aradia-ctc-hubert-ft / trainer_state.json
Abdulwahab Sahyoun
End of training
52b498d
raw history blame
No virus
9.47 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 14.997830802603037,
"global_step": 3450,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.43,
"eval_loss": 3.6933705806732178,
"eval_runtime": 193.3371,
"eval_samples_per_second": 25.339,
"eval_steps_per_second": 0.797,
"eval_wer": 1.0,
"step": 100
},
{
"epoch": 0.87,
"eval_loss": 3.0763044357299805,
"eval_runtime": 193.2997,
"eval_samples_per_second": 25.344,
"eval_steps_per_second": 0.797,
"eval_wer": 1.0,
"step": 200
},
{
"epoch": 1.3,
"eval_loss": 2.9737112522125244,
"eval_runtime": 192.6243,
"eval_samples_per_second": 25.433,
"eval_steps_per_second": 0.799,
"eval_wer": 1.0,
"step": 300
},
{
"epoch": 1.74,
"eval_loss": 2.5733721256256104,
"eval_runtime": 192.0804,
"eval_samples_per_second": 25.505,
"eval_steps_per_second": 0.802,
"eval_wer": 1.0,
"step": 400
},
{
"epoch": 2.17,
"learning_rate": 0.0002982,
"loss": 5.0957,
"step": 500
},
{
"epoch": 2.17,
"eval_loss": 1.1900373697280884,
"eval_runtime": 192.7964,
"eval_samples_per_second": 25.41,
"eval_steps_per_second": 0.799,
"eval_wer": 0.9011191003946586,
"step": 500
},
{
"epoch": 2.61,
"eval_loss": 0.9725514054298401,
"eval_runtime": 192.2119,
"eval_samples_per_second": 25.487,
"eval_steps_per_second": 0.801,
"eval_wer": 0.7572309023084824,
"step": 600
},
{
"epoch": 3.04,
"eval_loss": 0.8960436582565308,
"eval_runtime": 193.7378,
"eval_samples_per_second": 25.287,
"eval_steps_per_second": 0.795,
"eval_wer": 0.6209114991620263,
"step": 700
},
{
"epoch": 3.48,
"eval_loss": 0.7850536704063416,
"eval_runtime": 193.8724,
"eval_samples_per_second": 25.269,
"eval_steps_per_second": 0.794,
"eval_wer": 0.5515488998215927,
"step": 800
},
{
"epoch": 3.91,
"eval_loss": 0.7271264791488647,
"eval_runtime": 195.9681,
"eval_samples_per_second": 24.999,
"eval_steps_per_second": 0.786,
"eval_wer": 0.511542412283073,
"step": 900
},
{
"epoch": 4.35,
"learning_rate": 0.00024945762711864404,
"loss": 1.0312,
"step": 1000
},
{
"epoch": 4.35,
"eval_loss": 0.7053087949752808,
"eval_runtime": 192.6577,
"eval_samples_per_second": 25.429,
"eval_steps_per_second": 0.799,
"eval_wer": 0.49548575444666704,
"step": 1000
},
{
"epoch": 4.78,
"eval_loss": 0.6822740435600281,
"eval_runtime": 193.7373,
"eval_samples_per_second": 25.287,
"eval_steps_per_second": 0.795,
"eval_wer": 0.47369843758447316,
"step": 1100
},
{
"epoch": 5.22,
"eval_loss": 0.6767629384994507,
"eval_runtime": 192.3102,
"eval_samples_per_second": 25.474,
"eval_steps_per_second": 0.801,
"eval_wer": 0.45945288425150027,
"step": 1200
},
{
"epoch": 5.65,
"eval_loss": 0.6635140776634216,
"eval_runtime": 192.3892,
"eval_samples_per_second": 25.464,
"eval_steps_per_second": 0.8,
"eval_wer": 0.4488295399253933,
"step": 1300
},
{
"epoch": 6.09,
"eval_loss": 0.6602210402488708,
"eval_runtime": 191.9311,
"eval_samples_per_second": 25.525,
"eval_steps_per_second": 0.802,
"eval_wer": 0.4389630750932584,
"step": 1400
},
{
"epoch": 6.52,
"learning_rate": 0.0001986101694915254,
"loss": 0.6815,
"step": 1500
},
{
"epoch": 6.52,
"eval_loss": 0.6463663578033447,
"eval_runtime": 193.1979,
"eval_samples_per_second": 25.357,
"eval_steps_per_second": 0.797,
"eval_wer": 0.4310158404065524,
"step": 1500
},
{
"epoch": 6.95,
"eval_loss": 0.6455022096633911,
"eval_runtime": 198.417,
"eval_samples_per_second": 24.69,
"eval_steps_per_second": 0.776,
"eval_wer": 0.43942260907174135,
"step": 1600
},
{
"epoch": 7.39,
"eval_loss": 0.6629974842071533,
"eval_runtime": 197.9313,
"eval_samples_per_second": 24.751,
"eval_steps_per_second": 0.778,
"eval_wer": 0.4311780288695464,
"step": 1700
},
{
"epoch": 7.82,
"eval_loss": 0.6521152853965759,
"eval_runtime": 202.8016,
