ALM-AHME's picture
End of training
787bd70
raw
history blame
49.8 kB
{
"best_metric": 1.0,
"best_model_checkpoint": "swinv2-large-patch4-window12to16-192to256-22kto1k-ft-finetuned-LungCancer-LC25000-AH/checkpoint-1967",
"epoch": 6.993777777777778,
"global_step": 1967,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.02,
"learning_rate": 2.5406504065040654e-07,
"loss": 1.076,
"step": 5
},
{
"epoch": 0.04,
"learning_rate": 5.081300813008131e-07,
"loss": 1.0788,
"step": 10
},
{
"epoch": 0.05,
"learning_rate": 7.621951219512196e-07,
"loss": 1.049,
"step": 15
},
{
"epoch": 0.07,
"learning_rate": 1.0162601626016261e-06,
"loss": 1.0042,
"step": 20
},
{
"epoch": 0.09,
"learning_rate": 1.2703252032520325e-06,
"loss": 0.9456,
"step": 25
},
{
"epoch": 0.11,
"learning_rate": 1.5243902439024391e-06,
"loss": 0.9047,
"step": 30
},
{
"epoch": 0.12,
"learning_rate": 1.7784552845528455e-06,
"loss": 0.8349,
"step": 35
},
{
"epoch": 0.14,
"learning_rate": 2.0325203252032523e-06,
"loss": 0.8143,
"step": 40
},
{
"epoch": 0.16,
"learning_rate": 2.2865853658536584e-06,
"loss": 0.6992,
"step": 45
},
{
"epoch": 0.18,
"learning_rate": 2.540650406504065e-06,
"loss": 0.5858,
"step": 50
},
{
"epoch": 0.2,
"learning_rate": 2.7947154471544716e-06,
"loss": 0.5284,
"step": 55
},
{
"epoch": 0.21,
"learning_rate": 3.0487804878048782e-06,
"loss": 0.4631,
"step": 60
},
{
"epoch": 0.23,
"learning_rate": 3.302845528455285e-06,
"loss": 0.372,
"step": 65
},
{
"epoch": 0.25,
"learning_rate": 3.556910569105691e-06,
"loss": 0.341,
"step": 70
},
{
"epoch": 0.27,
"learning_rate": 3.8109756097560976e-06,
"loss": 0.264,
"step": 75
},
{
"epoch": 0.28,
"learning_rate": 4.0650406504065046e-06,
"loss": 0.2984,
"step": 80
},
{
"epoch": 0.3,
"learning_rate": 4.319105691056911e-06,
"loss": 0.2104,
"step": 85
},
{
"epoch": 0.32,
"learning_rate": 4.573170731707317e-06,
"loss": 0.2712,
"step": 90
},
{
"epoch": 0.34,
"learning_rate": 4.827235772357724e-06,
"loss": 0.158,
"step": 95
},
{
"epoch": 0.36,
"learning_rate": 5.08130081300813e-06,
"loss": 0.1486,
"step": 100
},
{
"epoch": 0.37,
"learning_rate": 5.335365853658537e-06,
"loss": 0.2964,
"step": 105
},
{
"epoch": 0.39,
"learning_rate": 5.589430894308943e-06,
"loss": 0.1471,
"step": 110
},
{
"epoch": 0.41,
"learning_rate": 5.843495934959349e-06,
"loss": 0.1695,
"step": 115
},
{
"epoch": 0.43,
"learning_rate": 6.0975609756097564e-06,
"loss": 0.1234,
"step": 120
},
{
"epoch": 0.44,
"learning_rate": 6.3516260162601634e-06,
"loss": 0.1265,
"step": 125
},
{
"epoch": 0.46,
"learning_rate": 6.60569105691057e-06,
"loss": 0.13,
"step": 130
},
{
"epoch": 0.48,
"learning_rate": 6.859756097560977e-06,
"loss": 0.2069,
"step": 135
},
{
"epoch": 0.5,
"learning_rate": 7.113821138211382e-06,
"loss": 0.0832,
"step": 140
},
{
"epoch": 0.52,
"learning_rate": 7.36788617886179e-06,
"loss": 0.1995,
"step": 145
},
{
"epoch": 0.53,
"learning_rate": 7.621951219512195e-06,
"loss": 0.2097,
"step": 150
},
{
"epoch": 0.55,
"learning_rate": 7.876016260162603e-06,
"loss": 0.174,
"step": 155
},
{
"epoch": 0.57,
"learning_rate": 8.130081300813009e-06,
"loss": 0.1874,
"step": 160
},
{
"epoch": 0.59,
"learning_rate": 8.384146341463415e-06,
"loss": 0.151,
"step": 165
},
{
"epoch": 0.6,
"learning_rate": 8.638211382113821e-06,
"loss": 0.1313,
"step": 170
},
{
"epoch": 0.62,
"learning_rate": 8.89227642276423e-06,
"loss": 0.1448,
"step": 175
},
{
"epoch": 0.64,
"learning_rate": 9.146341463414634e-06,
"loss": 0.1178,
"step": 180
},
{
"epoch": 0.66,
"learning_rate": 9.400406504065042e-06,
"loss": 0.1687,
"step": 185
},
{
"epoch": 0.68,
"learning_rate": 9.654471544715448e-06,
"loss": 0.1422,
"step": 190
},
{
"epoch": 0.69,
"learning_rate": 9.908536585365854e-06,
"loss": 0.157,
"step": 195
},
{
"epoch": 0.71,
"learning_rate": 1.016260162601626e-05,
"loss": 0.1244,
"step": 200
},
{
"epoch": 0.73,
"learning_rate": 1.0416666666666668e-05,
"loss": 0.0947,
"step": 205
},
{
"epoch": 0.75,
"learning_rate": 1.0670731707317074e-05,
"loss": 0.1102,
"step": 210
},
{
"epoch": 0.76,
"learning_rate": 1.092479674796748e-05,
"loss": 0.1119,
"step": 215
},
{
"epoch": 0.78,
"learning_rate": 1.1178861788617887e-05,
"loss": 0.1036,
"step": 220
},
{
"epoch": 0.8,
"learning_rate": 1.1432926829268294e-05,
"loss": 0.1136,
"step": 225
},
{
"epoch": 0.82,
"learning_rate": 1.1686991869918699e-05,
"loss": 0.1506,
"step": 230
},
{
"epoch": 0.84,
"learning_rate": 1.1941056910569107e-05,
"loss": 0.2517,
"step": 235
},
{
"epoch": 0.85,
"learning_rate": 1.2195121951219513e-05,
"loss": 0.2357,
"step": 240
},
{
"epoch": 0.87,
"learning_rate": 1.2449186991869919e-05,
"loss": 0.1829,
"step": 245
