xlsr_koen_exp2 / trainer_state.json
yesj1234's picture
Upload folder using huggingface_hub
4d2ea61
raw
history blame contribute delete
No virus
12.6 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 14.996463098325867,
"eval_steps": 2000,
"global_step": 31800,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.24,
"learning_rate": 0.00014879999999999998,
"loss": 15.1742,
"step": 500
},
{
"epoch": 0.47,
"learning_rate": 0.0002985,
"loss": 3.8658,
"step": 1000
},
{
"epoch": 0.71,
"learning_rate": 0.0002998088484992574,
"loss": 1.8845,
"step": 1500
},
{
"epoch": 0.94,
"learning_rate": 0.0002992281499624614,
"loss": 1.54,
"step": 2000
},
{
"epoch": 0.94,
"eval_cer": 0.26165714958754477,
"eval_loss": 1.005660891532898,
"eval_runtime": 2601.6674,
"eval_samples_per_second": 6.501,
"eval_steps_per_second": 0.407,
"eval_wer": 0.6134988781327054,
"step": 2000
},
{
"epoch": 1.18,
"learning_rate": 0.0002982593949446869,
"loss": 1.3671,
"step": 2500
},
{
"epoch": 1.41,
"learning_rate": 0.0002969051026198513,
"loss": 1.2849,
"step": 3000
},
{
"epoch": 1.65,
"learning_rate": 0.00029517264575296907,
"loss": 1.2354,
"step": 3500
},
{
"epoch": 1.89,
"learning_rate": 0.00029305958725988945,
"loss": 1.1895,
"step": 4000
},
{
"epoch": 1.89,
"eval_cer": 0.20404210489580651,
"eval_loss": 0.7781721949577332,
"eval_runtime": 2606.5317,
"eval_samples_per_second": 6.489,
"eval_steps_per_second": 0.406,
"eval_wer": 0.5034607425730799,
"step": 4000
},
{
"epoch": 2.12,
"learning_rate": 0.0002905745131650867,
"loss": 1.1348,
"step": 4500
},
{
"epoch": 2.36,
"learning_rate": 0.0002877238857151841,
"loss": 1.0801,
"step": 5000
},
{
"epoch": 2.59,
"learning_rate": 0.00028452188731761346,
"loss": 1.0722,
"step": 5500
},
{
"epoch": 2.83,
"learning_rate": 0.00028096401365270297,
"loss": 1.0582,
"step": 6000
},
{
"epoch": 2.83,
"eval_cer": 0.18262104285084868,
"eval_loss": 0.6766561269760132,
"eval_runtime": 2575.8771,
"eval_samples_per_second": 6.566,
"eval_steps_per_second": 0.411,
"eval_wer": 0.4655154643262057,
"step": 6000
},
{
"epoch": 3.07,
"learning_rate": 0.0002770655780074579,
"loss": 1.0283,
"step": 6500
},
{
"epoch": 3.3,
"learning_rate": 0.0002728367179679716,
"loss": 0.9818,
"step": 7000
},
{
"epoch": 3.54,
"learning_rate": 0.0002682884303639032,
"loss": 0.972,
"step": 7500
},
{
"epoch": 3.77,
"learning_rate": 0.0002634425531692912,
"loss": 0.9586,
"step": 8000
},
{
"epoch": 3.77,
"eval_cer": 0.1690433917735793,
"eval_loss": 0.6272980570793152,
"eval_runtime": 2527.907,
"eval_samples_per_second": 6.691,
"eval_steps_per_second": 0.419,
"eval_wer": 0.43799601994783116,
"step": 8000
},
{
"epoch": 4.01,
"learning_rate": 0.00025829226958497964,
"loss": 0.9543,
"step": 8500
},
{
"epoch": 4.24,
"learning_rate": 0.0002528603801705155,
"loss": 0.9046,
"step": 9000
},
{
"epoch": 4.48,
"learning_rate": 0.00024716101014216497,
"loss": 0.8973,
"step": 9500
},
{
"epoch": 4.72,
"learning_rate": 0.00024122112631130689,
"loss": 0.8831,
"step": 10000
},
{
"epoch": 4.72,
"eval_cer": 0.15516692331517162,
"eval_loss": 0.5883975028991699,
"eval_runtime": 2528.7031,
"eval_samples_per_second": 6.689,
"eval_steps_per_second": 0.418,
"eval_wer": 0.40706736753641115,
"step": 10000
},
{
"epoch": 4.95,
"learning_rate": 0.00023503237291623731,
