w2v-bert-odia-checkpoing-21600 / trainer_state.json
cdactvm's picture
Upload 8 files
867c642 verified
raw
history blame
31.8 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 2.4596464258262873,
"eval_steps": 300,
"global_step": 21600,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.034161755914253994,
"grad_norm": 121.1594467163086,
"learning_rate": 2.97e-05,
"loss": 2.9674,
"step": 300
},
{
"epoch": 0.034161755914253994,
"eval_loss": 1.3304753303527832,
"eval_runtime": 352.5943,
"eval_samples_per_second": 10.488,
"eval_steps_per_second": 10.488,
"eval_wer": 0.7000701638532337,
"step": 300
},
{
"epoch": 0.06832351182850799,
"grad_norm": 23.02712631225586,
"learning_rate": 4.986136783733826e-05,
"loss": 1.2476,
"step": 600
},
{
"epoch": 0.06832351182850799,
"eval_loss": 1.1660360097885132,
"eval_runtime": 306.2849,
"eval_samples_per_second": 12.074,
"eval_steps_per_second": 12.074,
"eval_wer": 0.5879318172437987,
"step": 600
},
{
"epoch": 0.10248526774276198,
"grad_norm": 25.825851440429688,
"learning_rate": 4.942814232902033e-05,
"loss": 1.0692,
"step": 900
},
{
"epoch": 0.10248526774276198,
"eval_loss": 0.9110434055328369,
"eval_runtime": 299.9179,
"eval_samples_per_second": 12.33,
"eval_steps_per_second": 12.33,
"eval_wer": 0.4886293284906517,
"step": 900
},
{
"epoch": 0.13664702365701598,
"grad_norm": 34.84864044189453,
"learning_rate": 4.899491682070241e-05,
"loss": 0.9443,
"step": 1200
},
{
"epoch": 0.13664702365701598,
"eval_loss": 0.7600523233413696,
"eval_runtime": 300.4784,
"eval_samples_per_second": 12.307,
"eval_steps_per_second": 12.307,
"eval_wer": 0.4726567336662677,
"step": 1200
},
{
"epoch": 0.17080877957126997,
"grad_norm": 80.90399932861328,
"learning_rate": 4.856169131238448e-05,
"loss": 0.8235,
"step": 1500
},
{
"epoch": 0.17080877957126997,
"eval_loss": 0.7760590314865112,
"eval_runtime": 301.4362,
"eval_samples_per_second": 12.268,
"eval_steps_per_second": 12.268,
"eval_wer": 0.3972718642948533,
"step": 1500
},
{
"epoch": 0.20497053548552396,
"grad_norm": 41.970706939697266,
"learning_rate": 4.8128465804066546e-05,
"loss": 0.8155,
"step": 1800
},
{
"epoch": 0.20497053548552396,
"eval_loss": 0.7084236741065979,
"eval_runtime": 300.2268,
"eval_samples_per_second": 12.317,
"eval_steps_per_second": 12.317,
"eval_wer": 0.40218333402121426,
"step": 1800
},
{
"epoch": 0.23913229139977796,
"grad_norm": 29.83930206298828,
"learning_rate": 4.769668438077634e-05,
"loss": 0.767,
"step": 2100
},
{
"epoch": 0.23913229139977796,
"eval_loss": 0.6251249313354492,
"eval_runtime": 298.3691,
"eval_samples_per_second": 12.394,
"eval_steps_per_second": 12.394,
"eval_wer": 0.37560361550208426,
"step": 2100
},
{
"epoch": 0.27329404731403195,
"grad_norm": 203.37936401367188,
"learning_rate": 4.726345887245841e-05,
"loss": 0.7517,
"step": 2400
},
{
"epoch": 0.27329404731403195,
"eval_loss": 0.6125071048736572,
"eval_runtime": 297.9477,
"eval_samples_per_second": 12.412,
"eval_steps_per_second": 12.412,
"eval_wer": 0.36536794750092866,
"step": 2400
},
{
"epoch": 0.3074558032282859,
"grad_norm": 15.38986873626709,
"learning_rate": 4.683023336414049e-05,
"loss": 0.687,
"step": 2700
},
{