},
{
"epoch": 0.89,
"learning_rate": 1.2703252032520327e-05,
"loss": 0.2445,
"step": 250
},
{
"epoch": 0.91,
"learning_rate": 1.2957317073170733e-05,
"loss": 0.1527,
"step": 255
},
{
"epoch": 0.92,
"learning_rate": 1.321138211382114e-05,
"loss": 0.1505,
"step": 260
},
{
"epoch": 0.94,
"learning_rate": 1.3465447154471544e-05,
"loss": 0.1782,
"step": 265
},
{
"epoch": 0.96,
"learning_rate": 1.3719512195121953e-05,
"loss": 0.1469,
"step": 270
},
{
"epoch": 0.98,
"learning_rate": 1.397357723577236e-05,
"loss": 0.1212,
"step": 275
},
{
"epoch": 1.0,
"learning_rate": 1.4227642276422764e-05,
"loss": 0.0929,
"step": 280
},
{
"epoch": 1.0,
"eval_accuracy": 0.9656666666666667,
"eval_loss": 0.0919232964515686,
"eval_runtime": 748.703,
"eval_samples_per_second": 4.007,
"eval_steps_per_second": 0.501,
"step": 281
},
{
"epoch": 1.01,
"learning_rate": 1.448170731707317e-05,
"loss": 0.1491,
"step": 285
},
{
"epoch": 1.03,
"learning_rate": 1.473577235772358e-05,
"loss": 0.1174,
"step": 290
},
{
"epoch": 1.05,
"learning_rate": 1.4989837398373984e-05,
"loss": 0.131,
"step": 295
},
{
"epoch": 1.07,
"learning_rate": 1.524390243902439e-05,
"loss": 0.1206,
"step": 300
},
{
"epoch": 1.08,
"learning_rate": 1.5497967479674798e-05,
"loss": 0.1353,
"step": 305
},
{
"epoch": 1.1,
"learning_rate": 1.5752032520325206e-05,
"loss": 0.1188,
"step": 310
},
{
"epoch": 1.12,
"learning_rate": 1.600609756097561e-05,
"loss": 0.1039,
"step": 315
},
{
"epoch": 1.14,
"learning_rate": 1.6260162601626018e-05,
"loss": 0.093,
"step": 320
},
{
"epoch": 1.16,
"learning_rate": 1.6514227642276423e-05,
"loss": 0.0765,
"step": 325
},
{
"epoch": 1.17,
"learning_rate": 1.676829268292683e-05,
"loss": 0.0637,
"step": 330
},
{
"epoch": 1.19,
"learning_rate": 1.702235772357724e-05,
"loss": 0.084,
"step": 335
},
{
"epoch": 1.21,
"learning_rate": 1.7276422764227643e-05,
"loss": 0.1916,
"step": 340
},
{
"epoch": 1.23,
"learning_rate": 1.7530487804878047e-05,
"loss": 0.1208,
"step": 345
},
{
"epoch": 1.24,
"learning_rate": 1.778455284552846e-05,
"loss": 0.0978,
"step": 350
},
{
"epoch": 1.26,
"learning_rate": 1.8038617886178863e-05,
"loss": 0.129,
"step": 355
},
{
"epoch": 1.28,
"learning_rate": 1.8292682926829268e-05,
"loss": 0.0942,
"step": 360
},
{
"epoch": 1.3,
"learning_rate": 1.8546747967479675e-05,
"loss": 0.1611,
"step": 365
},
{
"epoch": 1.32,
"learning_rate": 1.8800813008130083e-05,
"loss": 0.2312,
"step": 370
},
{
"epoch": 1.33,
"learning_rate": 1.9054878048780488e-05,
"loss": 0.1724,
"step": 375
},
{
"epoch": 1.35,
"learning_rate": 1.9308943089430896e-05,
"loss": 0.0907,
"step": 380
},
{
"epoch": 1.37,
"learning_rate": 1.95630081300813e-05,
"loss": 0.0561,
"step": 385
},
{
"epoch": 1.39,
"learning_rate": 1.9817073170731708e-05,
"loss": 0.0963,
"step": 390
},
{
"epoch": 1.4,
"learning_rate": 2.0071138211382116e-05,
"loss": 0.0887,
"step": 395
},
{
"epoch": 1.42,
"learning_rate": 2.032520325203252e-05,
"loss": 0.0404,
"step": 400
},
{
"epoch": 1.44,
"learning_rate": 2.0579268292682928e-05,
"loss": 0.0887,
"step": 405
},
{
"epoch": 1.46,
"learning_rate": 2.0833333333333336e-05,
"loss": 0.0604,
"step": 410
},
{
"epoch": 1.48,
"learning_rate": 2.108739837398374e-05,
"loss": 0.0957,
"step": 415
},
{
"epoch": 1.49,
"learning_rate": 2.134146341463415e-05,
"loss": 0.1234,
"step": 420
},
{
"epoch": 1.51,
"learning_rate": 2.1595528455284553e-05,
"loss": 0.0613,
"step": 425
},
{
"epoch": 1.53,
"learning_rate": 2.184959349593496e-05,
"loss": 0.1087,
"step": 430
},
{
"epoch": 1.55,
"learning_rate": 2.210365853658537e-05,
"loss": 0.0926,
"step": 435
},
{
"epoch": 1.56,
"learning_rate": 2.2357723577235773e-05,
"loss": 0.1923,
"step": 440
},
{
"epoch": 1.58,
"learning_rate": 2.2611788617886177e-05,
"loss": 0.1154,
"step": 445
},
{
"epoch": 1.6,
"learning_rate": 2.286585365853659e-05,
"loss": 0.0891,
"step": 450
},
{
"epoch": 1.62,
"learning_rate": 2.3119918699186993e-05,
"loss": 0.279,
"step": 455
},
{
"epoch": 1.64,
"learning_rate": 2.3373983739837398e-05,
"loss": 0.156,
"step": 460
},
{
"epoch": 1.65,
"learning_rate": 2.3628048780487806e-05,
"loss": 0.1895,
"step": 465
},
{
"epoch": 1.67,
"learning_rate": 2.3882113821138213e-05,
"loss": 0.1556,
"step": 470
},
{
"epoch": 1.69,
"learning_rate": 2.4136178861788618e-05,
"loss": 0.0715,
"step": 475
},
{
"epoch": 1.71,
"learning_rate": 2.4390243902439026e-05,
"loss": 0.0412,
"step": 480
},
{
"epoch": 1.72,
"learning_rate": 2.464430894308943e-05,
"loss": 0.0966,
"step": 485
},
{
"epoch": 1.74,
"learning_rate": 2.4898373983739838e-05,
"loss": 0.0757,
"step": 490
},
{
"epoch": 1.76,
"learning_rate": 2.5152439024390246e-05,
"loss": 0.11,
