mms-zeroshot-300m-genbed-f-model / trainer_state.json
csikasote's picture
End of training
be6e023 verified
{
"best_metric": 0.20998027920722961,
"best_model_checkpoint": "/scratch/skscla001/results/mms-zeroshot-300m-genbed-f-model/checkpoint-5600",
"epoch": 16.986301369863014,
"eval_steps": 200,
"global_step": 6200,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.547945205479452,
"eval_loss": 2.3236358165740967,
"eval_runtime": 58.3404,
"eval_samples_per_second": 16.627,
"eval_steps_per_second": 2.091,
"eval_wer": 1.0,
"step": 200
},
{
"epoch": 1.095890410958904,
"eval_loss": 0.3330934941768646,
"eval_runtime": 57.5798,
"eval_samples_per_second": 16.846,
"eval_steps_per_second": 2.119,
"eval_wer": 0.5504350628424106,
"step": 400
},
{
"epoch": 1.36986301369863,
"grad_norm": 0.44414466619491577,
"learning_rate": 0.00028902304147465435,
"loss": 2.6731,
"step": 500
},
{
"epoch": 1.643835616438356,
"eval_loss": 0.29691705107688904,
"eval_runtime": 57.9342,
"eval_samples_per_second": 16.743,
"eval_steps_per_second": 2.106,
"eval_wer": 0.5189601460951767,
"step": 600
},
{
"epoch": 2.191780821917808,
"eval_loss": 0.2805863320827484,
"eval_runtime": 57.8326,
"eval_samples_per_second": 16.773,
"eval_steps_per_second": 2.11,
"eval_wer": 0.5121925018799012,
"step": 800
},
{
"epoch": 2.73972602739726,
"grad_norm": 0.2989409565925598,
"learning_rate": 0.00027519815668202764,
"loss": 0.4193,
"step": 1000
},
{
"epoch": 2.73972602739726,
"eval_loss": 0.2701254189014435,
"eval_runtime": 57.9519,
"eval_samples_per_second": 16.738,
"eval_steps_per_second": 2.105,
"eval_wer": 0.4741647867654958,
"step": 1000
},
{
"epoch": 3.287671232876712,
"eval_loss": 0.27029839158058167,
"eval_runtime": 57.8498,
"eval_samples_per_second": 16.768,
"eval_steps_per_second": 2.109,
"eval_wer": 0.47695778279084755,
"step": 1200
},
{
"epoch": 3.8356164383561646,
"eval_loss": 0.2574402093887329,
"eval_runtime": 57.9028,
"eval_samples_per_second": 16.752,
"eval_steps_per_second": 2.107,
"eval_wer": 0.47577613062627566,
"step": 1400
},
{
"epoch": 4.109589041095891,
"grad_norm": 0.5375602841377258,
"learning_rate": 0.00026137327188940093,
"loss": 0.367,
"step": 1500
},
{
"epoch": 4.383561643835616,
"eval_loss": 0.24872656166553497,
"eval_runtime": 57.6765,
"eval_samples_per_second": 16.818,
"eval_steps_per_second": 2.115,
"eval_wer": 0.4547212375120851,
"step": 1600
},
{
"epoch": 4.931506849315069,
"eval_loss": 0.247171550989151,
"eval_runtime": 58.1732,
"eval_samples_per_second": 16.674,
"eval_steps_per_second": 2.097,
"eval_wer": 0.43366634439789453,
"step": 1800
},
{
"epoch": 5.47945205479452,
"grad_norm": 0.536637544631958,
"learning_rate": 0.00024754838709677417,
"loss": 0.3377,
"step": 2000
},
{
"epoch": 5.47945205479452,
"eval_loss": 0.24240365624427795,
"eval_runtime": 58.1149,
"eval_samples_per_second": 16.691,
"eval_steps_per_second": 2.099,
"eval_wer": 0.44666451820818565,
"step": 2000
},
{
"epoch": 6.027397260273973,