"epoch": 0.3074558032282859,
"eval_loss": 0.5848016142845154,
"eval_runtime": 299.5504,
"eval_samples_per_second": 12.345,
"eval_steps_per_second": 12.345,
"eval_wer": 0.3439266994097982,
"step": 2700
},
{
"epoch": 0.34161755914253994,
"grad_norm": 32.728450775146484,
"learning_rate": 4.6397007855822556e-05,
"loss": 0.6509,
"step": 3000
},
{
"epoch": 0.34161755914253994,
"eval_loss": 0.564321756362915,
"eval_runtime": 300.1274,
"eval_samples_per_second": 12.321,
"eval_steps_per_second": 12.321,
"eval_wer": 0.328160468859631,
"step": 3000
},
{
"epoch": 0.3757793150567939,
"grad_norm": 30.201148986816406,
"learning_rate": 4.5963782347504624e-05,
"loss": 0.6632,
"step": 3300
},
{
"epoch": 0.3757793150567939,
"eval_loss": 0.5509063005447388,
"eval_runtime": 297.3553,
"eval_samples_per_second": 12.436,
"eval_steps_per_second": 12.436,
"eval_wer": 0.3199265343183788,
"step": 3300
},
{
"epoch": 0.4099410709710479,
"grad_norm": 105.19284057617188,
"learning_rate": 4.553055683918669e-05,
"loss": 0.6108,
"step": 3600
},
{
"epoch": 0.4099410709710479,
"eval_loss": 0.5392822623252869,
"eval_runtime": 300.6256,
"eval_samples_per_second": 12.301,
"eval_steps_per_second": 12.301,
"eval_wer": 0.3341243963844979,
"step": 3600
},
{
"epoch": 0.4441028268853019,
"grad_norm": 4.016674041748047,
"learning_rate": 4.5097331330868766e-05,
"loss": 0.5898,
"step": 3900
},
{
"epoch": 0.4441028268853019,
"eval_loss": 0.5222619771957397,
"eval_runtime": 298.4266,
"eval_samples_per_second": 12.392,
"eval_steps_per_second": 12.392,
"eval_wer": 0.32772710388377563,
"step": 3900
},
{
"epoch": 0.4782645827995559,
"grad_norm": 27.7945613861084,
"learning_rate": 4.4664105822550834e-05,
"loss": 0.595,
"step": 4200
},
{
"epoch": 0.4782645827995559,
"eval_loss": 0.5199422836303711,
"eval_runtime": 301.9933,
"eval_samples_per_second": 12.245,
"eval_steps_per_second": 12.245,
"eval_wer": 0.31996780717322215,
"step": 4200
},
{
"epoch": 0.5124263387138099,
"grad_norm": 37.06507873535156,
"learning_rate": 4.42308803142329e-05,
"loss": 0.5644,
"step": 4500
},
{
"epoch": 0.5124263387138099,
"eval_loss": 0.5507590174674988,
"eval_runtime": 302.7901,
"eval_samples_per_second": 12.213,
"eval_steps_per_second": 12.213,
"eval_wer": 0.29186099302488755,
"step": 4500
},
{
"epoch": 0.5465880946280639,
"grad_norm": 62.698890686035156,
"learning_rate": 4.37990988909427e-05,
"loss": 0.5787,
"step": 4800
},
{
"epoch": 0.5465880946280639,
"eval_loss": 0.4994393587112427,
"eval_runtime": 301.2905,
"eval_samples_per_second": 12.274,
"eval_steps_per_second": 12.274,
"eval_wer": 0.3059763093813199,
"step": 4800
},
{
"epoch": 0.5807498505423179,
"grad_norm": 18.494293212890625,
"learning_rate": 4.336587338262477e-05,
"loss": 0.5752,
"step": 5100
},
{
"epoch": 0.5807498505423179,
"eval_loss": 0.49656036496162415,
"eval_runtime": 303.7733,
"eval_samples_per_second": 12.174,
"eval_steps_per_second": 12.174,
"eval_wer": 0.29966156259028437,
"step": 5100
},
{
"epoch": 0.6149116064565718,
"grad_norm": 38.18902587890625,
"learning_rate": 4.2932647874306844e-05,
"loss": 0.5353,
"step": 5400
},
{
"epoch": 0.6149116064565718,
"eval_loss": 0.47309231758117676,
"eval_runtime": 302.8595,
