|
{ |
|
"best_metric": null, |
|
"best_model_checkpoint": null, |
|
"epoch": 4.996216897856242, |
|
"eval_steps": 250, |
|
"global_step": 1980, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.01, |
|
"learning_rate": 1.5000000000000002e-08, |
|
"loss": 4.6482, |
|
"step": 5 |
|
}, |
|
{ |
|
"epoch": 0.03, |
|
"learning_rate": 3.0000000000000004e-08, |
|
"loss": 4.7026, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.04, |
|
"learning_rate": 4.5e-08, |
|
"loss": 4.6854, |
|
"step": 15 |
|
}, |
|
{ |
|
"epoch": 0.05, |
|
"learning_rate": 6.000000000000001e-08, |
|
"loss": 4.7824, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.06, |
|
"learning_rate": 7.500000000000001e-08, |
|
"loss": 4.6708, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 0.08, |
|
"learning_rate": 9e-08, |
|
"loss": 4.6248, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.09, |
|
"learning_rate": 1.05e-07, |
|
"loss": 4.7019, |
|
"step": 35 |
|
}, |
|
{ |
|
"epoch": 0.1, |
|
"learning_rate": 1.2000000000000002e-07, |
|
"loss": 4.6747, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 0.11, |
|
"learning_rate": 1.35e-07, |
|
"loss": 4.6209, |
|
"step": 45 |
|
}, |
|
{ |
|
"epoch": 0.13, |
|
"learning_rate": 1.5000000000000002e-07, |
|
"loss": 4.6223, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.14, |
|
"learning_rate": 1.6499999999999998e-07, |
|
"loss": 4.5145, |
|
"step": 55 |
|
}, |
|
{ |
|
"epoch": 0.15, |
|
"learning_rate": 1.8e-07, |
|
"loss": 4.5692, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 0.16, |
|
"learning_rate": 1.9499999999999999e-07, |
|
"loss": 4.4948, |
|
"step": 65 |
|
}, |
|
{ |
|
"epoch": 0.18, |
|
"learning_rate": 2.1e-07, |
|
"loss": 4.5019, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 0.19, |
|
"learning_rate": 2.25e-07, |
|
"loss": 4.4425, |
|
"step": 75 |
|
}, |
|
{ |
|
"epoch": 0.2, |
|
"learning_rate": 2.4000000000000003e-07, |
|
"loss": 4.4318, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 0.21, |
|
"learning_rate": 2.5500000000000005e-07, |
|
"loss": 4.428, |
|
"step": 85 |
|
}, |
|
{ |
|
"epoch": 0.23, |
|
"learning_rate": 2.7e-07, |
|
"loss": 4.2983, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 0.24, |
|
"learning_rate": 2.85e-07, |
|
"loss": 4.228, |
|
"step": 95 |
|
}, |
|
{ |
|
"epoch": 0.25, |
|
"learning_rate": 2.97e-07, |
|
"loss": 4.2784, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 0.26, |
|
"learning_rate": 3.12e-07, |
|
"loss": 4.1254, |
|
"step": 105 |
|
}, |
|
{ |
|
"epoch": 0.28, |
|
"learning_rate": 3.27e-07, |
|
"loss": 4.0566, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 0.29, |
|
"learning_rate": 3.42e-07, |
|
"loss": 4.0241, |
|
"step": 115 |
|
}, |
|
{ |
|
"epoch": 0.3, |
|
"learning_rate": 3.5700000000000003e-07, |
|
"loss": 4.0261, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 0.32, |
|
"learning_rate": 3.72e-07, |
|
"loss": 3.864, |
|
"step": 125 |
|
}, |
|
{ |
|
"epoch": 0.33, |
|
"learning_rate": 3.87e-07, |
|
"loss": 3.8068, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 0.34, |
|
"learning_rate": 4.02e-07, |
|
"loss": 3.7553, |
|
"step": 135 |
|
}, |
|
{ |
|
"epoch": 0.35, |
|
"learning_rate": 4.17e-07, |
|
"loss": 3.6628, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 0.37, |
|
"learning_rate": 4.32e-07, |
|
"loss": 3.5843, |
|
"step": 145 |
|
}, |
|
{ |
|
"epoch": 0.38, |
|
"learning_rate": 4.47e-07, |
|
"loss": 3.5552, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 0.39, |
|
"learning_rate": 4.6200000000000003e-07, |
|
"loss": 3.4307, |
|
"step": 155 |
|
}, |
|
{ |
|
"epoch": 0.4, |
|
"learning_rate": 4.77e-07, |
|
"loss": 3.3634, |
|
"step": 160 |
|
}, |
|
{ |
|
"epoch": 0.42, |
|
"learning_rate": 4.92e-07, |
|
"loss": 3.3041, |
|
"step": 165 |
|
}, |
|
{ |
|
"epoch": 0.43, |
|
"learning_rate": 5.07e-07, |
|
"loss": 3.2511, |
|
"step": 170 |
|
}, |
|
{ |
|
"epoch": 0.44, |
|
"learning_rate": 5.219999999999999e-07, |
|
"loss": 3.1583, |
|
"step": 175 |
|
}, |
|
{ |
|
"epoch": 0.45, |
|
"learning_rate": 5.37e-07, |
|
"loss": 3.1013, |
|
"step": 180 |
|
}, |
|
{ |
|
"epoch": 0.47, |
|
"learning_rate": 5.52e-07, |
|
"loss": 3.0769, |
|
"step": 185 |
|
}, |
|
{ |
|
"epoch": 0.48, |
|
"learning_rate": 5.67e-07, |
|
"loss": 3.0122, |
|
"step": 190 |
|
}, |
|
{ |
|
"epoch": 0.49, |
|
"learning_rate": 5.82e-07, |
|
"loss": 2.9856, |
|
"step": 195 |
|
}, |
|
{ |
|
"epoch": 0.5, |
|
"learning_rate": 5.970000000000001e-07, |
|
"loss": 2.9903, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 0.52, |
|
"learning_rate": 6.12e-07, |
|
"loss": 2.9308, |
|
"step": 205 |
|
}, |
|
{ |
|
"epoch": 0.53, |
|
"learning_rate": 6.27e-07, |
|
"loss": 2.9159, |
|
"step": 210 |
|
}, |
|
{ |
|
"epoch": 0.54, |
|
"learning_rate": 6.42e-07, |
|
"loss": 2.9075, |
|
"step": 215 |
|
}, |
|
{ |
|
"epoch": 0.55, |
|
"learning_rate": 6.57e-07, |
|
"loss": 2.8958, |
|
"step": 220 |
|
}, |
|
{ |
|
"epoch": 0.57, |
|
"learning_rate": 6.72e-07, |
|
"loss": 2.8698, |
|
"step": 225 |
|
}, |
|
{ |
|
"epoch": 0.58, |
|
"learning_rate": 6.87e-07, |
|
"loss": 2.8697, |
|
"step": 230 |
|
}, |
|
{ |
|
"epoch": 0.59, |
|
"learning_rate": 7.02e-07, |
|
"loss": 2.8911, |
|
"step": 235 |
|
}, |
|
{ |
|
"epoch": 0.61, |
|
"learning_rate": 7.170000000000001e-07, |
|
"loss": 2.8506, |
|
"step": 240 |
|
}, |
|
{ |
|
"epoch": 0.62, |
|
"learning_rate": 7.32e-07, |
|
"loss": 2.8522, |
|
"step": 245 |
|
}, |
|
{ |
|
"epoch": 0.63, |
|
"learning_rate": 7.47e-07, |
|
