swinv2-tiny-panorama-IQA / trainer_state.json
DiTo97's picture
End of training
9b16f86 verified
raw
history blame
10.6 kB
{
"best_metric": 0.017509404569864273,
"best_model_checkpoint": "/kaggle/working/output/checkpoint-77",
"epoch": 26.857142857142858,
"eval_steps": 500,
"global_step": 94,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.8571428571428571,
"eval_LCC": 0.1969856506206926,
"eval_SROCC": 0.10444177671068428,
"eval_loss": 0.14835341274738312,
"eval_runtime": 35.5463,
"eval_samples_per_second": 1.407,
"eval_steps_per_second": 0.056,
"step": 3
},
{
"epoch": 2.0,
"eval_LCC": 0.1712787386505908,
"eval_SROCC": 0.11068427370948379,
"eval_loss": 0.0292142815887928,
"eval_runtime": 34.8973,
"eval_samples_per_second": 1.433,
"eval_steps_per_second": 0.057,
"step": 7
},
{
"epoch": 2.857142857142857,
"grad_norm": 7.9004807472229,
"learning_rate": 1.3333333333333333e-05,
"loss": 0.1442,
"step": 10
},
{
"epoch": 2.857142857142857,
"eval_LCC": 0.11784921848546775,
"eval_SROCC": 0.027899159663865542,
"eval_loss": 0.05484883487224579,
"eval_runtime": 35.127,
"eval_samples_per_second": 1.423,
"eval_steps_per_second": 0.057,
"step": 10
},
{
"epoch": 4.0,
"eval_LCC": 0.06886859888985782,
"eval_SROCC": -0.06276110444177671,
"eval_loss": 0.030970515683293343,
"eval_runtime": 34.9536,
"eval_samples_per_second": 1.43,
"eval_steps_per_second": 0.057,
"step": 14
},
{
"epoch": 4.857142857142857,
"eval_LCC": 0.0550252891230114,
"eval_SROCC": -0.06180072028811524,
"eval_loss": 0.04757826402783394,
"eval_runtime": 35.0545,
"eval_samples_per_second": 1.426,
"eval_steps_per_second": 0.057,
"step": 17
},
{
"epoch": 5.714285714285714,
"grad_norm": 2.093867301940918,
"learning_rate": 1.925925925925926e-05,
"loss": 0.0425,
"step": 20
},
{
"epoch": 6.0,
"eval_LCC": 0.005142275506506862,
"eval_SROCC": -0.09781512605042017,
"eval_loss": 0.029744217172265053,
"eval_runtime": 34.9107,
"eval_samples_per_second": 1.432,
"eval_steps_per_second": 0.057,
"step": 21
},
{
"epoch": 6.857142857142857,
"eval_LCC": -0.0038686428258717766,
"eval_SROCC": -0.09061224489795917,
"eval_loss": 0.025907116010785103,
"eval_runtime": 34.9938,
"eval_samples_per_second": 1.429,
"eval_steps_per_second": 0.057,
"step": 24
},
{
"epoch": 8.0,
"eval_LCC": 0.007887024520170878,
"eval_SROCC": -0.027034813925570226,
"eval_loss": 0.029399558901786804,
"eval_runtime": 34.9296,
"eval_samples_per_second": 1.431,
"eval_steps_per_second": 0.057,
"step": 28
},
{
"epoch": 8.571428571428571,
"grad_norm": 1.0898091793060303,
"learning_rate": 1.7777777777777777e-05,
"loss": 0.0242,
"step": 30
},
{
"epoch": 8.857142857142858,
"eval_LCC": 0.032333468238550225,
"eval_SROCC": -0.014645858343337334,
"eval_loss": 0.023686964064836502,
"eval_runtime": 35.0539,
"eval_samples_per_second": 1.426,
"eval_steps_per_second": 0.057,
"step": 31
},
{
"epoch": 10.0,
"eval_LCC": 0.08086510887243141,
"eval_SROCC": 0.015222088835534215,
"eval_loss": 0.02260431833565235,
"eval_runtime": 35.1001,
"eval_samples_per_second": 1.424,
"eval_steps_per_second": 0.057,
"step": 35
},
{
"epoch": 10.857142857142858,
"eval_LCC": 0.11583787359004848,
"eval_SROCC": 0.03385354141656663,
"eval_loss": 0.023615412414073944,
"eval_runtime": 34.9014,
"eval_samples_per_second": 1.433,
"eval_steps_per_second": 0.057,
"step": 38
},
{
"epoch": 11.428571428571429,
"grad_norm": 0.41205185651779175,
"learning_rate": 1.6296296296296297e-05,
"loss": 0.0146,
"step": 40
},
{
"epoch": 12.0,
"eval_LCC": 0.17529865995122038,
"eval_SROCC": 0.05623049219687875,
"eval_loss": 0.021260255947709084,
"eval_runtime": 34.8745,
"eval_samples_per_second": 1.434,
"eval_steps_per_second": 0.057,
"step": 42
},
{
"epoch": 12.857142857142858,
"eval_LCC": 0.22410038594433127,
"eval_SROCC": 0.06775510204081632,
"eval_loss": 0.019894730299711227,
"eval_runtime": 34.9972,
"eval_samples_per_second": 1.429,
"eval_steps_per_second": 0.057,
"step": 45
},
{
"epoch": 14.0,
"eval_LCC": 0.27017897046913114,
"eval_SROCC": 0.0981032412965186,
"eval_loss": 0.020490916445851326,
"eval_runtime": 34.9294,
"eval_samples_per_second": 1.431,
