Seosnaps
Training in progress, step 2000, checkpoint
cd741f5 verified
{
"best_metric": 98.0078125,
"best_model_checkpoint": "./whisper-small-ha-v9/checkpoint-1000",
"epoch": 12.738853503184714,
"eval_steps": 500,
"global_step": 2000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.1592356687898089,
"grad_norm": 14.99692440032959,
"learning_rate": 0.00021,
"loss": 2.5992,
"step": 25
},
{
"epoch": 0.3184713375796178,
"grad_norm": 17.429601669311523,
"learning_rate": 0.00045000000000000004,
"loss": 2.8909,
"step": 50
},
{
"epoch": 0.47770700636942676,
"grad_norm": 18.359071731567383,
"learning_rate": 0.0005,
"loss": 3.5945,
"step": 75
},
{
"epoch": 0.6369426751592356,
"grad_norm": 11.03101634979248,
"learning_rate": 0.0005,
"loss": 3.7546,
"step": 100
},
{
"epoch": 0.7961783439490446,
"grad_norm": 9.160442352294922,
"learning_rate": 0.0005,
"loss": 3.53,
"step": 125
},
{
"epoch": 0.9554140127388535,
"grad_norm": 8.277521133422852,
"learning_rate": 0.0005,
"loss": 3.516,
"step": 150
},
{
"epoch": 1.1146496815286624,
"grad_norm": 8.703987121582031,
"learning_rate": 0.0005,
"loss": 2.8911,
"step": 175
},
{
"epoch": 1.2738853503184713,
"grad_norm": 8.430550575256348,
"learning_rate": 0.0005,
"loss": 2.7461,
"step": 200
},
{
"epoch": 1.4331210191082802,
"grad_norm": 8.455479621887207,
"learning_rate": 0.0005,
"loss": 2.8827,
"step": 225
},
{
"epoch": 1.5923566878980893,
"grad_norm": 10.029267311096191,
"learning_rate": 0.0005,
"loss": 2.9323,
"step": 250
},
{
"epoch": 1.7515923566878981,
"grad_norm": 7.152008533477783,
"learning_rate": 0.0005,
"loss": 2.8411,
"step": 275
},
{
"epoch": 1.910828025477707,
"grad_norm": 7.405454635620117,
"learning_rate": 0.0005,
"loss": 2.9588,
"step": 300
},
{
"epoch": 2.070063694267516,
"grad_norm": 7.2899675369262695,
"learning_rate": 0.0005,
"loss": 2.4946,
"step": 325
},
{
"epoch": 2.229299363057325,
"grad_norm": 8.068443298339844,
"learning_rate": 0.0005,
"loss": 2.0882,
"step": 350
},
{
"epoch": 2.388535031847134,
"grad_norm": 8.143331527709961,
"learning_rate": 0.0005,
"loss": 2.1759,
"step": 375
},
{
"epoch": 2.5477707006369426,
"grad_norm": 8.333662033081055,
"learning_rate": 0.0005,
"loss": 2.2816,
"step": 400
},
{
"epoch": 2.7070063694267517,
"grad_norm": 7.931263446807861,
"learning_rate": 0.0005,
"loss": 2.3499,
"step": 425
},
{
"epoch": 2.8662420382165603,
"grad_norm": 8.108153343200684,
"learning_rate": 0.0005,
"loss": 2.3946,
"step": 450
},
{
"epoch": 3.0254777070063694,
"grad_norm": 7.962264060974121,
"learning_rate": 0.0005,
"loss": 2.1774,
"step": 475
},
{
"epoch": 3.1847133757961785,
"grad_norm": 8.008493423461914,
"learning_rate": 0.0005,
"loss": 1.5785,
"step": 500
},
{
"epoch": 3.1847133757961785,
"eval_loss": 3.8839268684387207,