"eval_samples_per_second": 12.21,
"eval_steps_per_second": 12.21,
"eval_wer": 0.3237030005365471,
"step": 5400
},
{
"epoch": 0.6490733623708259,
"grad_norm": 15.917391777038574,
"learning_rate": 4.249942236598891e-05,
"loss": 0.5473,
"step": 5700
},
{
"epoch": 0.6490733623708259,
"eval_loss": 0.46649235486984253,
"eval_runtime": 304.2045,
"eval_samples_per_second": 12.156,
"eval_steps_per_second": 12.156,
"eval_wer": 0.3062033100829584,
"step": 5700
},
{
"epoch": 0.6832351182850799,
"grad_norm": 17.125015258789062,
"learning_rate": 4.206619685767098e-05,
"loss": 0.5498,
"step": 6000
},
{
"epoch": 0.6832351182850799,
"eval_loss": 0.48897644877433777,
"eval_runtime": 305.5464,
"eval_samples_per_second": 12.103,
"eval_steps_per_second": 12.103,
"eval_wer": 0.2875892525485988,
"step": 6000
},
{
"epoch": 0.7173968741993338,
"grad_norm": 18.530088424682617,
"learning_rate": 4.1632971349353054e-05,
"loss": 0.5146,
"step": 6300
},
{
"epoch": 0.7173968741993338,
"eval_loss": 0.4747436046600342,
"eval_runtime": 304.4465,
"eval_samples_per_second": 12.147,
"eval_steps_per_second": 12.147,
"eval_wer": 0.2926451772669115,
"step": 6300
},
{
"epoch": 0.7515586301135878,
"grad_norm": 24.51532554626465,
"learning_rate": 4.119974584103512e-05,
"loss": 0.5398,
"step": 6600
},
{
"epoch": 0.7515586301135878,
"eval_loss": 0.45806387066841125,
"eval_runtime": 303.5016,
"eval_samples_per_second": 12.184,
"eval_steps_per_second": 12.184,
"eval_wer": 0.29072598951669487,
"step": 6600
},
{
"epoch": 0.7857203860278418,
"grad_norm": 18.871652603149414,
"learning_rate": 4.076652033271719e-05,
"loss": 0.5154,
"step": 6900
},
{
"epoch": 0.7857203860278418,
"eval_loss": 0.4556685984134674,
"eval_runtime": 301.5962,
"eval_samples_per_second": 12.261,
"eval_steps_per_second": 12.261,
"eval_wer": 0.29951710759833255,
"step": 6900
},
{
"epoch": 0.8198821419420959,
"grad_norm": 80.3409194946289,
"learning_rate": 4.0333294824399264e-05,
"loss": 0.5386,
"step": 7200
},
{
"epoch": 0.8198821419420959,
"eval_loss": 0.45153045654296875,
"eval_runtime": 302.4297,
"eval_samples_per_second": 12.228,
"eval_steps_per_second": 12.228,
"eval_wer": 0.2947500928639234,
"step": 7200
},
{
"epoch": 0.8540438978563498,
"grad_norm": 4.5673346519470215,
"learning_rate": 3.990006931608133e-05,
"loss": 0.5037,
"step": 7500
},
{
"epoch": 0.8540438978563498,
"eval_loss": 0.44558125734329224,
"eval_runtime": 306.0244,
"eval_samples_per_second": 12.084,
"eval_steps_per_second": 12.084,
"eval_wer": 0.2961120970737546,
"step": 7500
},
{
"epoch": 0.8882056537706038,
"grad_norm": 11.731285095214844,
"learning_rate": 3.9466843807763406e-05,
"loss": 0.5344,
"step": 7800
},
{
"epoch": 0.8882056537706038,
"eval_loss": 0.45088666677474976,
"eval_runtime": 303.7688,
"eval_samples_per_second": 12.174,
"eval_steps_per_second": 12.174,
"eval_wer": 0.2987741962111519,
"step": 7800
},
{
"epoch": 0.9223674096848578,
"grad_norm": 21.575855255126953,
"learning_rate": 3.90350623844732e-05,
"loss": 0.501,
"step": 8100
},
{
"epoch": 0.9223674096848578,
"eval_loss": 0.44363677501678467,
"eval_runtime": 305.2285,
"eval_samples_per_second": 12.116,
"eval_steps_per_second": 12.116,