"eval_steps_per_second": 0.057,
"step": 49
},
{
"epoch": 14.285714285714286,
"grad_norm": 0.5113194584846497,
"learning_rate": 1.4814814814814815e-05,
"loss": 0.0116,
"step": 50
},
{
"epoch": 14.857142857142858,
"eval_LCC": 0.3000317546087649,
"eval_SROCC": 0.12451380552220888,
"eval_loss": 0.019025439396500587,
"eval_runtime": 35.0048,
"eval_samples_per_second": 1.428,
"eval_steps_per_second": 0.057,
"step": 52
},
{
"epoch": 16.0,
"eval_LCC": 0.35113038666324353,
"eval_SROCC": 0.1594717887154862,
"eval_loss": 0.019477322697639465,
"eval_runtime": 34.8356,
"eval_samples_per_second": 1.435,
"eval_steps_per_second": 0.057,
"step": 56
},
{
"epoch": 16.857142857142858,
"eval_LCC": 0.3803764092219919,
"eval_SROCC": 0.1829051620648259,
"eval_loss": 0.019361073151230812,
"eval_runtime": 34.9637,
"eval_samples_per_second": 1.43,
"eval_steps_per_second": 0.057,
"step": 59
},
{
"epoch": 17.142857142857142,
"grad_norm": 0.8568110466003418,
"learning_rate": 1.3333333333333333e-05,
"loss": 0.0096,
"step": 60
},
{
"epoch": 18.0,
"eval_LCC": 0.4030357760137721,
"eval_SROCC": 0.21440576230492195,
"eval_loss": 0.018257679417729378,
"eval_runtime": 34.9221,
"eval_samples_per_second": 1.432,
"eval_steps_per_second": 0.057,
"step": 63
},
{
"epoch": 18.857142857142858,
"eval_LCC": 0.4085909204754596,
"eval_SROCC": 0.21200480192076832,
"eval_loss": 0.01950741559267044,
"eval_runtime": 34.7591,
"eval_samples_per_second": 1.438,
"eval_steps_per_second": 0.058,
"step": 66
},
{
"epoch": 20.0,
"grad_norm": 0.403394877910614,
"learning_rate": 1.1851851851851852e-05,
"loss": 0.0075,
"step": 70
},
{
"epoch": 20.0,
"eval_LCC": 0.41267287372763267,
"eval_SROCC": 0.216422569027611,
"eval_loss": 0.018830113112926483,
"eval_runtime": 34.862,
"eval_samples_per_second": 1.434,
"eval_steps_per_second": 0.057,
"step": 70
},
{
"epoch": 20.857142857142858,
"eval_LCC": 0.4223673737494469,
"eval_SROCC": 0.2221848739495798,
"eval_loss": 0.020868387073278427,
"eval_runtime": 35.0558,
"eval_samples_per_second": 1.426,
"eval_steps_per_second": 0.057,
"step": 73
},
{
"epoch": 22.0,
"eval_LCC": 0.43043752892141784,
"eval_SROCC": 0.2288115246098439,
"eval_loss": 0.017509404569864273,
"eval_runtime": 34.8413,
"eval_samples_per_second": 1.435,
"eval_steps_per_second": 0.057,
"step": 77
},
{
"epoch": 22.857142857142858,
"grad_norm": 0.4386737048625946,
"learning_rate": 1.037037037037037e-05,
"loss": 0.0076,
"step": 80
},
{
"epoch": 22.857142857142858,
"eval_LCC": 0.4326080523141859,
"eval_SROCC": 0.24321728691476588,
"eval_loss": 0.021145235747098923,
"eval_runtime": 34.9315,
"eval_samples_per_second": 1.431,
"eval_steps_per_second": 0.057,
"step": 80
},
{
"epoch": 24.0,
"eval_LCC": 0.43274315513728545,
"eval_SROCC": 0.23457382953181274,
"eval_loss": 0.018896810710430145,
"eval_runtime": 35.0475,
"eval_samples_per_second": 1.427,
"eval_steps_per_second": 0.057,
"step": 84
},
{
"epoch": 24.857142857142858,
"eval_LCC": 0.4313378675752595,
"eval_SROCC": 0.2293877551020408,
"eval_loss": 0.018819700926542282,
"eval_runtime": 34.8537,
"eval_samples_per_second": 1.435,
"eval_steps_per_second": 0.057,
"step": 87
},
{
"epoch": 25.714285714285715,
"grad_norm": 0.4886440336704254,
"learning_rate": 8.888888888888888e-06,
"loss": 0.006,
"step": 90
},
{
"epoch": 26.0,
"eval_LCC": 0.43430975581338493,
"eval_SROCC": 0.23899159663865546,
"eval_loss": 0.022326407954096794,
"eval_runtime": 35.0745,
"eval_samples_per_second": 1.426,
"eval_steps_per_second": 0.057,
"step": 91
},
{
"epoch": 26.857142857142858,
"eval_LCC": 0.4398680198859831,
"eval_SROCC": 0.2510924369747899,
"eval_loss": 0.0202498622238636,
"eval_runtime": 34.9908,
"eval_samples_per_second": 1.429,
"eval_steps_per_second": 0.057,
"step": 94
},
{
"epoch": 26.857142857142858,
"step": 94,
"total_flos": 7.519124344516116e+17,
"train_loss": 0.028724998592379244,
"train_runtime": 4511.5827,
"train_samples_per_second": 2.372,
"train_steps_per_second": 0.033
}
],
"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": 7.519124344516116e+17,
"train_batch_size": 32,
"trial_name": null,
"trial_params": null
}