"loss": 2.8812, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 0.63, |
|
"eval_cer": 0.9999960063100302, |
|
"eval_loss": 2.892289161682129, |
|
"eval_runtime": 59.7132, |
|
"eval_samples_per_second": 42.336, |
|
"eval_steps_per_second": 1.189, |
|
"eval_wer": 1.0, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 0.64, |
|
"learning_rate": 7.62e-07, |
|
"loss": 2.8429, |
|
"step": 255 |
|
}, |
|
{ |
|
"epoch": 0.66, |
|
"learning_rate": 7.77e-07, |
|
"loss": 2.8424, |
|
"step": 260 |
|
}, |
|
{ |
|
"epoch": 0.67, |
|
"learning_rate": 7.92e-07, |
|
"loss": 2.8437, |
|
"step": 265 |
|
}, |
|
{ |
|
"epoch": 0.68, |
|
"learning_rate": 8.070000000000001e-07, |
|
"loss": 2.8541, |
|
"step": 270 |
|
}, |
|
{ |
|
"epoch": 0.69, |
|
"learning_rate": 8.22e-07, |
|
"loss": 2.8411, |
|
"step": 275 |
|
}, |
|
{ |
|
"epoch": 0.71, |
|
"learning_rate": 8.370000000000001e-07, |
|
"loss": 2.8387, |
|
"step": 280 |
|
}, |
|
{ |
|
"epoch": 0.72, |
|
"learning_rate": 8.520000000000001e-07, |
|
"loss": 2.8561, |
|
"step": 285 |
|
}, |
|
{ |
|
"epoch": 0.73, |
|
"learning_rate": 8.67e-07, |
|
"loss": 2.8254, |
|
"step": 290 |
|
}, |
|
{ |
|
"epoch": 0.74, |
|
"learning_rate": 8.82e-07, |
|
"loss": 2.8244, |
|
"step": 295 |
|
}, |
|
{ |
|
"epoch": 0.76, |
|
"learning_rate": 8.97e-07, |
|
"loss": 2.8409, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 0.77, |
|
"learning_rate": 9.12e-07, |
|
"loss": 2.816, |
|
"step": 305 |
|
}, |
|
{ |
|
"epoch": 0.78, |
|
"learning_rate": 9.270000000000001e-07, |
|
"loss": 2.8173, |
|
"step": 310 |
|
}, |
|
{ |
|
"epoch": 0.79, |
|
"learning_rate": 9.419999999999999e-07, |
|
"loss": 2.8253, |
|
"step": 315 |
|
}, |
|
{ |
|
"epoch": 0.81, |
|
"learning_rate": 9.57e-07, |
|
"loss": 2.8185, |
|
"step": 320 |
|
}, |
|
{ |
|
"epoch": 0.82, |
|
"learning_rate": 9.72e-07, |
|
"loss": 2.8046, |
|
"step": 325 |
|
}, |
|
{ |
|
"epoch": 0.83, |
|
"learning_rate": 9.87e-07, |
|
"loss": 2.8048, |
|
"step": 330 |
|
}, |
|
{ |
|
"epoch": 0.84, |
|
"learning_rate": 1.002e-06, |
|
"loss": 2.8177, |
|
"step": 335 |
|
}, |
|
{ |
|
"epoch": 0.86, |
|
"learning_rate": 1.017e-06, |
|
"loss": 2.775, |
|
"step": 340 |
|
}, |
|
{ |
|
"epoch": 0.87, |
|
"learning_rate": 1.032e-06, |
|
"loss": 2.7762, |
|
"step": 345 |
|
}, |
|
{ |
|
"epoch": 0.88, |
|
"learning_rate": 1.047e-06, |
|
"loss": 2.7735, |
|
"step": 350 |
|
}, |
|
{ |
|
"epoch": 0.9, |
|
"learning_rate": 1.062e-06, |
|
"loss": 2.7319, |
|
"step": 355 |
|
}, |
|
{ |
|
"epoch": 0.91, |
|
"learning_rate": 1.077e-06, |
|
"loss": 2.71, |
|
"step": 360 |
|
}, |
|
{ |
|
"epoch": 0.92, |
|
"learning_rate": 1.092e-06, |
|
"loss": 2.6868, |
|
"step": 365 |
|
}, |
|
{ |
|
"epoch": 0.93, |
|
"learning_rate": 1.1070000000000002e-06, |
|
"loss": 2.6709, |
|
"step": 370 |
|
}, |
|
{ |
|
"epoch": 0.95, |
|
"learning_rate": 1.122e-06, |
|
"loss": 2.6141, |
|
"step": 375 |
|
}, |
|
{ |
|
"epoch": 0.96, |
|
"learning_rate": 1.137e-06, |
|
"loss": 2.5824, |
|
"step": 380 |
|
}, |
|
{ |
|
"epoch": 0.97, |
|
"learning_rate": 1.152e-06, |
|
"loss": 2.5791, |
|
"step": 385 |
|
}, |
|
{ |
|
"epoch": 0.98, |
|
"learning_rate": 1.167e-06, |
|
"loss": 2.5124, |
|
"step": 390 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"learning_rate": 1.179e-06, |
|
"loss": 2.4623, |
|
"step": 395 |
|
}, |
|
{ |
|
"epoch": 1.01, |
|
"learning_rate": 1.1940000000000001e-06, |
|
"loss": 2.4341, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 1.02, |
|
"learning_rate": 1.2090000000000002e-06, |
|
"loss": 2.3441, |
|
"step": 405 |
|
}, |
|
{ |
|
"epoch": 1.03, |
|
"learning_rate": 1.224e-06, |
|
"loss": 2.2861, |
|
"step": 410 |
|
}, |
|
{ |
|
"epoch": 1.05, |
|
"learning_rate": 1.2390000000000001e-06, |
|
"loss": 2.2725, |
|
"step": 415 |
|
}, |
|
{ |
|
"epoch": 1.06, |
|
"learning_rate": 1.254e-06, |
|
"loss": 2.1615, |
|
"step": 420 |
|
}, |
|
{ |
|
"epoch": 1.07, |
|
"learning_rate": 1.269e-06, |
|
"loss": 2.0869, |
|
"step": 425 |
|
}, |
|
{ |
|
"epoch": 1.08, |
|
"learning_rate": 1.284e-06, |
|
"loss": 2.0713, |
|
"step": 430 |
|
}, |
|
{ |
|
"epoch": 1.1, |
|
"learning_rate": 1.299e-06, |
|
"loss": 1.9363, |
|
"step": 435 |
|
}, |
|
{ |
|
"epoch": 1.11, |
|
"learning_rate": 1.314e-06, |
|
"loss": 1.8633, |
|
"step": 440 |
|
}, |
|
{ |
|
"epoch": 1.12, |
|
"learning_rate": 1.3290000000000001e-06, |
|
"loss": 1.8307, |
|
"step": 445 |
|
}, |
|
{ |
|
"epoch": 1.13, |
|
"learning_rate": 1.344e-06, |
|
"loss": 1.7683, |
|
"step": 450 |
|
}, |
|
{ |
|
"epoch": 1.15, |
|
"learning_rate": 1.359e-06, |
|
"loss": 1.6742, |
|
"step": 455 |
|
}, |
|
{ |
|
"epoch": 1.16, |
|
"learning_rate": 1.374e-06, |
|
"loss": 1.6215, |
|
"step": 460 |
|
}, |
|
{ |
|
"epoch": 1.17, |
|
"learning_rate": 1.389e-06, |
|
"loss": 1.6537, |
|
"step": 465 |
|
}, |
|
{ |
|
"epoch": 1.19, |
|
"learning_rate": 1.404e-06, |
|
"loss": 1.5039, |
|
"step": 470 |
|
}, |
|
{ |
|
"epoch": 1.2, |
|
"learning_rate": 1.419e-06, |
|
"loss": 1.4679, |
|
"step": 475 |
|
}, |
|
{ |
|
"epoch": 1.21, |
|
"learning_rate": 1.4340000000000002e-06, |
|
"loss": 1.4565, |
|
"step": 480 |
|
}, |
|
{ |
|
"epoch": 1.22, |
|
"learning_rate": 1.449e-06, |
|
"loss": 1.3904, |
|
"step": 485 |
|
}, |
|
{ |
|
"epoch": 1.24, |
|
"learning_rate": 1.464e-06, |
|
"loss": 1.3057, |
|
"step": 490 |
|
}, |
|
{ |
|
"epoch": 1.25, |
|
"learning_rate": 1.479e-06, |
|
"loss": 1.2998, |
|
"step": 495 |
|
}, |
|
{ |
|
"epoch": 1.26, |
|
"learning_rate": 1.494e-06, |
|
"loss": 1.2899, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 1.26, |
|
