wav2vec2-xlsr-53-ft-btb-ccv-cy / trainer_state.json
DewiBrynJones's picture
End of training
6bb85f9 verified
raw
history blame
No virus
29.7 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 1.9357336430507162,
"eval_steps": 100,
"global_step": 10000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.019357336430507164,
"eval_loss": 3.5565404891967773,
"eval_runtime": 151.5266,
"eval_samples_per_second": 37.327,
"eval_steps_per_second": 4.666,
"eval_wer": 1.0,
"step": 100
},
{
"epoch": 0.03871467286101433,
"eval_loss": 3.0301756858825684,
"eval_runtime": 150.582,
"eval_samples_per_second": 37.561,
"eval_steps_per_second": 4.695,
"eval_wer": 1.0,
"step": 200
},
{
"epoch": 0.05807200929152149,
"eval_loss": 2.9460911750793457,
"eval_runtime": 148.9065,
"eval_samples_per_second": 37.984,
"eval_steps_per_second": 4.748,
"eval_wer": 1.0,
"step": 300
},
{
"epoch": 0.07742934572202866,
"eval_loss": 1.8142520189285278,
"eval_runtime": 149.8655,
"eval_samples_per_second": 37.741,
"eval_steps_per_second": 4.718,
"eval_wer": 0.940732775914365,
"step": 400
},
{
"epoch": 0.09678668215253582,
"grad_norm": 3.132490396499634,
"learning_rate": 0.00029759999999999997,
"loss": 3.9521,
"step": 500
},
{
"epoch": 0.09678668215253582,
"eval_loss": 1.4195518493652344,
"eval_runtime": 150.5171,
"eval_samples_per_second": 37.577,
"eval_steps_per_second": 4.697,
"eval_wer": 0.8693007655149171,
"step": 500
},
{
"epoch": 0.11614401858304298,
"eval_loss": 1.16689133644104,
"eval_runtime": 150.5387,
"eval_samples_per_second": 37.572,
"eval_steps_per_second": 4.696,
"eval_wer": 0.8055239042865626,
"step": 600
},
{
"epoch": 0.13550135501355012,
"eval_loss": 1.0756505727767944,
"eval_runtime": 151.2385,
"eval_samples_per_second": 37.398,
"eval_steps_per_second": 4.675,
"eval_wer": 0.7596251063215163,
"step": 700
},
{
"epoch": 0.1548586914440573,
"eval_loss": 0.9944618344306946,
"eval_runtime": 151.1646,
"eval_samples_per_second": 37.416,
"eval_steps_per_second": 4.677,
"eval_wer": 0.7223925149652549,
"step": 800
},
{
"epoch": 0.17421602787456447,
"eval_loss": 0.9381263256072998,
"eval_runtime": 151.6289,
"eval_samples_per_second": 37.302,
"eval_steps_per_second": 4.663,
"eval_wer": 0.6870857472998347,
"step": 900
},
{
"epoch": 0.19357336430507163,
"grad_norm": 7.335289001464844,
"learning_rate": 0.0002844,
"loss": 1.0266,
"step": 1000
},
{
"epoch": 0.19357336430507163,
"eval_loss": 0.8977694511413574,
"eval_runtime": 156.0202,
"eval_samples_per_second": 36.252,
"eval_steps_per_second": 4.531,
"eval_wer": 0.661472292211648,
"step": 1000
},
{
"epoch": 0.2129307007355788,
"eval_loss": 0.8770694136619568,
"eval_runtime": 151.6589,
"eval_samples_per_second": 37.294,
"eval_steps_per_second": 4.662,
"eval_wer": 0.6450385967164706,
"step": 1100
},
{
"epoch": 0.23228803716608595,
"eval_loss": 0.851553201675415,
"eval_runtime": 151.5945,
"eval_samples_per_second": 37.31,
"eval_steps_per_second": 4.664,
"eval_wer": 0.640432668389209,
"step": 1200
},
{
"epoch": 0.2516453735965931,
