|
{ |
|
"best_metric": 10.033263447357072, |
|
"best_model_checkpoint": "./checkpoint-3000", |
|
"epoch": 3.187, |
|
"global_step": 3000, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.01, |
|
"learning_rate": 4.6000000000000004e-07, |
|
"loss": 0.9908, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 0.02, |
|
"learning_rate": 9.600000000000001e-07, |
|
"loss": 0.8221, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.03, |
|
"learning_rate": 1.46e-06, |
|
"loss": 0.4645, |
|
"step": 75 |
|
}, |
|
{ |
|
"epoch": 0.03, |
|
"learning_rate": 1.9600000000000003e-06, |
|
"loss": 0.3184, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 0.04, |
|
"learning_rate": 2.46e-06, |
|
"loss": 0.2405, |
|
"step": 125 |
|
}, |
|
{ |
|
"epoch": 0.05, |
|
"learning_rate": 2.96e-06, |
|
"loss": 0.2118, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 0.06, |
|
"learning_rate": 3.46e-06, |
|
"loss": 0.1716, |
|
"step": 175 |
|
}, |
|
{ |
|
"epoch": 0.07, |
|
"learning_rate": 3.96e-06, |
|
"loss": 0.1416, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 0.07, |
|
"learning_rate": 4.4600000000000005e-06, |
|
"loss": 0.1445, |
|
"step": 225 |
|
}, |
|
{ |
|
"epoch": 0.08, |
|
"learning_rate": 4.960000000000001e-06, |
|
"loss": 0.1076, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 0.09, |
|
"learning_rate": 5.460000000000001e-06, |
|
"loss": 0.0923, |
|
"step": 275 |
|
}, |
|
{ |
|
"epoch": 0.1, |
|
"learning_rate": 5.9600000000000005e-06, |
|
"loss": 0.0711, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 0.11, |
|
"learning_rate": 6.460000000000001e-06, |
|
"loss": 0.077, |
|
"step": 325 |
|
}, |
|
{ |
|
"epoch": 0.12, |
|
"learning_rate": 6.96e-06, |
|
"loss": 0.0675, |
|
"step": 350 |
|
}, |
|
{ |
|
"epoch": 0.12, |
|
"learning_rate": 7.4600000000000006e-06, |
|
"loss": 0.0601, |
|
"step": 375 |
|
}, |
|
{ |
|
"epoch": 0.13, |
|
"learning_rate": 7.960000000000002e-06, |
|
"loss": 0.0573, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 0.14, |
|
"learning_rate": 8.46e-06, |
|
"loss": 0.0411, |
|
"step": 425 |
|
}, |
|
{ |
|
"epoch": 0.15, |
|
"learning_rate": 8.96e-06, |
|
"loss": 0.0359, |
|
"step": 450 |
|
}, |
|
{ |
|
"epoch": 0.16, |
|
"learning_rate": 9.460000000000001e-06, |
|
"loss": 0.0322, |
|
"step": 475 |
|
}, |
|
{ |
|
"epoch": 0.17, |
|
"learning_rate": 9.960000000000001e-06, |
|
"loss": 0.0391, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 0.17, |
|
"learning_rate": 9.908e-06, |
|
"loss": 0.0445, |
|
"step": 525 |
|
}, |
|
{ |
|
"epoch": 0.18, |
|
"learning_rate": 9.808000000000002e-06, |
|
"loss": 0.0427, |
|
"step": 550 |
|
}, |
|
{ |
|
"epoch": 0.19, |
|
"learning_rate": 9.708000000000001e-06, |
|
"loss": 0.0385, |
|
"step": 575 |
|
}, |
|
{ |
|
"epoch": 0.2, |
|
"learning_rate": 9.608e-06, |
|
"loss": 0.0449, |
|
"step": 600 |
|
}, |
|
{ |
|