"eval_wer": 0.2710594741838293,
"step": 8100
},
{
"epoch": 0.9565291655991118,
"grad_norm": 89.06358337402344,
"learning_rate": 3.860183687615527e-05,
"loss": 0.487,
"step": 8400
},
{
"epoch": 0.9565291655991118,
"eval_loss": 0.42328470945358276,
"eval_runtime": 303.3048,
"eval_samples_per_second": 12.192,
"eval_steps_per_second": 12.192,
"eval_wer": 0.27491848611168435,
"step": 8400
},
{
"epoch": 0.9906909215133658,
"grad_norm": 2.7736120223999023,
"learning_rate": 3.816861136783734e-05,
"loss": 0.4692,
"step": 8700
},
{
"epoch": 0.9906909215133658,
"eval_loss": 0.46611106395721436,
"eval_runtime": 303.8834,
"eval_samples_per_second": 12.169,
"eval_steps_per_second": 12.169,
"eval_wer": 0.25322960089149366,
"step": 8700
},
{
"epoch": 1.0248526774276199,
"grad_norm": 2.908313035964966,
"learning_rate": 3.773538585951941e-05,
"loss": 0.462,
"step": 9000
},
{
"epoch": 1.0248526774276199,
"eval_loss": 0.4197135269641876,
"eval_runtime": 302.465,
"eval_samples_per_second": 12.226,
"eval_steps_per_second": 12.226,
"eval_wer": 0.2722770234017087,
"step": 9000
},
{
"epoch": 1.0590144333418738,
"grad_norm": 1.9524333477020264,
"learning_rate": 3.7302160351201484e-05,
"loss": 0.4508,
"step": 9300
},
{
"epoch": 1.0590144333418738,
"eval_loss": 0.4316381514072418,
"eval_runtime": 304.5385,
"eval_samples_per_second": 12.143,
"eval_steps_per_second": 12.143,
"eval_wer": 0.25838870774691486,
"step": 9300
},
{
"epoch": 1.0931761892561278,
"grad_norm": 2.584221124649048,
"learning_rate": 3.686893484288355e-05,
"loss": 0.4702,
"step": 9600
},
{
"epoch": 1.0931761892561278,
"eval_loss": 0.4147655963897705,
"eval_runtime": 302.8309,
"eval_samples_per_second": 12.211,
"eval_steps_per_second": 12.211,
"eval_wer": 0.2689132857319741,
"step": 9600
},
{
"epoch": 1.1273379451703818,
"grad_norm": 1.6557509899139404,
"learning_rate": 3.643570933456562e-05,
"loss": 0.4517,
"step": 9900
},
{
"epoch": 1.1273379451703818,
"eval_loss": 0.39497703313827515,
"eval_runtime": 304.7729,
"eval_samples_per_second": 12.134,
"eval_steps_per_second": 12.134,
"eval_wer": 0.2549217879400718,
"step": 9900
},
{
"epoch": 1.1614997010846357,
"grad_norm": 1.9434764385223389,
"learning_rate": 3.6002483826247694e-05,
"loss": 0.4408,
"step": 10200
},
{
"epoch": 1.1614997010846357,
"eval_loss": 0.43082132935523987,
"eval_runtime": 303.9383,
"eval_samples_per_second": 12.167,
"eval_steps_per_second": 12.167,
"eval_wer": 0.25514878864171037,
"step": 10200
},
{
"epoch": 1.1956614569988897,
"grad_norm": 0.8506720066070557,
"learning_rate": 3.556925831792976e-05,
"loss": 0.4636,
"step": 10500
},
{
"epoch": 1.1956614569988897,
"eval_loss": 0.4033319354057312,
"eval_runtime": 302.9721,
"eval_samples_per_second": 12.206,
"eval_steps_per_second": 12.206,
"eval_wer": 0.26996574353048003,
"step": 10500
},
{
"epoch": 1.2298232129131437,
"grad_norm": 4.787822246551514,
"learning_rate": 3.513747689463956e-05,
"loss": 0.4583,
"step": 10800
},
{
"epoch": 1.2298232129131437,
"eval_loss": 0.40962740778923035,
"eval_runtime": 301.5186,
"eval_samples_per_second": 12.265,
"eval_steps_per_second": 12.265,
"eval_wer": 0.2555821536175657,
"step": 10800
},
{
"epoch": 1.2639849688273976,