"eval_cer": 0.2562710916751533, |
|
"eval_loss": 1.147094488143921, |
|
"eval_runtime": 60.746, |
|
"eval_samples_per_second": 41.616, |
|
"eval_steps_per_second": 1.169, |
|
"eval_wer": 0.7029631516386483, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 1.27, |
|
"learning_rate": 1.5089999999999999e-06, |
|
"loss": 1.2025, |
|
"step": 505 |
|
}, |
|
{ |
|
"epoch": 1.29, |
|
"learning_rate": 1.524e-06, |
|
"loss": 1.1523, |
|
"step": 510 |
|
}, |
|
{ |
|
"epoch": 1.3, |
|
"learning_rate": 1.539e-06, |
|
"loss": 1.1846, |
|
"step": 515 |
|
}, |
|
{ |
|
"epoch": 1.31, |
|
"learning_rate": 1.554e-06, |
|
"loss": 1.0974, |
|
"step": 520 |
|
}, |
|
{ |
|
"epoch": 1.32, |
|
"learning_rate": 1.569e-06, |
|
"loss": 1.0635, |
|
"step": 525 |
|
}, |
|
{ |
|
"epoch": 1.34, |
|
"learning_rate": 1.584e-06, |
|
"loss": 1.0922, |
|
"step": 530 |
|
}, |
|
{ |
|
"epoch": 1.35, |
|
"learning_rate": 1.599e-06, |
|
"loss": 1.0167, |
|
"step": 535 |
|
}, |
|
{ |
|
"epoch": 1.36, |
|
"learning_rate": 1.6140000000000001e-06, |
|
"loss": 0.9946, |
|
"step": 540 |
|
}, |
|
{ |
|
"epoch": 1.37, |
|
"learning_rate": 1.629e-06, |
|
"loss": 1.0021, |
|
"step": 545 |
|
}, |
|
{ |
|
"epoch": 1.39, |
|
"learning_rate": 1.644e-06, |
|
"loss": 1.006, |
|
"step": 550 |
|
}, |
|
{ |
|
"epoch": 1.4, |
|
"learning_rate": 1.6590000000000001e-06, |
|
"loss": 0.9312, |
|
"step": 555 |
|
}, |
|
{ |
|
"epoch": 1.41, |
|
"learning_rate": 1.6740000000000002e-06, |
|
"loss": 0.9275, |
|
"step": 560 |
|
}, |
|
{ |
|
"epoch": 1.42, |
|
"learning_rate": 1.689e-06, |
|
"loss": 0.9743, |
|
"step": 565 |
|
}, |
|
{ |
|
"epoch": 1.44, |
|
"learning_rate": 1.7040000000000001e-06, |
|
"loss": 0.8707, |
|
"step": 570 |
|
}, |
|
{ |
|
"epoch": 1.45, |
|
"learning_rate": 1.719e-06, |
|
"loss": 0.8765, |
|
"step": 575 |
|
}, |
|
{ |
|
"epoch": 1.46, |
|
"learning_rate": 1.734e-06, |
|
"loss": 0.9403, |
|
"step": 580 |
|
}, |
|
{ |
|
"epoch": 1.48, |
|
"learning_rate": 1.749e-06, |
|
"loss": 0.8242, |
|
"step": 585 |
|
}, |
|
{ |
|
"epoch": 1.49, |
|
"learning_rate": 1.764e-06, |
|
"loss": 0.7783, |
|
"step": 590 |
|
}, |
|
{ |
|
"epoch": 1.5, |
|
"learning_rate": 1.779e-06, |
|
"loss": 0.8126, |
|
"step": 595 |
|
}, |
|
{ |
|
"epoch": 1.51, |
|
"learning_rate": 1.794e-06, |
|
"loss": 0.8544, |
|
"step": 600 |
|
}, |
|
{ |
|
"epoch": 1.53, |
|
"learning_rate": 1.809e-06, |
|
"loss": 0.7637, |
|
"step": 605 |
|
}, |
|
{ |
|
"epoch": 1.54, |
|
"learning_rate": 1.824e-06, |
|
"loss": 0.7481, |
|
"step": 610 |
|
}, |
|
{ |
|
"epoch": 1.55, |
|
"learning_rate": 1.839e-06, |
|
"loss": 0.8198, |
|
"step": 615 |
|
}, |
|
{ |
|
"epoch": 1.56, |
|
"learning_rate": 1.8540000000000002e-06, |
|
"loss": 0.7086, |
|
"step": 620 |
|
}, |
|
{ |
|
"epoch": 1.58, |
|
"learning_rate": 1.869e-06, |
|
"loss": 0.7167, |
|
"step": 625 |
|
}, |
|
{ |
|
"epoch": 1.59, |
|
"learning_rate": 1.8810000000000003e-06, |
|
"loss": 0.7675, |
|
"step": 630 |
|
}, |
|
{ |
|
"epoch": 1.6, |
|
"learning_rate": 1.8960000000000001e-06, |
|
"loss": 0.6906, |
|
"step": 635 |
|
}, |
|
{ |
|
"epoch": 1.61, |
|
"learning_rate": 1.9110000000000004e-06, |
|
"loss": 0.6739, |
|
"step": 640 |
|
}, |
|
{ |
|
"epoch": 1.63, |
|
"learning_rate": 1.926e-06, |
|
"loss": 0.7041, |
|
"step": 645 |
|
}, |
|
{ |
|
"epoch": 1.64, |
|
"learning_rate": 1.9409999999999997e-06, |
|
"loss": 0.6874, |
|
"step": 650 |
|
}, |
|
{ |
|
"epoch": 1.65, |
|
"learning_rate": 1.956e-06, |
|
"loss": 0.6738, |
|
"step": 655 |
|
}, |
|
{ |
|
"epoch": 1.66, |
|
"learning_rate": 1.971e-06, |
|
"loss": 0.6507, |
|
"step": 660 |
|
}, |
|
{ |
|
"epoch": 1.68, |
|
"learning_rate": 1.9859999999999997e-06, |
|
"loss": 0.6857, |
|
"step": 665 |
|
}, |
|
{ |
|
"epoch": 1.69, |
|
"learning_rate": 2.001e-06, |
|
"loss": 0.6291, |
|
"step": 670 |
|
}, |
|
{ |
|
"epoch": 1.7, |
|
"learning_rate": 2.016e-06, |
|
"loss": 0.5821, |
|
"step": 675 |
|
}, |
|
{ |
|
"epoch": 1.72, |
|
"learning_rate": 2.031e-06, |
|
"loss": 0.6688, |
|
"step": 680 |
|
}, |
|
{ |
|
"epoch": 1.73, |
|
"learning_rate": 2.046e-06, |
|
"loss": 0.5958, |
|
"step": 685 |
|
}, |
|
{ |
|
"epoch": 1.74, |
|
"learning_rate": 2.061e-06, |
|
"loss": 0.5807, |
|
"step": 690 |
|
}, |
|
{ |
|
"epoch": 1.75, |
|
"learning_rate": 2.076e-06, |
|
"loss": 0.5991, |
|
"step": 695 |
|
}, |
|
{ |
|
"epoch": 1.77, |
|
"learning_rate": 2.091e-06, |
|
"loss": 0.5904, |
|
"step": 700 |
|
}, |
|
{ |
|
"epoch": 1.78, |
|
"learning_rate": 2.106e-06, |
|
"loss": 0.5715, |
|
"step": 705 |
|
}, |
|
{ |
|
"epoch": 1.79, |
|
"learning_rate": 2.121e-06, |
|
"loss": 0.563, |
|
"step": 710 |
|
}, |
|
{ |
|
"epoch": 1.8, |
|
"learning_rate": 2.136e-06, |
|
"loss": 0.6291, |
|
"step": 715 |
|
}, |
|
{ |
|
"epoch": 1.82, |
|
"learning_rate": 2.1510000000000002e-06, |
|
"loss": 0.5513, |
|
"step": 720 |
|
}, |
|
{ |
|
"epoch": 1.83, |
|
"learning_rate": 2.166e-06, |
|
"loss": 0.539, |
|
"step": 725 |
|
}, |
|
{ |
|
"epoch": 1.84, |
|
"learning_rate": 2.181e-06, |
|
"loss": 0.6234, |
|
"step": 730 |
|
}, |
|
{ |
|
"epoch": 1.85, |
|
"learning_rate": 2.1960000000000002e-06, |
|
"loss": 0.5196, |
|
"step": 735 |
|
}, |
|
{ |
|
"epoch": 1.87, |
|
"learning_rate": 2.211e-06, |
|
"loss": 0.5122, |
|
"step": 740 |
|
}, |
|
{ |
|
"epoch": 1.88, |
|
"learning_rate": 2.226e-06, |
|
"loss": 0.5331, |
|
"step": 745 |
|
}, |
|
{ |
|
"epoch": 1.89, |
|
"learning_rate": 2.2410000000000002e-06, |
|
"loss": 0.5276, |
|
"step": 750 |
|
}, |
|
{ |
|
"epoch": 1.89, |
|
"eval_cer": 0.11271790570897981, |
|
"eval_loss": 0.46866554021835327, |
