Soulaimen's picture
End of training
5948688
raw
history blame
No virus
20.1 kB
{
"best_metric": 0.9977298524404086,
"best_model_checkpoint": "convnext-large-224-22k-1k-bottomCleanedData/checkpoint-1410",
"epoch": 9.959636730575177,
"global_step": 1410,
"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": 1.2719,
"step": 10
},
{
"epoch": 0.14,
"learning_rate": 4.982078853046595e-05,
"loss": 0.6765,
"step": 20
},
{
"epoch": 0.21,
"learning_rate": 4.9462365591397855e-05,
"loss": 0.3213,
"step": 30
},
{
"epoch": 0.28,
"learning_rate": 4.910394265232976e-05,
"loss": 0.3087,
"step": 40
},
{
"epoch": 0.35,
"learning_rate": 4.874551971326165e-05,
"loss": 0.2588,
"step": 50
},
{
"epoch": 0.42,
"learning_rate": 4.8387096774193554e-05,
"loss": 0.2356,
"step": 60
},
{
"epoch": 0.49,
"learning_rate": 4.802867383512545e-05,
"loss": 0.1907,
"step": 70
},
{
"epoch": 0.57,
"learning_rate": 4.767025089605735e-05,
"loss": 0.1983,
"step": 80
},
{
"epoch": 0.64,
"learning_rate": 4.731182795698925e-05,
"loss": 0.2132,
"step": 90
},
{
"epoch": 0.71,
"learning_rate": 4.695340501792115e-05,
"loss": 0.2153,
"step": 100
},
{
"epoch": 0.78,
"learning_rate": 4.659498207885305e-05,
"loss": 0.1866,
"step": 110
},
{
"epoch": 0.85,
"learning_rate": 4.6236559139784944e-05,
"loss": 0.2212,
"step": 120
},
{
"epoch": 0.92,
"learning_rate": 4.5878136200716846e-05,
"loss": 0.1742,
"step": 130
},
{
"epoch": 0.99,
"learning_rate": 4.551971326164875e-05,
"loss": 0.2003,
"step": 140
},
{
"epoch": 1.0,
"eval_accuracy": 0.9807037457434733,
"eval_loss": 0.06275633722543716,
"eval_runtime": 223.5329,
"eval_samples_per_second": 3.941,
"eval_steps_per_second": 0.497,
"step": 141
},
{
"epoch": 1.06,
"learning_rate": 4.516129032258064e-05,
"loss": 0.1657,
"step": 150
},
{
"epoch": 1.13,
"learning_rate": 4.4802867383512545e-05,
"loss": 0.1503,
"step": 160
},
{
"epoch": 1.2,
"learning_rate": 4.4444444444444447e-05,
"loss": 0.1132,
"step": 170
},
{
"epoch": 1.27,
"learning_rate": 4.408602150537635e-05,
"loss": 0.2287,
"step": 180
},
{
"epoch": 1.34,
"learning_rate": 4.372759856630825e-05,
"loss": 0.1989,
"step": 190
},
{
"epoch": 1.41,
"learning_rate": 4.3369175627240145e-05,
"loss": 0.1187,
"step": 200
},
{
"epoch": 1.48,
"learning_rate": 4.301075268817205e-05,
"loss": 0.1305,
"step": 210
},
{
"epoch": 1.55,
"learning_rate": 4.265232974910394e-05,
"loss": 0.1266,
"step": 220
},
{
"epoch": 1.62,
"learning_rate": 4.2293906810035844e-05,
"loss": 0.135,
"step": 230
},
{
"epoch": 1.7,
"learning_rate": 4.1935483870967746e-05,
"loss": 0.0955,
"step": 240
},
{
"epoch": 1.77,
"learning_rate": 4.157706093189964e-05,
"loss": 0.1104,
"step": 250
},
{
"epoch": 1.84,
"learning_rate": 4.121863799283154e-05,
"loss": 0.1446,
"step": 260
},
{
"epoch": 1.91,
"learning_rate": 4.0860215053763444e-05,
"loss": 0.1684,
"step": 270
},
{
"epoch": 1.98,
"learning_rate": 4.050179211469534e-05,
"loss": 0.1568,
"step": 280
},
{
"epoch": 2.0,
"eval_accuracy": 0.9943246311010215,
"eval_loss": 0.017290491610765457,
