trillsson3-ft-keyword-spotting-15 / trainer_state.json
vumichien's picture
End of training
84dd96d
{
"best_metric": 0.9040894380700206,
"best_model_checkpoint": "trillsson3-ft-keyword-spotting-15/checkpoint-3192",
"epoch": 9.999373825923607,
"global_step": 7980,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.13,
"learning_rate": 3.533834586466165e-05,
"loss": 7.4799,
"step": 100
},
{
"epoch": 0.25,
"learning_rate": 7.293233082706766e-05,
"loss": 4.7288,
"step": 200
},
{
"epoch": 0.38,
"learning_rate": 0.00011052631578947366,
"loss": 3.0455,
"step": 300
},
{
"epoch": 0.5,
"learning_rate": 0.00014812030075187968,
"loss": 2.3495,
"step": 400
},
{
"epoch": 0.63,
"learning_rate": 0.00018571428571428572,
"loss": 1.836,
"step": 500
},
{
"epoch": 0.75,
"learning_rate": 0.00022330827067669172,
"loss": 1.4179,
"step": 600
},
{
"epoch": 0.88,
"learning_rate": 0.0002609022556390977,
"loss": 1.1824,
"step": 700
},
{
"epoch": 1.0,
"eval_accuracy": 0.7488967343336276,
"eval_loss": 0.6477929949760437,
"eval_runtime": 41.7521,
"eval_samples_per_second": 162.818,
"eval_steps_per_second": 2.563,
"step": 798
},
{
"epoch": 1.0,
"learning_rate": 0.0002984962406015037,
"loss": 1.0261,
"step": 800
},
{
"epoch": 1.13,
"learning_rate": 0.00029598997493734334,
"loss": 0.9596,
"step": 900
},
{
"epoch": 1.25,
"learning_rate": 0.000291812865497076,
"loss": 0.8732,
"step": 1000
},
{
"epoch": 1.38,
"learning_rate": 0.00028763575605680864,
"loss": 0.8509,
"step": 1100
},
{
"epoch": 1.5,
"learning_rate": 0.00028345864661654134,
"loss": 0.8162,
"step": 1200
},
{
"epoch": 1.63,
"learning_rate": 0.000279281537176274,
"loss": 0.7603,
"step": 1300
},
{
"epoch": 1.75,
"learning_rate": 0.00027510442773600664,
"loss": 0.7638,
"step": 1400
},
{
"epoch": 1.88,
"learning_rate": 0.00027092731829573934,
"loss": 0.7448,
"step": 1500
},
{
"epoch": 2.0,
"eval_accuracy": 0.8727566931450427,
"eval_loss": 0.4273872375488281,
"eval_runtime": 40.9071,
"eval_samples_per_second": 166.181,
"eval_steps_per_second": 2.616,
"step": 1596
},
{
"epoch": 2.01,
"learning_rate": 0.000266750208855472,
"loss": 0.7268,
"step": 1600
},
{
"epoch": 2.13,
"learning_rate": 0.00026257309941520463,
"loss": 0.7503,
"step": 1700
},
{
"epoch": 2.26,
"learning_rate": 0.00025839598997493734,
"loss": 0.719,
"step": 1800
},
{
"epoch": 2.38,
"learning_rate": 0.00025421888053467,
"loss": 0.7174,
"step": 1900
},
{
"epoch": 2.51,
"learning_rate": 0.00025004177109440263,
"loss": 0.6869,
"step": 2000
},
{
"epoch": 2.63,
"learning_rate": 0.00024586466165413533,
"loss": 0.7113,
"step": 2100
},
{
"epoch": 2.76,
"learning_rate": 0.00024168755221386798,
"loss": 0.7011,
"step": 2200
},
{
"epoch": 2.88,
"learning_rate": 0.00023751044277360066,
"loss": 0.7089,
"step": 2300
},
{
"epoch": 3.0,
"eval_accuracy": 0.8949691085613416,
"eval_loss": 0.3723289370536804,
"eval_runtime": 42.3115,
"eval_samples_per_second": 160.665,
"eval_steps_per_second": 2.529,
"step": 2394
},
{
"epoch": 3.01,
"learning_rate": 0.0002333333333333333,
"loss": 0.6834,
"step": 2400
},
{
"epoch": 3.13,
"learning_rate": 0.00022915622389306598,
"loss": 0.6804,
"step": 2500
},
{
"epoch": 3.26,
"learning_rate": 0.00022497911445279865,
"loss": 0.6771,
"step": 2600