|
"eval_runtime": 59.8626, |
|
"eval_samples_per_second": 42.23, |
|
"eval_steps_per_second": 1.186, |
|
"eval_wer": 0.41144506707420614, |
|
"step": 750 |
|
}, |
|
{ |
|
"epoch": 1.9, |
|
"learning_rate": 2.256e-06, |
|
"loss": 0.49, |
|
"step": 755 |
|
}, |
|
{ |
|
"epoch": 1.92, |
|
"learning_rate": 2.2710000000000004e-06, |
|
"loss": 0.4961, |
|
"step": 760 |
|
}, |
|
{ |
|
"epoch": 1.93, |
|
"learning_rate": 2.2860000000000002e-06, |
|
"loss": 0.5207, |
|
"step": 765 |
|
}, |
|
{ |
|
"epoch": 1.94, |
|
"learning_rate": 2.301e-06, |
|
"loss": 0.4767, |
|
"step": 770 |
|
}, |
|
{ |
|
"epoch": 1.95, |
|
"learning_rate": 2.3160000000000004e-06, |
|
"loss": 0.4761, |
|
"step": 775 |
|
}, |
|
{ |
|
"epoch": 1.97, |
|
"learning_rate": 2.3310000000000002e-06, |
|
"loss": 0.5454, |
|
"step": 780 |
|
}, |
|
{ |
|
"epoch": 1.98, |
|
"learning_rate": 2.346e-06, |
|
"loss": 0.4688, |
|
"step": 785 |
|
}, |
|
{ |
|
"epoch": 1.99, |
|
"learning_rate": 2.3610000000000003e-06, |
|
"loss": 0.4609, |
|
"step": 790 |
|
}, |
|
{ |
|
"epoch": 2.01, |
|
"learning_rate": 2.376e-06, |
|
"loss": 0.4967, |
|
"step": 795 |
|
}, |
|
{ |
|
"epoch": 2.02, |
|
"learning_rate": 2.391e-06, |
|
"loss": 0.4613, |
|
"step": 800 |
|
}, |
|
{ |
|
"epoch": 2.03, |
|
"learning_rate": 2.406e-06, |
|
"loss": 0.448, |
|
"step": 805 |
|
}, |
|
{ |
|
"epoch": 2.04, |
|
"learning_rate": 2.4209999999999998e-06, |
|
"loss": 0.5151, |
|
"step": 810 |
|
}, |
|
{ |
|
"epoch": 2.06, |
|
"learning_rate": 2.436e-06, |
|
"loss": 0.4411, |
|
"step": 815 |
|
}, |
|
{ |
|
"epoch": 2.07, |
|
"learning_rate": 2.451e-06, |
|
"loss": 0.43, |
|
"step": 820 |
|
}, |
|
{ |
|
"epoch": 2.08, |
|
"learning_rate": 2.4659999999999998e-06, |
|
"loss": 0.4318, |
|
"step": 825 |
|
}, |
|
{ |
|
"epoch": 2.09, |
|
"learning_rate": 2.481e-06, |
|
"loss": 0.4442, |
|
"step": 830 |
|
}, |
|
{ |
|
"epoch": 2.11, |
|
"learning_rate": 2.496e-06, |
|
"loss": 0.4014, |
|
"step": 835 |
|
}, |
|
{ |
|
"epoch": 2.12, |
|
"learning_rate": 2.5109999999999998e-06, |
|
"loss": 0.4062, |
|
"step": 840 |
|
}, |
|
{ |
|
"epoch": 2.13, |
|
"learning_rate": 2.526e-06, |
|
"loss": 0.4431, |
|
"step": 845 |
|
}, |
|
{ |
|
"epoch": 2.14, |
|
"learning_rate": 2.541e-06, |
|
"loss": 0.4057, |
|
"step": 850 |
|
}, |
|
{ |
|
"epoch": 2.16, |
|
"learning_rate": 2.556e-06, |
|
"loss": 0.3873, |
|
"step": 855 |
|
}, |
|
{ |
|
"epoch": 2.17, |
|
"learning_rate": 2.571e-06, |
|
"loss": 0.4497, |
|
"step": 860 |
|
}, |
|
{ |
|
"epoch": 2.18, |
|
"learning_rate": 2.586e-06, |
|
"loss": 0.3917, |
|
"step": 865 |
|
}, |
|
{ |
|
"epoch": 2.19, |
|
"learning_rate": 2.601e-06, |
|
"loss": 0.363, |
|
"step": 870 |
|
}, |
|
{ |
|
"epoch": 2.21, |
|
"learning_rate": 2.616e-06, |
|
"loss": 0.4173, |
|
"step": 875 |
|
}, |
|
{ |
|
"epoch": 2.22, |
|
"learning_rate": 2.631e-06, |
|
"loss": 0.4128, |
|
"step": 880 |
|
}, |
|
{ |
|
"epoch": 2.23, |
|
"learning_rate": 2.646e-06, |
|
"loss": 0.3761, |
|
"step": 885 |
|
}, |
|
{ |
|
"epoch": 2.24, |
|
"learning_rate": 2.661e-06, |
|
"loss": 0.3817, |
|
"step": 890 |
|
}, |
|
{ |
|
"epoch": 2.26, |
|
"learning_rate": 2.6760000000000003e-06, |
|
"loss": 0.4256, |
|
"step": 895 |
|
}, |
|
{ |
|
"epoch": 2.27, |
|
"learning_rate": 2.691e-06, |
|
"loss": 0.3778, |
|
"step": 900 |
|
}, |
|
{ |
|
"epoch": 2.28, |
|
"learning_rate": 2.706e-06, |
|
"loss": 0.3571, |
|
"step": 905 |
|
}, |
|
{ |
|
"epoch": 2.3, |
|
"learning_rate": 2.7210000000000003e-06, |
|
"loss": 0.4345, |
|
"step": 910 |
|
}, |
|
{ |
|
"epoch": 2.31, |
|
"learning_rate": 2.736e-06, |
|
"loss": 0.3557, |
|
"step": 915 |
|
}, |
|
{ |
|
"epoch": 2.32, |
|
"learning_rate": 2.751e-06, |
|
"loss": 0.3616, |
|
"step": 920 |
|
}, |
|
{ |
|
"epoch": 2.33, |
|
"learning_rate": 2.7660000000000003e-06, |
|
"loss": 0.3813, |
|
"step": 925 |
|
}, |
|
{ |
|
"epoch": 2.35, |
|
"learning_rate": 2.781e-06, |
|
"loss": 0.3828, |
|
"step": 930 |
|
}, |
|
{ |
|
"epoch": 2.36, |
|
"learning_rate": 2.7960000000000004e-06, |
|
"loss": 0.3234, |
|
"step": 935 |
|
}, |
|
{ |
|
"epoch": 2.37, |
|
"learning_rate": 2.8110000000000003e-06, |
|
"loss": 0.3353, |
|
"step": 940 |
|
}, |
|
{ |
|
"epoch": 2.38, |
|
"learning_rate": 2.826e-06, |
|
"loss": 0.3856, |
|
"step": 945 |
|
}, |
|
{ |
|
"epoch": 2.4, |
|
"learning_rate": 2.8410000000000004e-06, |
|
"loss": 0.3371, |
|
"step": 950 |
|
}, |
|
{ |
|
"epoch": 2.41, |
|
"learning_rate": 2.8560000000000003e-06, |
|
"loss": 0.316, |
|
"step": 955 |
|
}, |
|
{ |
|
"epoch": 2.42, |
|
"learning_rate": 2.8709999999999997e-06, |
|
"loss": 0.3904, |
|
"step": 960 |
|
}, |
|
{ |
|
"epoch": 2.43, |
|
"learning_rate": 2.886e-06, |
|
"loss": 0.3297, |
|
"step": 965 |
|
}, |
|
{ |
|
"epoch": 2.45, |
|
"learning_rate": 2.901e-06, |
|
"loss": 0.3163, |
|
"step": 970 |
|
}, |
|
{ |
|
"epoch": 2.46, |
|
"learning_rate": 2.916e-06, |
|
"loss": 0.3396, |
|
"step": 975 |
|
}, |
|
{ |
|
"epoch": 2.47, |
|
"learning_rate": 2.931e-06, |
|
"loss": 0.3422, |
|
"step": 980 |
|
}, |
|
{ |
|
"epoch": 2.48, |
|
"learning_rate": 2.946e-06, |
|
"loss": 0.3075, |
|
"step": 985 |
|
}, |
|
{ |
|
"epoch": 2.5, |
|
"learning_rate": 2.961e-06, |
|
"loss": 0.3132, |
|
"step": 990 |
|
}, |
|
{ |
|
"epoch": 2.51, |
|
"learning_rate": 2.976e-06, |
|
"loss": 0.3504, |
|
"step": 995 |
|
}, |
|
{ |
|
"epoch": 2.52, |
|
"learning_rate": 2.991e-06, |
|
"loss": 0.3313, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 2.52, |
|
"eval_cer": 0.065871922362667, |
|
"eval_loss": 0.287024587392807, |
|
