wav2vec2-common_voice-tr-demo / trainer_state.json
ylacombe's picture
ylacombe HF staff
End of training
239bc0b
raw
history blame
16.2 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 15.0,
"eval_steps": 300,
"global_step": 16425,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.27,
"eval_loss": 3.293024778366089,
"eval_runtime": 329.2436,
"eval_samples_per_second": 33.516,
"eval_steps_per_second": 1.048,
"eval_wer": 1.0,
"step": 300
},
{
"epoch": 0.46,
"learning_rate": 0.0007389237223065434,
"loss": 5.6462,
"step": 500
},
{
"epoch": 0.55,
"eval_loss": 3.415907859802246,
"eval_runtime": 328.5335,
"eval_samples_per_second": 33.589,
"eval_steps_per_second": 1.05,
"eval_wer": 1.0,
"step": 600
},
{
"epoch": 0.82,
"eval_loss": 3.4422173500061035,
"eval_runtime": 338.1217,
"eval_samples_per_second": 32.636,
"eval_steps_per_second": 1.02,
"eval_wer": 1.0,
"step": 900
},
{
"epoch": 0.91,
"learning_rate": 0.0014838065068897525,
"loss": 3.3522,
"step": 1000
},
{
"epoch": 1.1,
"eval_loss": 3.3719358444213867,
"eval_runtime": 340.7912,
"eval_samples_per_second": 32.381,
"eval_steps_per_second": 1.012,
"eval_wer": 1.0,
"step": 1200
},
{
"epoch": 1.37,
"learning_rate": 0.002228689291472962,
"loss": 3.2605,
"step": 1500
},
{
"epoch": 1.37,
"eval_loss": 3.4025769233703613,
"eval_runtime": 335.1987,
"eval_samples_per_second": 32.921,
"eval_steps_per_second": 1.029,
"eval_wer": 1.0,
"step": 1500
},
{
"epoch": 1.64,
"eval_loss": 3.444835662841797,
"eval_runtime": 332.4199,
"eval_samples_per_second": 33.196,
"eval_steps_per_second": 1.038,
"eval_wer": 1.0,
"step": 1800
},
{
"epoch": 1.83,
"learning_rate": 0.0029735720760561708,
"loss": 3.2766,
"step": 2000
},
{
"epoch": 1.92,
"eval_loss": 3.473637104034424,
"eval_runtime": 334.5697,
"eval_samples_per_second": 32.983,
"eval_steps_per_second": 1.031,
"eval_wer": 0.9999093792478477,
"step": 2100
},
{
"epoch": 2.19,
"eval_loss": 3.982806444168091,
"eval_runtime": 342.0917,
"eval_samples_per_second": 32.257,
"eval_steps_per_second": 1.009,
"eval_wer": 1.0,
"step": 2400
},
{
"epoch": 2.28,
"learning_rate": 0.0037184548606393796,
"loss": 3.2853,
"step": 2500
},
{
"epoch": 2.47,
"eval_loss": 3.553187370300293,
"eval_runtime": 329.7168,
"eval_samples_per_second": 33.468,
"eval_steps_per_second": 1.046,
"eval_wer": 1.0,
"step": 2700
},
{
"epoch": 2.74,
"learning_rate": 0.004460358114084256,
"loss": 3.3389,
"step": 3000
},
{
"epoch": 2.74,
"eval_loss": 3.781858444213867,
"eval_runtime": 323.3731,
"eval_samples_per_second": 34.125,
"eval_steps_per_second": 1.067,
"eval_wer": 1.0,
"step": 3000
},
{
"epoch": 3.01,
"eval_loss": 3.2249505519866943,
"eval_runtime": 323.988,
"eval_samples_per_second": 34.06,
"eval_steps_per_second": 1.065,
"eval_wer": 1.0,
"step": 3300
},
{
"epoch": 3.2,
"learning_rate": 0.005205240898667465,
"loss": 3.2186,
"step": 3500
},
{
"epoch": 3.29,
"eval_loss": 3.2372846603393555,
"eval_runtime": 324.034,
"eval_samples_per_second": 34.055,
"eval_steps_per_second": 1.065,
"eval_wer": 1.0,
"step": 3600
},
{
"epoch": 3.56,
"eval_loss": 3.2161905765533447,
"eval_runtime": 323.7754,
"eval_samples_per_second": 34.082,
