| { | |
| "best_metric": null, | |
| "best_model_checkpoint": null, | |
| "epoch": 84.50704225352112, | |
| "global_step": 6000, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.28, | |
| "learning_rate": 9.974991663887962e-05, | |
| "loss": 7.941, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.56, | |
| "learning_rate": 9.941647215738579e-05, | |
| "loss": 5.5312, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.85, | |
| "learning_rate": 9.908302767589197e-05, | |
| "loss": 5.3579, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 1.13, | |
| "learning_rate": 9.874958319439813e-05, | |
| "loss": 5.1472, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 1.41, | |
| "learning_rate": 9.841613871290431e-05, | |
| "loss": 4.9751, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 1.69, | |
| "learning_rate": 9.808269423141048e-05, | |
| "loss": 4.8703, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 1.97, | |
| "learning_rate": 9.774924974991663e-05, | |
| "loss": 4.7921, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 2.25, | |
| "learning_rate": 9.741580526842281e-05, | |
| "loss": 4.7422, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 2.54, | |
| "learning_rate": 9.708236078692898e-05, | |
| "loss": 4.6846, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 2.82, | |
| "learning_rate": 9.674891630543515e-05, | |
| "loss": 4.6358, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 2.82, | |
| "eval_validation_accuracy": 0.15669611355371005, | |
| "eval_validation_loss": 7.171875, | |
| "eval_validation_runtime": 104.6901, | |
| "eval_validation_samples_per_second": 6.877, | |
| "eval_validation_steps_per_second": 0.43, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 3.1, | |
| "learning_rate": 9.641547182394132e-05, | |
| "loss": 4.5991, | |
| "step": 220 | |
| }, | |
| { | |
| "epoch": 3.38, | |
| "learning_rate": 9.608202734244749e-05, | |
| "loss": 4.5588, | |
| "step": 240 | |
| }, | |
| { | |
| "epoch": 3.66, | |
| "learning_rate": 9.574858286095365e-05, | |
| "loss": 4.5232, | |
| "step": 260 | |
| }, | |
| { | |
| "epoch": 3.94, | |
| "learning_rate": 9.541513837945982e-05, | |
| "loss": 4.4853, | |
| "step": 280 | |
| }, | |
| { | |
| "epoch": 4.23, | |
| "learning_rate": 9.508169389796599e-05, | |
| "loss": 4.4635, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 4.51, | |
| "learning_rate": 9.474824941647216e-05, | |
| "loss": 4.4351, | |
| "step": 320 | |
| }, | |
| { | |
| "epoch": 4.79, | |
| "learning_rate": 9.441480493497833e-05, | |
| "loss": 4.4139, | |
| "step": 340 | |
| }, | |
| { | |
| "epoch": 5.07, | |
| "learning_rate": 9.408136045348451e-05, | |
| "loss": 4.3901, | |
| "step": 360 | |
| }, | |
| { | |
| "epoch": 5.35, | |
| "learning_rate": 9.374791597199066e-05, | |
| "loss": 4.3642, | |
| "step": 380 | |
| }, | |
| { | |
| "epoch": 5.63, | |
| "learning_rate": 9.341447149049683e-05, | |
| "loss": 4.3427, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 5.63, | |
| "eval_validation_accuracy": 0.1884003691038376, | |
| "eval_validation_loss": 6.74609375, | |
| "eval_validation_runtime": 99.5037, | |
| "eval_validation_samples_per_second": 7.236, | |
| "eval_validation_steps_per_second": 0.452, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 5.92, | |
| "learning_rate": 9.308102700900301e-05, | |
| "loss": 4.3131, | |
| "step": 420 | |
| }, | |
| { | |
| "epoch": 6.2, | |
| "learning_rate": 9.274758252750917e-05, | |
| "loss": 4.3033, | |
| "step": 440 | |
| }, | |
| { | |
| "epoch": 6.48, | |
| "learning_rate": 9.241413804601535e-05, | |
| "loss": 4.2887, | |
| "step": 460 | |
| }, | |
| { | |
| "epoch": 6.76, | |
| "learning_rate": 9.208069356452151e-05, | |
| "loss": 4.2642, | |
| "step": 480 | |
| }, | |
| { | |
| "epoch": 7.04, | |
| "learning_rate": 9.174724908302767e-05, | |
| "loss": 4.2506, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 7.32, | |
| "learning_rate": 9.141380460153385e-05, | |
| "loss": 4.2259, | |
| "step": 520 | |
| }, | |
| { | |
| "epoch": 7.61, | |
| "learning_rate": 9.108036012004002e-05, | |
| "loss": 4.2121, | |
| "step": 540 | |
| }, | |
| { | |
| "epoch": 7.89, | |
| "learning_rate": 9.074691563854619e-05, | |
| "loss": 4.2003, | |
| "step": 560 | |
| }, | |
| { | |
| "epoch": 8.17, | |
| "learning_rate": 9.041347115705235e-05, | |
| "loss": 4.1863, | |
| "step": 580 | |
| }, | |
| { | |
| "epoch": 8.45, | |
