|
{ |
|
"best_metric": null, |
|
"best_model_checkpoint": null, |
|
"epoch": 19.860529986053, |
|
"global_step": 1780, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.11, |
|
"learning_rate": 4.971910112359551e-05, |
|
"loss": 10.0687, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.22, |
|
"learning_rate": 4.943820224719101e-05, |
|
"loss": 9.3615, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.33, |
|
"learning_rate": 4.915730337078652e-05, |
|
"loss": 8.6608, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.45, |
|
"learning_rate": 4.8876404494382024e-05, |
|
"loss": 7.9606, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 0.56, |
|
"learning_rate": 4.859550561797753e-05, |
|
"loss": 7.2699, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.67, |
|
"learning_rate": 4.831460674157304e-05, |
|
"loss": 6.5753, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 0.67, |
|
"eval_accuracy": 0.014962221847824678, |
|
"eval_loss": 6.166639804840088, |
|
"eval_runtime": 6.9826, |
|
"eval_samples_per_second": 86.501, |
|
"eval_steps_per_second": 28.929, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 0.78, |
|
"learning_rate": 4.803370786516854e-05, |
|
"loss": 5.8893, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 0.89, |
|
"learning_rate": 4.7752808988764046e-05, |
|
"loss": 5.2005, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"learning_rate": 4.747191011235955e-05, |
|
"loss": 4.5122, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 1.12, |
|
"learning_rate": 4.719101123595506e-05, |
|
"loss": 3.8355, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 1.23, |
|
"learning_rate": 4.691011235955056e-05, |
|
"loss": 3.1713, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 1.34, |
|
"learning_rate": 4.662921348314607e-05, |
|
"loss": 2.5262, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 1.34, |
|
"eval_accuracy": 0.9345427093998263, |
|
"eval_loss": 2.171346426010132, |
|
"eval_runtime": 6.9424, |
|
"eval_samples_per_second": 87.002, |
|
"eval_steps_per_second": 29.097, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 1.45, |
|
"learning_rate": 4.6348314606741575e-05, |
|
"loss": 1.9161, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 1.56, |
|
"learning_rate": 4.606741573033708e-05, |
|
"loss": 1.3724, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 1.67, |
|
"learning_rate": 4.578651685393259e-05, |
|
"loss": 0.9238, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 1.79, |
|
"learning_rate": 4.550561797752809e-05, |
|
"loss": 0.5884, |
|
"step": 160 |
|
}, |
|
{ |
|
"epoch": 1.9, |
|
"learning_rate": 4.52247191011236e-05, |
|
"loss": 0.3697, |
|
"step": 170 |
|
}, |
|
{ |
|
"epoch": 2.01, |
|
"learning_rate": 4.4943820224719104e-05, |
|
"loss": 0.2343, |
|
"step": 180 |
|
}, |
|
{ |
|
"epoch": 2.01, |
|
"eval_accuracy": 0.9345945490597581, |
|
"eval_loss": 0.17874956130981445, |
|
"eval_runtime": 6.9291, |
|
"eval_samples_per_second": 87.169, |
|
"eval_steps_per_second": 29.153, |
|
"step": 180 |
|
}, |
|
{ |
|
"epoch": 2.12, |
|
"learning_rate": 4.4662921348314605e-05, |
|
"loss": 0.162, |
|
"step": 190 |
|
}, |
|
{ |
|
"epoch": 2.23, |
|
"learning_rate": 4.438202247191011e-05, |
|
"loss": 0.1176, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 2.34, |
|
"learning_rate": 4.410112359550562e-05, |
|
"loss": 0.0931, |
|
"step": 210 |
|
}, |
|
{ |
|
"epoch": 2.45, |
|
"learning_rate": 4.3820224719101126e-05, |
|