"epoch": 0.21, |
|
"learning_rate": 9.508000000000001e-06, |
|
"loss": 0.0432, |
|
"step": 625 |
|
}, |
|
{ |
|
"epoch": 0.22, |
|
"learning_rate": 9.408e-06, |
|
"loss": 0.0412, |
|
"step": 650 |
|
}, |
|
{ |
|
"epoch": 0.23, |
|
"learning_rate": 9.308e-06, |
|
"loss": 0.0389, |
|
"step": 675 |
|
}, |
|
{ |
|
"epoch": 0.23, |
|
"learning_rate": 9.208e-06, |
|
"loss": 0.0339, |
|
"step": 700 |
|
}, |
|
{ |
|
"epoch": 0.24, |
|
"learning_rate": 9.108000000000002e-06, |
|
"loss": 0.0319, |
|
"step": 725 |
|
}, |
|
{ |
|
"epoch": 0.25, |
|
"learning_rate": 9.008e-06, |
|
"loss": 0.0274, |
|
"step": 750 |
|
}, |
|
{ |
|
"epoch": 0.26, |
|
"learning_rate": 8.908000000000002e-06, |
|
"loss": 0.034, |
|
"step": 775 |
|
}, |
|
{ |
|
"epoch": 0.27, |
|
"learning_rate": 8.808000000000001e-06, |
|
"loss": 0.0378, |
|
"step": 800 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"learning_rate": 8.708e-06, |
|
"loss": 0.0401, |
|
"step": 825 |
|
}, |
|
{ |
|
"epoch": 1.01, |
|
"learning_rate": 8.608000000000001e-06, |
|
"loss": 0.0465, |
|
"step": 850 |
|
}, |
|
{ |
|
"epoch": 1.02, |
|
"learning_rate": 8.508e-06, |
|
"loss": 0.0424, |
|
"step": 875 |
|
}, |
|
{ |
|
"epoch": 1.03, |
|
"learning_rate": 8.408e-06, |
|
"loss": 0.0301, |
|
"step": 900 |
|
}, |
|
{ |
|
"epoch": 1.04, |
|
"learning_rate": 8.308e-06, |
|
"loss": 0.0299, |
|
"step": 925 |
|
}, |
|
{ |
|
"epoch": 1.05, |
|
"learning_rate": 8.208e-06, |
|
"loss": 0.0319, |
|
"step": 950 |
|
}, |
|
{ |
|
"epoch": 1.05, |
|
"learning_rate": 8.108000000000001e-06, |
|
"loss": 0.0257, |
|
"step": 975 |
|
}, |
|
{ |
|
"epoch": 1.06, |
|
"learning_rate": 8.008e-06, |
|
"loss": 0.0241, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 1.06, |
|
"eval_loss": 0.19960933923721313, |
|
"eval_runtime": 30342.5121, |
|
"eval_samples_per_second": 0.669, |
|
"eval_steps_per_second": 0.021, |
|
"eval_wer": 10.454287312492793, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 1.07, |
|
"learning_rate": 7.908e-06, |
|
"loss": 0.0293, |
|
"step": 1025 |
|
}, |
|
{ |
|
"epoch": 1.08, |
|
"learning_rate": 7.808e-06, |
|
"loss": 0.0239, |
|
"step": 1050 |
|
}, |
|
{ |
|
"epoch": 1.09, |
|
"learning_rate": 7.708000000000001e-06, |
|
"loss": 0.0258, |
|
"step": 1075 |
|
}, |
|
{ |
|
"epoch": 1.1, |
|
"learning_rate": 7.608000000000001e-06, |
|
"loss": 0.0197, |
|
"step": 1100 |
|
}, |
|
{ |
|
"epoch": 1.1, |
|
"learning_rate": 7.508000000000001e-06, |
|
"loss": 0.0197, |
|
"step": 1125 |
|
}, |
|
{ |
|
"epoch": 1.11, |
|
"learning_rate": 7.408000000000001e-06, |
|
"loss": 0.0242, |
|
"step": 1150 |
|
}, |
|
{ |
|
"epoch": 1.12, |
|
"learning_rate": 7.308000000000001e-06, |
|
"loss": 0.0197, |
|
"step": 1175 |
|
}, |
|
{ |
|
"epoch": 1.13, |
|
"learning_rate": 7.208e-06, |
|
"loss": 0.019, |
|
"step": 1200 |
|
}, |
|
{ |
|
"epoch": 1.14, |
|
"learning_rate": 7.108e-06, |