| "learning_rate": 9.008002667555852e-05, | |
| "loss": 4.17, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 8.45, | |
| "eval_validation_accuracy": 0.2065807686044618, | |
| "eval_validation_loss": 6.49609375, | |
| "eval_validation_runtime": 99.5839, | |
| "eval_validation_samples_per_second": 7.23, | |
| "eval_validation_steps_per_second": 0.452, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 8.73, | |
| "learning_rate": 8.974658219406469e-05, | |
| "loss": 4.1538, | |
| "step": 620 | |
| }, | |
| { | |
| "epoch": 9.01, | |
| "learning_rate": 8.941313771257086e-05, | |
| "loss": 4.1417, | |
| "step": 640 | |
| }, | |
| { | |
| "epoch": 9.3, | |
| "learning_rate": 8.907969323107703e-05, | |
| "loss": 4.1313, | |
| "step": 660 | |
| }, | |
| { | |
| "epoch": 9.58, | |
| "learning_rate": 8.87462487495832e-05, | |
| "loss": 4.1168, | |
| "step": 680 | |
| }, | |
| { | |
| "epoch": 9.86, | |
| "learning_rate": 8.841280426808936e-05, | |
| "loss": 4.1002, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 10.14, | |
| "learning_rate": 8.807935978659554e-05, | |
| "loss": 4.0983, | |
| "step": 720 | |
| }, | |
| { | |
| "epoch": 10.42, | |
| "learning_rate": 8.77459153051017e-05, | |
| "loss": 4.0787, | |
| "step": 740 | |
| }, | |
| { | |
| "epoch": 10.7, | |
| "learning_rate": 8.741247082360787e-05, | |
| "loss": 4.0627, | |
| "step": 760 | |
| }, | |
| { | |
| "epoch": 10.99, | |
| "learning_rate": 8.707902634211405e-05, | |
| "loss": 4.065, | |
| "step": 780 | |
| }, | |
| { | |
| "epoch": 11.27, | |
| "learning_rate": 8.67455818606202e-05, | |
| "loss": 4.0396, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 11.27, | |
| "eval_validation_accuracy": 0.2191336915811757, | |
| "eval_validation_loss": 6.32421875, | |
| "eval_validation_runtime": 98.361, | |
| "eval_validation_samples_per_second": 7.32, | |
| "eval_validation_steps_per_second": 0.457, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 11.55, | |
| "learning_rate": 8.641213737912638e-05, | |
| "loss": 4.0274, | |
| "step": 820 | |
| }, | |
| { | |
| "epoch": 11.83, | |
| "learning_rate": 8.607869289763255e-05, | |
| "loss": 4.0333, | |
| "step": 840 | |
| }, | |
| { | |
| "epoch": 12.11, | |
| "learning_rate": 8.57452484161387e-05, | |
| "loss": 4.0114, | |
| "step": 860 | |
| }, | |
| { | |
| "epoch": 12.39, | |
| "learning_rate": 8.541180393464489e-05, | |
| "loss": 4.0008, | |
| "step": 880 | |
| }, | |
| { | |
| "epoch": 12.68, | |
| "learning_rate": 8.507835945315106e-05, | |
| "loss": 3.9874, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 12.96, | |
| "learning_rate": 8.474491497165722e-05, | |
| "loss": 3.9933, | |
| "step": 920 | |
| }, | |
| { | |
| "epoch": 13.24, | |
| "learning_rate": 8.441147049016339e-05, | |
| "loss": 3.9708, | |
| "step": 940 | |
| }, | |
| { | |
| "epoch": 13.52, | |
| "learning_rate": 8.407802600866956e-05, | |
| "loss": 3.9785, | |
| "step": 960 | |
| }, | |
| { | |
| "epoch": 13.8, | |
| "learning_rate": 8.374458152717573e-05, | |
| "loss": 3.9613, | |
| "step": 980 | |
| }, | |
| { | |
| "epoch": 14.08, | |
| "learning_rate": 8.34111370456819e-05, | |
| "loss": 3.9593, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 14.08, | |
| "eval_validation_accuracy": 0.2270911360799001, | |
| "eval_validation_loss": 6.203125, | |
| "eval_validation_runtime": 102.4606, | |
| "eval_validation_samples_per_second": 7.027, | |
| "eval_validation_steps_per_second": 0.439, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 14.37, | |
| "learning_rate": 8.311103701233745e-05, | |
| "loss": 3.962, | |
| "step": 1020 | |
| }, | |
| { | |
| "epoch": 14.65, | |
| "learning_rate": 8.277759253084362e-05, | |
| "loss": 3.9353, | |
| "step": 1040 | |
| }, | |
| { | |
| "epoch": 14.93, | |
| "learning_rate": 8.244414804934978e-05, | |
| "loss": 3.9261, | |
| "step": 1060 | |
| }, | |
| { | |
| "epoch": 15.21, | |
| "learning_rate": 8.211070356785595e-05, | |
| "loss": 3.9191, | |
| "step": 1080 | |
| }, | |
| { | |
| "epoch": 15.49, | |
| "learning_rate": 8.177725908636212e-05, | |
| "loss": 3.9148, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 15.77, | |
| "learning_rate": 8.14438146048683e-05, | |
| "loss": 3.9018, | |
| "step": 1120 | |
| }, | |
| { | |
| "epoch": 16.06, | |
| "learning_rate": 8.111037012337445e-05, | |
| "loss": 3.8976, | |
| "step": 1140 | |
| }, | |
| { | |
| "epoch": 16.34, | |
| "learning_rate": 8.077692564188064e-05, | |
