{
  "best_metric": 0.288705050945282,
  "best_model_checkpoint": "/scratch/skscla001/results/mms-1b-all-bem-genbed-m-model/checkpoint-3600",
  "epoch": 5.379310344827586,
  "eval_steps": 100,
  "global_step": 3900,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.13793103448275862,
      "grad_norm": 4.020408630371094,
      "learning_rate": 0.00029099999999999997,
      "loss": 6.6677,
      "step": 100
    },
    {
      "epoch": 0.13793103448275862,
      "eval_loss": 1.1907541751861572,
      "eval_runtime": 66.3884,
      "eval_samples_per_second": 14.596,
      "eval_steps_per_second": 1.838,
      "eval_wer": 0.9661625503209662,
      "step": 100
    },
    {
      "epoch": 0.27586206896551724,
      "grad_norm": 2.7590324878692627,
      "learning_rate": 0.00029865588914549653,
      "loss": 0.7337,
      "step": 200
    },
    {
      "epoch": 0.27586206896551724,
      "eval_loss": 0.41317346692085266,
      "eval_runtime": 66.0778,
      "eval_samples_per_second": 14.665,
      "eval_steps_per_second": 1.846,
      "eval_wer": 0.5657708628005658,
      "step": 200
    },
    {
      "epoch": 0.41379310344827586,
      "grad_norm": 3.6684412956237793,
      "learning_rate": 0.000297270207852194,
      "loss": 0.5661,
      "step": 300
    },
    {
      "epoch": 0.41379310344827586,
      "eval_loss": 0.3766968846321106,
      "eval_runtime": 65.3213,
      "eval_samples_per_second": 14.834,
      "eval_steps_per_second": 1.868,
      "eval_wer": 0.5507561745185507,
      "step": 300
    },
    {
      "epoch": 0.5517241379310345,
      "grad_norm": 1.821001648902893,
      "learning_rate": 0.00029588452655889143,
      "loss": 0.523,
      "step": 400
    },
    {
      "epoch": 0.5517241379310345,
      "eval_loss": 0.3591341972351074,
      "eval_runtime": 66.145,
      "eval_samples_per_second": 14.65,
      "eval_steps_per_second": 1.844,
      "eval_wer": 0.5009248177565009,
      "step": 400
    },
    {
      "epoch": 0.6896551724137931,
      "grad_norm": 1.441114068031311,
      "learning_rate": 0.0002944988452655889,
      "loss": 0.5391,
      "step": 500
    },
    {
      "epoch": 0.6896551724137931,
      "eval_loss": 0.3529561161994934,
      "eval_runtime": 66.2528,
      "eval_samples_per_second": 14.626,
      "eval_steps_per_second": 1.841,
      "eval_wer": 0.5053857034055054,
      "step": 500
    },
    {
      "epoch": 0.8275862068965517,
      "grad_norm": 2.5801000595092773,
      "learning_rate": 0.00029311316397228633,
      "loss": 0.4978,
      "step": 600
    },
    {
      "epoch": 0.8275862068965517,
      "eval_loss": 0.3495703935623169,
      "eval_runtime": 66.263,
      "eval_samples_per_second": 14.624,
      "eval_steps_per_second": 1.841,
      "eval_wer": 0.5096289848765096,
      "step": 600
    },
    {
      "epoch": 0.9655172413793104,
      "grad_norm": 2.353003978729248,
      "learning_rate": 0.00029172748267898384,
      "loss": 0.4737,
      "step": 700
    },
    {
      "epoch": 0.9655172413793104,
      "eval_loss": 0.3478347957134247,
      "eval_runtime": 66.0122,
      "eval_samples_per_second": 14.679,
      "eval_steps_per_second": 1.848,
      "eval_wer": 0.5078881514525079,
      "step": 700
    },
    {
      "epoch": 1.103448275862069,
      "grad_norm": 1.0043631792068481,
      "learning_rate": 0.00029034180138568123,
      "loss": 0.4878,
      "step": 800
    },
    {
      "epoch": 1.103448275862069,
      "eval_loss": 0.33903008699417114,