"loss": 0.081, |
|
"step": 220 |
|
}, |
|
{ |
|
"epoch": 2.57, |
|
"learning_rate": 4.353932584269663e-05, |
|
"loss": 0.0746, |
|
"step": 230 |
|
}, |
|
{ |
|
"epoch": 2.68, |
|
"learning_rate": 4.3258426966292134e-05, |
|
"loss": 0.0713, |
|
"step": 240 |
|
}, |
|
{ |
|
"epoch": 2.68, |
|
"eval_accuracy": 0.9330328793043118, |
|
"eval_loss": 0.06855519860982895, |
|
"eval_runtime": 6.9212, |
|
"eval_samples_per_second": 87.269, |
|
"eval_steps_per_second": 29.186, |
|
"step": 240 |
|
}, |
|
{ |
|
"epoch": 2.79, |
|
"learning_rate": 4.297752808988764e-05, |
|
"loss": 0.0688, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 2.9, |
|
"learning_rate": 4.269662921348315e-05, |
|
"loss": 0.0666, |
|
"step": 260 |
|
}, |
|
{ |
|
"epoch": 3.01, |
|
"learning_rate": 4.2415730337078655e-05, |
|
"loss": 0.0664, |
|
"step": 270 |
|
}, |
|
{ |
|
"epoch": 3.12, |
|
"learning_rate": 4.2134831460674156e-05, |
|
"loss": 0.0647, |
|
"step": 280 |
|
}, |
|
{ |
|
"epoch": 3.24, |
|
"learning_rate": 4.185393258426967e-05, |
|
"loss": 0.0639, |
|
"step": 290 |
|
}, |
|
{ |
|
"epoch": 3.35, |
|
"learning_rate": 4.157303370786517e-05, |
|
"loss": 0.0631, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 3.35, |
|
"eval_accuracy": 0.933415196796309, |
|
"eval_loss": 0.06208743155002594, |
|
"eval_runtime": 6.9282, |
|
"eval_samples_per_second": 87.179, |
|
"eval_steps_per_second": 29.156, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 3.46, |
|
"learning_rate": 4.129213483146068e-05, |
|
"loss": 0.0621, |
|
"step": 310 |
|
}, |
|
{ |
|
"epoch": 3.57, |
|
"learning_rate": 4.1011235955056184e-05, |
|
"loss": 0.062, |
|
"step": 320 |
|
}, |
|
{ |
|
"epoch": 3.68, |
|
"learning_rate": 4.0730337078651685e-05, |
|
"loss": 0.0618, |
|
"step": 330 |
|
}, |
|
{ |
|
"epoch": 3.79, |
|
"learning_rate": 4.044943820224719e-05, |
|
"loss": 0.0611, |
|
"step": 340 |
|
}, |
|
{ |
|
"epoch": 3.91, |
|
"learning_rate": 4.01685393258427e-05, |
|
"loss": 0.0606, |
|
"step": 350 |
|
}, |
|
{ |
|
"epoch": 4.02, |
|
"learning_rate": 3.98876404494382e-05, |
|
"loss": 0.0603, |
|
"step": 360 |
|
}, |
|
{ |
|
"epoch": 4.02, |
|
"eval_accuracy": 0.9331657184328871, |
|
"eval_loss": 0.059421196579933167, |
|
"eval_runtime": 6.9285, |
|
"eval_samples_per_second": 87.176, |
|
"eval_steps_per_second": 29.155, |
|
"step": 360 |
|
}, |
|
{ |
|
"epoch": 4.13, |
|
"learning_rate": 3.960674157303371e-05, |
|
"loss": 0.0597, |
|
"step": 370 |
|
}, |
|
{ |
|
"epoch": 4.24, |
|
"learning_rate": 3.9325842696629214e-05, |
|
"loss": 0.0598, |
|
"step": 380 |
|
}, |
|
{ |
|
"epoch": 4.35, |
|
"learning_rate": 3.904494382022472e-05, |
|
"loss": 0.0592, |
|
"step": 390 |
|
}, |
|
{ |
|
"epoch": 4.46, |
|
"learning_rate": 3.876404494382023e-05, |
|
"loss": 0.0589, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 4.57, |
|
"learning_rate": 3.8483146067415735e-05, |
|
"loss": 0.0586, |
|
"step": 410 |
|
}, |
|
{ |
|
"epoch": 4.69, |
|
"learning_rate": 3.8202247191011236e-05, |
|
"loss": 0.0589, |
|
"step": 420 |
|
}, |
|
{ |
|
"epoch": 4.69, |
|
"eval_accuracy": 0.93335363720014, |
|
"eval_loss": 0.058252669870853424, |
|
"eval_runtime": 6.9395, |
|
"eval_samples_per_second": 87.037, |
|
"eval_steps_per_second": 29.109, |
|
"step": 420 |
|
}, |
|
{ |
|
"epoch": 4.8, |
|
"learning_rate": 3.792134831460674e-05, |
|
"loss": 0.0583, |
|
"step": 430 |
|
}, |
|
{ |
|
"epoch": 4.91, |
|
"learning_rate": 3.764044943820225e-05, |
|
"loss": 0.0578, |
|
"step": 440 |