"eval_loss": 0.8273979425430298,
"eval_runtime": 151.4524,
"eval_samples_per_second": 37.345,
"eval_steps_per_second": 4.668,
"eval_wer": 0.6138081558633307,
"step": 1300
},
{
"epoch": 0.27100271002710025,
"eval_loss": 0.7992698550224304,
"eval_runtime": 152.8076,
"eval_samples_per_second": 37.014,
"eval_steps_per_second": 4.627,
"eval_wer": 0.596973247099228,
"step": 1400
},
{
"epoch": 0.29036004645760743,
"grad_norm": 4.0737223625183105,
"learning_rate": 0.00026861052631578947,
"loss": 0.8454,
"step": 1500
},
{
"epoch": 0.29036004645760743,
"eval_loss": 0.7768516540527344,
"eval_runtime": 152.3743,
"eval_samples_per_second": 37.119,
"eval_steps_per_second": 4.64,
"eval_wer": 0.5887563993516394,
"step": 1500
},
{
"epoch": 0.3097173828881146,
"eval_loss": 0.7664207220077515,
"eval_runtime": 154.3668,
"eval_samples_per_second": 36.64,
"eval_steps_per_second": 4.58,
"eval_wer": 0.5997977885124617,
"step": 1600
},
{
"epoch": 0.32907471931862176,
"eval_loss": 0.7400562763214111,
"eval_runtime": 153.7228,
"eval_samples_per_second": 36.793,
"eval_steps_per_second": 4.599,
"eval_wer": 0.5592110542279854,
"step": 1700
},
{
"epoch": 0.34843205574912894,
"eval_loss": 0.746478796005249,
"eval_runtime": 151.7535,
"eval_samples_per_second": 37.271,
"eval_steps_per_second": 4.659,
"eval_wer": 0.5650206223620228,
"step": 1800
},
{
"epoch": 0.3677893921796361,
"eval_loss": 0.7252949476242065,
"eval_runtime": 151.7548,
"eval_samples_per_second": 37.271,
"eval_steps_per_second": 4.659,
"eval_wer": 0.5791272808974338,
"step": 1900
},
{
"epoch": 0.38714672861014326,
"grad_norm": 2.4802448749542236,
"learning_rate": 0.0002528210526315789,
"loss": 0.7537,
"step": 2000
},
{
"epoch": 0.38714672861014326,
"eval_loss": 0.7039346098899841,
"eval_runtime": 152.7969,
"eval_samples_per_second": 37.016,
"eval_steps_per_second": 4.627,
"eval_wer": 0.5343518800853782,
"step": 2000
},
{
"epoch": 0.4065040650406504,
"eval_loss": 0.6932350397109985,
"eval_runtime": 152.4406,
"eval_samples_per_second": 37.103,
"eval_steps_per_second": 4.638,
"eval_wer": 0.5168429330294811,
"step": 2100
},
{
"epoch": 0.4258614014711576,
"eval_loss": 0.696869432926178,
"eval_runtime": 153.0527,
"eval_samples_per_second": 36.955,
"eval_steps_per_second": 4.619,
"eval_wer": 0.5364381890837894,
"step": 2200
},
{
"epoch": 0.4452187379016647,
"eval_loss": 0.6781283617019653,
"eval_runtime": 152.1378,
"eval_samples_per_second": 37.177,
"eval_steps_per_second": 4.647,
"eval_wer": 0.5173725345444624,
"step": 2300
},
{
"epoch": 0.4645760743321719,
"eval_loss": 0.6760829091072083,
"eval_runtime": 151.9712,
"eval_samples_per_second": 37.218,
"eval_steps_per_second": 4.652,
"eval_wer": 0.5050312143923223,
"step": 2400
},
{
"epoch": 0.48393341076267904,
"grad_norm": 3.791292667388916,
"learning_rate": 0.0002370315789473684,
"loss": 0.681,
"step": 2500
},
{
"epoch": 0.48393341076267904,
"eval_loss": 0.6720712780952454,
"eval_runtime": 152.2414,
"eval_samples_per_second": 37.152,
