cppgohan's picture
End of training
50b5b66 verified
{
"best_metric": 0.9777777777777777,
"best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-eurosat/checkpoint-570",
"epoch": 3.0,
"eval_steps": 500,
"global_step": 570,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.05,
"grad_norm": 6.905220031738281,
"learning_rate": 8.771929824561403e-06,
"loss": 2.2755,
"step": 10
},
{
"epoch": 0.11,
"grad_norm": 5.883072853088379,
"learning_rate": 1.7543859649122806e-05,
"loss": 2.0818,
"step": 20
},
{
"epoch": 0.16,
"grad_norm": 6.574605941772461,
"learning_rate": 2.6315789473684212e-05,
"loss": 1.6674,
"step": 30
},
{
"epoch": 0.21,
"grad_norm": 18.086021423339844,
"learning_rate": 3.508771929824561e-05,
"loss": 1.0708,
"step": 40
},
{
"epoch": 0.26,
"grad_norm": 13.633099555969238,
"learning_rate": 4.3859649122807014e-05,
"loss": 0.6766,
"step": 50
},
{
"epoch": 0.32,
"grad_norm": 10.846696853637695,
"learning_rate": 4.970760233918128e-05,
"loss": 0.5076,
"step": 60
},
{
"epoch": 0.37,
"grad_norm": 18.08544921875,
"learning_rate": 4.8732943469785574e-05,
"loss": 0.4044,
"step": 70
},
{
"epoch": 0.42,
"grad_norm": 18.805522918701172,
"learning_rate": 4.7758284600389865e-05,
"loss": 0.4289,
"step": 80
},
{
"epoch": 0.47,
"grad_norm": 25.817827224731445,
"learning_rate": 4.678362573099415e-05,
"loss": 0.3679,
"step": 90
},
{
"epoch": 0.53,
"grad_norm": 19.707490921020508,
"learning_rate": 4.580896686159844e-05,
"loss": 0.3635,
"step": 100
},
{
"epoch": 0.58,
"grad_norm": 12.682143211364746,
"learning_rate": 4.483430799220273e-05,
"loss": 0.3333,
"step": 110
},
{
"epoch": 0.63,
"grad_norm": 10.674261093139648,
"learning_rate": 4.3859649122807014e-05,
"loss": 0.2928,
"step": 120
},
{
"epoch": 0.68,
"grad_norm": 11.278220176696777,
"learning_rate": 4.2884990253411305e-05,
"loss": 0.2902,
"step": 130
},
{
"epoch": 0.74,
"grad_norm": 13.635940551757812,
"learning_rate": 4.1910331384015596e-05,
"loss": 0.2921,
"step": 140
},
{
"epoch": 0.79,
"grad_norm": 9.778814315795898,
"learning_rate": 4.093567251461988e-05,
"loss": 0.2716,
"step": 150
},
{
"epoch": 0.84,
"grad_norm": 25.61815643310547,
"learning_rate": 3.996101364522417e-05,
"loss": 0.2775,
"step": 160
},
{
"epoch": 0.89,
"grad_norm": 13.44371223449707,
"learning_rate": 3.898635477582846e-05,
"loss": 0.2516,
"step": 170
},
{
"epoch": 0.95,
"grad_norm": 9.713900566101074,
"learning_rate": 3.8011695906432746e-05,
"loss": 0.2305,
"step": 180
},
{
"epoch": 1.0,
"grad_norm": 10.197415351867676,
"learning_rate": 3.7037037037037037e-05,
"loss": 0.2542,
"step": 190
},
{
"epoch": 1.0,
"eval_accuracy": 0.9614814814814815,
"eval_loss": 0.12235087901353836,
"eval_runtime": 30.8807,
"eval_samples_per_second": 87.433,
"eval_steps_per_second": 2.753,
"step": 190
},
{
"epoch": 1.05,
"grad_norm": 9.8814697265625,
"learning_rate": 3.606237816764133e-05,
"loss": 0.2462,
"step": 200
},
{
"epoch": 1.11,
"grad_norm": 11.23945140838623,
"learning_rate": 3.508771929824561e-05,
"loss": 0.2386,
"step": 210
},
{
"epoch": 1.16,
"grad_norm": 11.149582862854004,
"learning_rate": 3.41130604288499e-05,
"loss": 0.2409,
"step": 220
},
{
"epoch": 1.21,
"grad_norm": 12.31209659576416,
"learning_rate": 3.313840155945419e-05,
"loss": 0.2301,
"step": 230
},
{
"epoch": 1.26,
"grad_norm": 28.526798248291016,
"learning_rate": 3.216374269005848e-05,
"loss": 0.2241,
"step": 240
},
{
"epoch": 1.32,
"grad_norm": 12.132701873779297,
"learning_rate": 3.118908382066277e-05,
"loss": 0.2201,
"step": 250
},
{
"epoch": 1.37,
"grad_norm": 13.534875869750977,
"learning_rate": 3.0214424951267055e-05,
"loss": 0.2013,
"step": 260
},
{
"epoch": 1.42,
"grad_norm": 9.8684720993042,
"learning_rate": 2.9239766081871346e-05,
"loss": 0.2075,
"step": 270
},
{
"epoch": 1.47,
"grad_norm": 17.482439041137695,
"learning_rate": 2.8265107212475634e-05,
"loss": 0.1876,
"step": 280
},
{
"epoch": 1.53,
"grad_norm": 6.973119258880615,
"learning_rate": 2.729044834307992e-05,
"loss": 0.1875,
"step": 290
},
{
"epoch": 1.58,
"grad_norm": 7.083260536193848,
"learning_rate": 2.6315789473684212e-05,