|
}, |
|
{ |
|
"epoch": 5.02, |
|
"learning_rate": 3.735955056179776e-05, |
|
"loss": 0.0582, |
|
"step": 450 |
|
}, |
|
{ |
|
"epoch": 5.13, |
|
"learning_rate": 3.7078651685393264e-05, |
|
"loss": 0.0573, |
|
"step": 460 |
|
}, |
|
{ |
|
"epoch": 5.24, |
|
"learning_rate": 3.6797752808988765e-05, |
|
"loss": 0.0576, |
|
"step": 470 |
|
}, |
|
{ |
|
"epoch": 5.36, |
|
"learning_rate": 3.651685393258427e-05, |
|
"loss": 0.0579, |
|
"step": 480 |
|
}, |
|
{ |
|
"epoch": 5.36, |
|
"eval_accuracy": 0.9336257954147821, |
|
"eval_loss": 0.05721687152981758, |
|
"eval_runtime": 6.9395, |
|
"eval_samples_per_second": 87.038, |
|
"eval_steps_per_second": 29.109, |
|
"step": 480 |
|
}, |
|
{ |
|
"epoch": 5.47, |
|
"learning_rate": 3.623595505617978e-05, |
|
"loss": 0.0568, |
|
"step": 490 |
|
}, |
|
{ |
|
"epoch": 5.58, |
|
"learning_rate": 3.595505617977528e-05, |
|
"loss": 0.0567, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 5.69, |
|
"learning_rate": 3.5674157303370787e-05, |
|
"loss": 0.0572, |
|
"step": 510 |
|
}, |
|
{ |
|
"epoch": 5.8, |
|
"learning_rate": 3.5393258426966294e-05, |
|
"loss": 0.0571, |
|
"step": 520 |
|
}, |
|
{ |
|
"epoch": 5.91, |
|
"learning_rate": 3.51123595505618e-05, |
|
"loss": 0.0566, |
|
"step": 530 |
|
}, |
|
{ |
|
"epoch": 6.03, |
|
"learning_rate": 3.483146067415731e-05, |
|
"loss": 0.0575, |
|
"step": 540 |
|
}, |
|
{ |
|
"epoch": 6.03, |
|
"eval_accuracy": 0.933279117688988, |
|
"eval_loss": 0.05656934529542923, |
|
"eval_runtime": 6.927, |
|
"eval_samples_per_second": 87.194, |
|
"eval_steps_per_second": 29.161, |
|
"step": 540 |
|
}, |
|
{ |
|
"epoch": 6.14, |
|
"learning_rate": 3.455056179775281e-05, |
|
"loss": 0.057, |
|
"step": 550 |
|
}, |
|
{ |
|
"epoch": 6.25, |
|
"learning_rate": 3.4269662921348316e-05, |
|
"loss": 0.0562, |
|
"step": 560 |
|
}, |
|
{ |
|
"epoch": 6.36, |
|
"learning_rate": 3.398876404494382e-05, |
|
"loss": 0.056, |
|
"step": 570 |
|
}, |
|
{ |
|
"epoch": 6.47, |
|
"learning_rate": 3.370786516853933e-05, |
|
"loss": 0.0566, |
|
"step": 580 |
|
}, |
|
{ |
|
"epoch": 6.58, |
|
"learning_rate": 3.342696629213483e-05, |
|
"loss": 0.0562, |
|
"step": 590 |
|
}, |
|
{ |
|
"epoch": 6.69, |
|
"learning_rate": 3.314606741573034e-05, |
|
"loss": 0.0561, |
|
"step": 600 |
|
}, |
|
{ |
|
"epoch": 6.69, |
|
"eval_accuracy": 0.9332953175827167, |
|
"eval_loss": 0.056167565286159515, |
|
"eval_runtime": 6.9387, |
|
"eval_samples_per_second": 87.049, |
|
"eval_steps_per_second": 29.112, |
|
"step": 600 |
|
}, |
|
{ |
|
"epoch": 6.81, |
|
"learning_rate": 3.2865168539325845e-05, |
|
"loss": 0.0555, |
|
"step": 610 |
|
}, |
|
{ |
|
"epoch": 6.92, |
|
"learning_rate": 3.258426966292135e-05, |
|
"loss": 0.0562, |
|
"step": 620 |
|
}, |
|
{ |
|
"epoch": 7.03, |
|
"learning_rate": 3.230337078651686e-05, |
|
"loss": 0.0554, |
|
"step": 630 |
|
}, |
|
{ |
|
"epoch": 7.14, |
|
"learning_rate": 3.202247191011236e-05, |
|
"loss": 0.0556, |
|
"step": 640 |
|
}, |
|
{ |
|
"epoch": 7.25, |
|
"learning_rate": 3.1741573033707866e-05, |
|
"loss": 0.055, |
|
"step": 650 |
|
}, |
|
{ |
|
"epoch": 7.36, |
|
"learning_rate": 3.1460674157303374e-05, |
|
"loss": 0.0559, |
|
"step": 660 |
|
}, |
|
{ |
|
"epoch": 7.36, |
|
"eval_accuracy": 0.9332110781353274, |
|
"eval_loss": 0.05588062107563019, |
|
"eval_runtime": 6.9495, |
|
"eval_samples_per_second": 86.913, |
|
"eval_steps_per_second": 29.067, |
|
"step": 660 |
|
}, |
|
{ |
|
"epoch": 7.48, |
|