"eval_steps_per_second": 4.644,
"eval_wer": 0.528718845789668,
"step": 2500
},
{
"epoch": 0.5032907471931862,
"eval_loss": 0.6598270535469055,
"eval_runtime": 151.7192,
"eval_samples_per_second": 37.279,
"eval_steps_per_second": 4.66,
"eval_wer": 0.5195069891351447,
"step": 2600
},
{
"epoch": 0.5226480836236934,
"eval_loss": 0.6555168628692627,
"eval_runtime": 152.5678,
"eval_samples_per_second": 37.072,
"eval_steps_per_second": 4.634,
"eval_wer": 0.4975846961210701,
"step": 2700
},
{
"epoch": 0.5420054200542005,
"eval_loss": 0.6535276770591736,
"eval_runtime": 152.5246,
"eval_samples_per_second": 37.083,
"eval_steps_per_second": 4.635,
"eval_wer": 0.49936608303509816,
"step": 2800
},
{
"epoch": 0.5613627564847077,
"eval_loss": 0.6258506178855896,
"eval_runtime": 151.843,
"eval_samples_per_second": 37.249,
"eval_steps_per_second": 4.656,
"eval_wer": 0.48192133010222915,
"step": 2900
},
{
"epoch": 0.5807200929152149,
"grad_norm": 9.4619779586792,
"learning_rate": 0.00022124210526315786,
"loss": 0.6737,
"step": 3000
},
{
"epoch": 0.5807200929152149,
"eval_loss": 0.629943311214447,
"eval_runtime": 151.8389,
"eval_samples_per_second": 37.25,
"eval_steps_per_second": 4.656,
"eval_wer": 0.48022018584198617,
"step": 3000
},
{
"epoch": 0.6000774293457221,
"eval_loss": 0.6378594636917114,
"eval_runtime": 151.6255,
"eval_samples_per_second": 37.302,
"eval_steps_per_second": 4.663,
"eval_wer": 0.4893197027812104,
"step": 3100
},
{
"epoch": 0.6194347657762292,
"eval_loss": 0.6225672364234924,
"eval_runtime": 153.0144,
"eval_samples_per_second": 36.964,
"eval_steps_per_second": 4.62,
"eval_wer": 0.4806053505801544,
"step": 3200
},
{
"epoch": 0.6387921022067363,
"eval_loss": 0.6088670492172241,
"eval_runtime": 152.2222,
"eval_samples_per_second": 37.156,
"eval_steps_per_second": 4.645,
"eval_wer": 0.4627112387860891,
"step": 3300
},
{
"epoch": 0.6581494386372435,
"eval_loss": 0.6028585433959961,
"eval_runtime": 153.0615,
"eval_samples_per_second": 36.952,
"eval_steps_per_second": 4.619,
"eval_wer": 0.47354399704707034,
"step": 3400
},
{
"epoch": 0.6775067750677507,
"grad_norm": 3.4705822467803955,
"learning_rate": 0.00020545263157894736,
"loss": 0.6419,
"step": 3500
},
{
"epoch": 0.6775067750677507,
"eval_loss": 0.5871421694755554,
"eval_runtime": 152.5739,
"eval_samples_per_second": 37.071,
"eval_steps_per_second": 4.634,
"eval_wer": 0.4592126590810611,
"step": 3500
},
{
"epoch": 0.6968641114982579,
"eval_loss": 0.6001027226448059,
"eval_runtime": 152.1697,
"eval_samples_per_second": 37.169,
"eval_steps_per_second": 4.646,
"eval_wer": 0.4610742886488742,
"step": 3600
},
{
"epoch": 0.716221447928765,
"eval_loss": 0.5848923921585083,
"eval_runtime": 152.6563,
"eval_samples_per_second": 37.051,
"eval_steps_per_second": 4.631,
"eval_wer": 0.4472565036670893,
"step": 3700
},
{
"epoch": 0.7355787843592722,
"eval_loss": 0.5923960208892822,
"eval_runtime": 152.6559,
"eval_samples_per_second": 37.051,
"eval_steps_per_second": 4.631,
"eval_wer": 0.46377044181605176,