"eval_runtime": 25.8711,
"eval_samples_per_second": 34.053,
"eval_steps_per_second": 4.291,
"step": 283
},
{
"epoch": 2.05,
"learning_rate": 4.014336917562724e-05,
"loss": 0.1317,
"step": 290
},
{
"epoch": 2.12,
"learning_rate": 3.978494623655914e-05,
"loss": 0.1638,
"step": 300
},
{
"epoch": 2.19,
"learning_rate": 3.9426523297491045e-05,
"loss": 0.1481,
"step": 310
},
{
"epoch": 2.26,
"learning_rate": 3.906810035842295e-05,
"loss": 0.1343,
"step": 320
},
{
"epoch": 2.33,
"learning_rate": 3.870967741935484e-05,
"loss": 0.1474,
"step": 330
},
{
"epoch": 2.4,
"learning_rate": 3.8351254480286743e-05,
"loss": 0.1385,
"step": 340
},
{
"epoch": 2.47,
"learning_rate": 3.799283154121864e-05,
"loss": 0.1427,
"step": 350
},
{
"epoch": 2.54,
"learning_rate": 3.763440860215054e-05,
"loss": 0.1364,
"step": 360
},
{
"epoch": 2.61,
"learning_rate": 3.727598566308244e-05,
"loss": 0.1234,
"step": 370
},
{
"epoch": 2.68,
"learning_rate": 3.691756272401434e-05,
"loss": 0.1629,
"step": 380
},
{
"epoch": 2.75,
"learning_rate": 3.655913978494624e-05,
"loss": 0.1361,
"step": 390
},
{
"epoch": 2.83,
"learning_rate": 3.6200716845878134e-05,
"loss": 0.1209,
"step": 400
},
{
"epoch": 2.9,
"learning_rate": 3.5842293906810036e-05,
"loss": 0.099,
"step": 410
},
{
"epoch": 2.97,
"learning_rate": 3.548387096774194e-05,
"loss": 0.1499,
"step": 420
},
{
"epoch": 2.99,
"eval_accuracy": 0.9897843359818388,
"eval_loss": 0.02106553688645363,
"eval_runtime": 26.0936,
"eval_samples_per_second": 33.763,
"eval_steps_per_second": 4.254,
"step": 424
},
{
"epoch": 3.04,
"learning_rate": 3.512544802867383e-05,
"loss": 0.1292,
"step": 430
},
{
"epoch": 3.11,
"learning_rate": 3.4767025089605734e-05,
"loss": 0.1215,
"step": 440
},
{
"epoch": 3.18,
"learning_rate": 3.4408602150537636e-05,
"loss": 0.0976,
"step": 450
},
{
"epoch": 3.25,
"learning_rate": 3.405017921146954e-05,
"loss": 0.1018,
"step": 460
},
{
"epoch": 3.32,
"learning_rate": 3.369175627240144e-05,
"loss": 0.099,
"step": 470
},
{
"epoch": 3.39,
"learning_rate": 3.3333333333333335e-05,
"loss": 0.1296,
"step": 480
},
{
"epoch": 3.46,
"learning_rate": 3.297491039426524e-05,
"loss": 0.0928,
"step": 490
},
{
"epoch": 3.53,
"learning_rate": 3.261648745519714e-05,
"loss": 0.1145,
"step": 500
},
{
"epoch": 3.6,
"learning_rate": 3.2258064516129034e-05,
"loss": 0.0758,
"step": 510
},
{
"epoch": 3.67,
"learning_rate": 3.1899641577060935e-05,
"loss": 0.1415,
"step": 520
},
{
"epoch": 3.74,
"learning_rate": 3.154121863799283e-05,
"loss": 0.1325,
"step": 530
},
{
"epoch": 3.81,
"learning_rate": 3.118279569892473e-05,
"loss": 0.0911,
"step": 540
},
{
"epoch": 3.88,
"learning_rate": 3.0824372759856634e-05,
"loss": 0.1137,
"step": 550
},
{
"epoch": 3.96,
"learning_rate": 3.046594982078853e-05,
"loss": 0.1189,
"step": 560
},
{
"epoch": 4.0,
"eval_accuracy": 0.9954597048808173,
"eval_loss": 0.014032257720828056,
"eval_runtime": 26.0944,
"eval_samples_per_second": 33.762,
"eval_steps_per_second": 4.254,
"step": 566
},
{
"epoch": 4.03,
