swinv2-small-panorama-IQA / trainer_state.json
DiTo97's picture
End of training
5c68ca2 verified
raw
history blame contribute delete
No virus
16.2 kB
{
"best_metric": 0.022257013246417046,
"best_model_checkpoint": "/kaggle/working/output/checkpoint-150",
"epoch": 42.857142857142854,
"eval_steps": 500,
"global_step": 150,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.8571428571428571,
"eval_LCC": -0.38242422405954946,
"eval_SROCC": -0.3890036014405762,
"eval_loss": 0.2948198914527893,
"eval_runtime": 37.5549,
"eval_samples_per_second": 1.331,
"eval_steps_per_second": 0.053,
"step": 3
},
{
"epoch": 2.0,
"eval_LCC": -0.3732136136633078,
"eval_SROCC": -0.36653061224489797,
"eval_loss": 0.11433681845664978,
"eval_runtime": 35.6391,
"eval_samples_per_second": 1.403,
"eval_steps_per_second": 0.056,
"step": 7
},
{
"epoch": 2.857142857142857,
"grad_norm": 4.934920310974121,
"learning_rate": 6.666666666666667e-06,
"loss": 0.1552,
"step": 10
},
{
"epoch": 2.857142857142857,
"eval_LCC": -0.3657486170203663,
"eval_SROCC": -0.3477070828331333,
"eval_loss": 0.07677865773439407,
"eval_runtime": 35.6897,
"eval_samples_per_second": 1.401,
"eval_steps_per_second": 0.056,
"step": 10
},
{
"epoch": 4.0,
"eval_LCC": -0.35044377450614,
"eval_SROCC": -0.3395438175270108,
"eval_loss": 0.07478620857000351,
"eval_runtime": 35.8511,
"eval_samples_per_second": 1.395,
"eval_steps_per_second": 0.056,
"step": 14
},
{
"epoch": 4.857142857142857,
"eval_LCC": -0.33219308626687694,
"eval_SROCC": -0.34981992797118844,
"eval_loss": 0.05174265429377556,
"eval_runtime": 35.8384,
"eval_samples_per_second": 1.395,
"eval_steps_per_second": 0.056,
"step": 17
},
{
"epoch": 5.714285714285714,
"grad_norm": 2.3777573108673096,
"learning_rate": 9.966191788709716e-06,
"loss": 0.0657,
"step": 20
},
{
"epoch": 6.0,
"eval_LCC": -0.30599681663050493,
"eval_SROCC": -0.33368547418967587,
"eval_loss": 0.05527381971478462,
"eval_runtime": 35.8215,
"eval_samples_per_second": 1.396,
"eval_steps_per_second": 0.056,
"step": 21
},
{
"epoch": 6.857142857142857,
"eval_LCC": -0.28100937429201095,
"eval_SROCC": -0.2921008403361345,
"eval_loss": 0.043372660875320435,
"eval_runtime": 35.795,
"eval_samples_per_second": 1.397,
"eval_steps_per_second": 0.056,
"step": 24
},
{
"epoch": 8.0,
"eval_LCC": -0.25699939917329884,
"eval_SROCC": -0.24811524609843938,
"eval_loss": 0.040563274174928665,
"eval_runtime": 35.9877,
"eval_samples_per_second": 1.389,
"eval_steps_per_second": 0.056,
"step": 28
},
{
"epoch": 8.571428571428571,
"grad_norm": 1.0520217418670654,
"learning_rate": 9.698463103929542e-06,
"loss": 0.0249,
"step": 30
},
{
"epoch": 8.857142857142858,
"eval_LCC": -0.2477874480763097,
"eval_SROCC": -0.23457382953181274,
"eval_loss": 0.040173906832933426,
"eval_runtime": 35.9073,
"eval_samples_per_second": 1.392,
"eval_steps_per_second": 0.056,
"step": 31
},
{
"epoch": 10.0,
"eval_LCC": -0.21817464996358082,
"eval_SROCC": -0.20758703481392557,
"eval_loss": 0.0384274497628212,
"eval_runtime": 35.6916,
"eval_samples_per_second": 1.401,
"eval_steps_per_second": 0.056,
"step": 35
},
{
"epoch": 10.857142857142858,
"eval_LCC": -0.19225659084922117,
"eval_SROCC": -0.19193277310924367,
"eval_loss": 0.03174906224012375,
"eval_runtime": 35.716,