"step": 3800
},
{
"epoch": 0.7549361207897793,
"eval_loss": 0.5767965316772461,
"eval_runtime": 152.1652,
"eval_samples_per_second": 37.17,
"eval_steps_per_second": 4.646,
"eval_wer": 0.4584904751969957,
"step": 3900
},
{
"epoch": 0.7742934572202865,
"grad_norm": 3.628082275390625,
"learning_rate": 0.00018966315789473683,
"loss": 0.6183,
"step": 4000
},
{
"epoch": 0.7742934572202865,
"eval_loss": 0.5672534704208374,
"eval_runtime": 152.4329,
"eval_samples_per_second": 37.105,
"eval_steps_per_second": 4.638,
"eval_wer": 0.44531463144549116,
"step": 4000
},
{
"epoch": 0.7936507936507936,
"eval_loss": 0.5575382113456726,
"eval_runtime": 152.2388,
"eval_samples_per_second": 37.152,
"eval_steps_per_second": 4.644,
"eval_wer": 0.4451862431994351,
"step": 4100
},
{
"epoch": 0.8130081300813008,
"eval_loss": 0.5631808042526245,
"eval_runtime": 152.7545,
"eval_samples_per_second": 37.027,
"eval_steps_per_second": 4.628,
"eval_wer": 0.4474972316284444,
"step": 4200
},
{
"epoch": 0.832365466511808,
"eval_loss": 0.5498641729354858,
"eval_runtime": 153.7788,
"eval_samples_per_second": 36.78,
"eval_steps_per_second": 4.598,
"eval_wer": 0.44008281041870617,
"step": 4300
},
{
"epoch": 0.8517228029423152,
"eval_loss": 0.5662574172019958,
"eval_runtime": 152.5034,
"eval_samples_per_second": 37.088,
"eval_steps_per_second": 4.636,
"eval_wer": 0.43101539054099597,
"step": 4400
},
{
"epoch": 0.8710801393728222,
"grad_norm": 2.376349925994873,
"learning_rate": 0.0001738736842105263,
"loss": 0.5877,
"step": 4500
},
{
"epoch": 0.8710801393728222,
"eval_loss": 0.5584732294082642,
"eval_runtime": 152.1714,
"eval_samples_per_second": 37.169,
"eval_steps_per_second": 4.646,
"eval_wer": 0.4317215258943044,
"step": 4500
},
{
"epoch": 0.8904374758033294,
"eval_loss": 0.5463821291923523,
"eval_runtime": 152.4923,
"eval_samples_per_second": 37.09,
"eval_steps_per_second": 4.636,
"eval_wer": 0.41997400138017366,
"step": 4600
},
{
"epoch": 0.9097948122338366,
"eval_loss": 0.5381494164466858,
"eval_runtime": 153.2139,
"eval_samples_per_second": 36.916,
"eval_steps_per_second": 4.614,
"eval_wer": 0.4192197204345942,
"step": 4700
},
{
"epoch": 0.9291521486643438,
"eval_loss": 0.5453722476959229,
"eval_runtime": 151.9737,
"eval_samples_per_second": 37.217,
"eval_steps_per_second": 4.652,
"eval_wer": 0.4201986808107718,
"step": 4800
},
{
"epoch": 0.948509485094851,
"eval_loss": 0.5237515568733215,
"eval_runtime": 151.8558,
"eval_samples_per_second": 37.246,
"eval_steps_per_second": 4.656,
"eval_wer": 0.41241514339362234,
"step": 4900
},
{
"epoch": 0.9678668215253581,
"grad_norm": 2.5489518642425537,
"learning_rate": 0.0001581157894736842,
"loss": 0.5621,
"step": 5000
},
{
"epoch": 0.9678668215253581,
"eval_loss": 0.5303541421890259,
"eval_runtime": 152.515,
"eval_samples_per_second": 37.085,
"eval_steps_per_second": 4.636,
"eval_wer": 0.41353854054661293,
"step": 5000
},
{
"epoch": 0.9872241579558653,
"eval_loss": 0.5163344740867615,
"eval_runtime": 156.7945,