      "eval_runtime": 65.851,
      "eval_samples_per_second": 14.715,
      "eval_steps_per_second": 1.853,
      "eval_wer": 0.4737242955064737,
      "step": 800
    },
    {
      "epoch": 1.2413793103448276,
      "grad_norm": 0.7626993656158447,
      "learning_rate": 0.00028895612009237874,
      "loss": 0.4737,
      "step": 900
    },
    {
      "epoch": 1.2413793103448276,
      "eval_loss": 0.3304341435432434,
      "eval_runtime": 65.8955,
      "eval_samples_per_second": 14.705,
      "eval_steps_per_second": 1.851,
      "eval_wer": 0.49047981721249045,
      "step": 900
    },
    {
      "epoch": 1.3793103448275863,
      "grad_norm": 0.9640819430351257,
      "learning_rate": 0.0002875704387990762,
      "loss": 0.4603,
      "step": 1000
    },
    {
      "epoch": 1.3793103448275863,
      "eval_loss": 0.33281686902046204,
      "eval_runtime": 66.3,
      "eval_samples_per_second": 14.615,
      "eval_steps_per_second": 1.84,
      "eval_wer": 0.48416929605048414,
      "step": 1000
    },
    {
      "epoch": 1.5172413793103448,
      "grad_norm": 2.8595709800720215,
      "learning_rate": 0.0002861986143187067,
      "loss": 0.4793,
      "step": 1100
    },
    {
      "epoch": 1.5172413793103448,
      "eval_loss": 0.3252318799495697,
      "eval_runtime": 66.2152,
      "eval_samples_per_second": 14.634,
      "eval_steps_per_second": 1.842,
      "eval_wer": 0.46404090958546407,
      "step": 1100
    },
    {
      "epoch": 1.6551724137931034,
      "grad_norm": 0.949995219707489,
      "learning_rate": 0.0002848129330254041,
      "loss": 0.4359,
      "step": 1200
    },
    {
      "epoch": 1.6551724137931034,
      "eval_loss": 0.32520735263824463,
      "eval_runtime": 66.7065,
      "eval_samples_per_second": 14.526,
      "eval_steps_per_second": 1.829,
      "eval_wer": 0.4658905450984659,
      "step": 1200
    },
    {
      "epoch": 1.793103448275862,
      "grad_norm": 0.6196809411048889,
      "learning_rate": 0.0002834272517321016,
      "loss": 0.457,
      "step": 1300
    },
    {
      "epoch": 1.793103448275862,
      "eval_loss": 0.32037919759750366,
      "eval_runtime": 66.2729,
      "eval_samples_per_second": 14.621,
      "eval_steps_per_second": 1.841,
      "eval_wer": 0.4716570558154717,
      "step": 1300
    },
    {
      "epoch": 1.9310344827586206,
      "grad_norm": 1.259907603263855,
      "learning_rate": 0.0002820415704387991,
      "loss": 0.469,
      "step": 1400
    },
    {
      "epoch": 1.9310344827586206,
      "eval_loss": 0.3184985816478729,
      "eval_runtime": 66.6429,
      "eval_samples_per_second": 14.54,
      "eval_steps_per_second": 1.831,
      "eval_wer": 0.4696986182134697,
      "step": 1400
    },
    {
      "epoch": 2.0689655172413794,
      "grad_norm": 2.5777244567871094,
      "learning_rate": 0.00028065588914549653,
      "loss": 0.4894,
      "step": 1500
    },
    {
      "epoch": 2.0689655172413794,
      "eval_loss": 0.31666702032089233,
      "eval_runtime": 66.147,
      "eval_samples_per_second": 14.649,
      "eval_steps_per_second": 1.844,
      "eval_wer": 0.4621912740724622,
      "step": 1500
    },
    {
      "epoch": 2.206896551724138,
      "grad_norm": 1.6249274015426636,
      "learning_rate": 0.000279270207852194,
      "loss": 0.4386,
      "step": 1600
    },
    {
      "epoch": 2.206896551724138,
      "eval_loss": 0.3184942603111267,
      "eval_runtime": 66.4241,
      "eval_samples_per_second": 14.588,