| "loss": 3.8911, | |
| "step": 1160 | |
| }, | |
| { | |
| "epoch": 16.62, | |
| "learning_rate": 8.04434811603868e-05, | |
| "loss": 3.8881, | |
| "step": 1180 | |
| }, | |
| { | |
| "epoch": 16.9, | |
| "learning_rate": 8.011003667889296e-05, | |
| "loss": 3.8797, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 16.9, | |
| "eval_validation_accuracy": 0.23543125441024806, | |
| "eval_validation_loss": 6.0859375, | |
| "eval_validation_runtime": 104.2399, | |
| "eval_validation_samples_per_second": 6.907, | |
| "eval_validation_steps_per_second": 0.432, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 17.18, | |
| "learning_rate": 7.977659219739914e-05, | |
| "loss": 3.8746, | |
| "step": 1220 | |
| }, | |
| { | |
| "epoch": 17.46, | |
| "learning_rate": 7.944314771590531e-05, | |
| "loss": 3.8631, | |
| "step": 1240 | |
| }, | |
| { | |
| "epoch": 17.75, | |
| "learning_rate": 7.910970323441148e-05, | |
| "loss": 3.8594, | |
| "step": 1260 | |
| }, | |
| { | |
| "epoch": 18.03, | |
| "learning_rate": 7.877625875291764e-05, | |
| "loss": 3.8526, | |
| "step": 1280 | |
| }, | |
| { | |
| "epoch": 18.31, | |
| "learning_rate": 7.844281427142381e-05, | |
| "loss": 3.8454, | |
| "step": 1300 | |
| }, | |
| { | |
| "epoch": 18.59, | |
| "learning_rate": 7.810936978992998e-05, | |
| "loss": 3.8357, | |
| "step": 1320 | |
| }, | |
| { | |
| "epoch": 18.87, | |
| "learning_rate": 7.777592530843615e-05, | |
| "loss": 3.8338, | |
| "step": 1340 | |
| }, | |
| { | |
| "epoch": 19.15, | |
| "learning_rate": 7.744248082694232e-05, | |
| "loss": 3.8283, | |
| "step": 1360 | |
| }, | |
| { | |
| "epoch": 19.44, | |
| "learning_rate": 7.710903634544848e-05, | |
| "loss": 3.8205, | |
| "step": 1380 | |
| }, | |
| { | |
| "epoch": 19.72, | |
| "learning_rate": 7.677559186395465e-05, | |
| "loss": 3.8174, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 19.72, | |
| "eval_validation_accuracy": 0.24027981327688216, | |
| "eval_validation_loss": 6.0, | |
| "eval_validation_runtime": 101.9857, | |
| "eval_validation_samples_per_second": 7.06, | |
| "eval_validation_steps_per_second": 0.441, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 20.0, | |
| "learning_rate": 7.644214738246082e-05, | |
| "loss": 3.8131, | |
| "step": 1420 | |
| }, | |
| { | |
| "epoch": 20.28, | |
| "learning_rate": 7.610870290096699e-05, | |
| "loss": 3.7894, | |
| "step": 1440 | |
| }, | |
| { | |
| "epoch": 20.56, | |
| "learning_rate": 7.577525841947316e-05, | |
| "loss": 3.8069, | |
| "step": 1460 | |
| }, | |
| { | |
| "epoch": 20.85, | |
| "learning_rate": 7.544181393797934e-05, | |
| "loss": 3.799, | |
| "step": 1480 | |
| }, | |
| { | |
| "epoch": 21.13, | |
| "learning_rate": 7.510836945648549e-05, | |
| "loss": 3.7829, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 21.41, | |
| "learning_rate": 7.477492497499166e-05, | |
| "loss": 3.7852, | |
| "step": 1520 | |
| }, | |
| { | |
| "epoch": 21.69, | |
| "learning_rate": 7.444148049349784e-05, | |
| "loss": 3.7721, | |
| "step": 1540 | |
| }, | |
| { | |
| "epoch": 21.97, | |
| "learning_rate": 7.4108036012004e-05, | |
| "loss": 3.7795, | |
| "step": 1560 | |
| }, | |
| { | |
| "epoch": 22.25, | |
| "learning_rate": 7.377459153051018e-05, | |
| "loss": 3.7653, | |
| "step": 1580 | |
| }, | |
| { | |
| "epoch": 22.54, | |
| "learning_rate": 7.344114704901635e-05, | |
| "loss": 3.7576, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 22.54, | |
| "eval_validation_accuracy": 0.24577837485751505, | |
| "eval_validation_loss": 5.9296875, | |
| "eval_validation_runtime": 103.1085, | |
| "eval_validation_samples_per_second": 6.983, | |
| "eval_validation_steps_per_second": 0.436, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 22.82, | |
| "learning_rate": 7.310770256752251e-05, | |
| "loss": 3.7596, | |
| "step": 1620 | |
| }, | |
| { | |
| "epoch": 23.1, | |
| "learning_rate": 7.277425808602868e-05, | |
| "loss": 3.7564, | |
| "step": 1640 | |
| }, | |
| { | |
| "epoch": 23.38, | |
| "learning_rate": 7.244081360453485e-05, | |
| "loss": 3.7419, | |
| "step": 1660 | |
| }, | |
| { | |
| "epoch": 23.66, | |
| "learning_rate": 7.210736912304102e-05, | |
| "loss": 3.7405, | |
| "step": 1680 | |
| }, | |
| { | |
| "epoch": 23.94, | |
| "learning_rate": 7.177392464154719e-05, | |
| "loss": 3.7394, | |
| "step": 1700 | |
| }, | |
| { | |
| "epoch": 24.23, | |
| "learning_rate": 7.144048016005335e-05, | |