"eval_runtime": 60.4937, |
|
"eval_samples_per_second": 41.789, |
|
"eval_steps_per_second": 1.174, |
|
"eval_wer": 0.2576838172864663, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 2.54, |
|
"learning_rate": 3.006e-06, |
|
"loss": 0.292, |
|
"step": 1005 |
|
}, |
|
{ |
|
"epoch": 2.55, |
|
"learning_rate": 3.0179999999999997e-06, |
|
"loss": 0.3656, |
|
"step": 1010 |
|
}, |
|
{ |
|
"epoch": 2.56, |
|
"learning_rate": 3.033e-06, |
|
"loss": 0.3029, |
|
"step": 1015 |
|
}, |
|
{ |
|
"epoch": 2.58, |
|
"learning_rate": 3.048e-06, |
|
"loss": 0.2976, |
|
"step": 1020 |
|
}, |
|
{ |
|
"epoch": 2.59, |
|
"learning_rate": 3.063e-06, |
|
"loss": 0.3674, |
|
"step": 1025 |
|
}, |
|
{ |
|
"epoch": 2.6, |
|
"learning_rate": 3.078e-06, |
|
"loss": 0.3063, |
|
"step": 1030 |
|
}, |
|
{ |
|
"epoch": 2.61, |
|
"learning_rate": 3.093e-06, |
|
"loss": 0.2821, |
|
"step": 1035 |
|
}, |
|
{ |
|
"epoch": 2.63, |
|
"learning_rate": 3.108e-06, |
|
"loss": 0.2804, |
|
"step": 1040 |
|
}, |
|
{ |
|
"epoch": 2.64, |
|
"learning_rate": 3.123e-06, |
|
"loss": 0.3475, |
|
"step": 1045 |
|
}, |
|
{ |
|
"epoch": 2.65, |
|
"learning_rate": 3.138e-06, |
|
"loss": 0.2895, |
|
"step": 1050 |
|
}, |
|
{ |
|
"epoch": 2.66, |
|
"learning_rate": 3.153e-06, |
|
"loss": 0.278, |
|
"step": 1055 |
|
}, |
|
{ |
|
"epoch": 2.68, |
|
"learning_rate": 3.168e-06, |
|
"loss": 0.3217, |
|
"step": 1060 |
|
}, |
|
{ |
|
"epoch": 2.69, |
|
"learning_rate": 3.1830000000000003e-06, |
|
"loss": 0.2822, |
|
"step": 1065 |
|
}, |
|
{ |
|
"epoch": 2.7, |
|
"learning_rate": 3.198e-06, |
|
"loss": 0.2736, |
|
"step": 1070 |
|
}, |
|
{ |
|
"epoch": 2.71, |
|
"learning_rate": 3.213e-06, |
|
"loss": 0.3326, |
|
"step": 1075 |
|
}, |
|
{ |
|
"epoch": 2.73, |
|
"learning_rate": 3.2280000000000003e-06, |
|
"loss": 0.2738, |
|
"step": 1080 |
|
}, |
|
{ |
|
"epoch": 2.74, |
|
"learning_rate": 3.243e-06, |
|
"loss": 0.2712, |
|
"step": 1085 |
|
}, |
|
{ |
|
"epoch": 2.75, |
|
"learning_rate": 3.258e-06, |
|
"loss": 0.2858, |
|
"step": 1090 |
|
}, |
|
{ |
|
"epoch": 2.76, |
|
"learning_rate": 3.2730000000000003e-06, |
|
"loss": 0.2962, |
|
"step": 1095 |
|
}, |
|
{ |
|
"epoch": 2.78, |
|
"learning_rate": 3.288e-06, |
|
"loss": 0.2485, |
|
"step": 1100 |
|
}, |
|
{ |
|
"epoch": 2.79, |
|
"learning_rate": 3.3030000000000004e-06, |
|
"loss": 0.2566, |
|
"step": 1105 |
|
}, |
|
{ |
|
"epoch": 2.8, |
|
"learning_rate": 3.315e-06, |
|
"loss": 0.2978, |
|
"step": 1110 |
|
}, |
|
{ |
|
"epoch": 2.81, |
|
"learning_rate": 3.3300000000000003e-06, |
|
"loss": 0.2629, |
|
"step": 1115 |
|
}, |
|
{ |
|
"epoch": 2.83, |
|
"learning_rate": 3.345e-06, |
|
"loss": 0.2559, |
|
"step": 1120 |
|
}, |
|
{ |
|
"epoch": 2.84, |
|
"learning_rate": 3.36e-06, |
|
"loss": 0.2628, |
|
"step": 1125 |
|
}, |
|
{ |
|
"epoch": 2.85, |
|
"learning_rate": 3.3750000000000003e-06, |
|
"loss": 0.2455, |
|
"step": 1130 |
|
}, |
|
{ |
|
"epoch": 2.87, |
|
"learning_rate": 3.39e-06, |
|
"loss": 0.2501, |
|
"step": 1135 |
|
}, |
|
{ |
|
"epoch": 2.88, |
|
"learning_rate": 3.405e-06, |
|
"loss": 0.265, |
|
"step": 1140 |
|
}, |
|
{ |
|
"epoch": 2.89, |
|
"learning_rate": 3.417e-06, |
|
"loss": 0.2922, |
|
"step": 1145 |
|
}, |
|
{ |
|
"epoch": 2.9, |
|
"learning_rate": 3.4320000000000003e-06, |
|
"loss": 0.2492, |
|
"step": 1150 |
|
}, |
|
{ |
|
"epoch": 2.92, |
|
"learning_rate": 3.447e-06, |
|
"loss": 0.2417, |
|
"step": 1155 |
|
}, |
|
{ |
|
"epoch": 2.93, |
|
"learning_rate": 3.462e-06, |
|
"loss": 0.27, |
|
"step": 1160 |
|
}, |
|
{ |
|
"epoch": 2.94, |
|
"learning_rate": 3.4770000000000003e-06, |
|
"loss": 0.2335, |
|
"step": 1165 |
|
}, |
|
{ |
|
"epoch": 2.95, |
|
"learning_rate": 3.492e-06, |
|
"loss": 0.2327, |
|
"step": 1170 |
|
}, |
|
{ |
|
"epoch": 2.97, |
|
"learning_rate": 3.507e-06, |
|
"loss": 0.2634, |
|
"step": 1175 |
|
}, |
|
{ |
|
"epoch": 2.98, |
|
"learning_rate": 3.5220000000000003e-06, |
|
"loss": 0.2389, |
|
"step": 1180 |
|
}, |
|
{ |
|
"epoch": 2.99, |
|
"learning_rate": 3.537e-06, |
|
"loss": 0.223, |
|
"step": 1185 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"learning_rate": 3.552e-06, |
|
"loss": 0.2773, |
|
"step": 1190 |
|
}, |
|
{ |
|
"epoch": 3.02, |
|
"learning_rate": 3.5670000000000003e-06, |
|
"loss": 0.2285, |
|
"step": 1195 |
|
}, |
|
{ |
|
"epoch": 3.03, |
|
"learning_rate": 3.582e-06, |
|
"loss": 0.2183, |
|
"step": 1200 |
|
}, |
|
{ |
|
"epoch": 3.04, |
|
"learning_rate": 3.5970000000000005e-06, |
|
"loss": 0.2967, |
|
"step": 1205 |
|
}, |
|
{ |
|
"epoch": 3.05, |
|
"learning_rate": 3.612e-06, |
|
"loss": 0.2179, |
|
"step": 1210 |
|
}, |
|
{ |
|
"epoch": 3.07, |
|
"learning_rate": 3.6269999999999997e-06, |
|
"loss": 0.231, |
|
"step": 1215 |
|
}, |
|
{ |
|
"epoch": 3.08, |
|
"learning_rate": 3.642e-06, |
|
"loss": 0.2366, |
|
"step": 1220 |
|
}, |
|
{ |
|
"epoch": 3.09, |
|
"learning_rate": 3.657e-06, |
|
"loss": 0.2462, |
|
"step": 1225 |
|
}, |
|
{ |
|
"epoch": 3.1, |
|
"learning_rate": 3.6719999999999997e-06, |
|
"loss": 0.2151, |
|
"step": 1230 |
|
}, |
|
{ |
|
"epoch": 3.12, |
|
"learning_rate": 3.687e-06, |
|
"loss": 0.2162, |
|
"step": 1235 |
|
}, |
|
{ |
|
"epoch": 3.13, |
|
"learning_rate": 3.702e-06, |
|
"loss": 0.2532, |
|
"step": 1240 |
|
}, |
|
{ |
|
"epoch": 3.14, |
|
"learning_rate": 3.717e-06, |
|
"loss": 0.2035, |
|
"step": 1245 |
|
}, |
|
{ |
|
"epoch": 3.16, |
|
"learning_rate": 3.732e-06, |
|
"loss": 0.2089, |
|
"step": 1250 |
|
}, |
|
{ |
|
"epoch": 3.16, |
|
"eval_cer": 0.044489706264102716, |
|