"eval_samples_per_second": 24.157,
"eval_steps_per_second": 0.759,
"eval_wer": 0.4125804184462345,
"step": 1800
},
{
"epoch": 8.26,
"eval_loss": 0.6281991600990295,
"eval_runtime": 195.8017,
"eval_samples_per_second": 25.02,
"eval_steps_per_second": 0.787,
"eval_wer": 0.42839379358814944,
"step": 1900
},
{
"epoch": 8.69,
"learning_rate": 0.00014776271186440676,
"loss": 0.544,
"step": 2000
},
{
"epoch": 8.69,
"eval_loss": 0.6247670650482178,
"eval_runtime": 197.0538,
"eval_samples_per_second": 24.861,
"eval_steps_per_second": 0.782,
"eval_wer": 0.4178245120830405,
"step": 2000
},
{
"epoch": 9.13,
"eval_loss": 0.6510103940963745,
"eval_runtime": 199.9527,
"eval_samples_per_second": 24.501,
"eval_steps_per_second": 0.77,
"eval_wer": 0.4103638427853165,
"step": 2100
},
{
"epoch": 9.56,
"eval_loss": 0.6527135968208313,
"eval_runtime": 202.4561,
"eval_samples_per_second": 24.198,
"eval_steps_per_second": 0.761,
"eval_wer": 0.4012542574471536,
"step": 2200
},
{
"epoch": 10.0,
"eval_loss": 0.6510817408561707,
"eval_runtime": 202.1587,
"eval_samples_per_second": 24.233,
"eval_steps_per_second": 0.762,
"eval_wer": 0.40641725685246255,
"step": 2300
},
{
"epoch": 10.43,
"eval_loss": 0.6734431982040405,
"eval_runtime": 202.8997,
"eval_samples_per_second": 24.145,
"eval_steps_per_second": 0.759,
"eval_wer": 0.4060928799264746,
"step": 2400
},
{
"epoch": 10.87,
"learning_rate": 9.691525423728813e-05,
"loss": 0.4478,
"step": 2500
},
{
"epoch": 10.87,
"eval_loss": 0.6756427884101868,
"eval_runtime": 201.7844,
"eval_samples_per_second": 24.278,
"eval_steps_per_second": 0.763,
"eval_wer": 0.41452668000216253,
"step": 2500
},
{
"epoch": 11.3,
"eval_loss": 0.6727204918861389,
"eval_runtime": 202.413,
"eval_samples_per_second": 24.203,
"eval_steps_per_second": 0.761,
"eval_wer": 0.3989565875547386,
"step": 2600
},
{
"epoch": 11.74,
"eval_loss": 0.6618625521659851,
"eval_runtime": 205.4327,
"eval_samples_per_second": 23.847,
"eval_steps_per_second": 0.75,
"eval_wer": 0.4007406606476726,
"step": 2700
},
{
"epoch": 12.17,
"eval_loss": 0.6613638997077942,
"eval_runtime": 202.1353,
"eval_samples_per_second": 24.236,
"eval_steps_per_second": 0.762,
"eval_wer": 0.40193004270962857,
"step": 2800
},
{
"epoch": 12.61,
"eval_loss": 0.6695073246955872,
"eval_runtime": 202.6466,
"eval_samples_per_second": 24.175,
"eval_steps_per_second": 0.76,
"eval_wer": 0.40036222090068657,
"step": 2900
},
{
"epoch": 13.04,
"learning_rate": 4.606779661016948e-05,
"loss": 0.3919,
"step": 3000
},
{
"epoch": 13.04,
"eval_loss": 0.6778153777122498,
"eval_runtime": 202.4696,
"eval_samples_per_second": 24.196,
"eval_steps_per_second": 0.761,
"eval_wer": 0.3966048548413256,
"step": 3000
},
{
"epoch": 13.48,
"eval_loss": 0.6872451305389404,
"eval_runtime": 201.7642,
"eval_samples_per_second": 24.281,
"eval_steps_per_second": 0.763,
"eval_wer": 0.3971184516408066,
"step": 3100
},
{
"epoch": 13.91,
"eval_loss": 0.688228964805603,
"eval_runtime": 204.8269,
"eval_samples_per_second": 23.918,
"eval_steps_per_second": 0.752,
"eval_wer": 0.39452343623290265,
"step": 3200
},
{
"epoch": 14.35,
"eval_loss": 0.6937959790229797,
"eval_runtime": 202.6788,
"eval_samples_per_second": 24.171,
"eval_steps_per_second": 0.76,
"eval_wer": 0.39365843109693466,
"step": 3300
},
{
"epoch": 14.78,
"eval_loss": 0.6927648782730103,
"eval_runtime": 201.0141,
"eval_samples_per_second": 24.371,
"eval_steps_per_second": 0.766,
"eval_wer": 0.3945504676434016,
"step": 3400
},
{
"epoch": 15.0,
"step": 3450,
"total_flos": 2.9875620378207076e+19,
"train_loss": 1.2329752604166666,
"train_runtime": 16157.973,
"train_samples_per_second": 13.674,
"train_steps_per_second": 0.214
}
],
"max_steps": 3450,
"num_train_epochs": 15,
"total_flos": 2.9875620378207076e+19,
"trial_name": null,
"trial_params": null
}