"grad_norm": 6.576323986053467,
"learning_rate": 3.470425138632163e-05,
"loss": 0.4315,
"step": 11100
},
{
"epoch": 1.2639849688273976,
"eval_loss": 0.3883008658885956,
"eval_runtime": 299.5319,
"eval_samples_per_second": 12.346,
"eval_steps_per_second": 12.346,
"eval_wer": 0.26812910148995006,
"step": 11100
},
{
"epoch": 1.2981467247416516,
"grad_norm": 1.379813313484192,
"learning_rate": 3.427246996303142e-05,
"loss": 0.4172,
"step": 11400
},
{
"epoch": 1.2981467247416516,
"eval_loss": 0.37370720505714417,
"eval_runtime": 301.6675,
"eval_samples_per_second": 12.259,
"eval_steps_per_second": 12.259,
"eval_wer": 0.2529200544801684,
"step": 11400
},
{
"epoch": 1.3323084806559058,
"grad_norm": 2.169112205505371,
"learning_rate": 3.3839244454713497e-05,
"loss": 0.4177,
"step": 11700
},
{
"epoch": 1.3323084806559058,
"eval_loss": 0.399240642786026,
"eval_runtime": 301.556,
"eval_samples_per_second": 12.263,
"eval_steps_per_second": 12.263,
"eval_wer": 0.24724503693920508,
"step": 11700
},
{
"epoch": 1.3664702365701598,
"grad_norm": 1.855020523071289,
"learning_rate": 3.3406018946395564e-05,
"loss": 0.3975,
"step": 12000
},
{
"epoch": 1.3664702365701598,
"eval_loss": 0.3716418743133545,
"eval_runtime": 301.4037,
"eval_samples_per_second": 12.269,
"eval_steps_per_second": 12.269,
"eval_wer": 0.24852449543934954,
"step": 12000
},
{
"epoch": 1.4006319924844137,
"grad_norm": 3.5865867137908936,
"learning_rate": 3.297279343807764e-05,
"loss": 0.4044,
"step": 12300
},
{
"epoch": 1.4006319924844137,
"eval_loss": 0.3852696120738983,
"eval_runtime": 299.7735,
"eval_samples_per_second": 12.336,
"eval_steps_per_second": 12.336,
"eval_wer": 0.25232159808493954,
"step": 12300
},
{
"epoch": 1.4347937483986677,
"grad_norm": 7.861583232879639,
"learning_rate": 3.2539567929759707e-05,
"loss": 0.4497,
"step": 12600
},
{
"epoch": 1.4347937483986677,
"eval_loss": 0.37975797057151794,
"eval_runtime": 303.0367,
"eval_samples_per_second": 12.203,
"eval_steps_per_second": 12.203,
"eval_wer": 0.24646085269718107,
"step": 12600
},
{
"epoch": 1.4689555043129217,
"grad_norm": 2.6698834896087646,
"learning_rate": 3.2106342421441774e-05,
"loss": 0.4188,
"step": 12900
},
{
"epoch": 1.4689555043129217,
"eval_loss": 0.38219255208969116,
"eval_runtime": 301.4473,
"eval_samples_per_second": 12.267,
"eval_steps_per_second": 12.267,
"eval_wer": 0.24937058896363862,
"step": 12900
},
{
"epoch": 1.5031172602271756,
"grad_norm": 2.8027360439300537,
"learning_rate": 3.167311691312385e-05,
"loss": 0.4424,
"step": 13200
},
{
"epoch": 1.5031172602271756,
"eval_loss": 0.3559640944004059,
"eval_runtime": 300.0982,
"eval_samples_per_second": 12.323,
"eval_steps_per_second": 12.323,
"eval_wer": 0.24485121135828966,
"step": 13200
},
{
"epoch": 1.5372790161414298,
"grad_norm": 3.83882212638855,
"learning_rate": 3.1239891404805917e-05,
"loss": 0.4249,
"step": 13500
},
{
"epoch": 1.5372790161414298,
"eval_loss": 0.3629530966281891,
"eval_runtime": 303.9778,
"eval_samples_per_second": 12.165,
"eval_steps_per_second": 12.165,
"eval_wer": 0.25139295885096374,
"step": 13500
},
{
"epoch": 1.5714407720556838,
"grad_norm": 3.2446749210357666,