| "loss": 3.7307, | |
| "step": 1720 | |
| }, | |
| { | |
| "epoch": 24.51, | |
| "learning_rate": 7.110703567855952e-05, | |
| "loss": 3.7282, | |
| "step": 1740 | |
| }, | |
| { | |
| "epoch": 24.79, | |
| "learning_rate": 7.077359119706569e-05, | |
| "loss": 3.7257, | |
| "step": 1760 | |
| }, | |
| { | |
| "epoch": 25.07, | |
| "learning_rate": 7.044014671557186e-05, | |
| "loss": 3.7163, | |
| "step": 1780 | |
| }, | |
| { | |
| "epoch": 25.35, | |
| "learning_rate": 7.010670223407803e-05, | |
| "loss": 3.7086, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 25.35, | |
| "eval_validation_accuracy": 0.2498147695815014, | |
| "eval_validation_loss": 5.87109375, | |
| "eval_validation_runtime": 101.5018, | |
| "eval_validation_samples_per_second": 7.093, | |
| "eval_validation_steps_per_second": 0.443, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 25.63, | |
| "learning_rate": 6.97732577525842e-05, | |
| "loss": 3.7055, | |
| "step": 1820 | |
| }, | |
| { | |
| "epoch": 25.92, | |
| "learning_rate": 6.943981327109038e-05, | |
| "loss": 3.7116, | |
| "step": 1840 | |
| }, | |
| { | |
| "epoch": 26.2, | |
| "learning_rate": 6.910636878959653e-05, | |
| "loss": 3.6953, | |
| "step": 1860 | |
| }, | |
| { | |
| "epoch": 26.48, | |
| "learning_rate": 6.87729243081027e-05, | |
| "loss": 3.7016, | |
| "step": 1880 | |
| }, | |
| { | |
| "epoch": 26.76, | |
| "learning_rate": 6.843947982660888e-05, | |
| "loss": 3.6928, | |
| "step": 1900 | |
| }, | |
| { | |
| "epoch": 27.04, | |
| "learning_rate": 6.810603534511503e-05, | |
| "loss": 3.6869, | |
| "step": 1920 | |
| }, | |
| { | |
| "epoch": 27.32, | |
| "learning_rate": 6.777259086362121e-05, | |
| "loss": 3.6707, | |
| "step": 1940 | |
| }, | |
| { | |
| "epoch": 27.61, | |
| "learning_rate": 6.743914638212738e-05, | |
| "loss": 3.6783, | |
| "step": 1960 | |
| }, | |
| { | |
| "epoch": 27.89, | |
| "learning_rate": 6.710570190063354e-05, | |
| "loss": 3.6793, | |
| "step": 1980 | |
| }, | |
| { | |
| "epoch": 28.17, | |
| "learning_rate": 6.677225741913972e-05, | |
| "loss": 3.6683, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 28.17, | |
| "eval_validation_accuracy": 0.25368289637952557, | |
| "eval_validation_loss": 5.80859375, | |
| "eval_validation_runtime": 101.9759, | |
| "eval_validation_samples_per_second": 7.06, | |
| "eval_validation_steps_per_second": 0.441, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 28.45, | |
| "learning_rate": 6.647215738579527e-05, | |
| "loss": 3.6639, | |
| "step": 2020 | |
| }, | |
| { | |
| "epoch": 28.73, | |
| "learning_rate": 6.613871290430144e-05, | |
| "loss": 3.6603, | |
| "step": 2040 | |
| }, | |
| { | |
| "epoch": 29.01, | |
| "learning_rate": 6.58052684228076e-05, | |
| "loss": 3.6586, | |
| "step": 2060 | |
| }, | |
| { | |
| "epoch": 29.3, | |
| "learning_rate": 6.547182394131377e-05, | |
| "loss": 3.6459, | |
| "step": 2080 | |
| }, | |
| { | |
| "epoch": 29.58, | |
| "learning_rate": 6.513837945981994e-05, | |
| "loss": 3.651, | |
| "step": 2100 | |
| }, | |
| { | |
| "epoch": 29.86, | |
| "learning_rate": 6.480493497832611e-05, | |
| "loss": 3.6535, | |
| "step": 2120 | |
| }, | |
| { | |
| "epoch": 30.14, | |
| "learning_rate": 6.447149049683228e-05, | |
| "loss": 3.6479, | |
| "step": 2140 | |
| }, | |
| { | |
| "epoch": 30.42, | |
| "learning_rate": 6.413804601533845e-05, | |
| "loss": 3.6367, | |
| "step": 2160 | |
| }, | |
| { | |
| "epoch": 30.7, | |
| "learning_rate": 6.380460153384463e-05, | |
| "loss": 3.6371, | |
| "step": 2180 | |
| }, | |
| { | |
| "epoch": 30.99, | |
| "learning_rate": 6.347115705235078e-05, | |
| "loss": 3.6359, | |
| "step": 2200 | |
| }, | |
| { | |
| "epoch": 30.99, | |
| "eval_validation_accuracy": 0.25744992672203226, | |
| "eval_validation_loss": 5.765625, | |
| "eval_validation_runtime": 101.6629, | |
| "eval_validation_samples_per_second": 7.082, | |
| "eval_validation_steps_per_second": 0.443, | |
| "step": 2200 | |
| }, | |
| { | |
| "epoch": 31.27, | |
| "learning_rate": 6.313771257085695e-05, | |
| "loss": 3.6198, | |
| "step": 2220 | |
| }, | |
| { | |
| "epoch": 31.55, | |
| "learning_rate": 6.280426808936313e-05, | |
| "loss": 3.6257, | |
| "step": 2240 | |
| }, | |
| { | |
| "epoch": 31.83, | |
| "learning_rate": 6.247082360786929e-05, | |
| "loss": 3.6197, | |
| "step": 2260 | |
| }, | |
| { | |
| "epoch": 32.11, | |
| "learning_rate": 6.213737912637547e-05, | |