"eval_samples_per_second": 36.073,
"eval_steps_per_second": 4.509,
"eval_wer": 0.4061080708061177,
"step": 5100
},
{
"epoch": 1.0065814943863725,
"eval_loss": 0.51596599817276,
"eval_runtime": 153.2891,
"eval_samples_per_second": 36.898,
"eval_steps_per_second": 4.612,
"eval_wer": 0.39927139670363176,
"step": 5200
},
{
"epoch": 1.0259388308168795,
"eval_loss": 0.5088583827018738,
"eval_runtime": 152.7112,
"eval_samples_per_second": 37.037,
"eval_steps_per_second": 4.63,
"eval_wer": 0.3898509091492674,
"step": 5300
},
{
"epoch": 1.0452961672473868,
"eval_loss": 0.5110610723495483,
"eval_runtime": 152.5555,
"eval_samples_per_second": 37.075,
"eval_steps_per_second": 4.634,
"eval_wer": 0.3985652613503234,
"step": 5400
},
{
"epoch": 1.064653503677894,
"grad_norm": 1.1362248659133911,
"learning_rate": 0.0001423578947368421,
"loss": 0.4882,
"step": 5500
},
{
"epoch": 1.064653503677894,
"eval_loss": 0.5010027885437012,
"eval_runtime": 152.1249,
"eval_samples_per_second": 37.18,
"eval_steps_per_second": 4.647,
"eval_wer": 0.38574248527547306,
"step": 5500
},
{
"epoch": 1.084010840108401,
"eval_loss": 0.49406561255455017,
"eval_runtime": 151.5623,
"eval_samples_per_second": 37.318,
"eval_steps_per_second": 4.665,
"eval_wer": 0.3858548249907721,
"step": 5600
},
{
"epoch": 1.1033681765389083,
"eval_loss": 0.49403733015060425,
"eval_runtime": 152.7631,
"eval_samples_per_second": 37.025,
"eval_steps_per_second": 4.628,
"eval_wer": 0.3813451878480525,
"step": 5700
},
{
"epoch": 1.1227255129694154,
"eval_loss": 0.4913772642612457,
"eval_runtime": 152.1406,
"eval_samples_per_second": 37.176,
"eval_steps_per_second": 4.647,
"eval_wer": 0.37815153022740766,
"step": 5800
},
{
"epoch": 1.1420828493999227,
"eval_loss": 0.48747047781944275,
"eval_runtime": 151.3195,
"eval_samples_per_second": 37.378,
"eval_steps_per_second": 4.672,
"eval_wer": 0.3745406108070806,
"step": 5900
},
{
"epoch": 1.1614401858304297,
"grad_norm": 1.0150744915008545,
"learning_rate": 0.00012656842105263156,
"loss": 0.4569,
"step": 6000
},
{
"epoch": 1.1614401858304297,
"eval_loss": 0.4841971695423126,
"eval_runtime": 151.8567,
"eval_samples_per_second": 37.246,
"eval_steps_per_second": 4.656,
"eval_wer": 0.38071929514852915,
"step": 6000
},
{
"epoch": 1.1807975222609368,
"eval_loss": 0.48611822724342346,
"eval_runtime": 150.971,
"eval_samples_per_second": 37.464,
"eval_steps_per_second": 4.683,
"eval_wer": 0.37370608720771614,
"step": 6100
},
{
"epoch": 1.2001548586914441,
"eval_loss": 0.48144644498825073,
"eval_runtime": 151.4548,
"eval_samples_per_second": 37.344,
"eval_steps_per_second": 4.668,
"eval_wer": 0.3760973182905105,
"step": 6200
},
{
"epoch": 1.2195121951219512,
"eval_loss": 0.47813892364501953,
"eval_runtime": 151.1935,
"eval_samples_per_second": 37.409,
"eval_steps_per_second": 4.676,
"eval_wer": 0.37409125194588433,
"step": 6300
},
{
"epoch": 1.2388695315524583,
"eval_loss": 0.4771001935005188,
"eval_runtime": 151.1732,
"eval_samples_per_second": 37.414,