"loss": 0.8808,
"step": 10500
},
{
"epoch": 5.19,
"learning_rate": 0.00022862249928740867,
"loss": 0.8442,
"step": 11000
},
{
"epoch": 5.42,
"learning_rate": 0.00022202159516049143,
"loss": 0.8334,
"step": 11500
},
{
"epoch": 5.66,
"learning_rate": 0.0002152203749023848,
"loss": 0.8318,
"step": 12000
},
{
"epoch": 5.66,
"eval_cer": 0.14686983340385715,
"eval_loss": 0.5510314106941223,
"eval_runtime": 2595.7595,
"eval_samples_per_second": 6.516,
"eval_steps_per_second": 0.408,
"eval_wer": 0.3897438336940751,
"step": 12000
},
{
"epoch": 5.89,
"learning_rate": 0.0002082495540080772,
"loss": 0.8242,
"step": 12500
},
{
"epoch": 6.13,
"learning_rate": 0.00020112725956837873,
"loss": 0.7965,
"step": 13000
},
{
"epoch": 6.37,
"learning_rate": 0.00019387201256956072,
"loss": 0.7776,
"step": 13500
},
{
"epoch": 6.6,
"learning_rate": 0.0001865026797309365,
"loss": 0.7725,
"step": 14000
},
{
"epoch": 6.6,
"eval_cer": 0.1407080881358594,
"eval_loss": 0.5327238440513611,
"eval_runtime": 2579.4825,
"eval_samples_per_second": 6.557,
"eval_steps_per_second": 0.41,
"eval_wer": 0.3726026528395532,
"step": 14000
},
{
"epoch": 6.84,
"learning_rate": 0.0001790534348212884,
"loss": 0.7775,
"step": 14500
},
{
"epoch": 7.07,
"learning_rate": 0.00017152894049650538,
"loss": 0.7543,
"step": 15000
},
{
"epoch": 7.31,
"learning_rate": 0.0001639334517198862,
"loss": 0.7284,
"step": 15500
},
{
"epoch": 7.55,
"learning_rate": 0.00015630173005929936,
"loss": 0.7254,
"step": 16000
},
{
"epoch": 7.55,
"eval_cer": 0.1416372575107858,
"eval_loss": 0.5081394910812378,
"eval_runtime": 2577.7581,
"eval_samples_per_second": 6.562,
"eval_steps_per_second": 0.41,
"eval_wer": 0.3675760530885046,
"step": 16000
},
{
"epoch": 7.78,
"learning_rate": 0.0001486536212278503,
"loss": 0.7224,
"step": 16500
},
{
"epoch": 8.02,
"learning_rate": 0.00014100901355223894,
"loss": 0.7136,
"step": 17000
},
{
"epoch": 8.25,
"learning_rate": 0.00013338778625467495,
"loss": 0.6742,
"step": 17500
},
{
"epoch": 8.49,
"learning_rate": 0.00012580975775846912,
"loss": 0.6802,
"step": 18000
},
{
"epoch": 8.49,
"eval_cer": 0.13128552546054956,
"eval_loss": 0.4845993220806122,
"eval_runtime": 2577.5228,
"eval_samples_per_second": 6.562,
"eval_steps_per_second": 0.41,
"eval_wer": 0.350228734073845,
"step": 18000
},
{
"epoch": 8.72,
"learning_rate": 0.0001182946341517271,
"loss": 0.6779,
"step": 18500
},
{
"epoch": 8.96,
"learning_rate": 0.00011087672812556355,
"loss": 0.6727,
"step": 19000
},
{
"epoch": 9.2,
"learning_rate": 0.00010354560475282154,
"loss": 0.6437,
"step": 19500
},
{
"epoch": 9.43,
"learning_rate": 9.633528251009509e-05,
"loss": 0.6386,
"step": 20000
},
{
"epoch": 9.43,
"eval_cer": 0.12406592304034689,
"eval_loss": 0.46761998534202576,
"eval_runtime": 2525.8593,
"eval_samples_per_second": 6.696,
"eval_steps_per_second": 0.419,
"eval_wer": 0.3343878093063451,
"step": 20000
},
{
"epoch": 9.67,
"learning_rate": 8.926451129327824e-05,
"loss": 0.6291,
"step": 20500
},
{
"epoch": 9.9,
"learning_rate": 8.23653341292733e-05,
"loss": 0.6257,
"step": 21000
},
{
"epoch": 10.14,
"learning_rate": 7.562804579791497e-05,
"loss": 0.608,
"step": 21500
},
{
"epoch": 10.37,
"learning_rate": 6.909703945913943e-05,
"loss": 0.5949,
"step": 22000