"eval_loss": 0.2078969031572342, |
|
"eval_runtime": 113.5687, |
|
"eval_samples_per_second": 22.26, |
|
"eval_steps_per_second": 0.625, |
|
"eval_wer": 0.17657921548650027, |
|
"step": 1250 |
|
}, |
|
{ |
|
"epoch": 3.17, |
|
"learning_rate": 3.747e-06, |
|
"loss": 0.2531, |
|
"step": 1255 |
|
}, |
|
{ |
|
"epoch": 3.18, |
|
"learning_rate": 3.7620000000000006e-06, |
|
"loss": 0.2165, |
|
"step": 1260 |
|
}, |
|
{ |
|
"epoch": 3.19, |
|
"learning_rate": 3.7770000000000004e-06, |
|
"loss": 0.212, |
|
"step": 1265 |
|
}, |
|
{ |
|
"epoch": 3.21, |
|
"learning_rate": 3.7920000000000003e-06, |
|
"loss": 0.2218, |
|
"step": 1270 |
|
}, |
|
{ |
|
"epoch": 3.22, |
|
"learning_rate": 3.8070000000000006e-06, |
|
"loss": 0.2297, |
|
"step": 1275 |
|
}, |
|
{ |
|
"epoch": 3.23, |
|
"learning_rate": 3.822000000000001e-06, |
|
"loss": 0.2095, |
|
"step": 1280 |
|
}, |
|
{ |
|
"epoch": 3.24, |
|
"learning_rate": 3.837000000000001e-06, |
|
"loss": 0.2028, |
|
"step": 1285 |
|
}, |
|
{ |
|
"epoch": 3.26, |
|
"learning_rate": 3.852e-06, |
|
"loss": 0.2619, |
|
"step": 1290 |
|
}, |
|
{ |
|
"epoch": 3.27, |
|
"learning_rate": 3.8669999999999996e-06, |
|
"loss": 0.1918, |
|
"step": 1295 |
|
}, |
|
{ |
|
"epoch": 3.28, |
|
"learning_rate": 3.8819999999999994e-06, |
|
"loss": 0.1945, |
|
"step": 1300 |
|
}, |
|
{ |
|
"epoch": 3.29, |
|
"learning_rate": 3.897e-06, |
|
"loss": 0.2347, |
|
"step": 1305 |
|
}, |
|
{ |
|
"epoch": 3.31, |
|
"learning_rate": 3.912e-06, |
|
"loss": 0.2111, |
|
"step": 1310 |
|
}, |
|
{ |
|
"epoch": 3.32, |
|
"learning_rate": 3.927e-06, |
|
"loss": 0.207, |
|
"step": 1315 |
|
}, |
|
{ |
|
"epoch": 3.33, |
|
"learning_rate": 3.942e-06, |
|
"loss": 0.2281, |
|
"step": 1320 |
|
}, |
|
{ |
|
"epoch": 3.34, |
|
"learning_rate": 3.9569999999999996e-06, |
|
"loss": 0.2334, |
|
"step": 1325 |
|
}, |
|
{ |
|
"epoch": 3.36, |
|
"learning_rate": 3.971999999999999e-06, |
|
"loss": 0.1804, |
|
"step": 1330 |
|
}, |
|
{ |
|
"epoch": 3.37, |
|
"learning_rate": 3.987e-06, |
|
"loss": 0.1943, |
|
"step": 1335 |
|
}, |
|
{ |
|
"epoch": 3.38, |
|
"learning_rate": 4.002e-06, |
|
"loss": 0.2298, |
|
"step": 1340 |
|
}, |
|
{ |
|
"epoch": 3.39, |
|
"learning_rate": 4.017e-06, |
|
"loss": 0.1911, |
|
"step": 1345 |
|
}, |
|
{ |
|
"epoch": 3.41, |
|
"learning_rate": 4.032e-06, |
|
"loss": 0.1967, |
|
"step": 1350 |
|
}, |
|
{ |
|
"epoch": 3.42, |
|
"learning_rate": 4.0469999999999995e-06, |
|
"loss": 0.2311, |
|
"step": 1355 |
|
}, |
|
{ |
|
"epoch": 3.43, |
|
"learning_rate": 4.062e-06, |
|
"loss": 0.201, |
|
"step": 1360 |
|
}, |
|
{ |
|
"epoch": 3.45, |
|
"learning_rate": 4.077e-06, |
|
"loss": 0.1956, |
|
"step": 1365 |
|
}, |
|
{ |
|
"epoch": 3.46, |
|
"learning_rate": 4.092e-06, |
|
"loss": 0.2068, |
|
"step": 1370 |
|
}, |
|
{ |
|
"epoch": 3.47, |
|
"learning_rate": 4.107e-06, |
|
"loss": 0.2211, |
|
"step": 1375 |
|
}, |
|
{ |
|
"epoch": 3.48, |
|
"learning_rate": 4.122e-06, |
|
"loss": 0.187, |
|
"step": 1380 |
|
}, |
|
{ |
|
"epoch": 3.5, |
|
"learning_rate": 4.137e-06, |
|
"loss": 0.1901, |
|
"step": 1385 |
|
}, |
|
{ |
|
"epoch": 3.51, |
|
"learning_rate": 4.152e-06, |
|
"loss": 0.2077, |
|
"step": 1390 |
|
}, |
|
{ |
|
"epoch": 3.52, |
|
"learning_rate": 4.167e-06, |
|
"loss": 0.1781, |
|
"step": 1395 |
|
}, |
|
{ |
|
"epoch": 3.53, |
|
"learning_rate": 4.182e-06, |
|
"loss": 0.1806, |
|
"step": 1400 |
|
}, |
|
{ |
|
"epoch": 3.55, |
|
"learning_rate": 4.197e-06, |
|
"loss": 0.2346, |
|
"step": 1405 |
|
}, |
|
{ |
|
"epoch": 3.56, |
|
"learning_rate": 4.212e-06, |
|
"loss": 0.1864, |
|
"step": 1410 |
|
}, |
|
{ |
|
"epoch": 3.57, |
|
"learning_rate": 4.227e-06, |
|
"loss": 0.1682, |
|
"step": 1415 |
|
}, |
|
{ |
|
"epoch": 3.58, |
|
"learning_rate": 4.242e-06, |
|
"loss": 0.1944, |
|
"step": 1420 |
|
}, |
|
{ |
|
"epoch": 3.6, |
|
"learning_rate": 4.257e-06, |
|
"loss": 0.2108, |
|
"step": 1425 |
|
}, |
|
{ |
|
"epoch": 3.61, |
|
"learning_rate": 4.272e-06, |
|
"loss": 0.1731, |
|
"step": 1430 |
|
}, |
|
{ |
|
"epoch": 3.62, |
|
"learning_rate": 4.287e-06, |
|
"loss": 0.1734, |
|
"step": 1435 |
|
}, |
|
{ |
|
"epoch": 3.63, |
|
"learning_rate": 4.3020000000000005e-06, |
|
"loss": 0.2366, |
|
"step": 1440 |
|
}, |
|
{ |
|
"epoch": 3.65, |
|
"learning_rate": 4.317e-06, |
|
"loss": 0.1858, |
|
"step": 1445 |
|
}, |
|
{ |
|
"epoch": 3.66, |
|
"learning_rate": 4.332e-06, |
|
"loss": 0.1837, |
|
"step": 1450 |
|
}, |
|
{ |
|
"epoch": 3.67, |
|
"learning_rate": 4.347e-06, |
|
"loss": 0.2047, |
|
"step": 1455 |
|
}, |
|
{ |
|
"epoch": 3.68, |
|
"learning_rate": 4.362e-06, |
|
"loss": 0.1838, |
|
"step": 1460 |
|
}, |
|
{ |
|
"epoch": 3.7, |
|
"learning_rate": 4.377e-06, |
|
"loss": 0.1684, |
|
"step": 1465 |
|
}, |
|
{ |
|
"epoch": 3.71, |
|
"learning_rate": 4.3920000000000005e-06, |
|
"loss": 0.1965, |
|
"step": 1470 |
|
}, |
|
{ |
|
"epoch": 3.72, |
|
"learning_rate": 4.407e-06, |
|
"loss": 0.2069, |
|
"step": 1475 |
|
}, |
|
{ |
|
"epoch": 3.74, |
|
"learning_rate": 4.422e-06, |
|
"loss": 0.1751, |
|
"step": 1480 |
|
}, |
|
{ |
|
"epoch": 3.75, |
|
"learning_rate": 4.437e-06, |
|
"loss": 0.1724, |
|
"step": 1485 |
|
}, |
|
{ |
|
"epoch": 3.76, |
|
"learning_rate": 4.452e-06, |
|
"loss": 0.2224, |
|
"step": 1490 |
|
}, |
|
{ |
|
"epoch": 3.77, |
|
"learning_rate": 4.467000000000001e-06, |
|
"loss": 0.1684, |
|
"step": 1495 |
|
}, |
|
{ |
|
"epoch": 3.79, |
|
"learning_rate": 4.4820000000000005e-06, |
|
"loss": 0.1634, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 3.79, |
|
"eval_cer": 0.03657820643383454, |