"learning_rate": 3.1179775280898874e-05, |
|
"loss": 0.0554, |
|
"step": 670 |
|
}, |
|
{ |
|
"epoch": 7.59, |
|
"learning_rate": 3.089887640449438e-05, |
|
"loss": 0.0561, |
|
"step": 680 |
|
}, |
|
{ |
|
"epoch": 7.7, |
|
"learning_rate": 3.061797752808989e-05, |
|
"loss": 0.0555, |
|
"step": 690 |
|
}, |
|
{ |
|
"epoch": 7.81, |
|
"learning_rate": 3.0337078651685396e-05, |
|
"loss": 0.0554, |
|
"step": 700 |
|
}, |
|
{ |
|
"epoch": 7.92, |
|
"learning_rate": 3.0056179775280903e-05, |
|
"loss": 0.0551, |
|
"step": 710 |
|
}, |
|
{ |
|
"epoch": 8.03, |
|
"learning_rate": 2.9775280898876406e-05, |
|
"loss": 0.0551, |
|
"step": 720 |
|
}, |
|
{ |
|
"epoch": 8.03, |
|
"eval_accuracy": 0.9331981182203445, |
|
"eval_loss": 0.05556654930114746, |
|
"eval_runtime": 6.9195, |
|
"eval_samples_per_second": 87.289, |
|
"eval_steps_per_second": 29.193, |
|
"step": 720 |
|
}, |
|
{ |
|
"epoch": 8.15, |
|
"learning_rate": 2.949438202247191e-05, |
|
"loss": 0.0552, |
|
"step": 730 |
|
}, |
|
{ |
|
"epoch": 8.26, |
|
"learning_rate": 2.9213483146067417e-05, |
|
"loss": 0.0551, |
|
"step": 740 |
|
}, |
|
{ |
|
"epoch": 8.37, |
|
"learning_rate": 2.893258426966292e-05, |
|
"loss": 0.0548, |
|
"step": 750 |
|
}, |
|
{ |
|
"epoch": 8.48, |
|
"learning_rate": 2.8651685393258425e-05, |
|
"loss": 0.0544, |
|
"step": 760 |
|
}, |
|
{ |
|
"epoch": 8.59, |
|
"learning_rate": 2.8370786516853936e-05, |
|
"loss": 0.0552, |
|
"step": 770 |
|
}, |
|
{ |
|
"epoch": 8.7, |
|
"learning_rate": 2.8089887640449443e-05, |
|
"loss": 0.0548, |
|
"step": 780 |
|
}, |
|
{ |
|
"epoch": 8.7, |
|
"eval_accuracy": 0.933279117688988, |
|
"eval_loss": 0.0552196130156517, |
|
"eval_runtime": 6.9368, |
|
"eval_samples_per_second": 87.072, |
|
"eval_steps_per_second": 29.12, |
|
"step": 780 |
|
}, |
|
{ |
|
"epoch": 8.81, |
|
"learning_rate": 2.7808988764044946e-05, |
|
"loss": 0.0551, |
|
"step": 790 |
|
}, |
|
{ |
|
"epoch": 8.93, |
|
"learning_rate": 2.752808988764045e-05, |
|
"loss": 0.0549, |
|
"step": 800 |
|
}, |
|
{ |
|
"epoch": 9.04, |
|
"learning_rate": 2.7247191011235957e-05, |
|
"loss": 0.0543, |
|
"step": 810 |
|
}, |
|
{ |
|
"epoch": 9.15, |
|
"learning_rate": 2.696629213483146e-05, |
|
"loss": 0.0539, |
|
"step": 820 |
|
}, |
|
{ |
|
"epoch": 9.26, |
|
"learning_rate": 2.6685393258426965e-05, |
|
"loss": 0.0546, |
|
"step": 830 |
|
}, |
|
{ |
|
"epoch": 9.37, |
|
"learning_rate": 2.6404494382022472e-05, |
|
"loss": 0.0546, |
|
"step": 840 |
|
}, |
|
{ |
|
"epoch": 9.37, |
|
"eval_accuracy": 0.9332823576677337, |
|
"eval_loss": 0.05496657267212868, |
|
"eval_runtime": 6.9515, |
|
"eval_samples_per_second": 86.887, |
|
"eval_steps_per_second": 29.058, |
|
"step": 840 |
|
}, |
|
{ |
|
"epoch": 9.48, |
|
"learning_rate": 2.6123595505617983e-05, |
|
"loss": 0.0548, |
|
"step": 850 |
|
}, |
|
{ |
|
"epoch": 9.6, |
|
"learning_rate": 2.5842696629213486e-05, |
|
"loss": 0.0546, |
|
"step": 860 |
|
}, |
|
{ |
|
"epoch": 9.71, |
|
"learning_rate": 2.556179775280899e-05, |
|
"loss": 0.0544, |
|
"step": 870 |
|
}, |
|
{ |
|
"epoch": 9.82, |
|
"learning_rate": 2.5280898876404497e-05, |
|
"loss": 0.0544, |
|
"step": 880 |
|
}, |
|
{ |
|
"epoch": 9.93, |
|
"learning_rate": 2.5e-05, |
|
"loss": 0.0539, |
|
"step": 890 |
|
}, |
|
{ |
|
"epoch": 10.04, |
|
"learning_rate": 2.4719101123595505e-05, |
|
"loss": 0.0539, |
|
"step": 900 |
|
}, |
|
{ |
|
"epoch": 10.04, |
|
"eval_accuracy": 0.9330911989217351, |
|
"eval_loss": 0.054655831307172775, |
|