"eval_steps_per_second": 1.066,
"eval_wer": 1.0,
"step": 3900
},
{
"epoch": 3.65,
"learning_rate": 0.005950123683250674,
"loss": 3.1916,
"step": 4000
},
{
"epoch": 3.84,
"eval_loss": 3.2367777824401855,
"eval_runtime": 323.3817,
"eval_samples_per_second": 34.124,
"eval_steps_per_second": 1.067,
"eval_wer": 1.0,
"step": 4200
},
{
"epoch": 4.11,
"learning_rate": 0.0066950064678338835,
"loss": 3.2188,
"step": 4500
},
{
"epoch": 4.11,
"eval_loss": 3.2376551628112793,
"eval_runtime": 323.9231,
"eval_samples_per_second": 34.067,
"eval_steps_per_second": 1.065,
"eval_wer": 1.0,
"step": 4500
},
{
"epoch": 4.38,
"eval_loss": 3.4206786155700684,
"eval_runtime": 324.1643,
"eval_samples_per_second": 34.041,
"eval_steps_per_second": 1.064,
"eval_wer": 1.0,
"step": 4800
},
{
"epoch": 4.57,
"learning_rate": 0.007152364497567974,
"loss": 5.3067,
"step": 5000
},
{
"epoch": 4.66,
"eval_loss": NaN,
"eval_runtime": 324.7836,
"eval_samples_per_second": 33.976,
"eval_steps_per_second": 1.062,
"eval_wer": 1.0,
"step": 5100
},
{
"epoch": 4.93,
"eval_loss": NaN,
"eval_runtime": 323.844,
"eval_samples_per_second": 34.075,
"eval_steps_per_second": 1.065,
"eval_wer": 1.0,
"step": 5400
},
{
"epoch": 5.02,
"learning_rate": 0.007152364497567974,
"loss": 0.0,
"step": 5500
},
{
"epoch": 5.21,
"eval_loss": NaN,
"eval_runtime": 323.0895,
"eval_samples_per_second": 34.155,
"eval_steps_per_second": 1.068,
"eval_wer": 1.0,
"step": 5700
},
{
"epoch": 5.48,
"learning_rate": 0.007152364497567974,
"loss": 0.0,
"step": 6000
},
{
"epoch": 5.48,
"eval_loss": NaN,
"eval_runtime": 323.9944,
"eval_samples_per_second": 34.059,
"eval_steps_per_second": 1.065,
"eval_wer": 1.0,
"step": 6000
},
{
"epoch": 5.75,
"eval_loss": NaN,
"eval_runtime": 324.3089,
"eval_samples_per_second": 34.026,
"eval_steps_per_second": 1.064,
"eval_wer": 1.0,
"step": 6300
},
{
"epoch": 5.94,
"learning_rate": 0.007152364497567974,
"loss": 0.0,
"step": 6500
},
{
"epoch": 6.03,
"eval_loss": NaN,
"eval_runtime": 323.6949,
"eval_samples_per_second": 34.091,
"eval_steps_per_second": 1.066,
"eval_wer": 1.0,
"step": 6600
},
{
"epoch": 6.3,
"eval_loss": NaN,
"eval_runtime": 323.4351,
"eval_samples_per_second": 34.118,
"eval_steps_per_second": 1.067,
"eval_wer": 1.0,
"step": 6900
},
{
"epoch": 6.39,
"learning_rate": 0.007152364497567974,
"loss": 0.0,
"step": 7000
},
{
"epoch": 6.58,
"eval_loss": NaN,
"eval_runtime": 323.8786,
"eval_samples_per_second": 34.071,
"eval_steps_per_second": 1.065,
"eval_wer": 1.0,
"step": 7200
},
{
"epoch": 6.85,
"learning_rate": 0.007152364497567974,
"loss": 0.0,
"step": 7500
},
{
"epoch": 6.85,
"eval_loss": NaN,
"eval_runtime": 323.8341,
"eval_samples_per_second": 34.076,
"eval_steps_per_second": 1.065,
"eval_wer": 1.0,
"step": 7500
},
{
"epoch": 7.12,
"eval_loss": NaN,
"eval_runtime": 323.3556,
"eval_samples_per_second": 34.127,
"eval_steps_per_second": 1.067,
"eval_wer": 1.0,
"step": 7800
},
{
"epoch": 7.31,
"learning_rate": 0.007152364497567974,
"loss": 0.0,
"step": 8000
},
{
"epoch": 7.4,
"eval_loss": NaN,
"eval_runtime": 323.4333,
"eval_samples_per_second": 34.118,
"eval_steps_per_second": 1.067,