"loss": 0.181,
"step": 300
},
{
"epoch": 1.63,
"grad_norm": 9.20019245147705,
"learning_rate": 2.53411306042885e-05,
"loss": 0.1562,
"step": 310
},
{
"epoch": 1.68,
"grad_norm": 14.853752136230469,
"learning_rate": 2.4366471734892787e-05,
"loss": 0.1644,
"step": 320
},
{
"epoch": 1.74,
"grad_norm": 6.650509357452393,
"learning_rate": 2.3391812865497074e-05,
"loss": 0.1794,
"step": 330
},
{
"epoch": 1.79,
"grad_norm": 7.536526679992676,
"learning_rate": 2.2417153996101365e-05,
"loss": 0.1369,
"step": 340
},
{
"epoch": 1.84,
"grad_norm": 9.41813850402832,
"learning_rate": 2.1442495126705653e-05,
"loss": 0.199,
"step": 350
},
{
"epoch": 1.89,
"grad_norm": 10.232301712036133,
"learning_rate": 2.046783625730994e-05,
"loss": 0.1678,
"step": 360
},
{
"epoch": 1.95,
"grad_norm": 8.716858863830566,
"learning_rate": 1.949317738791423e-05,
"loss": 0.1889,
"step": 370
},
{
"epoch": 2.0,
"grad_norm": 9.904465675354004,
"learning_rate": 1.8518518518518518e-05,
"loss": 0.171,
"step": 380
},
{
"epoch": 2.0,
"eval_accuracy": 0.9688888888888889,
"eval_loss": 0.08309615403413773,
"eval_runtime": 31.5481,
"eval_samples_per_second": 85.584,
"eval_steps_per_second": 2.694,
"step": 380
},
{
"epoch": 2.05,
"grad_norm": 11.40892505645752,
"learning_rate": 1.7543859649122806e-05,
"loss": 0.1923,
"step": 390
},
{
"epoch": 2.11,
"grad_norm": 15.750476837158203,
"learning_rate": 1.6569200779727097e-05,
"loss": 0.1873,
"step": 400
},
{
"epoch": 2.16,
"grad_norm": 10.811800003051758,
"learning_rate": 1.5594541910331384e-05,
"loss": 0.1703,
"step": 410
},
{
"epoch": 2.21,
"grad_norm": 16.07097816467285,
"learning_rate": 1.4619883040935673e-05,
"loss": 0.1624,
"step": 420
},
{
"epoch": 2.26,
"grad_norm": 10.764117240905762,
"learning_rate": 1.364522417153996e-05,
"loss": 0.1532,
"step": 430
},
{
"epoch": 2.32,
"grad_norm": 3.9213733673095703,
"learning_rate": 1.267056530214425e-05,
"loss": 0.1373,
"step": 440
},
{
"epoch": 2.37,
"grad_norm": 6.07966947555542,
"learning_rate": 1.1695906432748537e-05,
"loss": 0.16,
"step": 450
},
{
"epoch": 2.42,
"grad_norm": 13.090170860290527,
"learning_rate": 1.0721247563352826e-05,
"loss": 0.1317,
"step": 460
},
{
"epoch": 2.47,
"grad_norm": 9.082914352416992,
"learning_rate": 9.746588693957115e-06,
"loss": 0.14,
"step": 470
},
{
"epoch": 2.53,
"grad_norm": 7.2037248611450195,
"learning_rate": 8.771929824561403e-06,
"loss": 0.1731,
"step": 480
},
{
"epoch": 2.58,
"grad_norm": 6.6279120445251465,
"learning_rate": 7.797270955165692e-06,
"loss": 0.1256,
"step": 490
},
{
"epoch": 2.63,
"grad_norm": 7.699619770050049,
"learning_rate": 6.82261208576998e-06,
"loss": 0.12,
"step": 500
},
{
"epoch": 2.68,
"grad_norm": 7.525733947753906,
"learning_rate": 5.8479532163742686e-06,
"loss": 0.1514,
"step": 510
},
{
"epoch": 2.74,
"grad_norm": 6.572248458862305,
"learning_rate": 4.873294346978558e-06,
"loss": 0.1316,
"step": 520
},
{
"epoch": 2.79,
"grad_norm": 17.000349044799805,
"learning_rate": 3.898635477582846e-06,
"loss": 0.1674,
"step": 530
},
{
"epoch": 2.84,
"grad_norm": 8.921578407287598,
"learning_rate": 2.9239766081871343e-06,
"loss": 0.1624,
"step": 540
},
{
"epoch": 2.89,
"grad_norm": 5.688661098480225,
"learning_rate": 1.949317738791423e-06,
"loss": 0.1641,
"step": 550
},
{
"epoch": 2.95,
"grad_norm": 7.114222526550293,
"learning_rate": 9.746588693957115e-07,
"loss": 0.152,
"step": 560
},
{
"epoch": 3.0,
"grad_norm": 9.845104217529297,
"learning_rate": 0.0,
"loss": 0.1617,
"step": 570
},
{
"epoch": 3.0,
"eval_accuracy": 0.9777777777777777,
"eval_loss": 0.06170220300555229,
"eval_runtime": 31.1379,
"eval_samples_per_second": 86.711,
"eval_steps_per_second": 2.73,
"step": 570
},
{
"epoch": 3.0,
"step": 570,
"total_flos": 1.8124066505760768e+18,
"train_loss": 0.33351591700001765,
"train_runtime": 1156.1276,
"train_samples_per_second": 63.055,
"train_steps_per_second": 0.493
}
],
"logging_steps": 10,
"max_steps": 570,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 500,
"total_flos": 1.8124066505760768e+18,
"train_batch_size": 32,
"trial_name": null,
"trial_params": null
}