"eval_runtime": 239.0145,
"eval_samples_per_second": 2.761,
"eval_steps_per_second": 0.176,
"eval_wer": 99.84375,
"eval_wer_ortho": 99.55930254838091,
"step": 500
},
{
"epoch": 3.343949044585987,
"grad_norm": 7.7201032638549805,
"learning_rate": 0.0005,
"loss": 1.7432,
"step": 525
},
{
"epoch": 3.5031847133757963,
"grad_norm": 7.00828742980957,
"learning_rate": 0.0005,
"loss": 1.8165,
"step": 550
},
{
"epoch": 3.662420382165605,
"grad_norm": 7.801667213439941,
"learning_rate": 0.0005,
"loss": 1.8769,
"step": 575
},
{
"epoch": 3.821656050955414,
"grad_norm": 6.696052074432373,
"learning_rate": 0.0005,
"loss": 1.9189,
"step": 600
},
{
"epoch": 3.980891719745223,
"grad_norm": 7.849315643310547,
"learning_rate": 0.0005,
"loss": 1.9248,
"step": 625
},
{
"epoch": 4.140127388535032,
"grad_norm": 6.837538719177246,
"learning_rate": 0.0005,
"loss": 1.3935,
"step": 650
},
{
"epoch": 4.2993630573248405,
"grad_norm": 6.533350944519043,
"learning_rate": 0.0005,
"loss": 1.3859,
"step": 675
},
{
"epoch": 4.45859872611465,
"grad_norm": 7.38162899017334,
"learning_rate": 0.0005,
"loss": 1.4676,
"step": 700
},
{
"epoch": 4.617834394904459,
"grad_norm": 7.072102069854736,
"learning_rate": 0.0005,
"loss": 1.5653,
"step": 725
},
{
"epoch": 4.777070063694268,
"grad_norm": 7.383370399475098,
"learning_rate": 0.0005,
"loss": 1.6075,
"step": 750
},
{
"epoch": 4.936305732484076,
"grad_norm": 6.835177898406982,
"learning_rate": 0.0005,
"loss": 1.6546,
"step": 775
},
{
"epoch": 5.095541401273885,
"grad_norm": 6.938526153564453,
"learning_rate": 0.0005,
"loss": 1.3298,
"step": 800
},
{
"epoch": 5.254777070063694,
"grad_norm": 7.478129863739014,
"learning_rate": 0.0005,
"loss": 1.2336,
"step": 825
},
{
"epoch": 5.414012738853503,
"grad_norm": 6.950467109680176,
"learning_rate": 0.0005,
"loss": 1.2652,
"step": 850
},
{
"epoch": 5.573248407643312,
"grad_norm": 8.092499732971191,
"learning_rate": 0.0005,
"loss": 1.4009,
"step": 875
},
{
"epoch": 5.732484076433121,
"grad_norm": 6.488431930541992,
"learning_rate": 0.0005,
"loss": 1.3538,
"step": 900
},
{
"epoch": 5.89171974522293,
"grad_norm": 6.798085689544678,
"learning_rate": 0.0005,
"loss": 1.4269,
"step": 925
},
{
"epoch": 6.050955414012739,
"grad_norm": 6.3589043617248535,
"learning_rate": 0.0005,
"loss": 1.2951,
"step": 950
},
{
"epoch": 6.210191082802548,
"grad_norm": 6.020321369171143,
"learning_rate": 0.0005,
"loss": 1.0916,
"step": 975
},
{
"epoch": 6.369426751592357,
"grad_norm": 6.381227493286133,
"learning_rate": 0.0005,
"loss": 1.1623,
"step": 1000
},
{
"epoch": 6.369426751592357,
"eval_loss": 4.484735488891602,
"eval_runtime": 243.1604,
"eval_samples_per_second": 2.714,
"eval_steps_per_second": 0.173,
"eval_wer": 98.0078125,
"eval_wer_ortho": 97.75819122437248,
"step": 1000