"learning_rate": 3.0806665896487984e-05,
"loss": 0.4287,
"step": 13800
},
{
"epoch": 1.5714407720556838,
"eval_loss": 0.3662088215351105,
"eval_runtime": 303.0939,
"eval_samples_per_second": 12.201,
"eval_steps_per_second": 12.201,
"eval_wer": 0.24173511081761526,
"step": 13800
},
{
"epoch": 1.6056025279699377,
"grad_norm": 1.8408727645874023,
"learning_rate": 3.0373440388170055e-05,
"loss": 0.3712,
"step": 14100
},
{
"epoch": 1.6056025279699377,
"eval_loss": 0.3713747262954712,
"eval_runtime": 301.435,
"eval_samples_per_second": 12.268,
"eval_steps_per_second": 12.268,
"eval_wer": 0.2561806100127946,
"step": 14100
},
{
"epoch": 1.6397642838841917,
"grad_norm": 1.50343656539917,
"learning_rate": 2.994021487985213e-05,
"loss": 0.3893,
"step": 14400
},
{
"epoch": 1.6397642838841917,
"eval_loss": 0.3711312413215637,
"eval_runtime": 300.5222,
"eval_samples_per_second": 12.305,
"eval_steps_per_second": 12.305,
"eval_wer": 0.23325353914730282,
"step": 14400
},
{
"epoch": 1.6739260397984457,
"grad_norm": 2.6718335151672363,
"learning_rate": 2.95069893715342e-05,
"loss": 0.3935,
"step": 14700
},
{
"epoch": 1.6739260397984457,
"eval_loss": 0.3715294897556305,
"eval_runtime": 301.8378,
"eval_samples_per_second": 12.252,
"eval_steps_per_second": 12.252,
"eval_wer": 0.2412604729869165,
"step": 14700
},
{
"epoch": 1.7080877957126996,
"grad_norm": 1.3738945722579956,
"learning_rate": 2.907376386321627e-05,
"loss": 0.3982,
"step": 15000
},
{
"epoch": 1.7080877957126996,
"eval_loss": 0.3551383316516876,
"eval_runtime": 302.7384,
"eval_samples_per_second": 12.215,
"eval_steps_per_second": 12.215,
"eval_wer": 0.24821494902802427,
"step": 15000
},
{
"epoch": 1.7422495516269536,
"grad_norm": 2.5263662338256836,
"learning_rate": 2.864053835489834e-05,
"loss": 0.4124,
"step": 15300
},
{
"epoch": 1.7422495516269536,
"eval_loss": 0.3519354462623596,
"eval_runtime": 303.939,
"eval_samples_per_second": 12.167,
"eval_steps_per_second": 12.167,
"eval_wer": 0.24121920013207312,
"step": 15300
},
{
"epoch": 1.7764113075412076,
"grad_norm": 1.8874987363815308,
"learning_rate": 2.8207312846580408e-05,
"loss": 0.3853,
"step": 15600
},
{
"epoch": 1.7764113075412076,
"eval_loss": 0.3428538739681244,
"eval_runtime": 303.4637,
"eval_samples_per_second": 12.186,
"eval_steps_per_second": 12.186,
"eval_wer": 0.2417970200998803,
"step": 15600
},
{
"epoch": 1.8105730634554615,
"grad_norm": 1.8015034198760986,
"learning_rate": 2.777408733826248e-05,
"loss": 0.4096,
"step": 15900
},
{
"epoch": 1.8105730634554615,
"eval_loss": 0.34074389934539795,
"eval_runtime": 301.0523,
"eval_samples_per_second": 12.284,
"eval_steps_per_second": 12.284,
"eval_wer": 0.23938255809154318,
"step": 15900
},
{
"epoch": 1.8447348193697155,
"grad_norm": 1.9667861461639404,
"learning_rate": 2.7340861829944547e-05,
"loss": 0.3816,
"step": 16200
},
{
"epoch": 1.8447348193697155,
"eval_loss": 0.360734224319458,
"eval_runtime": 301.5423,
"eval_samples_per_second": 12.264,
"eval_steps_per_second": 12.264,
"eval_wer": 0.23700936893804944,
"step": 16200
},
{
"epoch": 1.8788965752839695,
"grad_norm": 1.8239201307296753,
"learning_rate": 2.6909080406654346e-05,
"loss": 0.3769,
"step": 16500