      "eval_steps_per_second": 1.837,
      "eval_wer": 0.4645849200304646,
      "step": 1600
    },
    {
      "epoch": 2.344827586206897,
      "grad_norm": 3.3305695056915283,
      "learning_rate": 0.00027788452655889143,
      "loss": 0.4441,
      "step": 1700
    },
    {
      "epoch": 2.344827586206897,
      "eval_loss": 0.30993008613586426,
      "eval_runtime": 66.4734,
      "eval_samples_per_second": 14.577,
      "eval_steps_per_second": 1.835,
      "eval_wer": 0.4606680448264607,
      "step": 1700
    },
    {
      "epoch": 2.4827586206896552,
      "grad_norm": 8.44198989868164,
      "learning_rate": 0.0002764988452655889,
      "loss": 0.444,
      "step": 1800
    },
    {
      "epoch": 2.4827586206896552,
      "eval_loss": 0.315364807844162,
      "eval_runtime": 66.1431,
      "eval_samples_per_second": 14.65,
      "eval_steps_per_second": 1.844,
      "eval_wer": 0.4551191382874551,
      "step": 1800
    },
    {
      "epoch": 2.6206896551724137,
      "grad_norm": 2.8819918632507324,
      "learning_rate": 0.00027511316397228633,
      "loss": 0.4065,
      "step": 1900
    },
    {
      "epoch": 2.6206896551724137,
      "eval_loss": 0.3137612044811249,
      "eval_runtime": 66.3301,
      "eval_samples_per_second": 14.609,
      "eval_steps_per_second": 1.839,
      "eval_wer": 0.4623000761614623,
      "step": 1900
    },
    {
      "epoch": 2.7586206896551726,
      "grad_norm": 2.527022123336792,
      "learning_rate": 0.0002737274826789838,
      "loss": 0.4163,
      "step": 2000
    },
    {
      "epoch": 2.7586206896551726,
      "eval_loss": 0.3087407350540161,
      "eval_runtime": 66.4958,
      "eval_samples_per_second": 14.572,
      "eval_steps_per_second": 1.835,
      "eval_wer": 0.43771080404743773,
      "step": 2000
    },
    {
      "epoch": 2.896551724137931,
      "grad_norm": 4.25317907333374,
      "learning_rate": 0.0002723418013856813,
      "loss": 0.4518,
      "step": 2100
    },
    {
      "epoch": 2.896551724137931,
      "eval_loss": 0.3054434657096863,
      "eval_runtime": 66.3758,
      "eval_samples_per_second": 14.599,
      "eval_steps_per_second": 1.838,
      "eval_wer": 0.44946142965944946,
      "step": 2100
    },
    {
      "epoch": 3.0344827586206895,
      "grad_norm": 1.4464918375015259,
      "learning_rate": 0.00027095612009237874,
      "loss": 0.4208,
      "step": 2200
    },
    {
      "epoch": 3.0344827586206895,
      "eval_loss": 0.30368348956108093,
      "eval_runtime": 65.8792,
      "eval_samples_per_second": 14.709,
      "eval_steps_per_second": 1.852,
      "eval_wer": 0.4512022630834512,
      "step": 2200
    },
    {
      "epoch": 3.1724137931034484,
      "grad_norm": 1.0703141689300537,
      "learning_rate": 0.0002695704387990762,
      "loss": 0.381,
      "step": 2300
    },
    {
      "epoch": 3.1724137931034484,
      "eval_loss": 0.3074105381965637,
      "eval_runtime": 66.1774,
      "eval_samples_per_second": 14.642,
      "eval_steps_per_second": 1.844,
      "eval_wer": 0.43858122075943856,
      "step": 2300
    },
    {
      "epoch": 3.310344827586207,
      "grad_norm": 0.6348339319229126,
      "learning_rate": 0.00026818475750577364,
      "loss": 0.4203,
      "step": 2400
    },
    {
      "epoch": 3.310344827586207,
      "eval_loss": 0.29894039034843445,
      "eval_runtime": 66.3138,
      "eval_samples_per_second": 14.612,
      "eval_steps_per_second": 1.84,
      "eval_wer": 0.42443694918942443,
      "step": 2400