"step": 495
},
{
"epoch": 1.78,
"learning_rate": 2.5406504065040654e-05,
"loss": 0.089,
"step": 500
},
{
"epoch": 1.8,
"learning_rate": 2.5660569105691058e-05,
"loss": 0.0867,
"step": 505
},
{
"epoch": 1.81,
"learning_rate": 2.5914634146341466e-05,
"loss": 0.1201,
"step": 510
},
{
"epoch": 1.83,
"learning_rate": 2.6168699186991867e-05,
"loss": 0.2506,
"step": 515
},
{
"epoch": 1.85,
"learning_rate": 2.642276422764228e-05,
"loss": 0.1217,
"step": 520
},
{
"epoch": 1.87,
"learning_rate": 2.6676829268292686e-05,
"loss": 0.1275,
"step": 525
},
{
"epoch": 1.88,
"learning_rate": 2.6930894308943087e-05,
"loss": 0.0742,
"step": 530
},
{
"epoch": 1.9,
"learning_rate": 2.71849593495935e-05,
"loss": 0.1423,
"step": 535
},
{
"epoch": 1.92,
"learning_rate": 2.7439024390243906e-05,
"loss": 0.1498,
"step": 540
},
{
"epoch": 1.94,
"learning_rate": 2.7693089430894308e-05,
"loss": 0.1165,
"step": 545
},
{
"epoch": 1.96,
"learning_rate": 2.794715447154472e-05,
"loss": 0.0505,
"step": 550
},
{
"epoch": 1.97,
"learning_rate": 2.820121951219512e-05,
"loss": 0.0616,
"step": 555
},
{
"epoch": 1.99,
"learning_rate": 2.8455284552845528e-05,
"loss": 0.0908,
"step": 560
},
{
"epoch": 2.0,
"eval_accuracy": 0.9966666666666667,
"eval_loss": 0.01268320344388485,
"eval_runtime": 140.968,
"eval_samples_per_second": 21.281,
"eval_steps_per_second": 2.66,
"step": 562
},
{
"epoch": 2.01,
"learning_rate": 2.870934959349594e-05,
"loss": 0.0582,
"step": 565
},
{
"epoch": 2.03,
"learning_rate": 2.896341463414634e-05,
"loss": 0.0347,
"step": 570
},
{
"epoch": 2.04,
"learning_rate": 2.9217479674796748e-05,
"loss": 0.0874,
"step": 575
},
{
"epoch": 2.06,
"learning_rate": 2.947154471544716e-05,
"loss": 0.1073,
"step": 580
},
{
"epoch": 2.08,
"learning_rate": 2.972560975609756e-05,
"loss": 0.1304,
"step": 585
},
{
"epoch": 2.1,
"learning_rate": 2.9979674796747968e-05,
"loss": 0.053,
"step": 590
},
{
"epoch": 2.12,
"learning_rate": 3.0233739837398373e-05,
"loss": 0.0435,
"step": 595
},
{
"epoch": 2.13,
"learning_rate": 3.048780487804878e-05,
"loss": 0.0981,
"step": 600
},
{
"epoch": 2.15,
"learning_rate": 3.074186991869919e-05,
"loss": 0.2928,
"step": 605
},
{
"epoch": 2.17,
"learning_rate": 3.0995934959349596e-05,
"loss": 0.0744,
"step": 610
},
{
"epoch": 2.19,
"learning_rate": 3.125e-05,
"loss": 0.0718,
"step": 615
},
{
"epoch": 2.2,
"learning_rate": 3.150406504065041e-05,
"loss": 0.0719,
"step": 620
},
{
"epoch": 2.22,
"learning_rate": 3.1758130081300816e-05,
"loss": 0.0267,
"step": 625
},
{
"epoch": 2.24,
"learning_rate": 3.201219512195122e-05,
"loss": 0.1269,
"step": 630
},
{
"epoch": 2.26,
"learning_rate": 3.226626016260163e-05,
"loss": 0.1269,
"step": 635
},
{
"epoch": 2.28,
"learning_rate": 3.2520325203252037e-05,
"loss": 0.084,
"step": 640
},
{
"epoch": 2.29,
"learning_rate": 3.277439024390244e-05,
"loss": 0.1232,
"step": 645
},
{
"epoch": 2.31,
"learning_rate": 3.3028455284552845e-05,
"loss": 0.1345,
"step": 650
},
{
"epoch": 2.33,
"learning_rate": 3.328252032520326e-05,
"loss": 0.0753,
"step": 655
},
{
"epoch": 2.35,
"learning_rate": 3.353658536585366e-05,
"loss": 0.1025,
"step": 660
},
{
"epoch": 2.36,
"learning_rate": 3.3790650406504066e-05,
"loss": 0.0723,
"step": 665
},
{
"epoch": 2.38,
"learning_rate": 3.404471544715448e-05,
"loss": 0.0474,
"step": 670
},
{
"epoch": 2.4,
"learning_rate": 3.429878048780488e-05,
"loss": 0.1459,
"step": 675
},
{
"epoch": 2.42,
"learning_rate": 3.4552845528455286e-05,
"loss": 0.1022,
"step": 680
},
{
"epoch": 2.44,
"learning_rate": 3.48069105691057e-05,
"loss": 0.0796,
"step": 685
},
{
"epoch": 2.45,
"learning_rate": 3.5060975609756095e-05,
"loss": 0.1322,
"step": 690
},
{
"epoch": 2.47,
"learning_rate": 3.5315040650406506e-05,
"loss": 0.0964,
"step": 695
},
{
"epoch": 2.49,
"learning_rate": 3.556910569105692e-05,
"loss": 0.0801,
"step": 700
},
{
"epoch": 2.51,
"learning_rate": 3.5823170731707315e-05,
"loss": 0.0782,
"step": 705
},
{
"epoch": 2.52,
"learning_rate": 3.6077235772357726e-05,
"loss": 0.1592,
"step": 710
},
{
"epoch": 2.54,
"learning_rate": 3.633130081300814e-05,
"loss": 0.0389,
"step": 715
},
{
"epoch": 2.56,
"learning_rate": 3.6585365853658535e-05,
"loss": 0.1369,
"step": 720
},
{
"epoch": 2.58,
"learning_rate": 3.6839430894308946e-05,
"loss": 0.0715,
"step": 725
},
{
"epoch": 2.6,
"learning_rate": 3.709349593495935e-05,
"loss": 0.0709,
"step": 730
},
{
"epoch": 2.61,
"learning_rate": 3.7347560975609755e-05,
"loss": 0.0889,
"step": 735
},
{
"epoch": 2.63,
"learning_rate": 3.760162601626017e-05,
"loss": 0.0746,
"step": 740
},
{
"epoch": 2.65,
"learning_rate": 3.785569105691057e-05,
"loss": 0.1026,