|
"eval_loss": 0.16873595118522644, |
|
"eval_runtime": 60.2617, |
|
"eval_samples_per_second": 41.95, |
|
"eval_steps_per_second": 1.178, |
|
"eval_wer": 0.14106809305484802, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 3.8, |
|
"learning_rate": 4.497e-06, |
|
"loss": 0.2137, |
|
"step": 1505 |
|
}, |
|
{ |
|
"epoch": 3.81, |
|
"learning_rate": 4.5089999999999995e-06, |
|
"loss": 0.1759, |
|
"step": 1510 |
|
}, |
|
{ |
|
"epoch": 3.82, |
|
"learning_rate": 4.524e-06, |
|
"loss": 0.1698, |
|
"step": 1515 |
|
}, |
|
{ |
|
"epoch": 3.84, |
|
"learning_rate": 4.539e-06, |
|
"loss": 0.1703, |
|
"step": 1520 |
|
}, |
|
{ |
|
"epoch": 3.85, |
|
"learning_rate": 4.554e-06, |
|
"loss": 0.1841, |
|
"step": 1525 |
|
}, |
|
{ |
|
"epoch": 3.86, |
|
"learning_rate": 4.569e-06, |
|
"loss": 0.1783, |
|
"step": 1530 |
|
}, |
|
{ |
|
"epoch": 3.87, |
|
"learning_rate": 4.584e-06, |
|
"loss": 0.1633, |
|
"step": 1535 |
|
}, |
|
{ |
|
"epoch": 3.89, |
|
"learning_rate": 4.5989999999999995e-06, |
|
"loss": 0.1839, |
|
"step": 1540 |
|
}, |
|
{ |
|
"epoch": 3.9, |
|
"learning_rate": 4.614e-06, |
|
"loss": 0.153, |
|
"step": 1545 |
|
}, |
|
{ |
|
"epoch": 3.91, |
|
"learning_rate": 4.629e-06, |
|
"loss": 0.1553, |
|
"step": 1550 |
|
}, |
|
{ |
|
"epoch": 3.92, |
|
"learning_rate": 4.644e-06, |
|
"loss": 0.1834, |
|
"step": 1555 |
|
}, |
|
{ |
|
"epoch": 3.94, |
|
"learning_rate": 4.659e-06, |
|
"loss": 0.1582, |
|
"step": 1560 |
|
}, |
|
{ |
|
"epoch": 3.95, |
|
"learning_rate": 4.674e-06, |
|
"loss": 0.1592, |
|
"step": 1565 |
|
}, |
|
{ |
|
"epoch": 3.96, |
|
"learning_rate": 4.689e-06, |
|
"loss": 0.1823, |
|
"step": 1570 |
|
}, |
|
{ |
|
"epoch": 3.97, |
|
"learning_rate": 4.704e-06, |
|
"loss": 0.1782, |
|
"step": 1575 |
|
}, |
|
{ |
|
"epoch": 3.99, |
|
"learning_rate": 4.719e-06, |
|
"loss": 0.1543, |
|
"step": 1580 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"learning_rate": 4.734e-06, |
|
"loss": 0.1943, |
|
"step": 1585 |
|
}, |
|
{ |
|
"epoch": 4.01, |
|
"learning_rate": 4.749e-06, |
|
"loss": 0.1491, |
|
"step": 1590 |
|
}, |
|
{ |
|
"epoch": 4.03, |
|
"learning_rate": 4.764e-06, |
|
"loss": 0.1656, |
|
"step": 1595 |
|
}, |
|
{ |
|
"epoch": 4.04, |
|
"learning_rate": 4.779e-06, |
|
"loss": 0.1507, |
|
"step": 1600 |
|
}, |
|
{ |
|
"epoch": 4.05, |
|
"learning_rate": 4.794e-06, |
|
"loss": 0.1589, |
|
"step": 1605 |
|
}, |
|
{ |
|
"epoch": 4.06, |
|
"learning_rate": 4.809e-06, |
|
"loss": 0.1443, |
|
"step": 1610 |
|
}, |
|
{ |
|
"epoch": 4.08, |
|
"learning_rate": 4.824e-06, |
|
"loss": 0.1487, |
|
"step": 1615 |
|
}, |
|
{ |
|
"epoch": 4.09, |
|
"learning_rate": 4.839e-06, |
|
"loss": 0.1766, |
|
"step": 1620 |
|
}, |
|
{ |
|
"epoch": 4.1, |
|
"learning_rate": 4.8540000000000005e-06, |
|
"loss": 0.1548, |
|
"step": 1625 |
|
}, |
|
{ |
|
"epoch": 4.11, |
|
"learning_rate": 4.869e-06, |
|
"loss": 0.1494, |
|
"step": 1630 |
|
}, |
|
{ |
|
"epoch": 4.13, |
|
"learning_rate": 4.884e-06, |
|
"loss": 0.1793, |
|
"step": 1635 |
|
}, |
|
{ |
|
"epoch": 4.14, |
|
"learning_rate": 4.899e-06, |
|
"loss": 0.1417, |
|
"step": 1640 |
|
}, |
|
{ |
|
"epoch": 4.15, |
|
"learning_rate": 4.914e-06, |
|
"loss": 0.1399, |
|
"step": 1645 |
|
}, |
|
{ |
|
"epoch": 4.16, |
|
"learning_rate": 4.929000000000001e-06, |
|
"loss": 0.166, |
|
"step": 1650 |
|
}, |
|
{ |
|
"epoch": 4.18, |
|
"learning_rate": 4.9440000000000004e-06, |
|
"loss": 0.1748, |
|
"step": 1655 |
|
}, |
|
{ |
|
"epoch": 4.19, |
|
"learning_rate": 4.959e-06, |
|
"loss": 0.1378, |
|
"step": 1660 |
|
}, |
|
{ |
|
"epoch": 4.2, |
|
"learning_rate": 4.974e-06, |
|
"loss": 0.144, |
|
"step": 1665 |
|
}, |
|
{ |
|
"epoch": 4.21, |
|
"learning_rate": 4.989e-06, |
|
"loss": 0.1794, |
|
"step": 1670 |
|
}, |
|
{ |
|
"epoch": 4.23, |
|
"learning_rate": 5.004e-06, |
|
"loss": 0.146, |
|
"step": 1675 |
|
}, |
|
{ |
|
"epoch": 4.24, |
|
"learning_rate": 5.0190000000000006e-06, |
|
"loss": 0.141, |
|
"step": 1680 |
|
}, |
|
{ |
|
"epoch": 4.25, |
|
"learning_rate": 5.034e-06, |
|
"loss": 0.1757, |
|
"step": 1685 |
|
}, |
|
{ |
|
"epoch": 4.26, |
|
"learning_rate": 5.049e-06, |
|
"loss": 0.1423, |
|
"step": 1690 |
|
}, |
|
{ |
|
"epoch": 4.28, |
|
"learning_rate": 5.064e-06, |
|
"loss": 0.1414, |
|
"step": 1695 |
|
}, |
|
{ |
|
"epoch": 4.29, |
|
"learning_rate": 5.079e-06, |
|
"loss": 0.1556, |
|
"step": 1700 |
|
}, |
|
{ |
|
"epoch": 4.3, |
|
"learning_rate": 5.094000000000001e-06, |
|
"loss": 0.1599, |
|
"step": 1705 |
|
}, |
|
{ |
|
"epoch": 4.32, |
|
"learning_rate": 5.1090000000000006e-06, |
|
"loss": 0.1436, |
|
"step": 1710 |
|
}, |
|
{ |
|
"epoch": 4.33, |
|
"learning_rate": 5.124e-06, |
|
"loss": 0.1346, |
|
"step": 1715 |
|
}, |
|
{ |
|
"epoch": 4.34, |
|
"learning_rate": 5.139e-06, |
|
"loss": 0.1702, |
|
"step": 1720 |
|
}, |
|
{ |
|
"epoch": 4.35, |
|
"learning_rate": 5.154e-06, |
|
"loss": 0.1397, |
|
"step": 1725 |
|
}, |
|
{ |
|
"epoch": 4.37, |
|
"learning_rate": 5.169e-06, |
|
"loss": 0.1373, |
|
"step": 1730 |
|
}, |
|
{ |
|
"epoch": 4.38, |
|
"learning_rate": 5.184000000000001e-06, |
|
"loss": 0.1929, |
|
"step": 1735 |
|
}, |
|
{ |
|
"epoch": 4.39, |
|
"learning_rate": 5.1990000000000005e-06, |
|
"loss": 0.1426, |
|
"step": 1740 |
|
}, |
|
{ |
|
"epoch": 4.4, |
|
"learning_rate": 5.214e-06, |
|
"loss": 0.1481, |
|
"step": 1745 |
|
}, |
|
{ |
|
"epoch": 4.42, |
|
"learning_rate": 5.229e-06, |
|
"loss": 0.163, |
|
"step": 1750 |
|
}, |
|
{ |
|
"epoch": 4.42, |
|
"eval_cer": 0.029768965035244312, |
|