},
{
"epoch": 1.8788965752839695,
"eval_loss": 0.36014851927757263,
"eval_runtime": 301.5685,
"eval_samples_per_second": 12.263,
"eval_steps_per_second": 12.263,
"eval_wer": 0.22910561723554418,
"step": 16500
},
{
"epoch": 1.9130583311982234,
"grad_norm": 1.5791462659835815,
"learning_rate": 2.6475854898336417e-05,
"loss": 0.3428,
"step": 16800
},
{
"epoch": 1.9130583311982234,
"eval_loss": 0.3577890694141388,
"eval_runtime": 299.2343,
"eval_samples_per_second": 12.358,
"eval_steps_per_second": 12.358,
"eval_wer": 0.22830079656609847,
"step": 16800
},
{
"epoch": 1.9472200871124776,
"grad_norm": 2.0596249103546143,
"learning_rate": 2.6042629390018485e-05,
"loss": 0.3636,
"step": 17100
},
{
"epoch": 1.9472200871124776,
"eval_loss": 0.348527193069458,
"eval_runtime": 301.456,
"eval_samples_per_second": 12.267,
"eval_steps_per_second": 12.267,
"eval_wer": 0.2333979941392546,
"step": 17100
},
{
"epoch": 1.9813818430267316,
"grad_norm": 1.8134913444519043,
"learning_rate": 2.5609403881700556e-05,
"loss": 0.3594,
"step": 17400
},
{
"epoch": 1.9813818430267316,
"eval_loss": 0.3539000451564789,
"eval_runtime": 299.8125,
"eval_samples_per_second": 12.334,
"eval_steps_per_second": 12.334,
"eval_wer": 0.23412026909901357,
"step": 17400
},
{
"epoch": 2.015543598940986,
"grad_norm": 4.158298969268799,
"learning_rate": 2.5176178373382624e-05,
"loss": 0.3692,
"step": 17700
},
{
"epoch": 2.015543598940986,
"eval_loss": 0.33834952116012573,
"eval_runtime": 300.4735,
"eval_samples_per_second": 12.307,
"eval_steps_per_second": 12.307,
"eval_wer": 0.22817697800156836,
"step": 17700
},
{
"epoch": 2.0497053548552397,
"grad_norm": 1.628749132156372,
"learning_rate": 2.47429528650647e-05,
"loss": 0.3295,
"step": 18000
},
{
"epoch": 2.0497053548552397,
"eval_loss": 0.33542123436927795,
"eval_runtime": 299.4927,
"eval_samples_per_second": 12.348,
"eval_steps_per_second": 12.348,
"eval_wer": 0.23740146105906146,
"step": 18000
},
{
"epoch": 2.0838671107694937,
"grad_norm": 1.8399901390075684,
"learning_rate": 2.4309727356746766e-05,
"loss": 0.3442,
"step": 18300
},
{
"epoch": 2.0838671107694937,
"eval_loss": 0.33928370475769043,
"eval_runtime": 299.4918,
"eval_samples_per_second": 12.348,
"eval_steps_per_second": 12.348,
"eval_wer": 0.23403772338932685,
"step": 18300
},
{
"epoch": 2.1180288666837477,
"grad_norm": 2.220979928970337,
"learning_rate": 2.3876501848428837e-05,
"loss": 0.3306,
"step": 18600
},
{
"epoch": 2.1180288666837477,
"eval_loss": 0.35673782229423523,
"eval_runtime": 303.0121,
"eval_samples_per_second": 12.204,
"eval_steps_per_second": 12.204,
"eval_wer": 0.2381650088736638,
"step": 18600
},
{
"epoch": 2.1521906225980016,
"grad_norm": 2.257617235183716,
"learning_rate": 2.3443276340110905e-05,
"loss": 0.3243,
"step": 18900
},
{
"epoch": 2.1521906225980016,
"eval_loss": 0.3409930169582367,
"eval_runtime": 299.9306,
"eval_samples_per_second": 12.33,
"eval_steps_per_second": 12.33,
"eval_wer": 0.2286722522596888,
"step": 18900
},
{
"epoch": 2.1863523785122556,
"grad_norm": 4.057617664337158,
"learning_rate": 2.3010050831792976e-05,
"loss": 0.3426,
"step": 19200
},
{
"epoch": 2.1863523785122556,
"eval_loss": 0.3244094252586365,
