Soulaimen's picture
End of training
f079f16
{
"best_metric": 0.9988826815642458,
"best_model_checkpoint": "convnext-large-224-22k-1k-LongSleeveCleanedData/checkpoint-287",
"epoch": 9.94041708043694,
"global_step": 1430,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.07,
"learning_rate": 3.3333333333333335e-05,
"loss": 1.126,
"step": 10
},
{
"epoch": 0.14,
"learning_rate": 4.982332155477032e-05,
"loss": 0.4641,
"step": 20
},
{
"epoch": 0.21,
"learning_rate": 4.946996466431096e-05,
"loss": 0.1498,
"step": 30
},
{
"epoch": 0.28,
"learning_rate": 4.9116607773851593e-05,
"loss": 0.0822,
"step": 40
},
{
"epoch": 0.35,
"learning_rate": 4.8763250883392234e-05,
"loss": 0.0971,
"step": 50
},
{
"epoch": 0.42,
"learning_rate": 4.840989399293286e-05,
"loss": 0.1169,
"step": 60
},
{
"epoch": 0.49,
"learning_rate": 4.8056537102473495e-05,
"loss": 0.0601,
"step": 70
},
{
"epoch": 0.56,
"learning_rate": 4.7703180212014135e-05,
"loss": 0.0768,
"step": 80
},
{
"epoch": 0.63,
"learning_rate": 4.734982332155477e-05,
"loss": 0.0824,
"step": 90
},
{
"epoch": 0.7,
"learning_rate": 4.699646643109541e-05,
"loss": 0.1023,
"step": 100
},
{
"epoch": 0.76,
"learning_rate": 4.664310954063604e-05,
"loss": 0.0724,
"step": 110
},
{
"epoch": 0.83,
"learning_rate": 4.6289752650176684e-05,
"loss": 0.0838,
"step": 120
},
{
"epoch": 0.9,
"learning_rate": 4.593639575971732e-05,
"loss": 0.0706,
"step": 130
},
{
"epoch": 0.97,
"learning_rate": 4.558303886925796e-05,
"loss": 0.0805,
"step": 140
},
{
"epoch": 0.99,
"eval_accuracy": 0.9977653631284916,
"eval_loss": 0.009151672944426537,
"eval_runtime": 385.1025,
"eval_samples_per_second": 2.324,
"eval_steps_per_second": 0.291,
"step": 143
},
{
"epoch": 1.04,
"learning_rate": 4.5229681978798585e-05,
"loss": 0.082,
"step": 150
},
{
"epoch": 1.11,
"learning_rate": 4.4876325088339225e-05,
"loss": 0.0348,
"step": 160
},
{
"epoch": 1.18,
"learning_rate": 4.452296819787986e-05,
"loss": 0.1542,
"step": 170
},
{
"epoch": 1.25,
"learning_rate": 4.416961130742049e-05,
"loss": 0.0675,
"step": 180
},
{
"epoch": 1.32,
"learning_rate": 4.381625441696113e-05,
"loss": 0.096,
"step": 190
},
{
"epoch": 1.39,
"learning_rate": 4.346289752650177e-05,
"loss": 0.0616,
"step": 200
},
{
"epoch": 1.46,
"learning_rate": 4.310954063604241e-05,
"loss": 0.0636,
"step": 210
},
{
"epoch": 1.53,
"learning_rate": 4.275618374558304e-05,
"loss": 0.0508,
"step": 220
},
{
"epoch": 1.6,
"learning_rate": 4.240282685512368e-05,
"loss": 0.0825,
"step": 230
},
{
"epoch": 1.67,
"learning_rate": 4.204946996466431e-05,
"loss": 0.0513,
"step": 240
},
{
"epoch": 1.74,
"learning_rate": 4.169611307420495e-05,
"loss": 0.0455,
"step": 250
},
{
"epoch": 1.81,
"learning_rate": 4.134275618374558e-05,
"loss": 0.105,
"step": 260
},
{
"epoch": 1.88,
"learning_rate": 4.0989399293286223e-05,
"loss": 0.0822,
"step": 270
},
{
"epoch": 1.95,
"learning_rate": 4.063604240282686e-05,
"loss": 0.0396,
"step": 280
},
{
"epoch": 2.0,
"eval_accuracy": 0.9988826815642458,
"eval_loss": 0.005963917821645737,
"eval_runtime": 41.4755,