"eval_steps_per_second": 4.677,
"eval_wer": 0.36815329556579096,
"step": 6400
},
{
"epoch": 1.2582268679829656,
"grad_norm": 1.3292571306228638,
"learning_rate": 0.00011077894736842105,
"loss": 0.4416,
"step": 6500
},
{
"epoch": 1.2582268679829656,
"eval_loss": 0.47095027565956116,
"eval_runtime": 151.5037,
"eval_samples_per_second": 37.332,
"eval_steps_per_second": 4.667,
"eval_wer": 0.37338511659257595,
"step": 6500
},
{
"epoch": 1.2775842044134726,
"eval_loss": 0.47211408615112305,
"eval_runtime": 150.9455,
"eval_samples_per_second": 37.47,
"eval_steps_per_second": 4.684,
"eval_wer": 0.3659706953828377,
"step": 6600
},
{
"epoch": 1.29694154084398,
"eval_loss": 0.4679400622844696,
"eval_runtime": 151.4191,
"eval_samples_per_second": 37.353,
"eval_steps_per_second": 4.669,
"eval_wer": 0.3638843863844265,
"step": 6700
},
{
"epoch": 1.316298877274487,
"eval_loss": 0.46228036284446716,
"eval_runtime": 151.3839,
"eval_samples_per_second": 37.362,
"eval_steps_per_second": 4.67,
"eval_wer": 0.366532393959333,
"step": 6800
},
{
"epoch": 1.3356562137049943,
"eval_loss": 0.46108925342559814,
"eval_runtime": 151.8163,
"eval_samples_per_second": 37.256,
"eval_steps_per_second": 4.657,
"eval_wer": 0.3601771757795574,
"step": 6900
},
{
"epoch": 1.3550135501355014,
"grad_norm": 0.8062695860862732,
"learning_rate": 9.498947368421052e-05,
"loss": 0.4324,
"step": 7000
},
{
"epoch": 1.3550135501355014,
"eval_loss": 0.46888086199760437,
"eval_runtime": 152.4379,
"eval_samples_per_second": 37.104,
"eval_steps_per_second": 4.638,
"eval_wer": 0.3609314567251368,
"step": 7000
},
{
"epoch": 1.3743708865660085,
"eval_loss": 0.4573034346103668,
"eval_runtime": 151.3077,
"eval_samples_per_second": 37.381,
"eval_steps_per_second": 4.673,
"eval_wer": 0.3602574184333424,
"step": 7100
},
{
"epoch": 1.3937282229965158,
"eval_loss": 0.45749789476394653,
"eval_runtime": 151.5824,
"eval_samples_per_second": 37.313,
"eval_steps_per_second": 4.664,
"eval_wer": 0.3546083356068752,
"step": 7200
},
{
"epoch": 1.4130855594270229,
"eval_loss": 0.4555954933166504,
"eval_runtime": 151.6035,
"eval_samples_per_second": 37.308,
"eval_steps_per_second": 4.663,
"eval_wer": 0.35836369180401534,
"step": 7300
},
{
"epoch": 1.43244289585753,
"eval_loss": 0.4495578408241272,
"eval_runtime": 152.5621,
"eval_samples_per_second": 37.073,
"eval_steps_per_second": 4.634,
"eval_wer": 0.350724591163679,
"step": 7400
},
{
"epoch": 1.4518002322880372,
"grad_norm": 0.7916799187660217,
"learning_rate": 7.92e-05,
"loss": 0.4255,
"step": 7500
},
{
"epoch": 1.4518002322880372,
"eval_loss": 0.44609567523002625,
"eval_runtime": 151.8498,
"eval_samples_per_second": 37.247,
"eval_steps_per_second": 4.656,
"eval_wer": 0.34671245847442667,
"step": 7500
},
{
"epoch": 1.4711575687185443,
"eval_loss": 0.44341230392456055,
"eval_runtime": 152.528,
"eval_samples_per_second": 37.082,
"eval_steps_per_second": 4.635,
"eval_wer": 0.3462470510824734,
"step": 7600
},
{
"epoch": 1.4905149051490514,
"eval_loss": 0.44362780451774597,