"step": 745
},
{
"epoch": 2.67,
"learning_rate": 3.8109756097560976e-05,
"loss": 0.0374,
"step": 750
},
{
"epoch": 2.68,
"learning_rate": 3.836382113821139e-05,
"loss": 0.1253,
"step": 755
},
{
"epoch": 2.7,
"learning_rate": 3.861788617886179e-05,
"loss": 0.1761,
"step": 760
},
{
"epoch": 2.72,
"learning_rate": 3.8871951219512196e-05,
"loss": 0.0357,
"step": 765
},
{
"epoch": 2.74,
"learning_rate": 3.91260162601626e-05,
"loss": 0.0971,
"step": 770
},
{
"epoch": 2.76,
"learning_rate": 3.938008130081301e-05,
"loss": 0.2337,
"step": 775
},
{
"epoch": 2.77,
"learning_rate": 3.9634146341463416e-05,
"loss": 0.0694,
"step": 780
},
{
"epoch": 2.79,
"learning_rate": 3.988821138211382e-05,
"loss": 0.1443,
"step": 785
},
{
"epoch": 2.81,
"learning_rate": 4.014227642276423e-05,
"loss": 0.0543,
"step": 790
},
{
"epoch": 2.83,
"learning_rate": 4.0396341463414636e-05,
"loss": 0.0954,
"step": 795
},
{
"epoch": 2.84,
"learning_rate": 4.065040650406504e-05,
"loss": 0.0374,
"step": 800
},
{
"epoch": 2.86,
"learning_rate": 4.090447154471545e-05,
"loss": 0.0126,
"step": 805
},
{
"epoch": 2.88,
"learning_rate": 4.1158536585365856e-05,
"loss": 0.189,
"step": 810
},
{
"epoch": 2.9,
"learning_rate": 4.141260162601626e-05,
"loss": 0.1684,
"step": 815
},
{
"epoch": 2.92,
"learning_rate": 4.166666666666667e-05,
"loss": 0.0882,
"step": 820
},
{
"epoch": 2.93,
"learning_rate": 4.1920731707317077e-05,
"loss": 0.0528,
"step": 825
},
{
"epoch": 2.95,
"learning_rate": 4.217479674796748e-05,
"loss": 0.1098,
"step": 830
},
{
"epoch": 2.97,
"learning_rate": 4.242886178861789e-05,
"loss": 0.0787,
"step": 835
},
{
"epoch": 2.99,
"learning_rate": 4.26829268292683e-05,
"loss": 0.0525,
"step": 840
},
{
"epoch": 3.0,
"eval_accuracy": 0.9946666666666667,
"eval_loss": 0.013299740850925446,
"eval_runtime": 141.5492,
"eval_samples_per_second": 21.194,
"eval_steps_per_second": 2.649,
"step": 843
},
{
"epoch": 3.0,
"learning_rate": 4.29369918699187e-05,
"loss": 0.0693,
"step": 845
},
{
"epoch": 3.02,
"learning_rate": 4.3191056910569106e-05,
"loss": 0.0224,
"step": 850
},
{
"epoch": 3.04,
"learning_rate": 4.344512195121952e-05,
"loss": 0.0545,
"step": 855
},
{
"epoch": 3.06,
"learning_rate": 4.369918699186992e-05,
"loss": 0.1556,
"step": 860
},
{
"epoch": 3.08,
"learning_rate": 4.3953252032520326e-05,
"loss": 0.0888,
"step": 865
},
{
"epoch": 3.09,
"learning_rate": 4.420731707317074e-05,
"loss": 0.1108,
"step": 870
},
{
"epoch": 3.11,
"learning_rate": 4.446138211382114e-05,
"loss": 0.0933,
"step": 875
},
{
"epoch": 3.13,
"learning_rate": 4.4715447154471546e-05,
"loss": 0.0418,
"step": 880
},
{
"epoch": 3.15,
"learning_rate": 4.496951219512196e-05,
"loss": 0.0854,
"step": 885
},
{
"epoch": 3.16,
"learning_rate": 4.5223577235772355e-05,
"loss": 0.0714,
"step": 890
},
{
"epoch": 3.18,
"learning_rate": 4.5477642276422766e-05,
"loss": 0.0653,
"step": 895
},
{
"epoch": 3.2,
"learning_rate": 4.573170731707318e-05,
"loss": 0.0499,
"step": 900
},
{
"epoch": 3.22,
"learning_rate": 4.5985772357723575e-05,
"loss": 0.188,
"step": 905
},
{
"epoch": 3.24,
"learning_rate": 4.6239837398373986e-05,
"loss": 0.1709,
"step": 910
},
{
"epoch": 3.25,
"learning_rate": 4.64939024390244e-05,
"loss": 0.0619,
"step": 915
},
{
"epoch": 3.27,
"learning_rate": 4.6747967479674795e-05,
"loss": 0.04,
"step": 920
},
{
"epoch": 3.29,
"learning_rate": 4.7002032520325207e-05,
"loss": 0.0482,
"step": 925
},
{
"epoch": 3.31,
"learning_rate": 4.725609756097561e-05,
"loss": 0.0919,
"step": 930
},
{
"epoch": 3.32,
"learning_rate": 4.7510162601626016e-05,
"loss": 0.2365,
"step": 935
},
{
"epoch": 3.34,
"learning_rate": 4.776422764227643e-05,
"loss": 0.0822,
"step": 940
},
{
"epoch": 3.36,
"learning_rate": 4.801829268292683e-05,
"loss": 0.1095,
"step": 945
},
{
"epoch": 3.38,
"learning_rate": 4.8272357723577236e-05,
"loss": 0.087,
"step": 950
},
{
"epoch": 3.4,
"learning_rate": 4.852642276422765e-05,
"loss": 0.088,
"step": 955
},
{
"epoch": 3.41,
"learning_rate": 4.878048780487805e-05,
"loss": 0.0478,
"step": 960
},
{
"epoch": 3.43,
"learning_rate": 4.9034552845528456e-05,
"loss": 0.1128,
"step": 965
},
{
"epoch": 3.45,
"learning_rate": 4.928861788617886e-05,
"loss": 0.0469,
"step": 970
},
{
"epoch": 3.47,
"learning_rate": 4.954268292682927e-05,
"loss": 0.1426,
"step": 975
},
{
"epoch": 3.48,
"learning_rate": 4.9796747967479676e-05,
"loss": 0.0992,
"step": 980
},
{
"epoch": 3.5,
"learning_rate": 4.994913530010173e-05,
"loss": 0.1367,
"step": 985
},
{
"epoch": 3.52,
"learning_rate": 4.969481180061038e-05,
"loss": 0.0791,
"step": 990
},
{
"epoch": 3.54,
"learning_rate": 4.944048830111902e-05,
"loss": 0.0703,