"eval_samples_per_second": 21.579,
"eval_steps_per_second": 2.7,
"step": 287
},
{
"epoch": 2.02,
"learning_rate": 4.028268551236749e-05,
"loss": 0.075,
"step": 290
},
{
"epoch": 2.09,
"learning_rate": 3.992932862190813e-05,
"loss": 0.0661,
"step": 300
},
{
"epoch": 2.15,
"learning_rate": 3.9575971731448765e-05,
"loss": 0.0343,
"step": 310
},
{
"epoch": 2.22,
"learning_rate": 3.9222614840989406e-05,
"loss": 0.0574,
"step": 320
},
{
"epoch": 2.29,
"learning_rate": 3.886925795053003e-05,
"loss": 0.1035,
"step": 330
},
{
"epoch": 2.36,
"learning_rate": 3.851590106007067e-05,
"loss": 0.0878,
"step": 340
},
{
"epoch": 2.43,
"learning_rate": 3.816254416961131e-05,
"loss": 0.0474,
"step": 350
},
{
"epoch": 2.5,
"learning_rate": 3.780918727915195e-05,
"loss": 0.0357,
"step": 360
},
{
"epoch": 2.57,
"learning_rate": 3.745583038869258e-05,
"loss": 0.0574,
"step": 370
},
{
"epoch": 2.64,
"learning_rate": 3.710247349823322e-05,
"loss": 0.0671,
"step": 380
},
{
"epoch": 2.71,
"learning_rate": 3.6749116607773855e-05,
"loss": 0.0608,
"step": 390
},
{
"epoch": 2.78,
"learning_rate": 3.639575971731449e-05,
"loss": 0.0706,
"step": 400
},
{
"epoch": 2.85,
"learning_rate": 3.604240282685513e-05,
"loss": 0.0404,
"step": 410
},
{
"epoch": 2.92,
"learning_rate": 3.5689045936395756e-05,
"loss": 0.0663,
"step": 420
},
{
"epoch": 2.99,
"learning_rate": 3.53356890459364e-05,
"loss": 0.0382,
"step": 430
},
{
"epoch": 3.0,
"eval_accuracy": 0.9988826815642458,
"eval_loss": 0.0049131326377391815,
"eval_runtime": 40.5246,
"eval_samples_per_second": 22.085,
"eval_steps_per_second": 2.764,
"step": 431
},
{
"epoch": 3.06,
"learning_rate": 3.498233215547703e-05,
"loss": 0.0474,
"step": 440
},
{
"epoch": 3.13,
"learning_rate": 3.462897526501767e-05,
"loss": 0.0526,
"step": 450
},
{
"epoch": 3.2,
"learning_rate": 3.4275618374558305e-05,
"loss": 0.053,
"step": 460
},
{
"epoch": 3.27,
"learning_rate": 3.3922261484098945e-05,
"loss": 0.064,
"step": 470
},
{
"epoch": 3.34,
"learning_rate": 3.356890459363958e-05,
"loss": 0.0414,
"step": 480
},
{
"epoch": 3.41,
"learning_rate": 3.321554770318021e-05,
"loss": 0.0448,
"step": 490
},
{
"epoch": 3.48,
"learning_rate": 3.286219081272085e-05,
"loss": 0.0379,
"step": 500
},
{
"epoch": 3.55,
"learning_rate": 3.250883392226148e-05,
"loss": 0.0506,
"step": 510
},
{
"epoch": 3.61,
"learning_rate": 3.215547703180212e-05,
"loss": 0.0412,
"step": 520
},
{
"epoch": 3.68,
"learning_rate": 3.1802120141342755e-05,
"loss": 0.0684,
"step": 530
},
{
"epoch": 3.75,
"learning_rate": 3.1448763250883395e-05,
"loss": 0.0738,
"step": 540
},
{
"epoch": 3.82,
"learning_rate": 3.109540636042403e-05,
"loss": 0.0408,
"step": 550
},
{
"epoch": 3.89,
"learning_rate": 3.074204946996467e-05,
"loss": 0.0344,
"step": 560
},
{
"epoch": 3.96,
"learning_rate": 3.03886925795053e-05,
"loss": 0.0394,
"step": 570
},
{
"epoch": 4.0,
"eval_accuracy": 0.9977653631284916,
"eval_loss": 0.003506433218717575,
"eval_runtime": 40.9642,
"eval_samples_per_second": 21.848,
"eval_steps_per_second": 2.734,
"step": 575
},
{
"epoch": 4.03,