"eval_loss": 0.1489591896533966, |
|
"eval_runtime": 60.6618, |
|
"eval_samples_per_second": 41.674, |
|
"eval_steps_per_second": 1.17, |
|
"eval_wer": 0.1163397860417728, |
|
"step": 1750 |
|
}, |
|
{ |
|
"epoch": 4.43, |
|
"learning_rate": 5.244e-06, |
|
"loss": 0.1816, |
|
"step": 1755 |
|
}, |
|
{ |
|
"epoch": 4.44, |
|
"learning_rate": 5.259000000000001e-06, |
|
"loss": 0.1444, |
|
"step": 1760 |
|
}, |
|
{ |
|
"epoch": 4.45, |
|
"learning_rate": 5.274000000000001e-06, |
|
"loss": 0.1423, |
|
"step": 1765 |
|
}, |
|
{ |
|
"epoch": 4.47, |
|
"learning_rate": 5.2890000000000005e-06, |
|
"loss": 0.1605, |
|
"step": 1770 |
|
}, |
|
{ |
|
"epoch": 4.48, |
|
"learning_rate": 5.304e-06, |
|
"loss": 0.1355, |
|
"step": 1775 |
|
}, |
|
{ |
|
"epoch": 4.49, |
|
"learning_rate": 5.319e-06, |
|
"loss": 0.1401, |
|
"step": 1780 |
|
}, |
|
{ |
|
"epoch": 4.5, |
|
"learning_rate": 5.334000000000001e-06, |
|
"loss": 0.1593, |
|
"step": 1785 |
|
}, |
|
{ |
|
"epoch": 4.52, |
|
"learning_rate": 5.349e-06, |
|
"loss": 0.1361, |
|
"step": 1790 |
|
}, |
|
{ |
|
"epoch": 4.53, |
|
"learning_rate": 5.364e-06, |
|
"loss": 0.1363, |
|
"step": 1795 |
|
}, |
|
{ |
|
"epoch": 4.54, |
|
"learning_rate": 5.379e-06, |
|
"loss": 0.1527, |
|
"step": 1800 |
|
}, |
|
{ |
|
"epoch": 4.55, |
|
"learning_rate": 5.3939999999999995e-06, |
|
"loss": 0.1645, |
|
"step": 1805 |
|
}, |
|
{ |
|
"epoch": 4.57, |
|
"learning_rate": 5.408999999999999e-06, |
|
"loss": 0.1285, |
|
"step": 1810 |
|
}, |
|
{ |
|
"epoch": 4.58, |
|
"learning_rate": 5.424e-06, |
|
"loss": 0.1366, |
|
"step": 1815 |
|
}, |
|
{ |
|
"epoch": 4.59, |
|
"learning_rate": 5.439e-06, |
|
"loss": 0.1808, |
|
"step": 1820 |
|
}, |
|
{ |
|
"epoch": 4.61, |
|
"learning_rate": 5.454e-06, |
|
"loss": 0.1428, |
|
"step": 1825 |
|
}, |
|
{ |
|
"epoch": 4.62, |
|
"learning_rate": 5.469e-06, |
|
"loss": 0.1314, |
|
"step": 1830 |
|
}, |
|
{ |
|
"epoch": 4.63, |
|
"learning_rate": 5.4839999999999995e-06, |
|
"loss": 0.1479, |
|
"step": 1835 |
|
}, |
|
{ |
|
"epoch": 4.64, |
|
"learning_rate": 5.499e-06, |
|
"loss": 0.135, |
|
"step": 1840 |
|
}, |
|
{ |
|
"epoch": 4.66, |
|
"learning_rate": 5.514e-06, |
|
"loss": 0.1253, |
|
"step": 1845 |
|
}, |
|
{ |
|
"epoch": 4.67, |
|
"learning_rate": 5.529e-06, |
|
"loss": 0.13, |
|
"step": 1850 |
|
}, |
|
{ |
|
"epoch": 4.68, |
|
"learning_rate": 5.544e-06, |
|
"loss": 0.1484, |
|
"step": 1855 |
|
}, |
|
{ |
|
"epoch": 4.69, |
|
"learning_rate": 5.559e-06, |
|
"loss": 0.1201, |
|
"step": 1860 |
|
}, |
|
{ |
|
"epoch": 4.71, |
|
"learning_rate": 5.574e-06, |
|
"loss": 0.1263, |
|
"step": 1865 |
|
}, |
|
{ |
|
"epoch": 4.72, |
|
"learning_rate": 5.589e-06, |
|
"loss": 0.1493, |
|
"step": 1870 |
|
}, |
|
{ |
|
"epoch": 4.73, |
|
"learning_rate": 5.604e-06, |
|
"loss": 0.1276, |
|
"step": 1875 |
|
}, |
|
{ |
|
"epoch": 4.74, |
|
"learning_rate": 5.619e-06, |
|
"loss": 0.1236, |
|
"step": 1880 |
|
}, |
|
{ |
|
"epoch": 4.76, |
|
"learning_rate": 5.634e-06, |
|
"loss": 0.1718, |
|
"step": 1885 |
|
}, |
|
{ |
|
"epoch": 4.77, |
|
"learning_rate": 5.649e-06, |
|
"loss": 0.1292, |
|
"step": 1890 |
|
}, |
|
{ |
|
"epoch": 4.78, |
|
"learning_rate": 5.664e-06, |
|
"loss": 0.1175, |
|
"step": 1895 |
|
}, |
|
{ |
|
"epoch": 4.79, |
|
"learning_rate": 5.679e-06, |
|
"loss": 0.1317, |
|
"step": 1900 |
|
}, |
|
{ |
|
"epoch": 4.81, |
|
"learning_rate": 5.694e-06, |
|
"loss": 0.1412, |
|
"step": 1905 |
|
}, |
|
{ |
|
"epoch": 4.82, |
|
"learning_rate": 5.709e-06, |
|
"loss": 0.1222, |
|
"step": 1910 |
|
}, |
|
{ |
|
"epoch": 4.83, |
|
"learning_rate": 5.724e-06, |
|
"loss": 0.1193, |
|
"step": 1915 |
|
}, |
|
{ |
|
"epoch": 4.84, |
|
"learning_rate": 5.7390000000000004e-06, |
|
"loss": 0.16, |
|
"step": 1920 |
|
}, |
|
{ |
|
"epoch": 4.86, |
|
"learning_rate": 5.754e-06, |
|
"loss": 0.1228, |
|
"step": 1925 |
|
}, |
|
{ |
|
"epoch": 4.87, |
|
"learning_rate": 5.769e-06, |
|
"loss": 0.1195, |
|
"step": 1930 |
|
}, |
|
{ |
|
"epoch": 4.88, |
|
"learning_rate": 5.784e-06, |
|
"loss": 0.1608, |
|
"step": 1935 |
|
}, |
|
{ |
|
"epoch": 4.9, |
|
"learning_rate": 5.799e-06, |
|
"loss": 0.1234, |
|
"step": 1940 |
|
}, |
|
{ |
|
"epoch": 4.91, |
|
"learning_rate": 5.814e-06, |
|
"loss": 0.1265, |
|
"step": 1945 |
|
}, |
|
{ |
|
"epoch": 4.92, |
|
"learning_rate": 5.8290000000000004e-06, |
|
"loss": 0.1431, |
|
"step": 1950 |
|
}, |
|
{ |
|
"epoch": 4.93, |
|
"learning_rate": 5.844e-06, |
|
"loss": 0.1366, |
|
"step": 1955 |
|
}, |
|
{ |
|
"epoch": 4.95, |
|
"learning_rate": 5.859e-06, |
|
"loss": 0.1091, |
|
"step": 1960 |
|
}, |
|
{ |
|
"epoch": 4.96, |
|
"learning_rate": 5.874e-06, |
|
"loss": 0.139, |
|
"step": 1965 |
|
}, |
|
{ |
|
"epoch": 4.97, |
|
"learning_rate": 5.886000000000001e-06, |
|
"loss": 0.1726, |
|
"step": 1970 |
|
}, |
|
{ |
|
"epoch": 4.98, |
|
"learning_rate": 5.901000000000001e-06, |
|
"loss": 0.1148, |
|
"step": 1975 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"learning_rate": 5.916e-06, |
|
"loss": 0.1296, |
|
"step": 1980 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"step": 1980, |
|
"total_flos": 5.2867996741439324e+19, |
|
"train_loss": 0.09581804365822763, |
|
"train_runtime": 4900.8909, |
|
"train_samples_per_second": 29.115, |
|
"train_steps_per_second": 0.404 |
|
} |
|
], |
|
"logging_steps": 5, |
|
"max_steps": 1980, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 5, |
|
"save_steps": 500, |
|
"total_flos": 5.2867996741439324e+19, |
|
"train_batch_size": 12, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|