"eval_runtime": 152.5253,
"eval_samples_per_second": 37.082,
"eval_steps_per_second": 4.635,
"eval_wer": 0.3516393574168285,
"step": 7700
},
{
"epoch": 1.5098722415795587,
"eval_loss": 0.4406072199344635,
"eval_runtime": 152.4039,
"eval_samples_per_second": 37.112,
"eval_steps_per_second": 4.639,
"eval_wer": 0.34579769222127715,
"step": 7800
},
{
"epoch": 1.5292295780100658,
"eval_loss": 0.43874725699424744,
"eval_runtime": 152.6604,
"eval_samples_per_second": 37.05,
"eval_steps_per_second": 4.631,
"eval_wer": 0.3439360626534641,
"step": 7900
},
{
"epoch": 1.5485869144405728,
"grad_norm": 0.7491864562034607,
"learning_rate": 6.344210526315788e-05,
"loss": 0.4094,
"step": 8000
},
{
"epoch": 1.5485869144405728,
"eval_loss": 0.43253499269485474,
"eval_runtime": 153.8006,
"eval_samples_per_second": 36.775,
"eval_steps_per_second": 4.597,
"eval_wer": 0.3409831329941744,
"step": 8000
},
{
"epoch": 1.5679442508710801,
"eval_loss": 0.4359830617904663,
"eval_runtime": 153.3674,
"eval_samples_per_second": 36.879,
"eval_steps_per_second": 4.61,
"eval_wer": 0.3419299963088379,
"step": 8100
},
{
"epoch": 1.5873015873015874,
"eval_loss": 0.4285949170589447,
"eval_runtime": 153.3711,
"eval_samples_per_second": 36.878,
"eval_steps_per_second": 4.61,
"eval_wer": 0.3377252812505015,
"step": 8200
},
{
"epoch": 1.6066589237320945,
"eval_loss": 0.43007034063339233,
"eval_runtime": 152.2201,
"eval_samples_per_second": 37.157,
"eval_steps_per_second": 4.645,
"eval_wer": 0.3335526632536791,
"step": 8300
},
{
"epoch": 1.6260162601626016,
"eval_loss": 0.42966797947883606,
"eval_runtime": 152.0163,
"eval_samples_per_second": 37.207,
"eval_steps_per_second": 4.651,
"eval_wer": 0.3322848293238754,
"step": 8400
},
{
"epoch": 1.645373596593109,
"grad_norm": 1.047472596168518,
"learning_rate": 4.765263157894736e-05,
"loss": 0.4018,
"step": 8500
},
{
"epoch": 1.645373596593109,
"eval_loss": 0.4270441234111786,
"eval_runtime": 152.8058,
"eval_samples_per_second": 37.014,
"eval_steps_per_second": 4.627,
"eval_wer": 0.3338575853380623,
"step": 8500
},
{
"epoch": 1.664730933023616,
"eval_loss": 0.4267289638519287,
"eval_runtime": 152.5032,
"eval_samples_per_second": 37.088,
"eval_steps_per_second": 4.636,
"eval_wer": 0.3319959557702492,
"step": 8600
},
{
"epoch": 1.684088269454123,
"eval_loss": 0.4224300980567932,
"eval_runtime": 152.5862,
"eval_samples_per_second": 37.068,
"eval_steps_per_second": 4.633,
"eval_wer": 0.33275023671582865,
"step": 8700
},
{
"epoch": 1.7034456058846303,
"eval_loss": 0.4207303822040558,
"eval_runtime": 154.5205,
"eval_samples_per_second": 36.604,
"eval_steps_per_second": 4.575,
"eval_wer": 0.32984545264881,
"step": 8800
},
{
"epoch": 1.7228029423151374,
"eval_loss": 0.4197385013103485,
"eval_runtime": 152.0624,
"eval_samples_per_second": 37.195,
"eval_steps_per_second": 4.649,
"eval_wer": 0.32978125852578194,
"step": 8900
},
{
"epoch": 1.7421602787456445,
"grad_norm": 1.4507739543914795,
"learning_rate": 3.189473684210526e-05,