"eval_samples_per_second": 1.4,
"eval_steps_per_second": 0.056,
"step": 38
},
{
"epoch": 11.428571428571429,
"grad_norm": 1.398345947265625,
"learning_rate": 9.177439057064684e-06,
"loss": 0.0215,
"step": 40
},
{
"epoch": 12.0,
"eval_LCC": -0.16355167219890276,
"eval_SROCC": -0.15178871548619446,
"eval_loss": 0.031038017943501472,
"eval_runtime": 35.6946,
"eval_samples_per_second": 1.401,
"eval_steps_per_second": 0.056,
"step": 42
},
{
"epoch": 12.857142857142858,
"eval_LCC": -0.1548916268794662,
"eval_SROCC": -0.1291236494597839,
"eval_loss": 0.03165186941623688,
"eval_runtime": 35.6768,
"eval_samples_per_second": 1.401,
"eval_steps_per_second": 0.056,
"step": 45
},
{
"epoch": 14.0,
"eval_LCC": -0.12920387967048147,
"eval_SROCC": -0.09752701080432173,
"eval_loss": 0.03006185218691826,
"eval_runtime": 35.8955,
"eval_samples_per_second": 1.393,
"eval_steps_per_second": 0.056,
"step": 49
},
{
"epoch": 14.285714285714286,
"grad_norm": 0.4825093746185303,
"learning_rate": 8.43120818934367e-06,
"loss": 0.0154,
"step": 50
},
{
"epoch": 14.857142857142858,
"eval_LCC": -0.10573621549419017,
"eval_SROCC": -0.08043217286914765,
"eval_loss": 0.0284834336489439,
"eval_runtime": 35.7717,
"eval_samples_per_second": 1.398,
"eval_steps_per_second": 0.056,
"step": 52
},
{
"epoch": 16.0,
"eval_LCC": -0.07621053426257447,
"eval_SROCC": -0.04614645858343337,
"eval_loss": 0.027657881379127502,
"eval_runtime": 35.7321,
"eval_samples_per_second": 1.399,
"eval_steps_per_second": 0.056,
"step": 56
},
{
"epoch": 16.857142857142858,
"eval_LCC": -0.04854793231941595,
"eval_SROCC": -0.03567827130852341,
"eval_loss": 0.02630411647260189,
"eval_runtime": 35.6683,
"eval_samples_per_second": 1.402,
"eval_steps_per_second": 0.056,
"step": 59
},
{
"epoch": 17.142857142857142,
"grad_norm": 0.7504790425300598,
"learning_rate": 7.500000000000001e-06,
"loss": 0.0128,
"step": 60
},
{
"epoch": 18.0,
"eval_LCC": -0.03166657911247084,
"eval_SROCC": -0.01714285714285714,
"eval_loss": 0.026295064017176628,
"eval_runtime": 35.6163,
"eval_samples_per_second": 1.404,
"eval_steps_per_second": 0.056,
"step": 63
},
{
"epoch": 18.857142857142858,
"eval_LCC": -0.023641716533156595,
"eval_SROCC": -0.003985594237695078,
"eval_loss": 0.026547763496637344,
"eval_runtime": 35.7061,
"eval_samples_per_second": 1.4,
"eval_steps_per_second": 0.056,
"step": 66
},
{
"epoch": 20.0,
"grad_norm": 0.4742915630340576,
"learning_rate": 6.434016163555452e-06,
"loss": 0.0113,
"step": 70
},
{
"epoch": 20.0,
"eval_LCC": -0.008938391820749465,
"eval_SROCC": 0.022713085234093634,
"eval_loss": 0.026299767196178436,
"eval_runtime": 35.6413,
"eval_samples_per_second": 1.403,
"eval_steps_per_second": 0.056,
"step": 70
},
{
"epoch": 20.857142857142858,
"eval_LCC": 0.008109004168265264,
"eval_SROCC": 0.025402160864345734,
"eval_loss": 0.025580281391739845,
"eval_runtime": 35.724,
"eval_samples_per_second": 1.4,
"eval_steps_per_second": 0.056,
"step": 73
},
{
"epoch": 22.0,
"eval_LCC": 0.023345863441218237,
"eval_SROCC": 0.049315726290516206,
"eval_loss": 0.02492944523692131,
"eval_runtime": 35.624,
"eval_samples_per_second": 1.404,
"eval_steps_per_second": 0.056,
"step": 77
},
{
"epoch": 22.857142857142858,
"grad_norm": 0.43411004543304443,