"step": 995
},
{
"epoch": 3.56,
"learning_rate": 4.918616480162767e-05,
"loss": 0.2797,
"step": 1000
},
{
"epoch": 3.57,
"learning_rate": 4.8931841302136324e-05,
"loss": 0.1319,
"step": 1005
},
{
"epoch": 3.59,
"learning_rate": 4.867751780264497e-05,
"loss": 0.1919,
"step": 1010
},
{
"epoch": 3.61,
"learning_rate": 4.842319430315361e-05,
"loss": 0.0836,
"step": 1015
},
{
"epoch": 3.63,
"learning_rate": 4.8168870803662255e-05,
"loss": 0.0307,
"step": 1020
},
{
"epoch": 3.64,
"learning_rate": 4.791454730417091e-05,
"loss": 0.0488,
"step": 1025
},
{
"epoch": 3.66,
"learning_rate": 4.7660223804679556e-05,
"loss": 0.109,
"step": 1030
},
{
"epoch": 3.68,
"learning_rate": 4.74059003051882e-05,
"loss": 0.0717,
"step": 1035
},
{
"epoch": 3.7,
"learning_rate": 4.715157680569685e-05,
"loss": 0.0525,
"step": 1040
},
{
"epoch": 3.72,
"learning_rate": 4.6897253306205494e-05,
"loss": 0.117,
"step": 1045
},
{
"epoch": 3.73,
"learning_rate": 4.6642929806714145e-05,
"loss": 0.0935,
"step": 1050
},
{
"epoch": 3.75,
"learning_rate": 4.638860630722279e-05,
"loss": 0.0335,
"step": 1055
},
{
"epoch": 3.77,
"learning_rate": 4.613428280773144e-05,
"loss": 0.0561,
"step": 1060
},
{
"epoch": 3.79,
"learning_rate": 4.587995930824008e-05,
"loss": 0.0766,
"step": 1065
},
{
"epoch": 3.8,
"learning_rate": 4.5625635808748726e-05,
"loss": 0.0608,
"step": 1070
},
{
"epoch": 3.82,
"learning_rate": 4.537131230925738e-05,
"loss": 0.149,
"step": 1075
},
{
"epoch": 3.84,
"learning_rate": 4.511698880976603e-05,
"loss": 0.024,
"step": 1080
},
{
"epoch": 3.86,
"learning_rate": 4.486266531027467e-05,
"loss": 0.0364,
"step": 1085
},
{
"epoch": 3.88,
"learning_rate": 4.4608341810783315e-05,
"loss": 0.0692,
"step": 1090
},
{
"epoch": 3.89,
"learning_rate": 4.4354018311291966e-05,
"loss": 0.2432,
"step": 1095
},
{
"epoch": 3.91,
"learning_rate": 4.409969481180061e-05,
"loss": 0.0461,
"step": 1100
},
{
"epoch": 3.93,
"learning_rate": 4.384537131230926e-05,
"loss": 0.0752,
"step": 1105
},
{
"epoch": 3.95,
"learning_rate": 4.359104781281791e-05,
"loss": 0.0577,
"step": 1110
},
{
"epoch": 3.96,
"learning_rate": 4.3336724313326554e-05,
"loss": 0.1628,
"step": 1115
},
{
"epoch": 3.98,
"learning_rate": 4.30824008138352e-05,
"loss": 0.0923,
"step": 1120
},
{
"epoch": 4.0,
"learning_rate": 4.282807731434385e-05,
"loss": 0.1301,
"step": 1125
},
{
"epoch": 4.0,
"eval_accuracy": 0.9926666666666667,
"eval_loss": 0.02702612802386284,
"eval_runtime": 141.0336,
"eval_samples_per_second": 21.272,
"eval_steps_per_second": 2.659,
"step": 1125
},
{
"epoch": 4.02,
"learning_rate": 4.25737538148525e-05,
"loss": 0.102,
"step": 1130
},
{
"epoch": 4.04,
"learning_rate": 4.231943031536114e-05,
"loss": 0.0477,
"step": 1135
},
{
"epoch": 4.05,
"learning_rate": 4.2065106815869786e-05,
"loss": 0.1096,
"step": 1140
},
{
"epoch": 4.07,
"learning_rate": 4.181078331637844e-05,
"loss": 0.0174,
"step": 1145
},
{
"epoch": 4.09,
"learning_rate": 4.155645981688708e-05,
"loss": 0.1304,
"step": 1150
},
{
"epoch": 4.11,
"learning_rate": 4.130213631739573e-05,
"loss": 0.1183,
"step": 1155
},
{
"epoch": 4.12,
"learning_rate": 4.1047812817904375e-05,
"loss": 0.053,
"step": 1160
},
{
"epoch": 4.14,
"learning_rate": 4.0793489318413026e-05,
"loss": 0.0896,
"step": 1165
},
{
"epoch": 4.16,
"learning_rate": 4.053916581892167e-05,
"loss": 0.0593,
"step": 1170
},
{
"epoch": 4.18,
"learning_rate": 4.028484231943031e-05,
"loss": 0.0297,
"step": 1175
},
{
"epoch": 4.2,
"learning_rate": 4.0030518819938964e-05,
"loss": 0.0419,
"step": 1180
},
{
"epoch": 4.21,
"learning_rate": 3.9776195320447614e-05,
"loss": 0.0724,
"step": 1185
},
{
"epoch": 4.23,
"learning_rate": 3.952187182095626e-05,
"loss": 0.0398,
"step": 1190
},
{
"epoch": 4.25,
"learning_rate": 3.92675483214649e-05,
"loss": 0.0345,
"step": 1195
},
{
"epoch": 4.27,
"learning_rate": 3.901322482197355e-05,
"loss": 0.0457,
"step": 1200
},
{
"epoch": 4.28,
"learning_rate": 3.87589013224822e-05,
"loss": 0.0849,
"step": 1205
},
{
"epoch": 4.3,
"learning_rate": 3.8504577822990846e-05,
"loss": 0.0256,
"step": 1210
},
{
"epoch": 4.32,
"learning_rate": 3.82502543234995e-05,
"loss": 0.2791,
"step": 1215
},
{
"epoch": 4.34,
"learning_rate": 3.799593082400814e-05,
"loss": 0.0595,
"step": 1220
},
{
"epoch": 4.36,
"learning_rate": 3.7741607324516784e-05,
"loss": 0.0064,
"step": 1225
},
{
"epoch": 4.37,
"learning_rate": 3.7487283825025435e-05,
"loss": 0.0267,
"step": 1230
},
{
"epoch": 4.39,
"learning_rate": 3.7232960325534086e-05,
"loss": 0.1097,
"step": 1235
},
{
"epoch": 4.41,
"learning_rate": 3.697863682604273e-05,
"loss": 0.0027,
"step": 1240
},
{
"epoch": 4.43,
