mms-1b-lozgen-male-model / trainer_state.json
csikasote's picture
End of training
c38ed4a verified
{
"best_metric": 0.30884110927581787,
"best_model_checkpoint": "/scratch/skscla001/speech/results/mms-1b-lozgen-male-model/checkpoint-1800",
"epoch": 16.03053435114504,
"eval_steps": 100,
"global_step": 2100,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.7633587786259542,
"grad_norm": 2.278857707977295,
"learning_rate": 0.000285,
"loss": 6.7665,
"step": 100
},
{
"epoch": 0.7633587786259542,
"eval_loss": 3.1609649658203125,
"eval_runtime": 20.525,
"eval_samples_per_second": 14.811,
"eval_steps_per_second": 3.703,
"eval_wer": 0.9990169574834111,
"step": 100
},
{
"epoch": 1.5267175572519083,
"grad_norm": 2.781928062438965,
"learning_rate": 0.00029255874673629243,
"loss": 2.6476,
"step": 200
},
{
"epoch": 1.5267175572519083,
"eval_loss": 2.2410073280334473,
"eval_runtime": 20.3251,
"eval_samples_per_second": 14.957,
"eval_steps_per_second": 3.739,
"eval_wer": 0.8953059719832883,
"step": 200
},
{
"epoch": 2.2900763358778624,
"grad_norm": 2.653702974319458,
"learning_rate": 0.00028472584856396865,
"loss": 1.5694,
"step": 300
},
{
"epoch": 2.2900763358778624,
"eval_loss": 0.5584537386894226,
"eval_runtime": 20.2001,
"eval_samples_per_second": 15.049,
"eval_steps_per_second": 3.762,
"eval_wer": 0.7598918653231752,
"step": 300
},
{
"epoch": 3.053435114503817,
"grad_norm": 1.1257972717285156,
"learning_rate": 0.0002768929503916449,
"loss": 0.6761,
"step": 400
},
{
"epoch": 3.053435114503817,
"eval_loss": 0.4565717875957489,
"eval_runtime": 20.2697,
"eval_samples_per_second": 14.998,
"eval_steps_per_second": 3.749,
"eval_wer": 0.6318505775374785,
"step": 400
},
{
"epoch": 3.816793893129771,
"grad_norm": 0.982060968875885,
"learning_rate": 0.0002690600522193211,
"loss": 0.5793,
"step": 500
},
{
"epoch": 3.816793893129771,
"eval_loss": 0.4013397693634033,
"eval_runtime": 20.4119,
"eval_samples_per_second": 14.893,
"eval_steps_per_second": 3.723,
"eval_wer": 0.4821823543868272,
"step": 500
},
{
"epoch": 4.580152671755725,
"grad_norm": 0.9821244478225708,
"learning_rate": 0.0002612271540469974,
"loss": 0.5392,
"step": 600
},
{
"epoch": 4.580152671755725,
"eval_loss": 0.3795173168182373,
"eval_runtime": 20.3646,
"eval_samples_per_second": 14.928,
"eval_steps_per_second": 3.732,
"eval_wer": 0.4553944458097813,
"step": 600
},
{
"epoch": 5.34351145038168,
"grad_norm": 1.2693768739700317,
"learning_rate": 0.0002533942558746736,
"loss": 0.4809,
"step": 700
},
{
"epoch": 5.34351145038168,
"eval_loss": 0.37301722168922424,
"eval_runtime": 20.1691,
"eval_samples_per_second": 15.073,
"eval_steps_per_second": 3.768,
"eval_wer": 0.4332759891865323,
"step": 700
},
{
"epoch": 6.106870229007634,
"grad_norm": 1.0504028797149658,
"learning_rate": 0.0002455613577023499,
"loss": 0.4813,
"step": 800
},
{
"epoch": 6.106870229007634,
"eval_loss": 0.35973772406578064,
"eval_runtime": 20.1824,
"eval_samples_per_second": 15.063,
"eval_steps_per_second": 3.766,
"eval_wer": 0.4229540427623495,
"step": 800
},
{
"epoch": 6.870229007633588,
"grad_norm": 1.0751953125,
"learning_rate": 0.0002377284595300261,
"loss": 0.4484,
"step": 900
},
{
"epoch": 6.870229007633588,
"eval_loss": 0.3431786596775055,
"eval_runtime": 20.3009,
"eval_samples_per_second": 14.975,
"eval_steps_per_second": 3.744,
"eval_wer": 0.39247972474809534,
"step": 900
},
{
"epoch": 7.633587786259542,
"grad_norm": 3.291668176651001,
"learning_rate": 0.00022989556135770233,
"loss": 0.4418,
"step": 1000
},
{
"epoch": 7.633587786259542,
"eval_loss": 0.3390863239765167,
"eval_runtime": 20.3166,
"eval_samples_per_second": 14.963,
"eval_steps_per_second": 3.741,
"eval_wer": 0.39469157041042024,
"step": 1000
},
{
"epoch": 8.396946564885496,
"grad_norm": 1.688865303993225,
"learning_rate": 0.00022206266318537858,
"loss": 0.4322,
"step": 1100
},
{
"epoch": 8.396946564885496,
"eval_loss": 0.33392783999443054,
"eval_runtime": 20.3067,
"eval_samples_per_second": 14.97,
"eval_steps_per_second": 3.743,