},
{
"epoch": 6.528662420382165,
"grad_norm": 6.898542404174805,
"learning_rate": 0.0005,
"loss": 1.2127,
"step": 1025
},
{
"epoch": 6.687898089171974,
"grad_norm": 6.266862392425537,
"learning_rate": 0.0005,
"loss": 1.2291,
"step": 1050
},
{
"epoch": 6.8471337579617835,
"grad_norm": 6.253779888153076,
"learning_rate": 0.0005,
"loss": 1.2292,
"step": 1075
},
{
"epoch": 7.006369426751593,
"grad_norm": 5.176928520202637,
"learning_rate": 0.0005,
"loss": 1.2593,
"step": 1100
},
{
"epoch": 7.165605095541402,
"grad_norm": 4.826560020446777,
"learning_rate": 0.0005,
"loss": 1.008,
"step": 1125
},
{
"epoch": 7.32484076433121,
"grad_norm": 5.738828659057617,
"learning_rate": 0.0005,
"loss": 1.0366,
"step": 1150
},
{
"epoch": 7.484076433121019,
"grad_norm": 5.866888523101807,
"learning_rate": 0.0005,
"loss": 1.1405,
"step": 1175
},
{
"epoch": 7.643312101910828,
"grad_norm": 6.350291728973389,
"learning_rate": 0.0005,
"loss": 1.1344,
"step": 1200
},
{
"epoch": 7.802547770700637,
"grad_norm": 6.462769508361816,
"learning_rate": 0.0005,
"loss": 1.1296,
"step": 1225
},
{
"epoch": 7.961783439490446,
"grad_norm": 6.252405166625977,
"learning_rate": 0.0005,
"loss": 1.1576,
"step": 1250
},
{
"epoch": 8.121019108280255,
"grad_norm": 6.970676898956299,
"learning_rate": 0.0005,
"loss": 0.9843,
"step": 1275
},
{
"epoch": 8.280254777070065,
"grad_norm": 5.744741916656494,
"learning_rate": 0.0005,
"loss": 0.9896,
"step": 1300
},
{
"epoch": 8.439490445859873,
"grad_norm": 6.012212753295898,
"learning_rate": 0.0005,
"loss": 1.0226,
"step": 1325
},
{
"epoch": 8.598726114649681,
"grad_norm": 5.396963596343994,
"learning_rate": 0.0005,
"loss": 1.0337,
"step": 1350
},
{
"epoch": 8.757961783439491,
"grad_norm": 6.041420936584473,
"learning_rate": 0.0005,
"loss": 1.1026,
"step": 1375
},
{
"epoch": 8.9171974522293,
"grad_norm": 7.039705276489258,
"learning_rate": 0.0005,
"loss": 1.0957,
"step": 1400
},
{
"epoch": 9.07643312101911,
"grad_norm": 5.3199028968811035,
"learning_rate": 0.0005,
"loss": 1.0184,
"step": 1425
},
{
"epoch": 9.235668789808917,
"grad_norm": 5.058565616607666,
"learning_rate": 0.0005,
"loss": 0.9048,
"step": 1450
},
{
"epoch": 9.394904458598726,
"grad_norm": 5.007670879364014,
"learning_rate": 0.0005,
"loss": 0.9577,
"step": 1475
},
{
"epoch": 9.554140127388536,
"grad_norm": 5.517505168914795,
"learning_rate": 0.0005,
"loss": 0.9893,
"step": 1500
},
{
"epoch": 9.554140127388536,
"eval_loss": 4.792229652404785,
"eval_runtime": 245.7983,
"eval_samples_per_second": 2.685,
"eval_steps_per_second": 0.171,
"eval_wer": 107.6171875,
"eval_wer_ortho": 108.7373059973175,
"step": 1500
},
{
"epoch": 9.713375796178344,
"grad_norm": 5.215830326080322,
"learning_rate": 0.0005,
"loss": 1.0183,
"step": 1525
},
{