"loss": 0.3899,
"step": 9000
},
{
"epoch": 1.7421602787456445,
"eval_loss": 0.4183507561683655,
"eval_runtime": 157.4278,
"eval_samples_per_second": 35.928,
"eval_steps_per_second": 4.491,
"eval_wer": 0.3258493684903147,
"step": 9000
},
{
"epoch": 1.7615176151761518,
"eval_loss": 0.4164830148220062,
"eval_runtime": 153.0475,
"eval_samples_per_second": 36.956,
"eval_steps_per_second": 4.619,
"eval_wer": 0.3262024361669689,
"step": 9100
},
{
"epoch": 1.7808749516066589,
"eval_loss": 0.41182050108909607,
"eval_runtime": 152.4839,
"eval_samples_per_second": 37.092,
"eval_steps_per_second": 4.637,
"eval_wer": 0.322864341769511,
"step": 9200
},
{
"epoch": 1.800232288037166,
"eval_loss": 0.4134317636489868,
"eval_runtime": 152.6353,
"eval_samples_per_second": 37.056,
"eval_steps_per_second": 4.632,
"eval_wer": 0.3232334579769222,
"step": 9300
},
{
"epoch": 1.8195896244676733,
"eval_loss": 0.4126824736595154,
"eval_runtime": 152.5246,
"eval_samples_per_second": 37.083,
"eval_steps_per_second": 4.635,
"eval_wer": 0.3209064210171559,
"step": 9400
},
{
"epoch": 1.8389469608981805,
"grad_norm": 1.0012460947036743,
"learning_rate": 1.6105263157894736e-05,
"loss": 0.3665,
"step": 9500
},
{
"epoch": 1.8389469608981805,
"eval_loss": 0.41083237528800964,
"eval_runtime": 152.9993,
"eval_samples_per_second": 36.967,
"eval_steps_per_second": 4.621,
"eval_wer": 0.32109900338624,
"step": 9500
},
{
"epoch": 1.8583042973286876,
"eval_loss": 0.4090138077735901,
"eval_runtime": 152.5291,
"eval_samples_per_second": 37.081,
"eval_steps_per_second": 4.635,
"eval_wer": 0.3199114121102213,
"step": 9600
},
{
"epoch": 1.8776616337591947,
"eval_loss": 0.407578706741333,
"eval_runtime": 153.0711,
"eval_samples_per_second": 36.95,
"eval_steps_per_second": 4.619,
"eval_wer": 0.32087432395564186,
"step": 9700
},
{
"epoch": 1.897018970189702,
"eval_loss": 0.40649694204330444,
"eval_runtime": 154.4136,
"eval_samples_per_second": 36.629,
"eval_steps_per_second": 4.579,
"eval_wer": 0.31981512092567926,
"step": 9800
},
{
"epoch": 1.916376306620209,
"eval_loss": 0.40620651841163635,
"eval_runtime": 153.7508,
"eval_samples_per_second": 36.787,
"eval_steps_per_second": 4.598,
"eval_wer": 0.31923737381842693,
"step": 9900
},
{
"epoch": 1.9357336430507162,
"grad_norm": 0.7244949340820312,
"learning_rate": 3.157894736842105e-07,
"loss": 0.3698,
"step": 10000
},
{
"epoch": 1.9357336430507162,
"eval_loss": 0.4060620963573456,
"eval_runtime": 153.976,
"eval_samples_per_second": 36.733,
"eval_steps_per_second": 4.592,
"eval_wer": 0.31928551941069794,
"step": 10000
},
{
"epoch": 1.9357336430507162,
"step": 10000,
"total_flos": 1.1255918428180738e+19,
"train_loss": 0.7262251342773437,
"train_runtime": 19143.2125,
"train_samples_per_second": 4.179,
"train_steps_per_second": 0.522
}
],
"logging_steps": 500,
"max_steps": 10000,
"num_input_tokens_seen": 0,
"num_train_epochs": 2,
"save_steps": 400,
"total_flos": 1.1255918428180738e+19,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}