.3606,
"step": 870
},
{
"epoch": 2.5,
"grad_norm": 14.525588035583496,
"learning_rate": 9.134107708553327e-06,
"loss": 0.386,
"step": 880
},
{
"epoch": 2.53,
"grad_norm": 8.88588809967041,
"learning_rate": 8.606124604012672e-06,
"loss": 0.3748,
"step": 890
},
{
"epoch": 2.56,
"grad_norm": 13.352007865905762,
"learning_rate": 8.078141499472017e-06,
"loss": 0.364,
"step": 900
},
{
"epoch": 2.59,
"grad_norm": 13.020881652832031,
"learning_rate": 7.5501583949313625e-06,
"loss": 0.371,
"step": 910
},
{
"epoch": 2.62,
"grad_norm": 10.579428672790527,
"learning_rate": 7.022175290390708e-06,
"loss": 0.3952,
"step": 920
},
{
"epoch": 2.64,
"grad_norm": 14.498714447021484,
"learning_rate": 6.494192185850054e-06,
"loss": 0.3954,
"step": 930
},
{
"epoch": 2.67,
"grad_norm": 11.845131874084473,
"learning_rate": 5.966209081309398e-06,
"loss": 0.3882,
"step": 940
},
{
"epoch": 2.7,
"grad_norm": 9.537396430969238,
"learning_rate": 5.438225976768744e-06,
"loss": 0.3686,
"step": 950
},
{
"epoch": 2.73,
"grad_norm": 11.347996711730957,
"learning_rate": 4.910242872228089e-06,
"loss": 0.362,
"step": 960
},
{
"epoch": 2.76,
"grad_norm": 13.484134674072266,
"learning_rate": 4.382259767687434e-06,
"loss": 0.3536,
"step": 970
},
{
"epoch": 2.79,
"grad_norm": 12.782801628112793,
"learning_rate": 3.854276663146779e-06,
"loss": 0.3648,
"step": 980
},
{
"epoch": 2.81,
"grad_norm": 11.670198440551758,
"learning_rate": 3.326293558606125e-06,
"loss": 0.3361,
"step": 990
},
{
"epoch": 2.84,
"grad_norm": 14.617063522338867,
"learning_rate": 2.79831045406547e-06,
"loss": 0.3345,
"step": 1000
},
{
"epoch": 2.87,
"grad_norm": 10.081778526306152,
"learning_rate": 2.2703273495248154e-06,
"loss": 0.3359,
"step": 1010
},
{
"epoch": 2.9,
"grad_norm": 13.262909889221191,
"learning_rate": 1.7423442449841606e-06,
"loss": 0.3221,
"step": 1020
},
{
"epoch": 2.93,
"grad_norm": 13.598889350891113,
"learning_rate": 1.2143611404435059e-06,
"loss": 0.3582,
"step": 1030
},
{
"epoch": 2.96,
"grad_norm": 11.878829002380371,
"learning_rate": 6.863780359028511e-07,
"loss": 0.3085,
"step": 1040
},
{
"epoch": 2.99,
"grad_norm": 13.71689224243164,
"learning_rate": 1.5839493136219642e-07,
"loss": 0.3252,
"step": 1050
},
{
"epoch": 2.99,
"eval_accuracy": 0.9614,
"eval_loss": 0.12246201187372208,
"eval_runtime": 45.5034,
"eval_samples_per_second": 109.882,
"eval_steps_per_second": 3.45,
"step": 1053
},
{
"epoch": 2.99,
"step": 1053,
"total_flos": 1.0638717415807058e+19,
"train_loss": 0.6938335181754313,
"train_runtime": 1591.9984,
"train_samples_per_second": 84.799,
"train_steps_per_second": 0.661
}
],
"logging_steps": 10,
"max_steps": 1053,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 500,
"total_flos": 1.0638717415807058e+19,
"train_batch_size": 32,
"trial_name": null,
"trial_params": null
}