    },
    {
      "epoch": 3.4482758620689653,
      "grad_norm": 0.7910144925117493,
      "learning_rate": 0.0002668129330254041,
      "loss": 0.4556,
      "step": 2500
    },
    {
      "epoch": 3.4482758620689653,
      "eval_loss": 0.30804964900016785,
      "eval_runtime": 66.2991,
      "eval_samples_per_second": 14.616,
      "eval_steps_per_second": 1.84,
      "eval_wer": 0.4835164835164835,
      "step": 2500
    },
    {
      "epoch": 3.586206896551724,
      "grad_norm": 0.7089941501617432,
      "learning_rate": 0.0002654411085450346,
      "loss": 0.4143,
      "step": 2600
    },
    {
      "epoch": 3.586206896551724,
      "eval_loss": 0.29555052518844604,
      "eval_runtime": 66.1318,
      "eval_samples_per_second": 14.653,
      "eval_steps_per_second": 1.845,
      "eval_wer": 0.42215210532042213,
      "step": 2600
    },
    {
      "epoch": 3.7241379310344827,
      "grad_norm": 1.1959691047668457,
      "learning_rate": 0.00026405542725173206,
      "loss": 0.4055,
      "step": 2700
    },
    {
      "epoch": 3.7241379310344827,
      "eval_loss": 0.30229437351226807,
      "eval_runtime": 66.3475,
      "eval_samples_per_second": 14.605,
      "eval_steps_per_second": 1.839,
      "eval_wer": 0.45805679469045807,
      "step": 2700
    },
    {
      "epoch": 3.862068965517241,
      "grad_norm": 0.894882321357727,
      "learning_rate": 0.00026266974595842956,
      "loss": 0.4102,
      "step": 2800
    },
    {
      "epoch": 3.862068965517241,
      "eval_loss": 0.2955451011657715,
      "eval_runtime": 66.6438,
      "eval_samples_per_second": 14.54,
      "eval_steps_per_second": 1.831,
      "eval_wer": 0.44119247089544117,
      "step": 2800
    },
    {
      "epoch": 4.0,
      "grad_norm": 1.242213249206543,
      "learning_rate": 0.000261284064665127,
      "loss": 0.4451,
      "step": 2900
    },
    {
      "epoch": 4.0,
      "eval_loss": 0.29440462589263916,
      "eval_runtime": 66.0997,
      "eval_samples_per_second": 14.66,
      "eval_steps_per_second": 1.846,
      "eval_wer": 0.4181264280274181,
      "step": 2900
    },
    {
      "epoch": 4.137931034482759,
      "grad_norm": 4.585179328918457,
      "learning_rate": 0.00025989838337182446,
      "loss": 0.3857,
      "step": 3000
    },
    {
      "epoch": 4.137931034482759,
      "eval_loss": 0.29851463437080383,
      "eval_runtime": 66.1268,
      "eval_samples_per_second": 14.654,
      "eval_steps_per_second": 1.845,
      "eval_wer": 0.44260689805244263,
      "step": 3000
    },
    {
      "epoch": 4.275862068965517,
      "grad_norm": 2.503293991088867,
      "learning_rate": 0.0002585127020785219,
      "loss": 0.4071,
      "step": 3100
    },
    {
      "epoch": 4.275862068965517,
      "eval_loss": 0.29181334376335144,
      "eval_runtime": 66.2612,
      "eval_samples_per_second": 14.624,
      "eval_steps_per_second": 1.841,
      "eval_wer": 0.429006636927429,
      "step": 3100
    },
    {
      "epoch": 4.413793103448276,
      "grad_norm": 219.94293212890625,
      "learning_rate": 0.00025712702078521936,
      "loss": 0.4,
      "step": 3200
    },
    {
      "epoch": 4.413793103448276,
      "eval_loss": 0.2951139509677887,
      "eval_runtime": 66.077,
      "eval_samples_per_second": 14.665,
      "eval_steps_per_second": 1.846,
      "eval_wer": 0.43205309541943204,
      "step": 3200
    },
    {
      "epoch": 4.551724137931035,
      "grad_norm": 5.060625076293945,