| "loss": 3.6176, | |
| "step": 2280 | |
| }, | |
| { | |
| "epoch": 32.39, | |
| "learning_rate": 6.180393464488164e-05, | |
| "loss": 3.6092, | |
| "step": 2300 | |
| }, | |
| { | |
| "epoch": 32.68, | |
| "learning_rate": 6.147049016338779e-05, | |
| "loss": 3.6158, | |
| "step": 2320 | |
| }, | |
| { | |
| "epoch": 32.96, | |
| "learning_rate": 6.113704568189397e-05, | |
| "loss": 3.6158, | |
| "step": 2340 | |
| }, | |
| { | |
| "epoch": 33.24, | |
| "learning_rate": 6.080360120040014e-05, | |
| "loss": 3.6058, | |
| "step": 2360 | |
| }, | |
| { | |
| "epoch": 33.52, | |
| "learning_rate": 6.04701567189063e-05, | |
| "loss": 3.5952, | |
| "step": 2380 | |
| }, | |
| { | |
| "epoch": 33.8, | |
| "learning_rate": 6.0136712237412475e-05, | |
| "loss": 3.5999, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 33.8, | |
| "eval_validation_accuracy": 0.2595444553004397, | |
| "eval_validation_loss": 5.72265625, | |
| "eval_validation_runtime": 102.324, | |
| "eval_validation_samples_per_second": 7.036, | |
| "eval_validation_steps_per_second": 0.44, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 34.08, | |
| "learning_rate": 5.980326775591864e-05, | |
| "loss": 3.5934, | |
| "step": 2420 | |
| }, | |
| { | |
| "epoch": 34.37, | |
| "learning_rate": 5.9469823274424805e-05, | |
| "loss": 3.5853, | |
| "step": 2440 | |
| }, | |
| { | |
| "epoch": 34.65, | |
| "learning_rate": 5.913637879293098e-05, | |
| "loss": 3.5871, | |
| "step": 2460 | |
| }, | |
| { | |
| "epoch": 34.93, | |
| "learning_rate": 5.8802934311437154e-05, | |
| "loss": 3.5904, | |
| "step": 2480 | |
| }, | |
| { | |
| "epoch": 35.21, | |
| "learning_rate": 5.8469489829943315e-05, | |
| "loss": 3.5769, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 35.49, | |
| "learning_rate": 5.813604534844948e-05, | |
| "loss": 3.5827, | |
| "step": 2520 | |
| }, | |
| { | |
| "epoch": 35.77, | |
| "learning_rate": 5.780260086695566e-05, | |
| "loss": 3.5765, | |
| "step": 2540 | |
| }, | |
| { | |
| "epoch": 36.06, | |
| "learning_rate": 5.746915638546182e-05, | |
| "loss": 3.5735, | |
| "step": 2560 | |
| }, | |
| { | |
| "epoch": 36.34, | |
| "learning_rate": 5.7135711903967994e-05, | |
| "loss": 3.5705, | |
| "step": 2580 | |
| }, | |
| { | |
| "epoch": 36.62, | |
| "learning_rate": 5.680226742247416e-05, | |
| "loss": 3.5674, | |
| "step": 2600 | |
| }, | |
| { | |
| "epoch": 36.62, | |
| "eval_validation_accuracy": 0.26218789013732835, | |
| "eval_validation_loss": 5.6875, | |
| "eval_validation_runtime": 103.4486, | |
| "eval_validation_samples_per_second": 6.96, | |
| "eval_validation_steps_per_second": 0.435, | |
| "step": 2600 | |
| }, | |
| { | |
| "epoch": 36.9, | |
| "learning_rate": 5.646882294098032e-05, | |
| "loss": 3.5564, | |
| "step": 2620 | |
| }, | |
| { | |
| "epoch": 37.18, | |
| "learning_rate": 5.61353784594865e-05, | |
| "loss": 3.558, | |
| "step": 2640 | |
| }, | |
| { | |
| "epoch": 37.46, | |
| "learning_rate": 5.580193397799267e-05, | |
| "loss": 3.5563, | |
| "step": 2660 | |
| }, | |
| { | |
| "epoch": 37.75, | |
| "learning_rate": 5.5468489496498834e-05, | |
| "loss": 3.55, | |
| "step": 2680 | |
| }, | |
| { | |
| "epoch": 38.03, | |
| "learning_rate": 5.5135045015005e-05, | |
| "loss": 3.5521, | |
| "step": 2700 | |
| }, | |
| { | |
| "epoch": 38.31, | |
| "learning_rate": 5.480160053351118e-05, | |
| "loss": 3.5432, | |
| "step": 2720 | |
| }, | |
| { | |
| "epoch": 38.59, | |
| "learning_rate": 5.446815605201734e-05, | |
| "loss": 3.5401, | |
| "step": 2740 | |
| }, | |
| { | |
| "epoch": 38.87, | |
| "learning_rate": 5.413471157052351e-05, | |
| "loss": 3.5478, | |
| "step": 2760 | |
| }, | |
| { | |
| "epoch": 39.15, | |
| "learning_rate": 5.380126708902968e-05, | |
| "loss": 3.535, | |
| "step": 2780 | |
| }, | |
| { | |
| "epoch": 39.44, | |
| "learning_rate": 5.346782260753584e-05, | |
| "loss": 3.539, | |
| "step": 2800 | |
| }, | |
| { | |
| "epoch": 39.44, | |
| "eval_validation_accuracy": 0.2642464582315584, | |
| "eval_validation_loss": 5.65625, | |
| "eval_validation_runtime": 106.3096, | |
| "eval_validation_samples_per_second": 6.773, | |
| "eval_validation_steps_per_second": 0.423, | |
| "step": 2800 | |
| }, | |
| { | |
| "epoch": 39.72, | |
| "learning_rate": 5.3134378126042017e-05, | |
| "loss": 3.5391, | |
| "step": 2820 | |
| }, | |
| { | |
| "epoch": 40.0, | |
| "learning_rate": 5.280093364454819e-05, | |