"learning_rate": 3.010752688172043e-05,
"loss": 0.1333,
"step": 570
},
{
"epoch": 4.1,
"learning_rate": 2.974910394265233e-05,
"loss": 0.117,
"step": 580
},
{
"epoch": 4.17,
"learning_rate": 2.939068100358423e-05,
"loss": 0.0785,
"step": 590
},
{
"epoch": 4.24,
"learning_rate": 2.9032258064516133e-05,
"loss": 0.1046,
"step": 600
},
{
"epoch": 4.31,
"learning_rate": 2.8673835125448028e-05,
"loss": 0.1224,
"step": 610
},
{
"epoch": 4.38,
"learning_rate": 2.831541218637993e-05,
"loss": 0.0919,
"step": 620
},
{
"epoch": 4.45,
"learning_rate": 2.7956989247311828e-05,
"loss": 0.1267,
"step": 630
},
{
"epoch": 4.52,
"learning_rate": 2.759856630824373e-05,
"loss": 0.1165,
"step": 640
},
{
"epoch": 4.59,
"learning_rate": 2.7240143369175632e-05,
"loss": 0.097,
"step": 650
},
{
"epoch": 4.66,
"learning_rate": 2.6881720430107527e-05,
"loss": 0.1161,
"step": 660
},
{
"epoch": 4.73,
"learning_rate": 2.652329749103943e-05,
"loss": 0.0893,
"step": 670
},
{
"epoch": 4.8,
"learning_rate": 2.616487455197133e-05,
"loss": 0.0914,
"step": 680
},
{
"epoch": 4.87,
"learning_rate": 2.5806451612903226e-05,
"loss": 0.1219,
"step": 690
},
{
"epoch": 4.94,
"learning_rate": 2.5448028673835127e-05,
"loss": 0.084,
"step": 700
},
{
"epoch": 4.99,
"eval_accuracy": 0.9954597048808173,
"eval_loss": 0.010512987151741982,
"eval_runtime": 26.0838,
"eval_samples_per_second": 33.776,
"eval_steps_per_second": 4.256,
"step": 707
},
{
"epoch": 5.02,
"learning_rate": 2.5089605734767026e-05,
"loss": 0.0815,
"step": 710
},
{
"epoch": 5.09,
"learning_rate": 2.4731182795698928e-05,
"loss": 0.1426,
"step": 720
},
{
"epoch": 5.16,
"learning_rate": 2.4372759856630826e-05,
"loss": 0.0623,
"step": 730
},
{
"epoch": 5.23,
"learning_rate": 2.4014336917562724e-05,
"loss": 0.092,
"step": 740
},
{
"epoch": 5.3,
"learning_rate": 2.3655913978494626e-05,
"loss": 0.0939,
"step": 750
},
{
"epoch": 5.37,
"learning_rate": 2.3297491039426525e-05,
"loss": 0.0912,
"step": 760
},
{
"epoch": 5.44,
"learning_rate": 2.2939068100358423e-05,
"loss": 0.1064,
"step": 770
},
{
"epoch": 5.51,
"learning_rate": 2.258064516129032e-05,
"loss": 0.0856,
"step": 780
},
{
"epoch": 5.58,
"learning_rate": 2.2222222222222223e-05,
"loss": 0.0998,
"step": 790
},
{
"epoch": 5.65,
"learning_rate": 2.1863799283154125e-05,
"loss": 0.0651,
"step": 800
},
{
"epoch": 5.72,
"learning_rate": 2.1505376344086024e-05,
"loss": 0.0907,
"step": 810
},
{
"epoch": 5.79,
"learning_rate": 2.1146953405017922e-05,
"loss": 0.0752,
"step": 820
},
{
"epoch": 5.86,
"learning_rate": 2.078853046594982e-05,
"loss": 0.0567,
"step": 830
},
{
"epoch": 5.93,
"learning_rate": 2.0430107526881722e-05,
"loss": 0.0797,
"step": 840
},
{
"epoch": 6.0,
"eval_accuracy": 0.996594778660613,
"eval_loss": 0.009303615428507328,
"eval_runtime": 26.0264,
"eval_samples_per_second": 33.85,
"eval_steps_per_second": 4.265,
"step": 849
},
{
"epoch": 6.0,
"learning_rate": 2.007168458781362e-05,
"loss": 0.0576,
"step": 850
},
{
"epoch": 6.07,
"learning_rate": 1.9713261648745522e-05,
"loss": 0.0882,
"step": 860