"eval_runtime": 6.9254, |
|
"eval_samples_per_second": 87.215, |
|
"eval_steps_per_second": 29.168, |
|
"step": 900 |
|
}, |
|
{ |
|
"epoch": 10.15, |
|
"learning_rate": 2.4438202247191012e-05, |
|
"loss": 0.0541, |
|
"step": 910 |
|
}, |
|
{ |
|
"epoch": 10.26, |
|
"learning_rate": 2.415730337078652e-05, |
|
"loss": 0.054, |
|
"step": 920 |
|
}, |
|
{ |
|
"epoch": 10.38, |
|
"learning_rate": 2.3876404494382023e-05, |
|
"loss": 0.0538, |
|
"step": 930 |
|
}, |
|
{ |
|
"epoch": 10.49, |
|
"learning_rate": 2.359550561797753e-05, |
|
"loss": 0.0543, |
|
"step": 940 |
|
}, |
|
{ |
|
"epoch": 10.6, |
|
"learning_rate": 2.3314606741573034e-05, |
|
"loss": 0.0538, |
|
"step": 950 |
|
}, |
|
{ |
|
"epoch": 10.71, |
|
"learning_rate": 2.303370786516854e-05, |
|
"loss": 0.0546, |
|
"step": 960 |
|
}, |
|
{ |
|
"epoch": 10.71, |
|
"eval_accuracy": 0.9331592384753956, |
|
"eval_loss": 0.05442318692803383, |
|
"eval_runtime": 6.9218, |
|
"eval_samples_per_second": 87.26, |
|
"eval_steps_per_second": 29.183, |
|
"step": 960 |
|
}, |
|
{ |
|
"epoch": 10.82, |
|
"learning_rate": 2.2752808988764045e-05, |
|
"loss": 0.0532, |
|
"step": 970 |
|
}, |
|
{ |
|
"epoch": 10.93, |
|
"learning_rate": 2.2471910112359552e-05, |
|
"loss": 0.0532, |
|
"step": 980 |
|
}, |
|
{ |
|
"epoch": 11.05, |
|
"learning_rate": 2.2191011235955056e-05, |
|
"loss": 0.0539, |
|
"step": 990 |
|
}, |
|
{ |
|
"epoch": 11.16, |
|
"learning_rate": 2.1910112359550563e-05, |
|
"loss": 0.0541, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 11.27, |
|
"learning_rate": 2.1629213483146067e-05, |
|
"loss": 0.0531, |
|
"step": 1010 |
|
}, |
|
{ |
|
"epoch": 11.38, |
|
"learning_rate": 2.1348314606741574e-05, |
|
"loss": 0.0538, |
|
"step": 1020 |
|
}, |
|
{ |
|
"epoch": 11.38, |
|
"eval_accuracy": 0.9334670364562409, |
|
"eval_loss": 0.054255757480859756, |
|
"eval_runtime": 6.94, |
|
"eval_samples_per_second": 87.032, |
|
"eval_steps_per_second": 29.107, |
|
"step": 1020 |
|
}, |
|
{ |
|
"epoch": 11.49, |
|
"learning_rate": 2.1067415730337078e-05, |
|
"loss": 0.0537, |
|
"step": 1030 |
|
}, |
|
{ |
|
"epoch": 11.6, |
|
"learning_rate": 2.0786516853932585e-05, |
|
"loss": 0.0536, |
|
"step": 1040 |
|
}, |
|
{ |
|
"epoch": 11.72, |
|
"learning_rate": 2.0505617977528092e-05, |
|
"loss": 0.0529, |
|
"step": 1050 |
|
}, |
|
{ |
|
"epoch": 11.83, |
|
"learning_rate": 2.0224719101123596e-05, |
|
"loss": 0.0536, |
|
"step": 1060 |
|
}, |
|
{ |
|
"epoch": 11.94, |
|
"learning_rate": 1.99438202247191e-05, |
|
"loss": 0.0532, |
|
"step": 1070 |
|
}, |
|
{ |
|
"epoch": 12.05, |
|
"learning_rate": 1.9662921348314607e-05, |
|
"loss": 0.0534, |
|
"step": 1080 |
|
}, |
|
{ |
|
"epoch": 12.05, |
|
"eval_accuracy": 0.9332596778165135, |
|
"eval_loss": 0.05402551218867302, |
|
"eval_runtime": 6.9308, |
|
"eval_samples_per_second": 87.147, |
|
"eval_steps_per_second": 29.145, |
|
"step": 1080 |
|
}, |
|
{ |
|
"epoch": 12.16, |
|
"learning_rate": 1.9382022471910114e-05, |
|
"loss": 0.0528, |
|
"step": 1090 |
|
}, |
|
{ |
|
"epoch": 12.27, |
|
"learning_rate": 1.9101123595505618e-05, |
|
"loss": 0.0535, |
|
"step": 1100 |
|
}, |
|
{ |
|
"epoch": 12.38, |
|
"learning_rate": 1.8820224719101125e-05, |
|
"loss": 0.0535, |
|
"step": 1110 |
|
}, |
|
{ |
|
"epoch": 12.5, |
|
"learning_rate": 1.8539325842696632e-05, |
|
"loss": 0.053, |
|
"step": 1120 |
|
}, |
|
{ |
|
"epoch": 12.61, |
|
"learning_rate": 1.8258426966292136e-05, |
|
"loss": 0.053, |
|
"step": 1130 |
|
}, |
|
{ |
|