"learning_rate": 5.290724144552379e-06,
"loss": 0.0104,
"step": 80
},
{
"epoch": 22.857142857142858,
"eval_LCC": 0.033023044716641976,
"eval_SROCC": 0.06160864345738295,
"eval_loss": 0.024564068764448166,
"eval_runtime": 35.6925,
"eval_samples_per_second": 1.401,
"eval_steps_per_second": 0.056,
"step": 80
},
{
"epoch": 24.0,
"eval_LCC": 0.04347957438577821,
"eval_SROCC": 0.06909963985594238,
"eval_loss": 0.02423253282904625,
"eval_runtime": 35.9004,
"eval_samples_per_second": 1.393,
"eval_steps_per_second": 0.056,
"step": 84
},
{
"epoch": 24.857142857142858,
"eval_LCC": 0.051818984749542364,
"eval_SROCC": 0.07956782713085234,
"eval_loss": 0.024022720754146576,
"eval_runtime": 35.8318,
"eval_samples_per_second": 1.395,
"eval_steps_per_second": 0.056,
"step": 87
},
{
"epoch": 25.714285714285715,
"grad_norm": 0.443155437707901,
"learning_rate": 4.131759111665349e-06,
"loss": 0.0095,
"step": 90
},
{
"epoch": 26.0,
"eval_LCC": 0.0679416905737761,
"eval_SROCC": 0.0830252100840336,
"eval_loss": 0.02380475588142872,
"eval_runtime": 35.6776,
"eval_samples_per_second": 1.401,
"eval_steps_per_second": 0.056,
"step": 91
},
{
"epoch": 26.857142857142858,
"eval_LCC": 0.0746956496870511,
"eval_SROCC": 0.09291716686674668,
"eval_loss": 0.023518024012446404,
"eval_runtime": 35.6658,
"eval_samples_per_second": 1.402,
"eval_steps_per_second": 0.056,
"step": 94
},
{
"epoch": 28.0,
"eval_LCC": 0.08622063268749575,
"eval_SROCC": 0.10031212484993997,
"eval_loss": 0.02321736514568329,
"eval_runtime": 35.7144,
"eval_samples_per_second": 1.4,
"eval_steps_per_second": 0.056,
"step": 98
},
{
"epoch": 28.571428571428573,
"grad_norm": 0.6047067642211914,
"learning_rate": 3.019601169804216e-06,
"loss": 0.009,
"step": 100
},
{
"epoch": 28.857142857142858,
"eval_LCC": 0.09545687497338319,
"eval_SROCC": 0.10501800720288115,
"eval_loss": 0.022862296551465988,
"eval_runtime": 35.7409,
"eval_samples_per_second": 1.399,
"eval_steps_per_second": 0.056,
"step": 101
},
{
"epoch": 30.0,
"eval_LCC": 0.10522076553867485,
"eval_SROCC": 0.10722689075630251,
"eval_loss": 0.02260303497314453,
"eval_runtime": 35.8268,
"eval_samples_per_second": 1.396,
"eval_steps_per_second": 0.056,
"step": 105
},
{
"epoch": 30.857142857142858,
"eval_LCC": 0.11099832718077456,
"eval_SROCC": 0.11769507803121249,
"eval_loss": 0.022564733400940895,
"eval_runtime": 35.6873,
"eval_samples_per_second": 1.401,
"eval_steps_per_second": 0.056,
"step": 108
},
{
"epoch": 31.428571428571427,
"grad_norm": 0.3605582118034363,
"learning_rate": 2.0142070414860704e-06,
"loss": 0.0084,
"step": 110
},
{
"epoch": 32.0,
"eval_LCC": 0.11518191832516576,
"eval_SROCC": 0.12864345738295319,
"eval_loss": 0.022482411935925484,
"eval_runtime": 35.5295,
"eval_samples_per_second": 1.407,
"eval_steps_per_second": 0.056,
"step": 112
},
{
"epoch": 32.857142857142854,
"eval_LCC": 0.11672118384335717,
"eval_SROCC": 0.12960384153661464,
"eval_loss": 0.02244633622467518,
"eval_runtime": 35.6625,
"eval_samples_per_second": 1.402,
"eval_steps_per_second": 0.056,
"step": 115
},
{
"epoch": 34.0,
"eval_LCC": 0.11853509722750845,
"eval_SROCC": 0.12960384153661464,
"eval_loss": 0.022433871403336525,
"eval_runtime": 35.775,
"eval_samples_per_second": 1.398,