},
{
"epoch": 3.38,
"learning_rate": 0.0002208020050125313,
"loss": 0.684,
"step": 2700
},
{
"epoch": 3.51,
"learning_rate": 0.00021662489557226398,
"loss": 0.6636,
"step": 2800
},
{
"epoch": 3.63,
"learning_rate": 0.00021244778613199665,
"loss": 0.7003,
"step": 2900
},
{
"epoch": 3.76,
"learning_rate": 0.0002082706766917293,
"loss": 0.6594,
"step": 3000
},
{
"epoch": 3.88,
"learning_rate": 0.00020409356725146197,
"loss": 0.6781,
"step": 3100
},
{
"epoch": 4.0,
"eval_accuracy": 0.9040894380700206,
"eval_loss": 0.3562973439693451,
"eval_runtime": 42.1998,
"eval_samples_per_second": 161.091,
"eval_steps_per_second": 2.536,
"step": 3192
},
{
"epoch": 4.01,
"learning_rate": 0.00019991645781119465,
"loss": 0.6921,
"step": 3200
},
{
"epoch": 4.14,
"learning_rate": 0.0001957393483709273,
"loss": 0.6615,
"step": 3300
},
{
"epoch": 4.26,
"learning_rate": 0.00019156223893065997,
"loss": 0.6707,
"step": 3400
},
{
"epoch": 4.39,
"learning_rate": 0.00018738512949039265,
"loss": 0.6511,
"step": 3500
},
{
"epoch": 4.51,
"learning_rate": 0.0001832080200501253,
"loss": 0.6974,
"step": 3600
},
{
"epoch": 4.64,
"learning_rate": 0.00017903091060985797,
"loss": 0.6447,
"step": 3700
},
{
"epoch": 4.76,
"learning_rate": 0.00017485380116959065,
"loss": 0.643,
"step": 3800
},
{
"epoch": 4.89,
"learning_rate": 0.0001706766917293233,
"loss": 0.6386,
"step": 3900
},
{
"epoch": 5.0,
"eval_accuracy": 0.8986466607825832,
"eval_loss": 0.3440994322299957,
"eval_runtime": 41.4342,
"eval_samples_per_second": 164.067,
"eval_steps_per_second": 2.582,
"step": 3990
},
{
"epoch": 5.01,
"learning_rate": 0.00016649958228905597,
"loss": 0.6611,
"step": 4000
},
{
"epoch": 5.14,
"learning_rate": 0.0001623642439431913,
"loss": 0.6634,
"step": 4100
},
{
"epoch": 5.26,
"learning_rate": 0.00015818713450292397,
"loss": 0.6419,
"step": 4200
},
{
"epoch": 5.39,
"learning_rate": 0.00015401002506265662,
"loss": 0.6341,
"step": 4300
},
{
"epoch": 5.51,
"learning_rate": 0.0001498329156223893,
"loss": 0.6283,
"step": 4400
},
{
"epoch": 5.64,
"learning_rate": 0.00014565580618212197,
"loss": 0.6551,
"step": 4500
},
{
"epoch": 5.76,
"learning_rate": 0.00014147869674185462,
"loss": 0.6318,
"step": 4600
},
{
"epoch": 5.89,
"learning_rate": 0.0001373015873015873,
"loss": 0.6342,
"step": 4700
},
{
"epoch": 6.0,
"eval_accuracy": 0.8993821712268314,
"eval_loss": 0.3380272388458252,
"eval_runtime": 42.3543,
"eval_samples_per_second": 160.503,
"eval_steps_per_second": 2.526,
"step": 4788
},
{
"epoch": 6.02,
"learning_rate": 0.00013312447786131997,
"loss": 0.6371,
"step": 4800
},
{
"epoch": 6.14,
"learning_rate": 0.00012894736842105261,
"loss": 0.6484,
"step": 4900
},
{
"epoch": 6.27,
"learning_rate": 0.0001247702589807853,
"loss": 0.6331,
"step": 5000
},
{
"epoch": 6.39,
"learning_rate": 0.00012059314954051795,
"loss": 0.6201,
"step": 5100
},
{
"epoch": 6.52,
"learning_rate": 0.00011641604010025061,
"loss": 0.6619,
"step": 5200
},
{
"epoch": 6.64,
"learning_rate": 0.00011223893065998329,
"loss": 0.6337,
"step": 5300
},
{
"epoch": 6.77,
"learning_rate": 0.00010806182121971595,
"loss": 0.6356,
"step": 5400
},
{
"epoch": 6.89,
"learning_rate": 0.00010388471177944861,
"loss": 0.6275,
"step": 5500
},
{
"epoch": 7.0,