|
"loss": 0.0149, |
|
"step": 1225 |
|
}, |
|
{ |
|
"epoch": 1.15, |
|
"learning_rate": 7.0080000000000005e-06, |
|
"loss": 0.013, |
|
"step": 1250 |
|
}, |
|
{ |
|
"epoch": 1.15, |
|
"learning_rate": 6.908000000000001e-06, |
|
"loss": 0.0106, |
|
"step": 1275 |
|
}, |
|
{ |
|
"epoch": 1.16, |
|
"learning_rate": 6.808e-06, |
|
"loss": 0.0101, |
|
"step": 1300 |
|
}, |
|
{ |
|
"epoch": 1.17, |
|
"learning_rate": 6.708e-06, |
|
"loss": 0.0156, |
|
"step": 1325 |
|
}, |
|
{ |
|
"epoch": 1.18, |
|
"learning_rate": 6.608000000000001e-06, |
|
"loss": 0.0151, |
|
"step": 1350 |
|
}, |
|
{ |
|
"epoch": 1.19, |
|
"learning_rate": 6.508000000000001e-06, |
|
"loss": 0.017, |
|
"step": 1375 |
|
}, |
|
{ |
|
"epoch": 1.2, |
|
"learning_rate": 6.408000000000001e-06, |
|
"loss": 0.015, |
|
"step": 1400 |
|
}, |
|
{ |
|
"epoch": 1.2, |
|
"learning_rate": 6.308e-06, |
|
"loss": 0.0151, |
|
"step": 1425 |
|
}, |
|
{ |
|
"epoch": 1.21, |
|
"learning_rate": 6.2080000000000005e-06, |
|
"loss": 0.0162, |
|
"step": 1450 |
|
}, |
|
{ |
|
"epoch": 1.22, |
|
"learning_rate": 6.108000000000001e-06, |
|
"loss": 0.0131, |
|
"step": 1475 |
|
}, |
|
{ |
|
"epoch": 1.23, |
|
"learning_rate": 6.008000000000001e-06, |
|
"loss": 0.0127, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 1.24, |
|
"learning_rate": 5.908e-06, |
|
"loss": 0.011, |
|
"step": 1525 |
|
}, |
|
{ |
|
"epoch": 1.25, |
|
"learning_rate": 5.808e-06, |
|
"loss": 0.0103, |
|
"step": 1550 |
|
}, |
|
{ |
|
"epoch": 1.25, |
|
"learning_rate": 5.708e-06, |
|
"loss": 0.0103, |
|
"step": 1575 |
|
}, |
|
{ |
|
"epoch": 1.26, |
|
"learning_rate": 5.608e-06, |
|
"loss": 0.015, |
|
"step": 1600 |
|
}, |
|
{ |
|
"epoch": 1.27, |
|
"learning_rate": 5.508e-06, |
|
"loss": 0.0167, |
|
"step": 1625 |
|
}, |
|
{ |
|
"epoch": 2.01, |
|
"learning_rate": 5.408e-06, |
|
"loss": 0.015, |
|
"step": 1650 |
|
}, |
|
{ |
|
"epoch": 2.02, |
|
"learning_rate": 5.308000000000001e-06, |
|
"loss": 0.017, |
|
"step": 1675 |
|
}, |
|
{ |
|
"epoch": 2.02, |
|
"learning_rate": 5.208000000000001e-06, |
|
"loss": 0.0152, |
|
"step": 1700 |
|
}, |
|
{ |
|
"epoch": 2.03, |
|
"learning_rate": 5.108000000000001e-06, |
|
"loss": 0.0144, |
|
"step": 1725 |
|
}, |
|
{ |
|
"epoch": 2.04, |
|
"learning_rate": 5.008000000000001e-06, |
|
"loss": 0.0146, |
|
"step": 1750 |
|
}, |
|
{ |
|
"epoch": 2.05, |
|
"learning_rate": 4.908e-06, |
|
"loss": 0.0128, |
|
"step": 1775 |
|
}, |
|
{ |
|
"epoch": 2.06, |
|
"learning_rate": 4.808e-06, |
|
"loss": 0.0134, |
|
"step": 1800 |
|
}, |
|
{ |
|
"epoch": 2.07, |
|
"learning_rate": 4.7080000000000005e-06, |
|
"loss": 0.011, |
|
"step": 1825 |
|
}, |
|
{ |
|
"epoch": 2.07, |
|
"learning_rate": 4.608000000000001e-06, |
|
"loss": 0.0115, |
|
"step": 1850 |
|
}, |
|
{ |
|
"epoch": 2.08, |
|
"learning_rate": 4.508e-06, |
|
"loss": 0.0106, |
|
"step": 1875 |
