{
  "best_metric": 0.258684903383255,
  "best_model_checkpoint": "/scratch/skscla001/speech/results/mms-1b-bemgen-combined-model/checkpoint-2200",
  "epoch": 1.2893243940175347,
  "eval_steps": 100,
  "global_step": 2500,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.05157297576070139,
      "grad_norm": 3.681674003601074,
      "learning_rate": 0.00028799999999999995,
      "loss": 6.7553,
      "step": 100
    },
    {
      "epoch": 0.05157297576070139,
      "eval_loss": 0.8774181604385376,
      "eval_runtime": 57.8286,
      "eval_samples_per_second": 16.877,
      "eval_steps_per_second": 2.11,
      "eval_wer": 0.847627340008707,
      "step": 100
    },
    {
      "epoch": 0.10314595152140278,
      "grad_norm": 2.3965742588043213,
      "learning_rate": 0.00029950404684002066,
      "loss": 0.5648,
      "step": 200
    },
    {
      "epoch": 0.10314595152140278,
      "eval_loss": 0.34078654646873474,
      "eval_runtime": 57.7359,
      "eval_samples_per_second": 16.905,
      "eval_steps_per_second": 2.113,
      "eval_wer": 0.5031562908141054,
      "step": 200
    },
    {
      "epoch": 0.15471892728210418,
      "grad_norm": 12.905903816223145,
      "learning_rate": 0.00029898742896504216,
      "loss": 0.4827,
      "step": 300
    },
    {
      "epoch": 0.15471892728210418,
      "eval_loss": 0.3261478543281555,
      "eval_runtime": 57.6285,
      "eval_samples_per_second": 16.936,
      "eval_steps_per_second": 2.117,
      "eval_wer": 0.4930343926861123,
      "step": 300
    },
    {
      "epoch": 0.20629190304280556,
      "grad_norm": 1.9552323818206787,
      "learning_rate": 0.00029847081109006366,
      "loss": 0.4321,
      "step": 400
    },
    {
      "epoch": 0.20629190304280556,
      "eval_loss": 0.303559273481369,
      "eval_runtime": 57.7126,
      "eval_samples_per_second": 16.911,
      "eval_steps_per_second": 2.114,
      "eval_wer": 0.48541575968654765,
      "step": 400
    },
    {
      "epoch": 0.25786487880350695,
      "grad_norm": 2.4878430366516113,
      "learning_rate": 0.0002979541932150852,
      "loss": 0.4168,
      "step": 500
    },
    {
      "epoch": 0.25786487880350695,
      "eval_loss": 0.2988507151603699,
      "eval_runtime": 57.9159,
      "eval_samples_per_second": 16.852,
      "eval_steps_per_second": 2.107,
      "eval_wer": 0.4783413147583805,
      "step": 500
    },
    {
      "epoch": 0.30943785456420836,
      "grad_norm": 3.2817885875701904,
      "learning_rate": 0.0002974375753401067,
      "loss": 0.3965,
      "step": 600
    },
    {
      "epoch": 0.30943785456420836,
      "eval_loss": 0.2906985282897949,
      "eval_runtime": 57.5951,
      "eval_samples_per_second": 16.946,
      "eval_steps_per_second": 2.118,
      "eval_wer": 0.45134958641706574,
      "step": 600
    },
    {
      "epoch": 0.36101083032490977,
      "grad_norm": 1.416237235069275,
      "learning_rate": 0.0002969209574651283,
      "loss": 0.4199,
      "step": 700
    },
    {
      "epoch": 0.36101083032490977,
      "eval_loss": 0.29259440302848816,
      "eval_runtime": 57.5412,
      "eval_samples_per_second": 16.962,
      "eval_steps_per_second": 2.12,
      "eval_wer": 0.4718110579016108,
      "step": 700
    },
    {
      "epoch": 0.4125838060856111,
      "grad_norm": 2.3475992679595947,
      "learning_rate": 0.0002964043395901498,
      "loss": 0.3975,
      "step": 800
    },
    {
      "epoch": 0.4125838060856111,
      "eval_loss": 0.288595974445343,
      "eval_runtime": 57.3013,
      "eval_samples_per_second": 17.033,
      "eval_steps_per_second": 2.129,
      "eval_wer": 0.44590770570309096,
      "step": 800
    },
    {
      "epoch": 0.46415678184631254,
      "grad_norm": 1.5925949811935425,
      "learning_rate": 0.00029588772171517134,