"eval_wer": 0.3841238633570902,
"step": 1100
},
{
"epoch": 9.16030534351145,
"grad_norm": 1.2780994176864624,
"learning_rate": 0.0002142297650130548,
"loss": 0.3963,
"step": 1200
},
{
"epoch": 9.16030534351145,
"eval_loss": 0.3294471502304077,
"eval_runtime": 20.282,
"eval_samples_per_second": 14.989,
"eval_steps_per_second": 3.747,
"eval_wer": 0.36692061931678543,
"step": 1200
},
{
"epoch": 9.923664122137405,
"grad_norm": 1.1817948818206787,
"learning_rate": 0.00020639686684073108,
"loss": 0.4104,
"step": 1300
},
{
"epoch": 9.923664122137405,
"eval_loss": 0.321709543466568,
"eval_runtime": 20.3324,
"eval_samples_per_second": 14.952,
"eval_steps_per_second": 3.738,
"eval_wer": 0.3634799705087245,
"step": 1300
},
{
"epoch": 10.68702290076336,
"grad_norm": 2.474210262298584,
"learning_rate": 0.0001985639686684073,
"loss": 0.3777,
"step": 1400
},
{
"epoch": 10.68702290076336,
"eval_loss": 0.3176502287387848,
"eval_runtime": 20.3222,
"eval_samples_per_second": 14.959,
"eval_steps_per_second": 3.74,
"eval_wer": 0.3610223642172524,
"step": 1400
},
{
"epoch": 11.450381679389313,
"grad_norm": 1.456008791923523,
"learning_rate": 0.00019073107049608353,
"loss": 0.3785,
"step": 1500
},
{
"epoch": 11.450381679389313,
"eval_loss": 0.32359373569488525,
"eval_runtime": 20.3296,
"eval_samples_per_second": 14.954,
"eval_steps_per_second": 3.738,
"eval_wer": 0.35389530597198327,
"step": 1500
},
{
"epoch": 12.213740458015268,
"grad_norm": 1.4315876960754395,
"learning_rate": 0.00018289817232375978,
"loss": 0.3682,
"step": 1600
},
{
"epoch": 12.213740458015268,
"eval_loss": 0.31440281867980957,
"eval_runtime": 20.1701,
"eval_samples_per_second": 15.072,
"eval_steps_per_second": 3.768,
"eval_wer": 0.34676824772671416,
"step": 1600
},
{
"epoch": 12.977099236641221,
"grad_norm": 2.2636640071868896,
"learning_rate": 0.000175065274151436,
"loss": 0.3654,
"step": 1700
},
{
"epoch": 12.977099236641221,
"eval_loss": 0.31223368644714355,
"eval_runtime": 20.3687,
"eval_samples_per_second": 14.925,
"eval_steps_per_second": 3.731,
"eval_wer": 0.35291226345539445,
"step": 1700
},
{
"epoch": 13.740458015267176,
"grad_norm": 0.9211711883544922,
"learning_rate": 0.00016723237597911225,
"loss": 0.3509,
"step": 1800
},
{
"epoch": 13.740458015267176,
"eval_loss": 0.30884110927581787,
"eval_runtime": 20.3386,
"eval_samples_per_second": 14.947,
"eval_steps_per_second": 3.737,
"eval_wer": 0.3462767264684198,
"step": 1800
},
{
"epoch": 14.50381679389313,
"grad_norm": 2.6637320518493652,
"learning_rate": 0.0001593994778067885,
"loss": 0.3412,
"step": 1900
},
{
"epoch": 14.50381679389313,
"eval_loss": 0.314583420753479,
"eval_runtime": 20.1788,
"eval_samples_per_second": 15.065,
"eval_steps_per_second": 3.766,
"eval_wer": 0.33472597689850087,
"step": 1900
},
{
"epoch": 15.267175572519085,
"grad_norm": 0.9389367699623108,
"learning_rate": 0.00015156657963446475,
"loss": 0.3344,
"step": 2000
},
{
"epoch": 15.267175572519085,
"eval_loss": 0.31076034903526306,
"eval_runtime": 20.2164,
"eval_samples_per_second": 15.037,
"eval_steps_per_second": 3.759,
"eval_wer": 0.34160727451462275,
"step": 2000
},
{
"epoch": 16.03053435114504,
"grad_norm": 0.9784950017929077,
"learning_rate": 0.00014373368146214098,
"loss": 0.3351,
"step": 2100
},
{
"epoch": 16.03053435114504,
"eval_loss": 0.3107351064682007,
"eval_runtime": 20.3863,
"eval_samples_per_second": 14.912,
"eval_steps_per_second": 3.728,
"eval_wer": 0.3263701155074957,
"step": 2100
},
{
"epoch": 16.03053435114504,
"step": 2100,
"total_flos": 5.844277956095999e+18,
"train_loss": 0.8914755775814964,
"train_runtime": 1802.4751,
"train_samples_per_second": 8.721,
"train_steps_per_second": 2.18
}
],
"logging_steps": 100,
"max_steps": 3930,
"num_input_tokens_seen": 0,
"num_train_epochs": 30,
"save_steps": 400,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 3,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 2
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 5.844277956095999e+18,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}