"eval_wer": 1.0,
"step": 8100
},
{
"epoch": 7.67,
"eval_loss": NaN,
"eval_runtime": 323.7546,
"eval_samples_per_second": 34.084,
"eval_steps_per_second": 1.066,
"eval_wer": 1.0,
"step": 8400
},
{
"epoch": 7.76,
"learning_rate": 0.007152364497567974,
"loss": 0.0,
"step": 8500
},
{
"epoch": 7.95,
"eval_loss": NaN,
"eval_runtime": 323.2121,
"eval_samples_per_second": 34.142,
"eval_steps_per_second": 1.067,
"eval_wer": 1.0,
"step": 8700
},
{
"epoch": 8.22,
"learning_rate": 0.007152364497567974,
"loss": 0.0,
"step": 9000
},
{
"epoch": 8.22,
"eval_loss": NaN,
"eval_runtime": 322.4572,
"eval_samples_per_second": 34.222,
"eval_steps_per_second": 1.07,
"eval_wer": 1.0,
"step": 9000
},
{
"epoch": 8.49,
"eval_loss": NaN,
"eval_runtime": 318.5677,
"eval_samples_per_second": 34.639,
"eval_steps_per_second": 1.083,
"eval_wer": 1.0,
"step": 9300
},
{
"epoch": 8.68,
"learning_rate": 0.007152364497567974,
"loss": 0.0,
"step": 9500
},
{
"epoch": 8.77,
"eval_loss": NaN,
"eval_runtime": 319.654,
"eval_samples_per_second": 34.522,
"eval_steps_per_second": 1.079,
"eval_wer": 1.0,
"step": 9600
},
{
"epoch": 9.04,
"eval_loss": NaN,
"eval_runtime": 320.9193,
"eval_samples_per_second": 34.386,
"eval_steps_per_second": 1.075,
"eval_wer": 1.0,
"step": 9900
},
{
"epoch": 9.13,
"learning_rate": 0.007152364497567974,
"loss": 0.0,
"step": 10000
},
{
"epoch": 9.32,
"eval_loss": NaN,
"eval_runtime": 322.8537,
"eval_samples_per_second": 34.18,
"eval_steps_per_second": 1.069,
"eval_wer": 1.0,
"step": 10200
},
{
"epoch": 9.59,
"learning_rate": 0.007152364497567974,
"loss": 0.0,
"step": 10500
},
{
"epoch": 9.59,
"eval_loss": NaN,
"eval_runtime": 321.9757,
"eval_samples_per_second": 34.273,
"eval_steps_per_second": 1.072,
"eval_wer": 1.0,
"step": 10500
},
{
"epoch": 9.86,
"eval_loss": NaN,
"eval_runtime": 323.2439,
"eval_samples_per_second": 34.138,
"eval_steps_per_second": 1.067,
"eval_wer": 1.0,
"step": 10800
},
{
"epoch": 10.05,
"learning_rate": 0.007152364497567974,
"loss": 0.0,
"step": 11000
},
{
"epoch": 10.14,
"eval_loss": NaN,
"eval_runtime": 323.9537,
"eval_samples_per_second": 34.064,
"eval_steps_per_second": 1.065,
"eval_wer": 1.0,
"step": 11100
},
{
"epoch": 10.41,
"eval_loss": NaN,
"eval_runtime": 323.8438,
"eval_samples_per_second": 34.075,
"eval_steps_per_second": 1.065,
"eval_wer": 1.0,
"step": 11400
},
{
"epoch": 10.5,
"learning_rate": 0.007152364497567974,
"loss": 0.0,
"step": 11500
},
{
"epoch": 10.68,
"eval_loss": NaN,
"eval_runtime": 323.9188,
"eval_samples_per_second": 34.067,
"eval_steps_per_second": 1.065,
"eval_wer": 1.0,
"step": 11700
},
{
"epoch": 10.96,
"learning_rate": 0.007152364497567974,
"loss": 0.0,
"step": 12000
},
{
"epoch": 10.96,
"eval_loss": NaN,
"eval_runtime": 323.8826,
"eval_samples_per_second": 34.071,
"eval_steps_per_second": 1.065,
"eval_wer": 1.0,
"step": 12000
},
{
"epoch": 11.23,
"eval_loss": NaN,
"eval_runtime": 325.2969,
"eval_samples_per_second": 33.923,
"eval_steps_per_second": 1.061,
"eval_wer": 1.0,
"step": 12300
},
{
"epoch": 11.42,
"learning_rate": 0.007152364497567974,
"loss": 0.0,
"step": 12500
},
{
"epoch": 11.51,
"eval_loss": NaN,