| "loss": 3.5356, | |
| "step": 2840 | |
| }, | |
| { | |
| "epoch": 40.28, | |
| "learning_rate": 5.246748916305435e-05, | |
| "loss": 3.5212, | |
| "step": 2860 | |
| }, | |
| { | |
| "epoch": 40.56, | |
| "learning_rate": 5.213404468156052e-05, | |
| "loss": 3.5203, | |
| "step": 2880 | |
| }, | |
| { | |
| "epoch": 40.85, | |
| "learning_rate": 5.1800600200066695e-05, | |
| "loss": 3.5268, | |
| "step": 2900 | |
| }, | |
| { | |
| "epoch": 41.13, | |
| "learning_rate": 5.1467155718572856e-05, | |
| "loss": 3.5222, | |
| "step": 2920 | |
| }, | |
| { | |
| "epoch": 41.41, | |
| "learning_rate": 5.113371123707903e-05, | |
| "loss": 3.5145, | |
| "step": 2940 | |
| }, | |
| { | |
| "epoch": 41.69, | |
| "learning_rate": 5.08002667555852e-05, | |
| "loss": 3.5183, | |
| "step": 2960 | |
| }, | |
| { | |
| "epoch": 41.97, | |
| "learning_rate": 5.046682227409136e-05, | |
| "loss": 3.5173, | |
| "step": 2980 | |
| }, | |
| { | |
| "epoch": 42.25, | |
| "learning_rate": 5.0133377792597535e-05, | |
| "loss": 3.5035, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 42.25, | |
| "eval_validation_accuracy": 0.2663450578081746, | |
| "eval_validation_loss": 5.62890625, | |
| "eval_validation_runtime": 102.2875, | |
| "eval_validation_samples_per_second": 7.039, | |
| "eval_validation_steps_per_second": 0.44, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 42.54, | |
| "learning_rate": 4.9833277759253086e-05, | |
| "loss": 3.5085, | |
| "step": 3020 | |
| }, | |
| { | |
| "epoch": 42.82, | |
| "learning_rate": 4.9499833277759254e-05, | |
| "loss": 3.5061, | |
| "step": 3040 | |
| }, | |
| { | |
| "epoch": 43.1, | |
| "learning_rate": 4.916638879626542e-05, | |
| "loss": 3.506, | |
| "step": 3060 | |
| }, | |
| { | |
| "epoch": 43.38, | |
| "learning_rate": 4.88329443147716e-05, | |
| "loss": 3.5051, | |
| "step": 3080 | |
| }, | |
| { | |
| "epoch": 43.66, | |
| "learning_rate": 4.849949983327776e-05, | |
| "loss": 3.4926, | |
| "step": 3100 | |
| }, | |
| { | |
| "epoch": 43.94, | |
| "learning_rate": 4.8166055351783926e-05, | |
| "loss": 3.4964, | |
| "step": 3120 | |
| }, | |
| { | |
| "epoch": 44.23, | |
| "learning_rate": 4.78326108702901e-05, | |
| "loss": 3.4876, | |
| "step": 3140 | |
| }, | |
| { | |
| "epoch": 44.51, | |
| "learning_rate": 4.749916638879627e-05, | |
| "loss": 3.4919, | |
| "step": 3160 | |
| }, | |
| { | |
| "epoch": 44.79, | |
| "learning_rate": 4.716572190730244e-05, | |
| "loss": 3.495, | |
| "step": 3180 | |
| }, | |
| { | |
| "epoch": 45.07, | |
| "learning_rate": 4.6832277425808605e-05, | |
| "loss": 3.4821, | |
| "step": 3200 | |
| }, | |
| { | |
| "epoch": 45.07, | |
| "eval_validation_accuracy": 0.2684633338761331, | |
| "eval_validation_loss": 5.6015625, | |
| "eval_validation_runtime": 101.1239, | |
| "eval_validation_samples_per_second": 7.12, | |
| "eval_validation_steps_per_second": 0.445, | |
| "step": 3200 | |
| }, | |
| { | |
| "epoch": 45.35, | |
| "learning_rate": 4.649883294431477e-05, | |
| "loss": 3.4852, | |
| "step": 3220 | |
| }, | |
| { | |
| "epoch": 45.63, | |
| "learning_rate": 4.616538846282094e-05, | |
| "loss": 3.4793, | |
| "step": 3240 | |
| }, | |
| { | |
| "epoch": 45.92, | |
| "learning_rate": 4.5831943981327116e-05, | |
| "loss": 3.483, | |
| "step": 3260 | |
| }, | |
| { | |
| "epoch": 46.2, | |
| "learning_rate": 4.549849949983328e-05, | |
| "loss": 3.4746, | |
| "step": 3280 | |
| }, | |
| { | |
| "epoch": 46.48, | |
| "learning_rate": 4.5165055018339445e-05, | |
| "loss": 3.4752, | |
| "step": 3300 | |
| }, | |
| { | |
| "epoch": 46.76, | |
| "learning_rate": 4.483161053684562e-05, | |
| "loss": 3.4752, | |
| "step": 3320 | |
| }, | |
| { | |
| "epoch": 47.04, | |
| "learning_rate": 4.449816605535179e-05, | |
| "loss": 3.4763, | |
| "step": 3340 | |
| }, | |
| { | |
| "epoch": 47.32, | |
| "learning_rate": 4.4164721573857956e-05, | |
| "loss": 3.4687, | |
| "step": 3360 | |
| }, | |
| { | |
| "epoch": 47.61, | |
| "learning_rate": 4.3831277092364124e-05, | |
| "loss": 3.4674, | |
| "step": 3380 | |
| }, | |
| { | |
| "epoch": 47.89, | |
| "learning_rate": 4.349783261087029e-05, | |
| "loss": 3.4664, | |
| "step": 3400 | |
| }, | |
| { | |
| "epoch": 47.89, | |
| "eval_validation_accuracy": 0.2700048851978505, | |
| "eval_validation_loss": 5.58203125, | |
| "eval_validation_runtime": 99.6804, | |
| "eval_validation_samples_per_second": 7.223, | |
| "eval_validation_steps_per_second": 0.451, | |