|
}, |
|
{ |
|
"epoch": 2.09, |
|
"learning_rate": 4.408000000000001e-06, |
|
"loss": 0.01, |
|
"step": 1900 |
|
}, |
|
{ |
|
"epoch": 2.1, |
|
"learning_rate": 4.308000000000001e-06, |
|
"loss": 0.0085, |
|
"step": 1925 |
|
}, |
|
{ |
|
"epoch": 2.11, |
|
"learning_rate": 4.208e-06, |
|
"loss": 0.0097, |
|
"step": 1950 |
|
}, |
|
{ |
|
"epoch": 2.12, |
|
"learning_rate": 4.108e-06, |
|
"loss": 0.0108, |
|
"step": 1975 |
|
}, |
|
{ |
|
"epoch": 2.12, |
|
"learning_rate": 4.008e-06, |
|
"loss": 0.009, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 2.12, |
|
"eval_loss": 0.2155761867761612, |
|
"eval_runtime": 30652.225, |
|
"eval_samples_per_second": 0.662, |
|
"eval_steps_per_second": 0.021, |
|
"eval_wer": 10.1152478105478, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 2.13, |
|
"learning_rate": 3.9080000000000005e-06, |
|
"loss": 0.0075, |
|
"step": 2025 |
|
}, |
|
{ |
|
"epoch": 2.14, |
|
"learning_rate": 3.8080000000000006e-06, |
|
"loss": 0.0062, |
|
"step": 2050 |
|
}, |
|
{ |
|
"epoch": 2.15, |
|
"learning_rate": 3.7080000000000003e-06, |
|
"loss": 0.0056, |
|
"step": 2075 |
|
}, |
|
{ |
|
"epoch": 2.16, |
|
"learning_rate": 3.6080000000000004e-06, |
|
"loss": 0.0047, |
|
"step": 2100 |
|
}, |
|
{ |
|
"epoch": 2.17, |
|
"learning_rate": 3.508e-06, |
|
"loss": 0.0066, |
|
"step": 2125 |
|
}, |
|
{ |
|
"epoch": 2.17, |
|
"learning_rate": 3.4080000000000002e-06, |
|
"loss": 0.0078, |
|
"step": 2150 |
|
}, |
|
{ |
|
"epoch": 2.18, |
|
"learning_rate": 3.308e-06, |
|
"loss": 0.0086, |
|
"step": 2175 |
|
}, |
|
{ |
|
"epoch": 2.19, |
|
"learning_rate": 3.208e-06, |
|
"loss": 0.0085, |
|
"step": 2200 |
|
}, |
|
{ |
|
"epoch": 2.2, |
|
"learning_rate": 3.1080000000000006e-06, |
|
"loss": 0.008, |
|
"step": 2225 |
|
}, |
|
{ |
|
"epoch": 2.21, |
|
"learning_rate": 3.0080000000000003e-06, |
|
"loss": 0.007, |
|
"step": 2250 |
|
}, |
|
{ |
|
"epoch": 2.22, |
|
"learning_rate": 2.9080000000000004e-06, |
|
"loss": 0.0064, |
|
"step": 2275 |
|
}, |
|
{ |
|
"epoch": 2.22, |
|
"learning_rate": 2.808e-06, |
|
"loss": 0.0057, |
|
"step": 2300 |
|
}, |
|
{ |
|
"epoch": 2.23, |
|
"learning_rate": 2.708e-06, |
|
"loss": 0.0054, |
|
"step": 2325 |
|
}, |
|
{ |
|
"epoch": 2.24, |
|
"learning_rate": 2.608e-06, |
|
"loss": 0.0054, |
|
"step": 2350 |
|
}, |
|
{ |
|
"epoch": 2.25, |
|
"learning_rate": 2.5080000000000004e-06, |
|
"loss": 0.0044, |
|
"step": 2375 |
|
}, |
|
{ |
|
"epoch": 2.26, |
|
"learning_rate": 2.408e-06, |
|
"loss": 0.006, |
|
"step": 2400 |
|
}, |
|
{ |
|
"epoch": 2.27, |
|
"learning_rate": 2.308e-06, |
|
"loss": 0.0078, |
|
"step": 2425 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"learning_rate": 2.2080000000000003e-06, |
|
"loss": 0.0076, |
|
"step": 2450 |
|
}, |
|
{ |
|
"epoch": 3.01, |
|
"learning_rate": 2.108e-06, |
|
"loss": 0.0075, |
|
"step": 2475 |
|
}, |
|