"learning_rate": 3.003533568904594e-05,
"loss": 0.0404,
"step": 580
},
{
"epoch": 4.1,
"learning_rate": 2.9681978798586574e-05,
"loss": 0.0426,
"step": 590
},
{
"epoch": 4.17,
"learning_rate": 2.9328621908127208e-05,
"loss": 0.0365,
"step": 600
},
{
"epoch": 4.24,
"learning_rate": 2.8975265017667848e-05,
"loss": 0.0488,
"step": 610
},
{
"epoch": 4.31,
"learning_rate": 2.862190812720848e-05,
"loss": 0.0381,
"step": 620
},
{
"epoch": 4.38,
"learning_rate": 2.826855123674912e-05,
"loss": 0.0633,
"step": 630
},
{
"epoch": 4.45,
"learning_rate": 2.7915194346289753e-05,
"loss": 0.046,
"step": 640
},
{
"epoch": 4.52,
"learning_rate": 2.7561837455830393e-05,
"loss": 0.0665,
"step": 650
},
{
"epoch": 4.59,
"learning_rate": 2.7208480565371023e-05,
"loss": 0.0397,
"step": 660
},
{
"epoch": 4.66,
"learning_rate": 2.6855123674911664e-05,
"loss": 0.0605,
"step": 670
},
{
"epoch": 4.73,
"learning_rate": 2.6501766784452298e-05,
"loss": 0.019,
"step": 680
},
{
"epoch": 4.8,
"learning_rate": 2.6148409893992938e-05,
"loss": 0.0394,
"step": 690
},
{
"epoch": 4.87,
"learning_rate": 2.5795053003533572e-05,
"loss": 0.0488,
"step": 700
},
{
"epoch": 4.94,
"learning_rate": 2.5441696113074202e-05,
"loss": 0.0269,
"step": 710
},
{
"epoch": 5.0,
"eval_accuracy": 0.9988826815642458,
"eval_loss": 0.0033426920417696238,
"eval_runtime": 40.8952,
"eval_samples_per_second": 21.885,
"eval_steps_per_second": 2.739,
"step": 719
},
{
"epoch": 5.0,
"learning_rate": 2.5088339222614843e-05,
"loss": 0.021,
"step": 720
},
{
"epoch": 5.07,
"learning_rate": 2.473498233215548e-05,
"loss": 0.0635,
"step": 730
},
{
"epoch": 5.14,
"learning_rate": 2.4381625441696117e-05,
"loss": 0.0391,
"step": 740
},
{
"epoch": 5.21,
"learning_rate": 2.4028268551236747e-05,
"loss": 0.0583,
"step": 750
},
{
"epoch": 5.28,
"learning_rate": 2.3674911660777384e-05,
"loss": 0.0248,
"step": 760
},
{
"epoch": 5.35,
"learning_rate": 2.332155477031802e-05,
"loss": 0.0309,
"step": 770
},
{
"epoch": 5.42,
"learning_rate": 2.296819787985866e-05,
"loss": 0.0403,
"step": 780
},
{
"epoch": 5.49,
"learning_rate": 2.2614840989399292e-05,
"loss": 0.0602,
"step": 790
},
{
"epoch": 5.56,
"learning_rate": 2.226148409893993e-05,
"loss": 0.0152,
"step": 800
},
{
"epoch": 5.63,
"learning_rate": 2.1908127208480567e-05,
"loss": 0.0581,
"step": 810
},
{
"epoch": 5.7,
"learning_rate": 2.1554770318021204e-05,
"loss": 0.0292,
"step": 820
},
{
"epoch": 5.77,
"learning_rate": 2.120141342756184e-05,
"loss": 0.045,
"step": 830
},
{
"epoch": 5.84,
"learning_rate": 2.0848056537102475e-05,
"loss": 0.0278,
"step": 840
},
{
"epoch": 5.91,
"learning_rate": 2.0494699646643112e-05,
"loss": 0.0743,
"step": 850
},
{
"epoch": 5.98,
"learning_rate": 2.0141342756183745e-05,
"loss": 0.0249,
"step": 860
},
{
"epoch": 6.0,
"eval_accuracy": 0.9988826815642458,
"eval_loss": 0.0035183620639145374,
"eval_runtime": 39.497,
"eval_samples_per_second": 22.66,
"eval_steps_per_second": 2.836,
"step": 863
},
{
"epoch": 6.05,
"learning_rate": 1.9787985865724383e-05,
"loss": 0.0336,
"step": 870
},
{