      "loss": 0.3839,
      "step": 900
    },
    {
      "epoch": 0.46415678184631254,
      "eval_loss": 0.29075172543525696,
      "eval_runtime": 57.8589,
      "eval_samples_per_second": 16.869,
      "eval_steps_per_second": 2.109,
      "eval_wer": 0.4722464083587288,
      "step": 900
    },
    {
      "epoch": 0.5157297576070139,
      "grad_norm": 2.456458568572998,
      "learning_rate": 0.00029537110384019285,
      "loss": 0.3673,
      "step": 1000
    },
    {
      "epoch": 0.5157297576070139,
      "eval_loss": 0.2836114764213562,
      "eval_runtime": 57.7048,
      "eval_samples_per_second": 16.914,
      "eval_steps_per_second": 2.114,
      "eval_wer": 0.44449281671745755,
      "step": 1000
    },
    {
      "epoch": 0.5673027333677153,
      "grad_norm": 2.249444007873535,
      "learning_rate": 0.00029485448596521435,
      "loss": 0.3777,
      "step": 1100
    },
    {
      "epoch": 0.5673027333677153,
      "eval_loss": 0.27841705083847046,
      "eval_runtime": 57.4013,
      "eval_samples_per_second": 17.003,
      "eval_steps_per_second": 2.125,
      "eval_wer": 0.4365476708750544,
      "step": 1100
    },
    {
      "epoch": 0.6188757091284167,
      "grad_norm": 1.6211791038513184,
      "learning_rate": 0.0002943378680902359,
      "loss": 0.3764,
      "step": 1200
    },
    {
      "epoch": 0.6188757091284167,
      "eval_loss": 0.2790738344192505,
      "eval_runtime": 57.3594,
      "eval_samples_per_second": 17.016,
      "eval_steps_per_second": 2.127,
      "eval_wer": 0.4278406617326948,
      "step": 1200
    },
    {
      "epoch": 0.6704486848891181,
      "grad_norm": 2.047067165374756,
      "learning_rate": 0.0002938212502152574,
      "loss": 0.3918,
      "step": 1300
    },
    {
      "epoch": 0.6704486848891181,
      "eval_loss": 0.27573078870773315,
      "eval_runtime": 57.7956,
      "eval_samples_per_second": 16.887,
      "eval_steps_per_second": 2.111,
      "eval_wer": 0.42511972137570747,
      "step": 1300
    },
    {
      "epoch": 0.7220216606498195,
      "grad_norm": 1.4619171619415283,
      "learning_rate": 0.00029330979851902874,
      "loss": 0.3669,
      "step": 1400
    },
    {
      "epoch": 0.7220216606498195,
      "eval_loss": 0.2721499502658844,
      "eval_runtime": 57.7153,
      "eval_samples_per_second": 16.911,
      "eval_steps_per_second": 2.114,
      "eval_wer": 0.41815411406181974,
      "step": 1400
    },
    {
      "epoch": 0.7735946364105208,
      "grad_norm": 1.6276806592941284,
      "learning_rate": 0.0002927931806440503,
      "loss": 0.377,
      "step": 1500
    },
    {
      "epoch": 0.7735946364105208,
      "eval_loss": 0.27284711599349976,
      "eval_runtime": 57.3961,
      "eval_samples_per_second": 17.005,
      "eval_steps_per_second": 2.126,
      "eval_wer": 0.47572921201567264,
      "step": 1500
    },
    {
      "epoch": 0.8251676121712223,
      "grad_norm": 3.681490659713745,
      "learning_rate": 0.0002922765627690718,
      "loss": 0.4174,
      "step": 1600
    },
    {
      "epoch": 0.8251676121712223,
      "eval_loss": 0.2684435546398163,
      "eval_runtime": 57.3852,
      "eval_samples_per_second": 17.008,
      "eval_steps_per_second": 2.126,
      "eval_wer": 0.4242490204614715,
      "step": 1600
    },
    {
      "epoch": 0.8767405879319237,
      "grad_norm": 1.2958589792251587,
      "learning_rate": 0.0002917599448940933,
      "loss": 0.3641,
      "step": 1700
    },
    {
      "epoch": 0.8767405879319237,
      "eval_loss": 0.2649287283420563,
      "eval_runtime": 57.8551,
      "eval_samples_per_second": 16.87,
      "eval_steps_per_second": 2.109,
      "eval_wer": 0.4194601654331737,
      "step": 1700
    },
    {
      "epoch": 0.9283135636926251,
      "grad_norm": 1.8431603908538818,