},
{
"epoch": 6.15,
"learning_rate": 1.935483870967742e-05,
"loss": 0.0673,
"step": 870
},
{
"epoch": 6.22,
"learning_rate": 1.899641577060932e-05,
"loss": 0.0407,
"step": 880
},
{
"epoch": 6.29,
"learning_rate": 1.863799283154122e-05,
"loss": 0.08,
"step": 890
},
{
"epoch": 6.36,
"learning_rate": 1.827956989247312e-05,
"loss": 0.0476,
"step": 900
},
{
"epoch": 6.43,
"learning_rate": 1.7921146953405018e-05,
"loss": 0.0762,
"step": 910
},
{
"epoch": 6.5,
"learning_rate": 1.7562724014336916e-05,
"loss": 0.0813,
"step": 920
},
{
"epoch": 6.57,
"learning_rate": 1.7204301075268818e-05,
"loss": 0.0619,
"step": 930
},
{
"epoch": 6.64,
"learning_rate": 1.684587813620072e-05,
"loss": 0.07,
"step": 940
},
{
"epoch": 6.71,
"learning_rate": 1.648745519713262e-05,
"loss": 0.0903,
"step": 950
},
{
"epoch": 6.78,
"learning_rate": 1.6129032258064517e-05,
"loss": 0.0852,
"step": 960
},
{
"epoch": 6.85,
"learning_rate": 1.5770609318996415e-05,
"loss": 0.0944,
"step": 970
},
{
"epoch": 6.92,
"learning_rate": 1.5412186379928317e-05,
"loss": 0.0597,
"step": 980
},
{
"epoch": 6.99,
"learning_rate": 1.5053763440860215e-05,
"loss": 0.0781,
"step": 990
},
{
"epoch": 7.0,
"eval_accuracy": 0.9920544835414302,
"eval_loss": 0.015680786222219467,
"eval_runtime": 25.9238,
"eval_samples_per_second": 33.984,
"eval_steps_per_second": 4.282,
"step": 991
},
{
"epoch": 7.06,
"learning_rate": 1.4695340501792116e-05,
"loss": 0.0906,
"step": 1000
},
{
"epoch": 7.13,
"learning_rate": 1.4336917562724014e-05,
"loss": 0.0787,
"step": 1010
},
{
"epoch": 7.2,
"learning_rate": 1.3978494623655914e-05,
"loss": 0.082,
"step": 1020
},
{
"epoch": 7.28,
"learning_rate": 1.3620071684587816e-05,
"loss": 0.0526,
"step": 1030
},
{
"epoch": 7.35,
"learning_rate": 1.3261648745519714e-05,
"loss": 0.0686,
"step": 1040
},
{
"epoch": 7.42,
"learning_rate": 1.2903225806451613e-05,
"loss": 0.0532,
"step": 1050
},
{
"epoch": 7.49,
"learning_rate": 1.2544802867383513e-05,
"loss": 0.0541,
"step": 1060
},
{
"epoch": 7.56,
"learning_rate": 1.2186379928315413e-05,
"loss": 0.0397,
"step": 1070
},
{
"epoch": 7.63,
"learning_rate": 1.1827956989247313e-05,
"loss": 0.0428,
"step": 1080
},
{
"epoch": 7.7,
"learning_rate": 1.1469534050179212e-05,
"loss": 0.0597,
"step": 1090
},
{
"epoch": 7.77,
"learning_rate": 1.1111111111111112e-05,
"loss": 0.0498,
"step": 1100
},
{
"epoch": 7.84,
"learning_rate": 1.0752688172043012e-05,
"loss": 0.102,
"step": 1110
},
{
"epoch": 7.91,
"learning_rate": 1.039426523297491e-05,
"loss": 0.0565,
"step": 1120
},
{
"epoch": 7.98,
"learning_rate": 1.003584229390681e-05,
"loss": 0.1075,
"step": 1130
},
{
"epoch": 8.0,
"eval_accuracy": 0.9943246311010215,
"eval_loss": 0.00790259800851345,
"eval_runtime": 26.0939,
"eval_samples_per_second": 33.763,
"eval_steps_per_second": 4.254,
"step": 1132
},
{
"epoch": 8.05,
"learning_rate": 9.67741935483871e-06,
"loss": 0.0333,
"step": 1140
},
{
"epoch": 8.12,
"learning_rate": 9.31899641577061e-06,
"loss": 0.073,
"step": 1150
},
{
"epoch": 8.19,