},
{
"epoch": 10.37,
"eval_cer": 0.11851489942723033,
"eval_loss": 0.45102670788764954,
"eval_runtime": 2545.5284,
"eval_samples_per_second": 6.645,
"eval_steps_per_second": 0.416,
"eval_wer": 0.3250481649739552,
"step": 22000
},
{
"epoch": 10.61,
"learning_rate": 6.276312780656023e-05,
"loss": 0.5946,
"step": 22500
},
{
"epoch": 10.85,
"learning_rate": 5.665606902083949e-05,
"loss": 0.5947,
"step": 23000
},
{
"epoch": 11.08,
"learning_rate": 5.079174404496348e-05,
"loss": 0.5854,
"step": 23500
},
{
"epoch": 11.32,
"learning_rate": 4.519634802070792e-05,
"loss": 0.5736,
"step": 24000
},
{
"epoch": 11.32,
"eval_cer": 0.11609600544414732,
"eval_loss": 0.4416215717792511,
"eval_runtime": 2548.5938,
"eval_samples_per_second": 6.637,
"eval_steps_per_second": 0.415,
"eval_wer": 0.31890366212369875,
"step": 24000
},
{
"epoch": 11.55,
"learning_rate": 3.9862009784738855e-05,
"loss": 0.5637,
"step": 24500
},
{
"epoch": 11.79,
"learning_rate": 3.4814077035373634e-05,
"loss": 0.5681,
"step": 25000
},
{
"epoch": 12.03,
"learning_rate": 3.0065676538704393e-05,
"loss": 0.563,
"step": 25500
},
{
"epoch": 12.26,
"learning_rate": 2.562915614992792e-05,
"loss": 0.5451,
"step": 26000
},
{
"epoch": 12.26,
"eval_cer": 0.1143270937937593,
"eval_loss": 0.43376967310905457,
"eval_runtime": 2588.7798,
"eval_samples_per_second": 6.534,
"eval_steps_per_second": 0.409,
"eval_wer": 0.31443204972686695,
"step": 26000
},
{
"epoch": 12.5,
"learning_rate": 2.1523948888423446e-05,
"loss": 0.5525,
"step": 26500
},
{
"epoch": 12.73,
"learning_rate": 1.7744279871280954e-05,
"loss": 0.5442,
"step": 27000
},
{
"epoch": 12.97,
"learning_rate": 1.4308531819153024e-05,
"loss": 0.5452,
"step": 27500
},
{
"epoch": 13.2,
"learning_rate": 1.1225639134154647e-05,
"loss": 0.5375,
"step": 28000
},
{
"epoch": 13.2,
"eval_cer": 0.11264106579653371,
"eval_loss": 0.4286753833293915,
"eval_runtime": 2584.5725,
"eval_samples_per_second": 6.544,
"eval_steps_per_second": 0.409,
"eval_wer": 0.30952437583743625,
"step": 28000
},
{
"epoch": 13.44,
"learning_rate": 8.508697672362313e-06,
"loss": 0.5351,
"step": 28500
},
{
"epoch": 13.68,
"learning_rate": 6.153885454076635e-06,
"loss": 0.5365,
"step": 29000
},
{
"epoch": 13.91,
"learning_rate": 4.173134142042017e-06,
"loss": 0.5308,
"step": 29500
},
{
"epoch": 14.15,
"learning_rate": 2.5715945297517193e-06,
"loss": 0.5335,
"step": 30000
},
{
"epoch": 14.15,
"eval_cer": 0.11220919834058202,
"eval_loss": 0.42732492089271545,
"eval_runtime": 2538.009,
"eval_samples_per_second": 6.664,
"eval_steps_per_second": 0.417,
"eval_wer": 0.3079228409009823,
"step": 30000
},
{
"epoch": 14.38,
"learning_rate": 1.3534312994473606e-06,
"loss": 0.5315,
"step": 30500
},
{
"epoch": 14.62,
"learning_rate": 5.218121921786278e-07,
"loss": 0.5312,
"step": 31000
},
{
"epoch": 14.85,
"learning_rate": 7.939673168200766e-08,
"loss": 0.5325,
"step": 31500
},
{
"epoch": 15.0,
"step": 31800,
"total_flos": 2.135574616282843e+20,
"train_loss": 1.0645792571253747,
"train_runtime": 75054.0862,
"train_samples_per_second": 27.122,
"train_steps_per_second": 0.424
}
],
"logging_steps": 500,
"max_steps": 31800,
"num_train_epochs": 15,
"save_steps": 2000,
"total_flos": 2.135574616282843e+20,
"trial_name": null,
"trial_params": null
}