"eval_accuracy": 0.8982053545160341,
"eval_loss": 0.33755984902381897,
"eval_runtime": 43.6608,
"eval_samples_per_second": 155.7,
"eval_steps_per_second": 2.451,
"step": 5586
},
{
"epoch": 7.02,
"learning_rate": 9.970760233918129e-05,
"loss": 0.6359,
"step": 5600
},
{
"epoch": 7.14,
"learning_rate": 9.553049289891395e-05,
"loss": 0.6502,
"step": 5700
},
{
"epoch": 7.27,
"learning_rate": 9.135338345864661e-05,
"loss": 0.6138,
"step": 5800
},
{
"epoch": 7.39,
"learning_rate": 8.717627401837928e-05,
"loss": 0.6309,
"step": 5900
},
{
"epoch": 7.52,
"learning_rate": 8.299916457811194e-05,
"loss": 0.6386,
"step": 6000
},
{
"epoch": 7.64,
"learning_rate": 7.88220551378446e-05,
"loss": 0.6149,
"step": 6100
},
{
"epoch": 7.77,
"learning_rate": 7.464494569757727e-05,
"loss": 0.6218,
"step": 6200
},
{
"epoch": 7.89,
"learning_rate": 7.050960735171261e-05,
"loss": 0.6349,
"step": 6300
},
{
"epoch": 8.0,
"eval_accuracy": 0.9014416004707266,
"eval_loss": 0.3333294689655304,
"eval_runtime": 41.9257,
"eval_samples_per_second": 162.144,
"eval_steps_per_second": 2.552,
"step": 6384
},
{
"epoch": 8.02,
"learning_rate": 6.633249791144527e-05,
"loss": 0.6115,
"step": 6400
},
{
"epoch": 8.15,
"learning_rate": 6.215538847117793e-05,
"loss": 0.6463,
"step": 6500
},
{
"epoch": 8.27,
"learning_rate": 5.79782790309106e-05,
"loss": 0.6183,
"step": 6600
},
{
"epoch": 8.4,
"learning_rate": 5.380116959064327e-05,
"loss": 0.6475,
"step": 6700
},
{
"epoch": 8.52,
"learning_rate": 4.962406015037593e-05,
"loss": 0.6437,
"step": 6800
},
{
"epoch": 8.65,
"learning_rate": 4.54469507101086e-05,
"loss": 0.6265,
"step": 6900
},
{
"epoch": 8.77,
"learning_rate": 4.1269841269841266e-05,
"loss": 0.6326,
"step": 7000
},
{
"epoch": 8.9,
"learning_rate": 3.709273182957393e-05,
"loss": 0.6261,
"step": 7100
},
{
"epoch": 9.0,
"eval_accuracy": 0.9024713150926743,
"eval_loss": 0.32949280738830566,
"eval_runtime": 43.6022,
"eval_samples_per_second": 155.91,
"eval_steps_per_second": 2.454,
"step": 7182
},
{
"epoch": 9.02,
"learning_rate": 3.2915622389306596e-05,
"loss": 0.6306,
"step": 7200
},
{
"epoch": 9.15,
"learning_rate": 2.873851294903926e-05,
"loss": 0.6362,
"step": 7300
},
{
"epoch": 9.27,
"learning_rate": 2.4561403508771925e-05,
"loss": 0.6318,
"step": 7400
},
{
"epoch": 9.4,
"learning_rate": 2.0384294068504594e-05,
"loss": 0.6506,
"step": 7500
},
{
"epoch": 9.52,
"learning_rate": 1.620718462823726e-05,
"loss": 0.6202,
"step": 7600
},
{
"epoch": 9.65,
"learning_rate": 1.2030075187969923e-05,
"loss": 0.6217,
"step": 7700
},
{
"epoch": 9.77,
"learning_rate": 7.852965747702588e-06,
"loss": 0.6307,
"step": 7800
},
{
"epoch": 9.9,
"learning_rate": 3.6758563074352545e-06,
"loss": 0.6188,
"step": 7900
},
{
"epoch": 10.0,
"eval_accuracy": 0.9024713150926743,
"eval_loss": 0.33220550417900085,
"eval_runtime": 43.7783,
"eval_samples_per_second": 155.282,
"eval_steps_per_second": 2.444,
"step": 7980
},
{
"epoch": 10.0,
"step": 7980,
"total_flos": 0.0,
"train_loss": 0.8915880279732229,
"train_runtime": 4549.8269,
"train_samples_per_second": 112.299,
"train_steps_per_second": 1.754
}
],
"max_steps": 7980,
"num_train_epochs": 10,
"total_flos": 0.0,
"trial_name": null,
"trial_params": null
}