"learning_rate": 8.960573476702509e-06,
"loss": 0.0607,
"step": 1160
},
{
"epoch": 8.26,
"learning_rate": 8.602150537634409e-06,
"loss": 0.0766,
"step": 1170
},
{
"epoch": 8.34,
"learning_rate": 8.24372759856631e-06,
"loss": 0.0863,
"step": 1180
},
{
"epoch": 8.41,
"learning_rate": 7.885304659498208e-06,
"loss": 0.069,
"step": 1190
},
{
"epoch": 8.48,
"learning_rate": 7.526881720430108e-06,
"loss": 0.0837,
"step": 1200
},
{
"epoch": 8.55,
"learning_rate": 7.168458781362007e-06,
"loss": 0.0548,
"step": 1210
},
{
"epoch": 8.62,
"learning_rate": 6.810035842293908e-06,
"loss": 0.0849,
"step": 1220
},
{
"epoch": 8.69,
"learning_rate": 6.451612903225806e-06,
"loss": 0.0676,
"step": 1230
},
{
"epoch": 8.76,
"learning_rate": 6.0931899641577065e-06,
"loss": 0.0602,
"step": 1240
},
{
"epoch": 8.83,
"learning_rate": 5.734767025089606e-06,
"loss": 0.0803,
"step": 1250
},
{
"epoch": 8.9,
"learning_rate": 5.376344086021506e-06,
"loss": 0.0511,
"step": 1260
},
{
"epoch": 8.97,
"learning_rate": 5.017921146953405e-06,
"loss": 0.0718,
"step": 1270
},
{
"epoch": 9.0,
"eval_accuracy": 0.996594778660613,
"eval_loss": 0.007493594661355019,
"eval_runtime": 25.9593,
"eval_samples_per_second": 33.938,
"eval_steps_per_second": 4.276,
"step": 1274
},
{
"epoch": 9.04,
"learning_rate": 4.659498207885305e-06,
"loss": 0.0675,
"step": 1280
},
{
"epoch": 9.11,
"learning_rate": 4.3010752688172045e-06,
"loss": 0.0691,
"step": 1290
},
{
"epoch": 9.18,
"learning_rate": 3.942652329749104e-06,
"loss": 0.0726,
"step": 1300
},
{
"epoch": 9.25,
"learning_rate": 3.5842293906810035e-06,
"loss": 0.0384,
"step": 1310
},
{
"epoch": 9.32,
"learning_rate": 3.225806451612903e-06,
"loss": 0.0626,
"step": 1320
},
{
"epoch": 9.39,
"learning_rate": 2.867383512544803e-06,
"loss": 0.0397,
"step": 1330
},
{
"epoch": 9.47,
"learning_rate": 2.5089605734767026e-06,
"loss": 0.0666,
"step": 1340
},
{
"epoch": 9.54,
"learning_rate": 2.1505376344086023e-06,
"loss": 0.0613,
"step": 1350
},
{
"epoch": 9.61,
"learning_rate": 1.7921146953405017e-06,
"loss": 0.0648,
"step": 1360
},
{
"epoch": 9.68,
"learning_rate": 1.4336917562724014e-06,
"loss": 0.0604,
"step": 1370
},
{
"epoch": 9.75,
"learning_rate": 1.0752688172043011e-06,
"loss": 0.0841,
"step": 1380
},
{
"epoch": 9.82,
"learning_rate": 7.168458781362007e-07,
"loss": 0.0581,
"step": 1390
},
{
"epoch": 9.89,
"learning_rate": 3.5842293906810036e-07,
"loss": 0.051,
"step": 1400
},
{
"epoch": 9.96,
"learning_rate": 0.0,
"loss": 0.0592,
"step": 1410
},
{
"epoch": 9.96,
"eval_accuracy": 0.9977298524404086,
"eval_loss": 0.006742474623024464,
"eval_runtime": 26.0288,
"eval_samples_per_second": 33.847,
"eval_steps_per_second": 4.265,
"step": 1410
},
{
"epoch": 9.96,
"step": 1410,
"total_flos": 1.3986461576137236e+19,
"train_loss": 0.1187829462983084,
"train_runtime": 9114.264,
"train_samples_per_second": 8.693,
"train_steps_per_second": 0.155
}
],
"max_steps": 1410,
"num_train_epochs": 10,
"total_flos": 1.3986461576137236e+19,
"trial_name": null,
"trial_params": null
}