"epoch": 12.72, |
|
"learning_rate": 1.797752808988764e-05, |
|
"loss": 0.0532, |
|
"step": 1140 |
|
}, |
|
{ |
|
"epoch": 12.72, |
|
"eval_accuracy": 0.9333892769663431, |
|
"eval_loss": 0.05390884727239609, |
|
"eval_runtime": 6.9236, |
|
"eval_samples_per_second": 87.238, |
|
"eval_steps_per_second": 29.176, |
|
"step": 1140 |
|
}, |
|
{ |
|
"epoch": 12.83, |
|
"learning_rate": 1.7696629213483147e-05, |
|
"loss": 0.0531, |
|
"step": 1150 |
|
}, |
|
{ |
|
"epoch": 12.94, |
|
"learning_rate": 1.7415730337078654e-05, |
|
"loss": 0.0533, |
|
"step": 1160 |
|
}, |
|
{ |
|
"epoch": 13.05, |
|
"learning_rate": 1.7134831460674158e-05, |
|
"loss": 0.0528, |
|
"step": 1170 |
|
}, |
|
{ |
|
"epoch": 13.17, |
|
"learning_rate": 1.6853932584269665e-05, |
|
"loss": 0.0528, |
|
"step": 1180 |
|
}, |
|
{ |
|
"epoch": 13.28, |
|
"learning_rate": 1.657303370786517e-05, |
|
"loss": 0.0525, |
|
"step": 1190 |
|
}, |
|
{ |
|
"epoch": 13.39, |
|
"learning_rate": 1.6292134831460676e-05, |
|
"loss": 0.0525, |
|
"step": 1200 |
|
}, |
|
{ |
|
"epoch": 13.39, |
|
"eval_accuracy": 0.9333568771788857, |
|
"eval_loss": 0.05382450670003891, |
|
"eval_runtime": 6.9394, |
|
"eval_samples_per_second": 87.039, |
|
"eval_steps_per_second": 29.109, |
|
"step": 1200 |
|
}, |
|
{ |
|
"epoch": 13.5, |
|
"learning_rate": 1.601123595505618e-05, |
|
"loss": 0.0532, |
|
"step": 1210 |
|
}, |
|
{ |
|
"epoch": 13.61, |
|
"learning_rate": 1.5730337078651687e-05, |
|
"loss": 0.0531, |
|
"step": 1220 |
|
}, |
|
{ |
|
"epoch": 13.72, |
|
"learning_rate": 1.544943820224719e-05, |
|
"loss": 0.0527, |
|
"step": 1230 |
|
}, |
|
{ |
|
"epoch": 13.84, |
|
"learning_rate": 1.5168539325842698e-05, |
|
"loss": 0.053, |
|
"step": 1240 |
|
}, |
|
{ |
|
"epoch": 13.95, |
|
"learning_rate": 1.4887640449438203e-05, |
|
"loss": 0.053, |
|
"step": 1250 |
|
}, |
|
{ |
|
"epoch": 14.06, |
|
"learning_rate": 1.4606741573033709e-05, |
|
"loss": 0.0526, |
|
"step": 1260 |
|
}, |
|
{ |
|
"epoch": 14.06, |
|
"eval_accuracy": 0.9330717590492607, |
|
"eval_loss": 0.05375523492693901, |
|
"eval_runtime": 6.9363, |
|
"eval_samples_per_second": 87.078, |
|
"eval_steps_per_second": 29.122, |
|
"step": 1260 |
|
}, |
|
{ |
|
"epoch": 14.17, |
|
"learning_rate": 1.4325842696629212e-05, |
|
"loss": 0.053, |
|
"step": 1270 |
|
}, |
|
{ |
|
"epoch": 14.28, |
|
"learning_rate": 1.4044943820224721e-05, |
|
"loss": 0.0525, |
|
"step": 1280 |
|
}, |
|
{ |
|
"epoch": 14.39, |
|
"learning_rate": 1.3764044943820225e-05, |
|
"loss": 0.0533, |
|
"step": 1290 |
|
}, |
|
{ |
|
"epoch": 14.5, |
|
"learning_rate": 1.348314606741573e-05, |
|
"loss": 0.0523, |
|
"step": 1300 |
|
}, |
|
{ |
|
"epoch": 14.62, |
|
"learning_rate": 1.3202247191011236e-05, |
|
"loss": 0.0532, |
|
"step": 1310 |
|
}, |
|
{ |
|
"epoch": 14.73, |
|
"learning_rate": 1.2921348314606743e-05, |
|
"loss": 0.0527, |
|
"step": 1320 |
|
}, |
|
{ |
|
"epoch": 14.73, |
|
"eval_accuracy": 0.9331462785604127, |
|
"eval_loss": 0.053615015000104904, |
|
"eval_runtime": 6.9434, |
|
"eval_samples_per_second": 86.989, |
|
"eval_steps_per_second": 29.092, |
|
"step": 1320 |
|
}, |
|
{ |
|
"epoch": 14.84, |
|
"learning_rate": 1.2640449438202249e-05, |
|
"loss": 0.0527, |
|
"step": 1330 |
|
}, |
|
{ |
|
"epoch": 14.95, |
|
"learning_rate": 1.2359550561797752e-05, |
|
"loss": 0.0522, |
|
"step": 1340 |
|
}, |
|
{ |
|
"epoch": 15.06, |
|
"learning_rate": 1.207865168539326e-05, |
|
"loss": 0.0519, |
|
"step": 1350 |
|
}, |
|
{ |
|