{ |
|
"epoch": 3.02, |
|
"learning_rate": 2.008e-06, |
|
"loss": 0.0094, |
|
"step": 2500 |
|
}, |
|
{ |
|
"epoch": 3.03, |
|
"learning_rate": 1.908e-06, |
|
"loss": 0.0079, |
|
"step": 2525 |
|
}, |
|
{ |
|
"epoch": 3.04, |
|
"learning_rate": 1.808e-06, |
|
"loss": 0.0075, |
|
"step": 2550 |
|
}, |
|
{ |
|
"epoch": 3.05, |
|
"learning_rate": 1.7080000000000002e-06, |
|
"loss": 0.0074, |
|
"step": 2575 |
|
}, |
|
{ |
|
"epoch": 3.05, |
|
"learning_rate": 1.608e-06, |
|
"loss": 0.0079, |
|
"step": 2600 |
|
}, |
|
{ |
|
"epoch": 3.06, |
|
"learning_rate": 1.508e-06, |
|
"loss": 0.007, |
|
"step": 2625 |
|
}, |
|
{ |
|
"epoch": 3.07, |
|
"learning_rate": 1.4080000000000001e-06, |
|
"loss": 0.0047, |
|
"step": 2650 |
|
}, |
|
{ |
|
"epoch": 3.08, |
|
"learning_rate": 1.308e-06, |
|
"loss": 0.0062, |
|
"step": 2675 |
|
}, |
|
{ |
|
"epoch": 3.09, |
|
"learning_rate": 1.2080000000000001e-06, |
|
"loss": 0.0042, |
|
"step": 2700 |
|
}, |
|
{ |
|
"epoch": 3.1, |
|
"learning_rate": 1.108e-06, |
|
"loss": 0.005, |
|
"step": 2725 |
|
}, |
|
{ |
|
"epoch": 3.1, |
|
"learning_rate": 1.0080000000000001e-06, |
|
"loss": 0.0042, |
|
"step": 2750 |
|
}, |
|
{ |
|
"epoch": 3.11, |
|
"learning_rate": 9.080000000000001e-07, |
|
"loss": 0.0048, |
|
"step": 2775 |
|
}, |
|
{ |
|
"epoch": 3.12, |
|
"learning_rate": 8.08e-07, |
|
"loss": 0.0041, |
|
"step": 2800 |
|
}, |
|
{ |
|
"epoch": 3.13, |
|
"learning_rate": 7.08e-07, |
|
"loss": 0.0038, |
|
"step": 2825 |
|
}, |
|
{ |
|
"epoch": 3.14, |
|
"learning_rate": 6.08e-07, |
|
"loss": 0.0026, |
|
"step": 2850 |
|
}, |
|
{ |
|
"epoch": 3.15, |
|
"learning_rate": 5.08e-07, |
|
"loss": 0.0027, |
|
"step": 2875 |
|
}, |
|
{ |
|
"epoch": 3.15, |
|
"learning_rate": 4.0800000000000005e-07, |
|
"loss": 0.0018, |
|
"step": 2900 |
|
}, |
|
{ |
|
"epoch": 3.16, |
|
"learning_rate": 3.0800000000000006e-07, |
|
"loss": 0.002, |
|
"step": 2925 |
|
}, |
|
{ |
|
"epoch": 3.17, |
|
"learning_rate": 2.08e-07, |
|
"loss": 0.0037, |
|
"step": 2950 |
|
}, |
|
{ |
|
"epoch": 3.18, |
|
"learning_rate": 1.0800000000000001e-07, |
|
"loss": 0.004, |
|
"step": 2975 |
|
}, |
|
{ |
|
"epoch": 3.19, |
|
"learning_rate": 8e-09, |
|
"loss": 0.0045, |
|
"step": 3000 |
|
}, |
|
{ |
|
"epoch": 3.19, |
|
"eval_loss": 0.24060867726802826, |
|
"eval_runtime": 28649.195, |
|
"eval_samples_per_second": 0.708, |
|
"eval_steps_per_second": 0.022, |
|
"eval_wer": 10.033263447357072, |
|
"step": 3000 |
|
}, |
|
{ |
|
"epoch": 3.19, |
|
"step": 3000, |
|
"total_flos": 1.9578161880465408e+20, |
|
"train_loss": 0.04787538333858053, |
|
"train_runtime": 139856.9298, |
|
"train_samples_per_second": 1.373, |
|
"train_steps_per_second": 0.021 |
|
} |
|
], |
|
"max_steps": 3000, |
|
"num_train_epochs": 9223372036854775807, |
|
"total_flos": 1.9578161880465408e+20, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|