      "learning_rate": 0.00029124332701911486,
      "loss": 0.3882,
      "step": 1800
    },
    {
      "epoch": 0.9283135636926251,
      "eval_loss": 0.2646693289279938,
      "eval_runtime": 57.7373,
      "eval_samples_per_second": 16.904,
      "eval_steps_per_second": 2.113,
      "eval_wer": 0.41249455811928604,
      "step": 1800
    },
    {
      "epoch": 0.9798865394533265,
      "grad_norm": 2.4119603633880615,
      "learning_rate": 0.00029072670914413636,
      "loss": 0.3861,
      "step": 1900
    },
    {
      "epoch": 0.9798865394533265,
      "eval_loss": 0.2668125033378601,
      "eval_runtime": 57.5111,
      "eval_samples_per_second": 16.971,
      "eval_steps_per_second": 2.121,
      "eval_wer": 0.44253373966042664,
      "step": 1900
    },
    {
      "epoch": 1.0314595152140278,
      "grad_norm": 1.174663782119751,
      "learning_rate": 0.00029021009126915787,
      "loss": 0.3647,
      "step": 2000
    },
    {
      "epoch": 1.0314595152140278,
      "eval_loss": 0.26750749349594116,
      "eval_runtime": 57.5411,
      "eval_samples_per_second": 16.962,
      "eval_steps_per_second": 2.12,
      "eval_wer": 0.42457553330430997,
      "step": 2000
    },
    {
      "epoch": 1.0830324909747293,
      "grad_norm": 0.9301519393920898,
      "learning_rate": 0.0002896934733941794,
      "loss": 0.3467,
      "step": 2100
    },
    {
      "epoch": 1.0830324909747293,
      "eval_loss": 0.2629115581512451,
      "eval_runtime": 57.7541,
      "eval_samples_per_second": 16.899,
      "eval_steps_per_second": 2.112,
      "eval_wer": 0.40977361776229865,
      "step": 2100
    },
    {
      "epoch": 1.1346054667354306,
      "grad_norm": 0.7093687057495117,
      "learning_rate": 0.00028917685551920093,
      "loss": 0.3579,
      "step": 2200
    },
    {
      "epoch": 1.1346054667354306,
      "eval_loss": 0.258684903383255,
      "eval_runtime": 57.7529,
      "eval_samples_per_second": 16.9,
      "eval_steps_per_second": 2.112,
      "eval_wer": 0.41858946451893775,
      "step": 2200
    },
    {
      "epoch": 1.1861784424961321,
      "grad_norm": 1.027114748954773,
      "learning_rate": 0.00028866023764422243,
      "loss": 0.3544,
      "step": 2300
    },
    {
      "epoch": 1.1861784424961321,
      "eval_loss": 0.2609032392501831,
      "eval_runtime": 57.5179,
      "eval_samples_per_second": 16.969,
      "eval_steps_per_second": 2.121,
      "eval_wer": 0.412712233347845,
      "step": 2300
    },
    {
      "epoch": 1.2377514182568334,
      "grad_norm": 0.9472237825393677,
      "learning_rate": 0.000288143619769244,
      "loss": 0.35,
      "step": 2400
    },
    {
      "epoch": 1.2377514182568334,
      "eval_loss": 0.2592073678970337,
      "eval_runtime": 57.1938,
      "eval_samples_per_second": 17.065,
      "eval_steps_per_second": 2.133,
      "eval_wer": 0.4061819764910753,
      "step": 2400
    },
    {
      "epoch": 1.2893243940175347,
      "grad_norm": 1.6566214561462402,
      "learning_rate": 0.00028762700189426555,
      "loss": 0.3519,
      "step": 2500
    },
    {
      "epoch": 1.2893243940175347,
      "eval_loss": 0.2590978443622589,
      "eval_runtime": 57.823,
      "eval_samples_per_second": 16.879,
      "eval_steps_per_second": 2.11,
      "eval_wer": 0.4134740966478015,
      "step": 2500
    },
    {
      "epoch": 1.2893243940175347,
      "step": 2500,
      "total_flos": 5.958212987780215e+18,
      "train_loss": 0.6475233551025391,
      "train_runtime": 3633.5111,
      "train_samples_per_second": 64.037,
      "train_steps_per_second": 16.009
    }
  ],
  "logging_steps": 100,
  "max_steps": 58170,
  "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": 5.958212987780215e+18,
  "train_batch_size": 4,
  "trial_name": null,
  "trial_params": null
}