| "step": 3400 | |
| }, | |
| { | |
| "epoch": 48.17, | |
| "learning_rate": 4.316438812937646e-05, | |
| "loss": 3.4543, | |
| "step": 3420 | |
| }, | |
| { | |
| "epoch": 48.45, | |
| "learning_rate": 4.2830943647882634e-05, | |
| "loss": 3.456, | |
| "step": 3440 | |
| }, | |
| { | |
| "epoch": 48.73, | |
| "learning_rate": 4.2497499166388796e-05, | |
| "loss": 3.4651, | |
| "step": 3460 | |
| }, | |
| { | |
| "epoch": 49.01, | |
| "learning_rate": 4.2164054684894964e-05, | |
| "loss": 3.4603, | |
| "step": 3480 | |
| }, | |
| { | |
| "epoch": 49.3, | |
| "learning_rate": 4.183061020340114e-05, | |
| "loss": 3.4466, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 49.58, | |
| "learning_rate": 4.1497165721907306e-05, | |
| "loss": 3.4556, | |
| "step": 3520 | |
| }, | |
| { | |
| "epoch": 49.86, | |
| "learning_rate": 4.1163721240413474e-05, | |
| "loss": 3.4501, | |
| "step": 3540 | |
| }, | |
| { | |
| "epoch": 50.14, | |
| "learning_rate": 4.083027675891964e-05, | |
| "loss": 3.4525, | |
| "step": 3560 | |
| }, | |
| { | |
| "epoch": 50.42, | |
| "learning_rate": 4.049683227742581e-05, | |
| "loss": 3.4449, | |
| "step": 3580 | |
| }, | |
| { | |
| "epoch": 50.7, | |
| "learning_rate": 4.016338779593198e-05, | |
| "loss": 3.4456, | |
| "step": 3600 | |
| }, | |
| { | |
| "epoch": 50.7, | |
| "eval_validation_accuracy": 0.2715294740270314, | |
| "eval_validation_loss": 5.55859375, | |
| "eval_validation_runtime": 99.8031, | |
| "eval_validation_samples_per_second": 7.214, | |
| "eval_validation_steps_per_second": 0.451, | |
| "step": 3600 | |
| }, | |
| { | |
| "epoch": 50.99, | |
| "learning_rate": 3.982994331443815e-05, | |
| "loss": 3.4467, | |
| "step": 3620 | |
| }, | |
| { | |
| "epoch": 51.27, | |
| "learning_rate": 3.9496498832944314e-05, | |
| "loss": 3.4418, | |
| "step": 3640 | |
| }, | |
| { | |
| "epoch": 51.55, | |
| "learning_rate": 3.916305435145048e-05, | |
| "loss": 3.4379, | |
| "step": 3660 | |
| }, | |
| { | |
| "epoch": 51.83, | |
| "learning_rate": 3.882960986995666e-05, | |
| "loss": 3.4415, | |
| "step": 3680 | |
| }, | |
| { | |
| "epoch": 52.11, | |
| "learning_rate": 3.8496165388462825e-05, | |
| "loss": 3.436, | |
| "step": 3700 | |
| }, | |
| { | |
| "epoch": 52.39, | |
| "learning_rate": 3.816272090696899e-05, | |
| "loss": 3.4276, | |
| "step": 3720 | |
| }, | |
| { | |
| "epoch": 52.68, | |
| "learning_rate": 3.7829276425475154e-05, | |
| "loss": 3.4394, | |
| "step": 3740 | |
| }, | |
| { | |
| "epoch": 52.96, | |
| "learning_rate": 3.749583194398133e-05, | |
| "loss": 3.4257, | |
| "step": 3760 | |
| }, | |
| { | |
| "epoch": 53.24, | |
| "learning_rate": 3.71623874624875e-05, | |
| "loss": 3.4201, | |
| "step": 3780 | |
| }, | |
| { | |
| "epoch": 53.52, | |
| "learning_rate": 3.6828942980993665e-05, | |
| "loss": 3.4257, | |
| "step": 3800 | |
| }, | |
| { | |
| "epoch": 53.52, | |
| "eval_validation_accuracy": 0.2729271834120393, | |
| "eval_validation_loss": 5.5390625, | |
| "eval_validation_runtime": 101.1833, | |
| "eval_validation_samples_per_second": 7.116, | |
| "eval_validation_steps_per_second": 0.445, | |
| "step": 3800 | |
| }, | |
| { | |
| "epoch": 53.8, | |
| "learning_rate": 3.649549849949983e-05, | |
| "loss": 3.4246, | |
| "step": 3820 | |
| }, | |
| { | |
| "epoch": 54.08, | |
| "learning_rate": 3.6162054018006e-05, | |
| "loss": 3.426, | |
| "step": 3840 | |
| }, | |
| { | |
| "epoch": 54.37, | |
| "learning_rate": 3.582860953651217e-05, | |
| "loss": 3.4149, | |
| "step": 3860 | |
| }, | |
| { | |
| "epoch": 54.65, | |
| "learning_rate": 3.5495165055018344e-05, | |
| "loss": 3.419, | |
| "step": 3880 | |
| }, | |
| { | |
| "epoch": 54.93, | |
| "learning_rate": 3.516172057352451e-05, | |
| "loss": 3.4144, | |
| "step": 3900 | |
| }, | |
| { | |
| "epoch": 55.21, | |
| "learning_rate": 3.482827609203067e-05, | |
| "loss": 3.4105, | |
| "step": 3920 | |
| }, | |
| { | |
| "epoch": 55.49, | |
| "learning_rate": 3.449483161053685e-05, | |
| "loss": 3.4093, | |
| "step": 3940 | |
| }, | |
| { | |
| "epoch": 55.77, | |
| "learning_rate": 3.4161387129043016e-05, | |
| "loss": 3.4146, | |
| "step": 3960 | |
| }, | |
| { | |
| "epoch": 56.06, | |
| "learning_rate": 3.3827942647549183e-05, | |
| "loss": 3.412, | |
| "step": 3980 | |
| }, | |
| { | |
| "epoch": 56.34, | |
| "learning_rate": 3.349449816605535e-05, | |
| "loss": 3.4016, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 56.34, | |