"epoch": 15.17, |
|
"learning_rate": 1.1797752808988765e-05, |
|
"loss": 0.0524, |
|
"step": 1360 |
|
}, |
|
{ |
|
"epoch": 15.29, |
|
"learning_rate": 1.151685393258427e-05, |
|
"loss": 0.0526, |
|
"step": 1370 |
|
}, |
|
{ |
|
"epoch": 15.4, |
|
"learning_rate": 1.1235955056179776e-05, |
|
"loss": 0.0529, |
|
"step": 1380 |
|
}, |
|
{ |
|
"epoch": 15.4, |
|
"eval_accuracy": 0.933104158836718, |
|
"eval_loss": 0.05359150096774101, |
|
"eval_runtime": 6.9509, |
|
"eval_samples_per_second": 86.896, |
|
"eval_steps_per_second": 29.061, |
|
"step": 1380 |
|
}, |
|
{ |
|
"epoch": 15.51, |
|
"learning_rate": 1.0955056179775282e-05, |
|
"loss": 0.0524, |
|
"step": 1390 |
|
}, |
|
{ |
|
"epoch": 15.62, |
|
"learning_rate": 1.0674157303370787e-05, |
|
"loss": 0.0521, |
|
"step": 1400 |
|
}, |
|
{ |
|
"epoch": 15.73, |
|
"learning_rate": 1.0393258426966292e-05, |
|
"loss": 0.0521, |
|
"step": 1410 |
|
}, |
|
{ |
|
"epoch": 15.84, |
|
"learning_rate": 1.0112359550561798e-05, |
|
"loss": 0.0527, |
|
"step": 1420 |
|
}, |
|
{ |
|
"epoch": 15.96, |
|
"learning_rate": 9.831460674157303e-06, |
|
"loss": 0.0524, |
|
"step": 1430 |
|
}, |
|
{ |
|
"epoch": 16.07, |
|
"learning_rate": 9.550561797752809e-06, |
|
"loss": 0.0526, |
|
"step": 1440 |
|
}, |
|
{ |
|
"epoch": 16.07, |
|
"eval_accuracy": 0.9331138787729553, |
|
"eval_loss": 0.053506117314100266, |
|
"eval_runtime": 6.9631, |
|
"eval_samples_per_second": 86.743, |
|
"eval_steps_per_second": 29.01, |
|
"step": 1440 |
|
}, |
|
{ |
|
"epoch": 16.18, |
|
"learning_rate": 9.269662921348316e-06, |
|
"loss": 0.0526, |
|
"step": 1450 |
|
}, |
|
{ |
|
"epoch": 16.29, |
|
"learning_rate": 8.98876404494382e-06, |
|
"loss": 0.052, |
|
"step": 1460 |
|
}, |
|
{ |
|
"epoch": 16.4, |
|
"learning_rate": 8.707865168539327e-06, |
|
"loss": 0.0527, |
|
"step": 1470 |
|
}, |
|
{ |
|
"epoch": 16.51, |
|
"learning_rate": 8.426966292134832e-06, |
|
"loss": 0.0521, |
|
"step": 1480 |
|
}, |
|
{ |
|
"epoch": 16.62, |
|
"learning_rate": 8.146067415730338e-06, |
|
"loss": 0.0523, |
|
"step": 1490 |
|
}, |
|
{ |
|
"epoch": 16.74, |
|
"learning_rate": 7.865168539325843e-06, |
|
"loss": 0.0524, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 16.74, |
|
"eval_accuracy": 0.933266157774005, |
|
"eval_loss": 0.05342988297343254, |
|
"eval_runtime": 6.9086, |
|
"eval_samples_per_second": 87.427, |
|
"eval_steps_per_second": 29.239, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 16.85, |
|
"learning_rate": 7.584269662921349e-06, |
|
"loss": 0.0521, |
|
"step": 1510 |
|
}, |
|
{ |
|
"epoch": 16.96, |
|
"learning_rate": 7.303370786516854e-06, |
|
"loss": 0.0524, |
|
"step": 1520 |
|
}, |
|
{ |
|
"epoch": 17.07, |
|
"learning_rate": 7.022471910112361e-06, |
|
"loss": 0.0525, |
|
"step": 1530 |
|
}, |
|
{ |
|
"epoch": 17.18, |
|
"learning_rate": 6.741573033707865e-06, |
|
"loss": 0.0524, |
|
"step": 1540 |
|
}, |
|
{ |
|
"epoch": 17.29, |
|
"learning_rate": 6.460674157303372e-06, |
|
"loss": 0.0521, |
|
"step": 1550 |
|
}, |
|
{ |
|
"epoch": 17.41, |
|
"learning_rate": 6.179775280898876e-06, |
|
"loss": 0.0516, |
|
"step": 1560 |
|
}, |
|
{ |
|
"epoch": 17.41, |
|
"eval_accuracy": 0.9331138787729553, |
|
"eval_loss": 0.05338354781270027, |
|
"eval_runtime": 6.9573, |
|
"eval_samples_per_second": 86.815, |
|
"eval_steps_per_second": 29.034, |
|
"step": 1560 |
|
}, |
|
{ |
|
"epoch": 17.52, |
|
"learning_rate": 5.8988764044943826e-06, |
|
"loss": 0.0522, |
|
"step": 1570 |
|
}, |
|
{ |
|