"epoch": 6.12,
"learning_rate": 1.9434628975265016e-05,
"loss": 0.0408,
"step": 880
},
{
"epoch": 6.19,
"learning_rate": 1.9081272084805653e-05,
"loss": 0.0255,
"step": 890
},
{
"epoch": 6.26,
"learning_rate": 1.872791519434629e-05,
"loss": 0.0309,
"step": 900
},
{
"epoch": 6.33,
"learning_rate": 1.8374558303886928e-05,
"loss": 0.0479,
"step": 910
},
{
"epoch": 6.4,
"learning_rate": 1.8021201413427565e-05,
"loss": 0.0268,
"step": 920
},
{
"epoch": 6.46,
"learning_rate": 1.76678445229682e-05,
"loss": 0.0553,
"step": 930
},
{
"epoch": 6.53,
"learning_rate": 1.7314487632508836e-05,
"loss": 0.0169,
"step": 940
},
{
"epoch": 6.6,
"learning_rate": 1.6961130742049473e-05,
"loss": 0.0245,
"step": 950
},
{
"epoch": 6.67,
"learning_rate": 1.6607773851590106e-05,
"loss": 0.0242,
"step": 960
},
{
"epoch": 6.74,
"learning_rate": 1.625441696113074e-05,
"loss": 0.0303,
"step": 970
},
{
"epoch": 6.81,
"learning_rate": 1.5901060070671377e-05,
"loss": 0.0527,
"step": 980
},
{
"epoch": 6.88,
"learning_rate": 1.5547703180212014e-05,
"loss": 0.0296,
"step": 990
},
{
"epoch": 6.95,
"learning_rate": 1.519434628975265e-05,
"loss": 0.0388,
"step": 1000
},
{
"epoch": 7.0,
"eval_accuracy": 0.9988826815642458,
"eval_loss": 0.005780559964478016,
"eval_runtime": 41.8587,
"eval_samples_per_second": 21.381,
"eval_steps_per_second": 2.676,
"step": 1007
},
{
"epoch": 7.02,
"learning_rate": 1.4840989399293287e-05,
"loss": 0.0124,
"step": 1010
},
{
"epoch": 7.09,
"learning_rate": 1.4487632508833924e-05,
"loss": 0.0487,
"step": 1020
},
{
"epoch": 7.16,
"learning_rate": 1.413427561837456e-05,
"loss": 0.0464,
"step": 1030
},
{
"epoch": 7.23,
"learning_rate": 1.3780918727915197e-05,
"loss": 0.013,
"step": 1040
},
{
"epoch": 7.3,
"learning_rate": 1.3427561837455832e-05,
"loss": 0.0411,
"step": 1050
},
{
"epoch": 7.37,
"learning_rate": 1.3074204946996469e-05,
"loss": 0.0318,
"step": 1060
},
{
"epoch": 7.44,
"learning_rate": 1.2720848056537101e-05,
"loss": 0.0382,
"step": 1070
},
{
"epoch": 7.51,
"learning_rate": 1.236749116607774e-05,
"loss": 0.0275,
"step": 1080
},
{
"epoch": 7.58,
"learning_rate": 1.2014134275618374e-05,
"loss": 0.0168,
"step": 1090
},
{
"epoch": 7.65,
"learning_rate": 1.166077738515901e-05,
"loss": 0.0452,
"step": 1100
},
{
"epoch": 7.72,
"learning_rate": 1.1307420494699646e-05,
"loss": 0.0307,
"step": 1110
},
{
"epoch": 7.79,
"learning_rate": 1.0954063604240283e-05,
"loss": 0.0359,
"step": 1120
},
{
"epoch": 7.86,
"learning_rate": 1.060070671378092e-05,
"loss": 0.0341,
"step": 1130
},
{
"epoch": 7.92,
"learning_rate": 1.0247349823321556e-05,
"loss": 0.0587,
"step": 1140
},
{
"epoch": 7.99,
"learning_rate": 9.893992932862191e-06,
"loss": 0.0175,
"step": 1150
},
{
"epoch": 7.99,
"eval_accuracy": 0.9988826815642458,
"eval_loss": 0.003908189013600349,
"eval_runtime": 41.7986,
"eval_samples_per_second": 21.412,
"eval_steps_per_second": 2.68,
"step": 1150
},
{
"epoch": 8.06,
"learning_rate": 9.540636042402827e-06,
"loss": 0.0397,
"step": 1160
},
{
"epoch": 8.13,
"learning_rate": 9.187279151943464e-06,