"eval_runtime": 324.7333,
"eval_samples_per_second": 33.982,
"eval_steps_per_second": 1.062,
"eval_wer": 1.0,
"step": 12600
},
{
"epoch": 11.78,
"eval_loss": NaN,
"eval_runtime": 324.3204,
"eval_samples_per_second": 34.025,
"eval_steps_per_second": 1.064,
"eval_wer": 1.0,
"step": 12900
},
{
"epoch": 11.87,
"learning_rate": 0.007152364497567974,
"loss": 0.0,
"step": 13000
},
{
"epoch": 12.05,
"eval_loss": NaN,
"eval_runtime": 324.8823,
"eval_samples_per_second": 33.966,
"eval_steps_per_second": 1.062,
"eval_wer": 1.0,
"step": 13200
},
{
"epoch": 12.33,
"learning_rate": 0.007152364497567974,
"loss": 0.0,
"step": 13500
},
{
"epoch": 12.33,
"eval_loss": NaN,
"eval_runtime": 323.9396,
"eval_samples_per_second": 34.065,
"eval_steps_per_second": 1.065,
"eval_wer": 1.0,
"step": 13500
},
{
"epoch": 12.6,
"eval_loss": NaN,
"eval_runtime": 326.2533,
"eval_samples_per_second": 33.823,
"eval_steps_per_second": 1.057,
"eval_wer": 1.0,
"step": 13800
},
{
"epoch": 12.79,
"learning_rate": 0.007152364497567974,
"loss": 0.0,
"step": 14000
},
{
"epoch": 12.88,
"eval_loss": NaN,
"eval_runtime": 323.7094,
"eval_samples_per_second": 34.089,
"eval_steps_per_second": 1.066,
"eval_wer": 1.0,
"step": 14100
},
{
"epoch": 13.15,
"eval_loss": NaN,
"eval_runtime": 325.3499,
"eval_samples_per_second": 33.917,
"eval_steps_per_second": 1.06,
"eval_wer": 1.0,
"step": 14400
},
{
"epoch": 13.24,
"learning_rate": 0.007152364497567974,
"loss": 0.0,
"step": 14500
},
{
"epoch": 13.42,
"eval_loss": NaN,
"eval_runtime": 325.7039,
"eval_samples_per_second": 33.88,
"eval_steps_per_second": 1.059,
"eval_wer": 1.0,
"step": 14700
},
{
"epoch": 13.7,
"learning_rate": 0.007152364497567974,
"loss": 0.0,
"step": 15000
},
{
"epoch": 13.7,
"eval_loss": NaN,
"eval_runtime": 323.516,
"eval_samples_per_second": 34.11,
"eval_steps_per_second": 1.066,
"eval_wer": 1.0,
"step": 15000
},
{
"epoch": 13.97,
"eval_loss": NaN,
"eval_runtime": 471.9655,
"eval_samples_per_second": 23.381,
"eval_steps_per_second": 0.731,
"eval_wer": 1.0,
"step": 15300
},
{
"epoch": 14.16,
"learning_rate": 0.007152364497567974,
"loss": 0.0,
"step": 15500
},
{
"epoch": 14.25,
"eval_loss": NaN,
"eval_runtime": 324.2368,
"eval_samples_per_second": 34.034,
"eval_steps_per_second": 1.064,
"eval_wer": 1.0,
"step": 15600
},
{
"epoch": 14.52,
"eval_loss": NaN,
"eval_runtime": 325.6971,
"eval_samples_per_second": 33.881,
"eval_steps_per_second": 1.059,
"eval_wer": 1.0,
"step": 15900
},
{
"epoch": 14.61,
"learning_rate": 0.007152364497567974,
"loss": 0.0,
"step": 16000
},
{
"epoch": 14.79,
"eval_loss": NaN,
"eval_runtime": 325.4219,
"eval_samples_per_second": 33.91,
"eval_steps_per_second": 1.06,
"eval_wer": 1.0,
"step": 16200
},
{
"epoch": 15.0,
"step": 16425,
"total_flos": 6.442470243808035e+19,
"train_loss": 1.129231213434646,
"train_runtime": 45647.7738,
"train_samples_per_second": 14.392,
"train_steps_per_second": 0.36
}
],
"logging_steps": 500,
"max_steps": 16425,
"num_input_tokens_seen": 0,
"num_train_epochs": 15,
"save_steps": 400,
"total_flos": 6.442470243808035e+19,
"train_batch_size": 20,
"trial_name": null,
"trial_params": null
}