"learning_rate": 3.672431332655137e-05,
"loss": 0.0851,
"step": 1245
},
{
"epoch": 4.44,
"learning_rate": 3.646998982706002e-05,
"loss": 0.048,
"step": 1250
},
{
"epoch": 4.46,
"learning_rate": 3.621566632756867e-05,
"loss": 0.0026,
"step": 1255
},
{
"epoch": 4.48,
"learning_rate": 3.596134282807732e-05,
"loss": 0.0728,
"step": 1260
},
{
"epoch": 4.5,
"learning_rate": 3.570701932858596e-05,
"loss": 0.068,
"step": 1265
},
{
"epoch": 4.52,
"learning_rate": 3.545269582909461e-05,
"loss": 0.0457,
"step": 1270
},
{
"epoch": 4.53,
"learning_rate": 3.5198372329603256e-05,
"loss": 0.0146,
"step": 1275
},
{
"epoch": 4.55,
"learning_rate": 3.49440488301119e-05,
"loss": 0.067,
"step": 1280
},
{
"epoch": 4.57,
"learning_rate": 3.468972533062055e-05,
"loss": 0.0051,
"step": 1285
},
{
"epoch": 4.59,
"learning_rate": 3.44354018311292e-05,
"loss": 0.0706,
"step": 1290
},
{
"epoch": 4.6,
"learning_rate": 3.4181078331637844e-05,
"loss": 0.0881,
"step": 1295
},
{
"epoch": 4.62,
"learning_rate": 3.392675483214649e-05,
"loss": 0.0915,
"step": 1300
},
{
"epoch": 4.64,
"learning_rate": 3.367243133265514e-05,
"loss": 0.0939,
"step": 1305
},
{
"epoch": 4.66,
"learning_rate": 3.341810783316379e-05,
"loss": 0.0488,
"step": 1310
},
{
"epoch": 4.68,
"learning_rate": 3.316378433367243e-05,
"loss": 0.0022,
"step": 1315
},
{
"epoch": 4.69,
"learning_rate": 3.290946083418108e-05,
"loss": 0.08,
"step": 1320
},
{
"epoch": 4.71,
"learning_rate": 3.265513733468973e-05,
"loss": 0.0595,
"step": 1325
},
{
"epoch": 4.73,
"learning_rate": 3.240081383519837e-05,
"loss": 0.0312,
"step": 1330
},
{
"epoch": 4.75,
"learning_rate": 3.214649033570702e-05,
"loss": 0.0161,
"step": 1335
},
{
"epoch": 4.76,
"learning_rate": 3.189216683621567e-05,
"loss": 0.1002,
"step": 1340
},
{
"epoch": 4.78,
"learning_rate": 3.1637843336724316e-05,
"loss": 0.0219,
"step": 1345
},
{
"epoch": 4.8,
"learning_rate": 3.138351983723296e-05,
"loss": 0.0775,
"step": 1350
},
{
"epoch": 4.82,
"learning_rate": 3.11291963377416e-05,
"loss": 0.0539,
"step": 1355
},
{
"epoch": 4.84,
"learning_rate": 3.0874872838250254e-05,
"loss": 0.0753,
"step": 1360
},
{
"epoch": 4.85,
"learning_rate": 3.0620549338758904e-05,
"loss": 0.033,
"step": 1365
},
{
"epoch": 4.87,
"learning_rate": 3.0366225839267548e-05,
"loss": 0.0698,
"step": 1370
},
{
"epoch": 4.89,
"learning_rate": 3.01119023397762e-05,
"loss": 0.0658,
"step": 1375
},
{
"epoch": 4.91,
"learning_rate": 2.9857578840284846e-05,
"loss": 0.0547,
"step": 1380
},
{
"epoch": 4.92,
"learning_rate": 2.960325534079349e-05,
"loss": 0.0095,
"step": 1385
},
{
"epoch": 4.94,
"learning_rate": 2.9348931841302137e-05,
"loss": 0.0603,
"step": 1390
},
{
"epoch": 4.96,
"learning_rate": 2.9094608341810787e-05,
"loss": 0.0884,
"step": 1395
},
{
"epoch": 4.98,
"learning_rate": 2.884028484231943e-05,
"loss": 0.0646,
"step": 1400
},
{
"epoch": 5.0,
"learning_rate": 2.8585961342828078e-05,
"loss": 0.0624,
"step": 1405
},
{
"epoch": 5.0,
"eval_accuracy": 0.9973333333333333,
"eval_loss": 0.006362788379192352,
"eval_runtime": 141.0856,
"eval_samples_per_second": 21.264,
"eval_steps_per_second": 2.658,
"step": 1406
},
{
"epoch": 5.01,
"learning_rate": 2.833163784333673e-05,
"loss": 0.0029,
"step": 1410
},
{
"epoch": 5.03,
"learning_rate": 2.8077314343845372e-05,
"loss": 0.0793,
"step": 1415
},
{
"epoch": 5.05,
"learning_rate": 2.782299084435402e-05,
"loss": 0.0324,
"step": 1420
},
{
"epoch": 5.07,
"learning_rate": 2.7568667344862663e-05,
"loss": 0.0222,
"step": 1425
},
{
"epoch": 5.08,
"learning_rate": 2.7314343845371314e-05,
"loss": 0.0261,
"step": 1430
},
{
"epoch": 5.1,
"learning_rate": 2.706002034587996e-05,
"loss": 0.0582,
"step": 1435
},
{
"epoch": 5.12,
"learning_rate": 2.6805696846388605e-05,
"loss": 0.018,
"step": 1440
},
{
"epoch": 5.14,
"learning_rate": 2.6551373346897255e-05,
"loss": 0.0335,
"step": 1445
},
{
"epoch": 5.16,
"learning_rate": 2.6297049847405902e-05,
"loss": 0.0086,
"step": 1450
},
{
"epoch": 5.17,
"learning_rate": 2.6042726347914546e-05,
"loss": 0.0064,
"step": 1455
},
{
"epoch": 5.19,
"learning_rate": 2.5788402848423193e-05,
"loss": 0.0192,
"step": 1460
},
{
"epoch": 5.21,
"learning_rate": 2.5534079348931844e-05,
"loss": 0.1013,
"step": 1465
},
{
"epoch": 5.23,
"learning_rate": 2.527975584944049e-05,
"loss": 0.0297,
"step": 1470
},
{
"epoch": 5.24,
"learning_rate": 2.5025432349949135e-05,
"loss": 0.0083,
"step": 1475
},
{
"epoch": 5.26,
"learning_rate": 2.4771108850457782e-05,
"loss": 0.0244,
"step": 1480
},
{
"epoch": 5.28,
"learning_rate": 2.4516785350966432e-05,
"loss": 0.0002,
"step": 1485
},
{
"epoch": 5.3,
"learning_rate": 2.4262461851475076e-05,
"loss": 0.0001,