      "learning_rate": 0.00025574133949191687,
      "loss": 0.4257,
      "step": 3300
    },
    {
      "epoch": 4.551724137931035,
      "eval_loss": 0.3035087585449219,
      "eval_runtime": 66.4299,
      "eval_samples_per_second": 14.587,
      "eval_steps_per_second": 1.837,
      "eval_wer": 0.4607768469154608,
      "step": 3300
    },
    {
      "epoch": 4.689655172413794,
      "grad_norm": 4.010824680328369,
      "learning_rate": 0.00025435565819861426,
      "loss": 0.3929,
      "step": 3400
    },
    {
      "epoch": 4.689655172413794,
      "eval_loss": 0.2965061366558075,
      "eval_runtime": 66.5423,
      "eval_samples_per_second": 14.562,
      "eval_steps_per_second": 1.833,
      "eval_wer": 0.4131215319334131,
      "step": 3400
    },
    {
      "epoch": 4.827586206896552,
      "grad_norm": 1.3017578125,
      "learning_rate": 0.00025296997690531177,
      "loss": 0.3957,
      "step": 3500
    },
    {
      "epoch": 4.827586206896552,
      "eval_loss": 0.2937914729118347,
      "eval_runtime": 66.4495,
      "eval_samples_per_second": 14.583,
      "eval_steps_per_second": 1.836,
      "eval_wer": 0.43966924164943966,
      "step": 3500
    },
    {
      "epoch": 4.9655172413793105,
      "grad_norm": 2.3724756240844727,
      "learning_rate": 0.0002515842956120092,
      "loss": 0.3974,
      "step": 3600
    },
    {
      "epoch": 4.9655172413793105,
      "eval_loss": 0.288705050945282,
      "eval_runtime": 66.1655,
      "eval_samples_per_second": 14.645,
      "eval_steps_per_second": 1.844,
      "eval_wer": 0.4119247089544119,
      "step": 3600
    },
    {
      "epoch": 5.103448275862069,
      "grad_norm": 1.0314807891845703,
      "learning_rate": 0.00025019861431870667,
      "loss": 0.3733,
      "step": 3700
    },
    {
      "epoch": 5.103448275862069,
      "eval_loss": 0.2889891266822815,
      "eval_runtime": 66.2632,
      "eval_samples_per_second": 14.624,
      "eval_steps_per_second": 1.841,
      "eval_wer": 0.404961375258405,
      "step": 3700
    },
    {
      "epoch": 5.241379310344827,
      "grad_norm": 1.2068380117416382,
      "learning_rate": 0.0002488129330254041,
      "loss": 0.382,
      "step": 3800
    },
    {
      "epoch": 5.241379310344827,
      "eval_loss": 0.29174748063087463,
      "eval_runtime": 66.0529,
      "eval_samples_per_second": 14.67,
      "eval_steps_per_second": 1.847,
      "eval_wer": 0.42334892829942333,
      "step": 3800
    },
    {
      "epoch": 5.379310344827586,
      "grad_norm": 1.330348014831543,
      "learning_rate": 0.00024742725173210157,
      "loss": 0.3669,
      "step": 3900
    },
    {
      "epoch": 5.379310344827586,
      "eval_loss": 0.2899990379810333,
      "eval_runtime": 66.5504,
      "eval_samples_per_second": 14.56,
      "eval_steps_per_second": 1.833,
      "eval_wer": 0.4312914807964313,
      "step": 3900
    },
    {
      "epoch": 5.379310344827586,
      "step": 3900,
      "total_flos": 9.379255341017438e+18,
      "train_loss": 0.6060099772917918,
      "train_runtime": 5080.4448,
      "train_samples_per_second": 17.124,
      "train_steps_per_second": 4.281
    }
  ],
  "logging_steps": 100,
  "max_steps": 21750,
  "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": 0
      }
    },
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": false
      },
      "attributes": {}
    }
  },
  "total_flos": 9.379255341017438e+18,
  "train_batch_size": 4,
  "trial_name": null,
  "trial_params": null
}