"loss": 0.0422,
"step": 1170
},
{
"epoch": 8.2,
"learning_rate": 8.8339222614841e-06,
"loss": 0.0324,
"step": 1180
},
{
"epoch": 8.27,
"learning_rate": 8.480565371024736e-06,
"loss": 0.0206,
"step": 1190
},
{
"epoch": 8.34,
"learning_rate": 8.12720848056537e-06,
"loss": 0.0306,
"step": 1200
},
{
"epoch": 8.41,
"learning_rate": 7.773851590106007e-06,
"loss": 0.0436,
"step": 1210
},
{
"epoch": 8.48,
"learning_rate": 7.4204946996466435e-06,
"loss": 0.0125,
"step": 1220
},
{
"epoch": 8.55,
"learning_rate": 7.06713780918728e-06,
"loss": 0.0265,
"step": 1230
},
{
"epoch": 8.62,
"learning_rate": 6.713780918727916e-06,
"loss": 0.0232,
"step": 1240
},
{
"epoch": 8.69,
"learning_rate": 6.3604240282685506e-06,
"loss": 0.039,
"step": 1250
},
{
"epoch": 8.76,
"learning_rate": 6.007067137809187e-06,
"loss": 0.0245,
"step": 1260
},
{
"epoch": 8.83,
"learning_rate": 5.653710247349823e-06,
"loss": 0.0447,
"step": 1270
},
{
"epoch": 8.9,
"learning_rate": 5.30035335689046e-06,
"loss": 0.0179,
"step": 1280
},
{
"epoch": 8.97,
"learning_rate": 4.946996466431096e-06,
"loss": 0.041,
"step": 1290
},
{
"epoch": 9.0,
"eval_accuracy": 0.9988826815642458,
"eval_loss": 0.0022225547581911087,
"eval_runtime": 41.6857,
"eval_samples_per_second": 21.47,
"eval_steps_per_second": 2.687,
"step": 1294
},
{
"epoch": 9.04,
"learning_rate": 4.593639575971732e-06,
"loss": 0.0294,
"step": 1300
},
{
"epoch": 9.11,
"learning_rate": 4.240282685512368e-06,
"loss": 0.0258,
"step": 1310
},
{
"epoch": 9.18,
"learning_rate": 3.886925795053004e-06,
"loss": 0.0357,
"step": 1320
},
{
"epoch": 9.25,
"learning_rate": 3.53356890459364e-06,
"loss": 0.0065,
"step": 1330
},
{
"epoch": 9.31,
"learning_rate": 3.1802120141342753e-06,
"loss": 0.0199,
"step": 1340
},
{
"epoch": 9.38,
"learning_rate": 2.8268551236749116e-06,
"loss": 0.0175,
"step": 1350
},
{
"epoch": 9.45,
"learning_rate": 2.473498233215548e-06,
"loss": 0.023,
"step": 1360
},
{
"epoch": 9.52,
"learning_rate": 2.120141342756184e-06,
"loss": 0.026,
"step": 1370
},
{
"epoch": 9.59,
"learning_rate": 1.76678445229682e-06,
"loss": 0.0327,
"step": 1380
},
{
"epoch": 9.66,
"learning_rate": 1.4134275618374558e-06,
"loss": 0.0374,
"step": 1390
},
{
"epoch": 9.73,
"learning_rate": 1.060070671378092e-06,
"loss": 0.0272,
"step": 1400
},
{
"epoch": 9.8,
"learning_rate": 7.067137809187279e-07,
"loss": 0.0303,
"step": 1410
},
{
"epoch": 9.87,
"learning_rate": 3.5335689045936394e-07,
"loss": 0.0343,
"step": 1420
},
{
"epoch": 9.94,
"learning_rate": 0.0,
"loss": 0.0432,
"step": 1430
},
{
"epoch": 9.94,
"eval_accuracy": 0.9988826815642458,
"eval_loss": 0.0024573865812271833,
"eval_runtime": 40.191,
"eval_samples_per_second": 22.269,
"eval_steps_per_second": 2.787,
"step": 1430
},
{
"epoch": 9.94,
"step": 1430,
"total_flos": 1.4186448226450612e+19,
"train_loss": 0.0581204283070731,
"train_runtime": 12121.0022,
"train_samples_per_second": 6.643,
"train_steps_per_second": 0.118
}
],
"max_steps": 1430,
"num_train_epochs": 10,
"total_flos": 1.4186448226450612e+19,
"trial_name": null,
"trial_params": null
}