"step": 1490
},
{
"epoch": 5.32,
"learning_rate": 2.4008138351983723e-05,
"loss": 0.1428,
"step": 1495
},
{
"epoch": 5.33,
"learning_rate": 2.375381485249237e-05,
"loss": 0.0301,
"step": 1500
},
{
"epoch": 5.35,
"learning_rate": 2.3499491353001018e-05,
"loss": 0.0133,
"step": 1505
},
{
"epoch": 5.37,
"learning_rate": 2.3245167853509668e-05,
"loss": 0.1449,
"step": 1510
},
{
"epoch": 5.39,
"learning_rate": 2.2990844354018312e-05,
"loss": 0.1446,
"step": 1515
},
{
"epoch": 5.4,
"learning_rate": 2.273652085452696e-05,
"loss": 0.0018,
"step": 1520
},
{
"epoch": 5.42,
"learning_rate": 2.2482197355035606e-05,
"loss": 0.0595,
"step": 1525
},
{
"epoch": 5.44,
"learning_rate": 2.2227873855544253e-05,
"loss": 0.0089,
"step": 1530
},
{
"epoch": 5.46,
"learning_rate": 2.19735503560529e-05,
"loss": 0.016,
"step": 1535
},
{
"epoch": 5.48,
"learning_rate": 2.1719226856561548e-05,
"loss": 0.0305,
"step": 1540
},
{
"epoch": 5.49,
"learning_rate": 2.146490335707019e-05,
"loss": 0.1005,
"step": 1545
},
{
"epoch": 5.51,
"learning_rate": 2.1210579857578842e-05,
"loss": 0.0811,
"step": 1550
},
{
"epoch": 5.53,
"learning_rate": 2.095625635808749e-05,
"loss": 0.0164,
"step": 1555
},
{
"epoch": 5.55,
"learning_rate": 2.0701932858596136e-05,
"loss": 0.0482,
"step": 1560
},
{
"epoch": 5.56,
"learning_rate": 2.0447609359104783e-05,
"loss": 0.1206,
"step": 1565
},
{
"epoch": 5.58,
"learning_rate": 2.0193285859613427e-05,
"loss": 0.0596,
"step": 1570
},
{
"epoch": 5.6,
"learning_rate": 1.9938962360122078e-05,
"loss": 0.0059,
"step": 1575
},
{
"epoch": 5.62,
"learning_rate": 1.968463886063072e-05,
"loss": 0.0259,
"step": 1580
},
{
"epoch": 5.64,
"learning_rate": 1.943031536113937e-05,
"loss": 0.0294,
"step": 1585
},
{
"epoch": 5.65,
"learning_rate": 1.917599186164802e-05,
"loss": 0.0783,
"step": 1590
},
{
"epoch": 5.67,
"learning_rate": 1.8921668362156663e-05,
"loss": 0.005,
"step": 1595
},
{
"epoch": 5.69,
"learning_rate": 1.8667344862665313e-05,
"loss": 0.0068,
"step": 1600
},
{
"epoch": 5.71,
"learning_rate": 1.8413021363173957e-05,
"loss": 0.0546,
"step": 1605
},
{
"epoch": 5.72,
"learning_rate": 1.8158697863682604e-05,
"loss": 0.0103,
"step": 1610
},
{
"epoch": 5.74,
"learning_rate": 1.790437436419125e-05,
"loss": 0.0026,
"step": 1615
},
{
"epoch": 5.76,
"learning_rate": 1.76500508646999e-05,
"loss": 0.0796,
"step": 1620
},
{
"epoch": 5.78,
"learning_rate": 1.7395727365208546e-05,
"loss": 0.0072,
"step": 1625
},
{
"epoch": 5.8,
"learning_rate": 1.7141403865717193e-05,
"loss": 0.0407,
"step": 1630
},
{
"epoch": 5.81,
"learning_rate": 1.688708036622584e-05,
"loss": 0.0039,
"step": 1635
},
{
"epoch": 5.83,
"learning_rate": 1.6632756866734487e-05,
"loss": 0.0045,
"step": 1640
},
{
"epoch": 5.85,
"learning_rate": 1.6378433367243134e-05,
"loss": 0.0154,
"step": 1645
},
{
"epoch": 5.87,
"learning_rate": 1.612410986775178e-05,
"loss": 0.0027,
"step": 1650
},
{
"epoch": 5.88,
"learning_rate": 1.586978636826043e-05,
"loss": 0.012,
"step": 1655
},
{
"epoch": 5.9,
"learning_rate": 1.5615462868769076e-05,
"loss": 0.0004,
"step": 1660
},
{
"epoch": 5.92,
"learning_rate": 1.5361139369277723e-05,
"loss": 0.072,
"step": 1665
},
{
"epoch": 5.94,
"learning_rate": 1.510681586978637e-05,
"loss": 0.0491,
"step": 1670
},
{
"epoch": 5.96,
"learning_rate": 1.4852492370295015e-05,
"loss": 0.049,
"step": 1675
},
{
"epoch": 5.97,
"learning_rate": 1.4598168870803664e-05,
"loss": 0.0146,
"step": 1680
},
{
"epoch": 5.99,
"learning_rate": 1.434384537131231e-05,
"loss": 0.0506,
"step": 1685
},
{
"epoch": 6.0,
"eval_accuracy": 0.999,
"eval_loss": 0.002498859539628029,
"eval_runtime": 141.1228,
"eval_samples_per_second": 21.258,
"eval_steps_per_second": 2.657,
"step": 1687
},
{
"epoch": 6.01,
"learning_rate": 1.4089521871820957e-05,
"loss": 0.0408,
"step": 1690
},
{
"epoch": 6.03,
"learning_rate": 1.3835198372329606e-05,
"loss": 0.0511,
"step": 1695
},
{
"epoch": 6.04,
"learning_rate": 1.3580874872838251e-05,
"loss": 0.0497,
"step": 1700
},
{
"epoch": 6.06,
"learning_rate": 1.3326551373346898e-05,
"loss": 0.0484,
"step": 1705
},
{
"epoch": 6.08,
"learning_rate": 1.3072227873855544e-05,
"loss": 0.0163,
"step": 1710
},
{
"epoch": 6.1,
"learning_rate": 1.2817904374364193e-05,
"loss": 0.0035,
"step": 1715
},
{
"epoch": 6.12,
"learning_rate": 1.2563580874872838e-05,
"loss": 0.037,
"step": 1720
},
{
"epoch": 6.13,
"learning_rate": 1.2309257375381487e-05,
"loss": 0.0486,
"step": 1725
},
{
"epoch": 6.15,
"learning_rate": 1.2054933875890132e-05,
"loss": 0.0014,
"step": 1730
},
{
"epoch": 6.17,
"learning_rate": 1.180061037639878e-05,
"loss": 0.0016,
"step": 1735
},
{
"epoch": 6.19,