"eval_runtime": 302.9284,
"eval_samples_per_second": 12.208,
"eval_steps_per_second": 12.208,
"eval_wer": 0.23230426348590533,
"step": 19200
},
{
"epoch": 2.2205141344265096,
"grad_norm": 4.836043357849121,
"learning_rate": 2.2576825323475047e-05,
"loss": 0.3552,
"step": 19500
},
{
"epoch": 2.2205141344265096,
"eval_loss": 0.33564862608909607,
"eval_runtime": 300.1908,
"eval_samples_per_second": 12.319,
"eval_steps_per_second": 12.319,
"eval_wer": 0.23176771637294152,
"step": 19500
},
{
"epoch": 2.2546758903407635,
"grad_norm": 3.1353209018707275,
"learning_rate": 2.214359981515712e-05,
"loss": 0.3558,
"step": 19800
},
{
"epoch": 2.2546758903407635,
"eval_loss": 0.3686023950576782,
"eval_runtime": 300.6653,
"eval_samples_per_second": 12.299,
"eval_steps_per_second": 12.299,
"eval_wer": 0.22246068760576168,
"step": 19800
},
{
"epoch": 2.2888376462550175,
"grad_norm": 1.1471089124679565,
"learning_rate": 2.1710374306839186e-05,
"loss": 0.3485,
"step": 20100
},
{
"epoch": 2.2888376462550175,
"eval_loss": 0.34854745864868164,
"eval_runtime": 301.8158,
"eval_samples_per_second": 12.253,
"eval_steps_per_second": 12.253,
"eval_wer": 0.2229765982913038,
"step": 20100
},
{
"epoch": 2.3229994021692715,
"grad_norm": 4.745022773742676,
"learning_rate": 2.1277148798521257e-05,
"loss": 0.3195,
"step": 20400
},
{
"epoch": 2.3229994021692715,
"eval_loss": 0.31967541575431824,
"eval_runtime": 303.1201,
"eval_samples_per_second": 12.2,
"eval_steps_per_second": 12.2,
"eval_wer": 0.2229765982913038,
"step": 20400
},
{
"epoch": 2.3571611580835254,
"grad_norm": 0.8967244625091553,
"learning_rate": 2.084392329020333e-05,
"loss": 0.3145,
"step": 20700
},
{
"epoch": 2.3571611580835254,
"eval_loss": 0.33116424083709717,
"eval_runtime": 298.6697,
"eval_samples_per_second": 12.382,
"eval_steps_per_second": 12.382,
"eval_wer": 0.22941516364686945,
"step": 20700
},
{
"epoch": 2.3913229139977794,
"grad_norm": 1.37799870967865,
"learning_rate": 2.04106977818854e-05,
"loss": 0.3238,
"step": 21000
},
{
"epoch": 2.3913229139977794,
"eval_loss": 0.3331291675567627,
"eval_runtime": 299.3013,
"eval_samples_per_second": 12.355,
"eval_steps_per_second": 12.355,
"eval_wer": 0.22097486483140039,
"step": 21000
},
{
"epoch": 2.4254846699120334,
"grad_norm": 3.7956511974334717,
"learning_rate": 1.9978916358595196e-05,
"loss": 0.3288,
"step": 21300
},
{
"epoch": 2.4254846699120334,
"eval_loss": 0.31718209385871887,
"eval_runtime": 302.9796,
"eval_samples_per_second": 12.205,
"eval_steps_per_second": 12.205,
"eval_wer": 0.2272070659127492,
"step": 21300
},
{
"epoch": 2.4596464258262873,
"grad_norm": 2.695967674255371,
"learning_rate": 1.9545690850277264e-05,
"loss": 0.3398,
"step": 21600
},
{
"epoch": 2.4596464258262873,
"eval_loss": 0.3227500915527344,
"eval_runtime": 303.1823,
"eval_samples_per_second": 12.197,
"eval_steps_per_second": 12.197,
"eval_wer": 0.21818894712947295,
"step": 21600
}
],
"logging_steps": 300,
"max_steps": 35124,
"num_input_tokens_seen": 0,
"num_train_epochs": 4,
"save_steps": 600,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 2.982387127199302e+19,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}