"eval_loss": 0.23721589148044586,
"eval_runtime": 57.9941,
"eval_samples_per_second": 16.726,
"eval_steps_per_second": 2.104,
"eval_wer": 0.42743581480287896,
"step": 2200
},
{
"epoch": 6.575342465753424,
"eval_loss": 0.23664695024490356,
"eval_runtime": 58.3196,
"eval_samples_per_second": 16.632,
"eval_steps_per_second": 2.092,
"eval_wer": 0.4224943602964873,
"step": 2400
},
{
"epoch": 6.8493150684931505,
"grad_norm": 0.45388591289520264,
"learning_rate": 0.00023372350230414744,
"loss": 0.3282,
"step": 2500
},
{
"epoch": 7.123287671232877,
"eval_loss": 0.23390649259090424,
"eval_runtime": 58.129,
"eval_samples_per_second": 16.687,
"eval_steps_per_second": 2.099,
"eval_wer": 0.4103555698786121,
"step": 2600
},
{
"epoch": 7.671232876712329,
"eval_loss": 0.23517899215221405,
"eval_runtime": 57.9143,
"eval_samples_per_second": 16.749,
"eval_steps_per_second": 2.107,
"eval_wer": 0.4192716725749275,
"step": 2800
},
{
"epoch": 8.219178082191782,
"grad_norm": 0.6077154278755188,
"learning_rate": 0.0002198986175115207,
"loss": 0.3018,
"step": 3000
},
{
"epoch": 8.219178082191782,
"eval_loss": 0.2249327301979065,
"eval_runtime": 57.7536,
"eval_samples_per_second": 16.795,
"eval_steps_per_second": 2.112,
"eval_wer": 0.4097110323343001,
"step": 3000
},
{
"epoch": 8.767123287671232,
"eval_loss": 0.22541025280952454,
"eval_runtime": 58.012,
"eval_samples_per_second": 16.721,
"eval_steps_per_second": 2.103,
"eval_wer": 0.40648834461274036,
"step": 3200
},
{
"epoch": 9.315068493150685,
"eval_loss": 0.2250933200120926,
"eval_runtime": 58.2195,
"eval_samples_per_second": 16.661,
"eval_steps_per_second": 2.096,
"eval_wer": 0.40208400472660866,
"step": 3400
},
{
"epoch": 9.58904109589041,
"grad_norm": 0.45964235067367554,
"learning_rate": 0.00020607373271889397,
"loss": 0.2945,
"step": 3500
},
{
"epoch": 9.863013698630137,
"eval_loss": 0.22482535243034363,
"eval_runtime": 57.7885,
"eval_samples_per_second": 16.785,
"eval_steps_per_second": 2.111,
"eval_wer": 0.396927704372113,
"step": 3600
},
{
"epoch": 10.41095890410959,
"eval_loss": 0.22121191024780273,
"eval_runtime": 58.297,
"eval_samples_per_second": 16.639,
"eval_steps_per_second": 2.093,
"eval_wer": 0.4001503920936728,
"step": 3800
},
{
"epoch": 10.95890410958904,
"grad_norm": 1.2428817749023438,
"learning_rate": 0.0001922488479262673,
"loss": 0.2843,
"step": 4000
},
{
"epoch": 10.95890410958904,
"eval_loss": 0.21997873485088348,
"eval_runtime": 57.8696,
"eval_samples_per_second": 16.762,
"eval_steps_per_second": 2.108,
"eval_wer": 0.39198624986572134,
"step": 4000
},
{
"epoch": 11.506849315068493,
"eval_loss": 0.21829502284526825,
"eval_runtime": 57.8135,
"eval_samples_per_second": 16.778,
"eval_steps_per_second": 2.11,
"eval_wer": 0.3853260285744978,
"step": 4200
},
{
"epoch": 12.054794520547945,
"eval_loss": 0.21739539504051208,
"eval_runtime": 57.004,
"eval_samples_per_second": 17.016,
"eval_steps_per_second": 2.14,
"eval_wer": 0.3889784079922656,
"step": 4400
},
{