"learning_rate": 1.1546286876907427e-05,
"loss": 0.0832,
"step": 1740
},
{
"epoch": 6.2,
"learning_rate": 1.1291963377416074e-05,
"loss": 0.0353,
"step": 1745
},
{
"epoch": 6.22,
"learning_rate": 1.103763987792472e-05,
"loss": 0.0322,
"step": 1750
},
{
"epoch": 6.24,
"learning_rate": 1.0783316378433368e-05,
"loss": 0.0442,
"step": 1755
},
{
"epoch": 6.26,
"learning_rate": 1.0528992878942015e-05,
"loss": 0.0547,
"step": 1760
},
{
"epoch": 6.28,
"learning_rate": 1.0274669379450662e-05,
"loss": 0.0017,
"step": 1765
},
{
"epoch": 6.29,
"learning_rate": 1.002034587995931e-05,
"loss": 0.0359,
"step": 1770
},
{
"epoch": 6.31,
"learning_rate": 9.766022380467955e-06,
"loss": 0.0011,
"step": 1775
},
{
"epoch": 6.33,
"learning_rate": 9.511698880976602e-06,
"loss": 0.0269,
"step": 1780
},
{
"epoch": 6.35,
"learning_rate": 9.257375381485249e-06,
"loss": 0.001,
"step": 1785
},
{
"epoch": 6.36,
"learning_rate": 9.003051881993898e-06,
"loss": 0.0041,
"step": 1790
},
{
"epoch": 6.38,
"learning_rate": 8.748728382502543e-06,
"loss": 0.0023,
"step": 1795
},
{
"epoch": 6.4,
"learning_rate": 8.49440488301119e-06,
"loss": 0.0025,
"step": 1800
},
{
"epoch": 6.42,
"learning_rate": 8.240081383519838e-06,
"loss": 0.0099,
"step": 1805
},
{
"epoch": 6.44,
"learning_rate": 7.985757884028485e-06,
"loss": 0.0007,
"step": 1810
},
{
"epoch": 6.45,
"learning_rate": 7.731434384537132e-06,
"loss": 0.0212,
"step": 1815
},
{
"epoch": 6.47,
"learning_rate": 7.477110885045778e-06,
"loss": 0.0309,
"step": 1820
},
{
"epoch": 6.49,
"learning_rate": 7.222787385554426e-06,
"loss": 0.0232,
"step": 1825
},
{
"epoch": 6.51,
"learning_rate": 6.968463886063073e-06,
"loss": 0.0198,
"step": 1830
},
{
"epoch": 6.52,
"learning_rate": 6.71414038657172e-06,
"loss": 0.0059,
"step": 1835
},
{
"epoch": 6.54,
"learning_rate": 6.459816887080367e-06,
"loss": 0.0144,
"step": 1840
},
{
"epoch": 6.56,
"learning_rate": 6.205493387589013e-06,
"loss": 0.0405,
"step": 1845
},
{
"epoch": 6.58,
"learning_rate": 5.95116988809766e-06,
"loss": 0.0614,
"step": 1850
},
{
"epoch": 6.6,
"learning_rate": 5.696846388606307e-06,
"loss": 0.0011,
"step": 1855
},
{
"epoch": 6.61,
"learning_rate": 5.4425228891149546e-06,
"loss": 0.0052,
"step": 1860
},
{
"epoch": 6.63,
"learning_rate": 5.188199389623602e-06,
"loss": 0.0007,
"step": 1865
},
{
"epoch": 6.65,
"learning_rate": 4.933875890132249e-06,
"loss": 0.0345,
"step": 1870
},
{
"epoch": 6.67,
"learning_rate": 4.679552390640896e-06,
"loss": 0.1027,
"step": 1875
},
{
"epoch": 6.68,
"learning_rate": 4.425228891149542e-06,
"loss": 0.0197,
"step": 1880
},
{
"epoch": 6.7,
"learning_rate": 4.170905391658189e-06,
"loss": 0.0464,
"step": 1885
},
{
"epoch": 6.72,
"learning_rate": 3.9165818921668366e-06,
"loss": 0.0009,
"step": 1890
},
{
"epoch": 6.74,
"learning_rate": 3.6622583926754833e-06,
"loss": 0.0078,
"step": 1895
},
{
"epoch": 6.76,
"learning_rate": 3.4079348931841304e-06,
"loss": 0.008,
"step": 1900
},
{
"epoch": 6.77,
"learning_rate": 3.153611393692777e-06,
"loss": 0.005,
"step": 1905
},
{
"epoch": 6.79,
"learning_rate": 2.8992878942014243e-06,
"loss": 0.0091,
"step": 1910
},
{
"epoch": 6.81,
"learning_rate": 2.6449643947100714e-06,
"loss": 0.0167,
"step": 1915
},
{
"epoch": 6.83,
"learning_rate": 2.3906408952187186e-06,
"loss": 0.0646,
"step": 1920
},
{
"epoch": 6.84,
"learning_rate": 2.1363173957273653e-06,
"loss": 0.0003,
"step": 1925
},
{
"epoch": 6.86,
"learning_rate": 1.8819938962360124e-06,
"loss": 0.0002,
"step": 1930
},
{
"epoch": 6.88,
"learning_rate": 1.6276703967446591e-06,
"loss": 0.0568,
"step": 1935
},
{
"epoch": 6.9,
"learning_rate": 1.3733468972533063e-06,
"loss": 0.0318,
"step": 1940
},
{
"epoch": 6.92,
"learning_rate": 1.1190233977619532e-06,
"loss": 0.0074,
"step": 1945
},
{
"epoch": 6.93,
"learning_rate": 8.646998982706004e-07,
"loss": 0.0001,
"step": 1950
},
{
"epoch": 6.95,
"learning_rate": 6.103763987792472e-07,
"loss": 0.0033,
"step": 1955
},
{
"epoch": 6.97,
"learning_rate": 3.560528992878942e-07,
"loss": 0.0002,
"step": 1960
},
{
"epoch": 6.99,
"learning_rate": 1.017293997965412e-07,
"loss": 0.0001,
"step": 1965
},
{
"epoch": 6.99,
"eval_accuracy": 1.0,
"eval_loss": 0.00022652045299764723,
"eval_runtime": 140.9338,
"eval_samples_per_second": 21.287,
"eval_steps_per_second": 2.661,
"step": 1967
},
{
"epoch": 6.99,
"step": 1967,
"total_flos": 1.449450435763608e+19,
"train_loss": 0.10588535787143823,
"train_runtime": 11789.0344,
"train_samples_per_second": 5.344,
"train_steps_per_second": 0.167
}
],
"max_steps": 1967,
"num_train_epochs": 7,
"total_flos": 1.449450435763608e+19,
"trial_name": null,
"trial_params": null
}