"epoch": 17.63, |
|
"learning_rate": 5.617977528089888e-06, |
|
"loss": 0.052, |
|
"step": 1580 |
|
}, |
|
{ |
|
"epoch": 17.74, |
|
"learning_rate": 5.3370786516853935e-06, |
|
"loss": 0.0522, |
|
"step": 1590 |
|
}, |
|
{ |
|
"epoch": 17.85, |
|
"learning_rate": 5.056179775280899e-06, |
|
"loss": 0.0526, |
|
"step": 1600 |
|
}, |
|
{ |
|
"epoch": 17.96, |
|
"learning_rate": 4.7752808988764044e-06, |
|
"loss": 0.052, |
|
"step": 1610 |
|
}, |
|
{ |
|
"epoch": 18.08, |
|
"learning_rate": 4.49438202247191e-06, |
|
"loss": 0.0527, |
|
"step": 1620 |
|
}, |
|
{ |
|
"epoch": 18.08, |
|
"eval_accuracy": 0.9332499578802763, |
|
"eval_loss": 0.05338101089000702, |
|
"eval_runtime": 6.9183, |
|
"eval_samples_per_second": 87.304, |
|
"eval_steps_per_second": 29.198, |
|
"step": 1620 |
|
}, |
|
{ |
|
"epoch": 18.19, |
|
"learning_rate": 4.213483146067416e-06, |
|
"loss": 0.0519, |
|
"step": 1630 |
|
}, |
|
{ |
|
"epoch": 18.3, |
|
"learning_rate": 3.932584269662922e-06, |
|
"loss": 0.0521, |
|
"step": 1640 |
|
}, |
|
{ |
|
"epoch": 18.41, |
|
"learning_rate": 3.651685393258427e-06, |
|
"loss": 0.0522, |
|
"step": 1650 |
|
}, |
|
{ |
|
"epoch": 18.52, |
|
"learning_rate": 3.3707865168539327e-06, |
|
"loss": 0.0519, |
|
"step": 1660 |
|
}, |
|
{ |
|
"epoch": 18.63, |
|
"learning_rate": 3.089887640449438e-06, |
|
"loss": 0.0525, |
|
"step": 1670 |
|
}, |
|
{ |
|
"epoch": 18.74, |
|
"learning_rate": 2.808988764044944e-06, |
|
"loss": 0.0521, |
|
"step": 1680 |
|
}, |
|
{ |
|
"epoch": 18.74, |
|
"eval_accuracy": 0.9332272780290561, |
|
"eval_loss": 0.05332719534635544, |
|
"eval_runtime": 6.9352, |
|
"eval_samples_per_second": 87.092, |
|
"eval_steps_per_second": 29.127, |
|
"step": 1680 |
|
}, |
|
{ |
|
"epoch": 18.86, |
|
"learning_rate": 2.5280898876404495e-06, |
|
"loss": 0.0526, |
|
"step": 1690 |
|
}, |
|
{ |
|
"epoch": 18.97, |
|
"learning_rate": 2.247191011235955e-06, |
|
"loss": 0.0516, |
|
"step": 1700 |
|
}, |
|
{ |
|
"epoch": 19.08, |
|
"learning_rate": 1.966292134831461e-06, |
|
"loss": 0.0515, |
|
"step": 1710 |
|
}, |
|
{ |
|
"epoch": 19.19, |
|
"learning_rate": 1.6853932584269663e-06, |
|
"loss": 0.0521, |
|
"step": 1720 |
|
}, |
|
{ |
|
"epoch": 19.3, |
|
"learning_rate": 1.404494382022472e-06, |
|
"loss": 0.0517, |
|
"step": 1730 |
|
}, |
|
{ |
|
"epoch": 19.41, |
|
"learning_rate": 1.1235955056179775e-06, |
|
"loss": 0.0519, |
|
"step": 1740 |
|
}, |
|
{ |
|
"epoch": 19.41, |
|
"eval_accuracy": 0.9332272780290561, |
|
"eval_loss": 0.05332208424806595, |
|
"eval_runtime": 6.9775, |
|
"eval_samples_per_second": 86.564, |
|
"eval_steps_per_second": 28.95, |
|
"step": 1740 |
|
}, |
|
{ |
|
"epoch": 19.53, |
|
"learning_rate": 8.426966292134832e-07, |
|
"loss": 0.0526, |
|
"step": 1750 |
|
}, |
|
{ |
|
"epoch": 19.64, |
|
"learning_rate": 5.617977528089887e-07, |
|
"loss": 0.0523, |
|
"step": 1760 |
|
}, |
|
{ |
|
"epoch": 19.75, |
|
"learning_rate": 2.8089887640449437e-07, |
|
"loss": 0.0522, |
|
"step": 1770 |
|
}, |
|
{ |
|
"epoch": 19.86, |
|
"learning_rate": 0.0, |
|
"loss": 0.0523, |
|
"step": 1780 |
|
}, |
|
{ |
|
"epoch": 19.86, |
|
"step": 1780, |
|
"total_flos": 5.620903045459446e+17, |
|
"train_loss": 0.502627718984411, |
|
"train_runtime": 23394.2794, |
|
"train_samples_per_second": 45.972, |
|
"train_steps_per_second": 0.076 |
|
} |
|
], |
|
"max_steps": 1780, |
|
"num_train_epochs": 20, |
|
"total_flos": 5.620903045459446e+17, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|