"epoch": 9.872611464968152,
"grad_norm": 4.925009250640869,
"learning_rate": 0.0005,
"loss": 1.0158,
"step": 1550
},
{
"epoch": 10.031847133757962,
"grad_norm": 5.344029903411865,
"learning_rate": 0.0005,
"loss": 1.0167,
"step": 1575
},
{
"epoch": 10.19108280254777,
"grad_norm": 5.701788902282715,
"learning_rate": 0.0005,
"loss": 0.8659,
"step": 1600
},
{
"epoch": 10.35031847133758,
"grad_norm": 5.5644707679748535,
"learning_rate": 0.0005,
"loss": 0.9147,
"step": 1625
},
{
"epoch": 10.509554140127388,
"grad_norm": 5.331553936004639,
"learning_rate": 0.0005,
"loss": 0.9256,
"step": 1650
},
{
"epoch": 10.668789808917197,
"grad_norm": 5.594724655151367,
"learning_rate": 0.0005,
"loss": 0.9863,
"step": 1675
},
{
"epoch": 10.828025477707007,
"grad_norm": 5.949446201324463,
"learning_rate": 0.0005,
"loss": 0.9587,
"step": 1700
},
{
"epoch": 10.987261146496815,
"grad_norm": 4.683850288391113,
"learning_rate": 0.0005,
"loss": 0.9825,
"step": 1725
},
{
"epoch": 11.146496815286625,
"grad_norm": 4.596772193908691,
"learning_rate": 0.0005,
"loss": 0.8346,
"step": 1750
},
{
"epoch": 11.305732484076433,
"grad_norm": 4.516598701477051,
"learning_rate": 0.0005,
"loss": 0.8364,
"step": 1775
},
{
"epoch": 11.464968152866241,
"grad_norm": 4.428603649139404,
"learning_rate": 0.0005,
"loss": 0.8787,
"step": 1800
},
{
"epoch": 11.624203821656051,
"grad_norm": 5.087082862854004,
"learning_rate": 0.0005,
"loss": 0.9147,
"step": 1825
},
{
"epoch": 11.78343949044586,
"grad_norm": 5.706089496612549,
"learning_rate": 0.0005,
"loss": 0.9533,
"step": 1850
},
{
"epoch": 11.94267515923567,
"grad_norm": 5.720147132873535,
"learning_rate": 0.0005,
"loss": 0.9424,
"step": 1875
},
{
"epoch": 12.101910828025478,
"grad_norm": 4.992929458618164,
"learning_rate": 0.0005,
"loss": 0.8299,
"step": 1900
},
{
"epoch": 12.261146496815286,
"grad_norm": 4.936596393585205,
"learning_rate": 0.0005,
"loss": 0.8422,
"step": 1925
},
{
"epoch": 12.420382165605096,
"grad_norm": 4.403645038604736,
"learning_rate": 0.0005,
"loss": 0.8743,
"step": 1950
},
{
"epoch": 12.579617834394904,
"grad_norm": 4.9296793937683105,
"learning_rate": 0.0005,
"loss": 0.8704,
"step": 1975
},
{
"epoch": 12.738853503184714,
"grad_norm": 5.615696430206299,
"learning_rate": 0.0005,
"loss": 0.8816,
"step": 2000
},
{
"epoch": 12.738853503184714,
"eval_loss": 4.957520008087158,
"eval_runtime": 246.0161,
"eval_samples_per_second": 2.683,
"eval_steps_per_second": 0.171,
"eval_wer": 108.10546875,
"eval_wer_ortho": 110.34680973366547,
"step": 2000
}
],
"logging_steps": 25,
"max_steps": 2041,
"num_input_tokens_seen": 0,
"num_train_epochs": 13,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 9.22088071102464e+18,
"train_batch_size": 16,
"trial_name": null,
"trial_params": null
}