"epoch": 12.32876712328767,
"grad_norm": 0.44710573554039,
"learning_rate": 0.00017842396313364056,
"loss": 0.2755,
"step": 4500
},
{
"epoch": 12.602739726027398,
"eval_loss": 0.21631112694740295,
"eval_runtime": 57.2582,
"eval_samples_per_second": 16.941,
"eval_steps_per_second": 2.131,
"eval_wer": 0.3955312063594371,
"step": 4600
},
{
"epoch": 13.150684931506849,
"eval_loss": 0.21974815428256989,
"eval_runtime": 57.1085,
"eval_samples_per_second": 16.985,
"eval_steps_per_second": 2.136,
"eval_wer": 0.3894080996884735,
"step": 4800
},
{
"epoch": 13.698630136986301,
"grad_norm": 0.3474729061126709,
"learning_rate": 0.00016459907834101383,
"loss": 0.2699,
"step": 5000
},
{
"epoch": 13.698630136986301,
"eval_loss": 0.21634985506534576,
"eval_runtime": 57.267,
"eval_samples_per_second": 16.938,
"eval_steps_per_second": 2.13,
"eval_wer": 0.38994521430873347,
"step": 5000
},
{
"epoch": 14.246575342465754,
"eval_loss": 0.21288762986660004,
"eval_runtime": 56.9225,
"eval_samples_per_second": 17.041,
"eval_steps_per_second": 2.143,
"eval_wer": 0.37694704049844235,
"step": 5200
},
{
"epoch": 14.794520547945206,
"eval_loss": 0.2114371657371521,
"eval_runtime": 57.0542,
"eval_samples_per_second": 17.001,
"eval_steps_per_second": 2.138,
"eval_wer": 0.37587281125792243,
"step": 5400
},
{
"epoch": 15.068493150684931,
"grad_norm": 0.5010984539985657,
"learning_rate": 0.0001507741935483871,
"loss": 0.2568,
"step": 5500
},
{
"epoch": 15.342465753424657,
"eval_loss": 0.20998027920722961,
"eval_runtime": 56.9906,
"eval_samples_per_second": 17.02,
"eval_steps_per_second": 2.141,
"eval_wer": 0.3721130089161027,
"step": 5600
},
{
"epoch": 15.89041095890411,
"eval_loss": 0.2139931619167328,
"eval_runtime": 56.9487,
"eval_samples_per_second": 17.033,
"eval_steps_per_second": 2.142,
"eval_wer": 0.36695670856160706,
"step": 5800
},
{
"epoch": 16.438356164383563,
"grad_norm": 0.3882729411125183,
"learning_rate": 0.00013694930875576036,
"loss": 0.2521,
"step": 6000
},
{
"epoch": 16.438356164383563,
"eval_loss": 0.21490569412708282,
"eval_runtime": 57.0453,
"eval_samples_per_second": 17.004,
"eval_steps_per_second": 2.139,
"eval_wer": 0.37426146739714256,
"step": 6000
},
{
"epoch": 16.986301369863014,
"eval_loss": 0.21307234466075897,
"eval_runtime": 57.0514,
"eval_samples_per_second": 17.002,
"eval_steps_per_second": 2.138,
"eval_wer": 0.3720055859920507,
"step": 6200
},
{
"epoch": 16.986301369863014,
"step": 6200,
"total_flos": 9.649821343406506e+18,
"train_loss": 0.4968759044524162,
"train_runtime": 6151.3654,
"train_samples_per_second": 14.226,
"train_steps_per_second": 1.78
}
],
"logging_steps": 500,
"max_steps": 10950,
"num_input_tokens_seen": 0,
"num_train_epochs": 30,
"save_steps": 200,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 3,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 3
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 9.649821343406506e+18,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}