"eval_steps_per_second": 0.056,
"step": 119
},
{
"epoch": 34.285714285714285,
"grad_norm": 0.37335312366485596,
"learning_rate": 1.1697777844051105e-06,
"loss": 0.0085,
"step": 120
},
{
"epoch": 34.857142857142854,
"eval_LCC": 0.11996998016040515,
"eval_SROCC": 0.13104441776710685,
"eval_loss": 0.022421473637223244,
"eval_runtime": 35.8151,
"eval_samples_per_second": 1.396,
"eval_steps_per_second": 0.056,
"step": 122
},
{
"epoch": 36.0,
"eval_LCC": 0.12212764115994604,
"eval_SROCC": 0.12633853541416568,
"eval_loss": 0.02237151563167572,
"eval_runtime": 35.6186,
"eval_samples_per_second": 1.404,
"eval_steps_per_second": 0.056,
"step": 126
},
{
"epoch": 36.857142857142854,
"eval_LCC": 0.12332180896765454,
"eval_SROCC": 0.12489795918367347,
"eval_loss": 0.022355427965521812,
"eval_runtime": 35.9066,
"eval_samples_per_second": 1.393,
"eval_steps_per_second": 0.056,
"step": 129
},
{
"epoch": 37.142857142857146,
"grad_norm": 0.5681003332138062,
"learning_rate": 5.318367983829393e-07,
"loss": 0.0082,
"step": 130
},
{
"epoch": 38.0,
"eval_LCC": 0.12470767155506596,
"eval_SROCC": 0.12720288115246098,
"eval_loss": 0.022325601428747177,
"eval_runtime": 35.6817,
"eval_samples_per_second": 1.401,
"eval_steps_per_second": 0.056,
"step": 133
},
{
"epoch": 38.857142857142854,
"eval_LCC": 0.1255198227036719,
"eval_SROCC": 0.12720288115246098,
"eval_loss": 0.02230682410299778,
"eval_runtime": 35.758,
"eval_samples_per_second": 1.398,
"eval_steps_per_second": 0.056,
"step": 136
},
{
"epoch": 40.0,
"grad_norm": 0.49957460165023804,
"learning_rate": 1.3477564710088097e-07,
"loss": 0.008,
"step": 140
},
{
"epoch": 40.0,
"eval_LCC": 0.12651835944328998,
"eval_SROCC": 0.1291236494597839,
"eval_loss": 0.022274091839790344,
"eval_runtime": 35.7033,
"eval_samples_per_second": 1.4,
"eval_steps_per_second": 0.056,
"step": 140
},
{
"epoch": 40.857142857142854,
"eval_LCC": 0.1269013775632479,
"eval_SROCC": 0.1291236494597839,
"eval_loss": 0.022262830287218094,
"eval_runtime": 35.6563,
"eval_samples_per_second": 1.402,
"eval_steps_per_second": 0.056,
"step": 143
},
{
"epoch": 42.0,
"eval_LCC": 0.12710778753633592,
"eval_SROCC": 0.1291236494597839,
"eval_loss": 0.022257346659898758,
"eval_runtime": 35.6941,
"eval_samples_per_second": 1.401,
"eval_steps_per_second": 0.056,
"step": 147
},
{
"epoch": 42.857142857142854,
"grad_norm": 0.33458444476127625,
"learning_rate": 0.0,
"loss": 0.0078,
"step": 150
},
{
"epoch": 42.857142857142854,
"eval_LCC": 0.12712191056512775,
"eval_SROCC": 0.1291236494597839,
"eval_loss": 0.022257013246417046,
"eval_runtime": 35.8013,
"eval_samples_per_second": 1.397,
"eval_steps_per_second": 0.056,
"step": 150
},
{
"epoch": 42.857142857142854,
"step": 150,
"total_flos": 2.1207924866757427e+18,
"train_loss": 0.02509542241692543,
"train_runtime": 7697.1048,
"train_samples_per_second": 1.39,
"train_steps_per_second": 0.019
}
],
"logging_steps": 10,
"max_steps": 150,
"num_input_tokens_seen": 0,
"num_train_epochs": 50,
"save_steps": 500,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 5,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 0
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 2.1207924866757427e+18,
"train_batch_size": 16,
"trial_name": null,
"trial_params": null
}