| "eval_validation_accuracy": 0.27392186397437984, | |
| "eval_validation_loss": 5.5234375, | |
| "eval_validation_runtime": 101.7145, | |
| "eval_validation_samples_per_second": 7.079, | |
| "eval_validation_steps_per_second": 0.442, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 56.62, | |
| "learning_rate": 3.319439813271091e-05, | |
| "loss": 3.41, | |
| "step": 4020 | |
| }, | |
| { | |
| "epoch": 56.9, | |
| "learning_rate": 3.286095365121708e-05, | |
| "loss": 3.4075, | |
| "step": 4040 | |
| }, | |
| { | |
| "epoch": 57.18, | |
| "learning_rate": 3.252750916972324e-05, | |
| "loss": 3.409, | |
| "step": 4060 | |
| }, | |
| { | |
| "epoch": 57.46, | |
| "learning_rate": 3.2194064688229413e-05, | |
| "loss": 3.3959, | |
| "step": 4080 | |
| }, | |
| { | |
| "epoch": 57.75, | |
| "learning_rate": 3.186062020673558e-05, | |
| "loss": 3.3929, | |
| "step": 4100 | |
| }, | |
| { | |
| "epoch": 58.03, | |
| "learning_rate": 3.152717572524175e-05, | |
| "loss": 3.4073, | |
| "step": 4120 | |
| }, | |
| { | |
| "epoch": 58.31, | |
| "learning_rate": 3.119373124374792e-05, | |
| "loss": 3.3896, | |
| "step": 4140 | |
| }, | |
| { | |
| "epoch": 58.59, | |
| "learning_rate": 3.0860286762254085e-05, | |
| "loss": 3.3928, | |
| "step": 4160 | |
| }, | |
| { | |
| "epoch": 58.87, | |
| "learning_rate": 3.052684228076025e-05, | |
| "loss": 3.4, | |
| "step": 4180 | |
| }, | |
| { | |
| "epoch": 59.15, | |
| "learning_rate": 3.0193397799266425e-05, | |
| "loss": 3.3962, | |
| "step": 4200 | |
| }, | |
| { | |
| "epoch": 59.15, | |
| "eval_validation_accuracy": 0.2753813168322206, | |
| "eval_validation_loss": 5.51171875, | |
| "eval_validation_runtime": 100.6128, | |
| "eval_validation_samples_per_second": 7.156, | |
| "eval_validation_steps_per_second": 0.447, | |
| "step": 4200 | |
| }, | |
| { | |
| "epoch": 59.44, | |
| "learning_rate": 2.9859953317772593e-05, | |
| "loss": 3.3818, | |
| "step": 4220 | |
| }, | |
| { | |
| "epoch": 59.72, | |
| "learning_rate": 2.952650883627876e-05, | |
| "loss": 3.3882, | |
| "step": 4240 | |
| }, | |
| { | |
| "epoch": 60.0, | |
| "learning_rate": 2.919306435478493e-05, | |
| "loss": 3.387, | |
| "step": 4260 | |
| }, | |
| { | |
| "epoch": 60.28, | |
| "learning_rate": 2.88596198732911e-05, | |
| "loss": 3.384, | |
| "step": 4280 | |
| }, | |
| { | |
| "epoch": 60.56, | |
| "learning_rate": 2.8526175391797265e-05, | |
| "loss": 3.3829, | |
| "step": 4300 | |
| }, | |
| { | |
| "epoch": 60.85, | |
| "learning_rate": 2.8192730910303433e-05, | |
| "loss": 3.3849, | |
| "step": 4320 | |
| }, | |
| { | |
| "epoch": 61.13, | |
| "learning_rate": 2.7859286428809604e-05, | |
| "loss": 3.3766, | |
| "step": 4340 | |
| }, | |
| { | |
| "epoch": 61.41, | |
| "learning_rate": 2.7525841947315772e-05, | |
| "loss": 3.3792, | |
| "step": 4360 | |
| }, | |
| { | |
| "epoch": 61.69, | |
| "learning_rate": 2.719239746582194e-05, | |
| "loss": 3.3792, | |
| "step": 4380 | |
| }, | |
| { | |
| "epoch": 61.97, | |
| "learning_rate": 2.685895298432811e-05, | |
| "loss": 3.3873, | |
| "step": 4400 | |
| }, | |
| { | |
| "epoch": 61.97, | |
| "eval_validation_accuracy": 0.27612902350322965, | |
| "eval_validation_loss": 5.5, | |
| "eval_validation_runtime": 100.988, | |
| "eval_validation_samples_per_second": 7.13, | |
| "eval_validation_steps_per_second": 0.446, | |
| "step": 4400 | |
| }, | |
| { | |
| "epoch": 62.25, | |
| "learning_rate": 2.652550850283428e-05, | |
| "loss": 3.3768, | |
| "step": 4420 | |
| }, | |
| { | |
| "epoch": 62.54, | |
| "learning_rate": 2.6192064021340444e-05, | |
| "loss": 3.3768, | |
| "step": 4440 | |
| }, | |
| { | |
| "epoch": 62.82, | |
| "learning_rate": 2.585861953984662e-05, | |
| "loss": 3.3748, | |
| "step": 4460 | |
| }, | |
| { | |
| "epoch": 63.1, | |
| "learning_rate": 2.5525175058352783e-05, | |
| "loss": 3.3686, | |
| "step": 4480 | |
| }, | |
| { | |
| "epoch": 63.38, | |
| "learning_rate": 2.519173057685895e-05, | |
| "loss": 3.3712, | |
| "step": 4500 | |
| }, | |
| { | |
| "epoch": 63.66, | |
| "learning_rate": 2.4858286095365123e-05, | |
| "loss": 3.3711, | |
| "step": 4520 | |
| }, | |
| { | |
| "epoch": 63.94, | |
| "learning_rate": 2.452484161387129e-05, | |
| "loss": 3.364, | |
| "step": 4540 | |
| }, | |
| { | |
| "epoch": 64.23, | |
| "learning_rate": 2.4191397132377462e-05, | |
| "loss": 3.3646, | |
| "step": 4560 | |
| }, | |
| { | |
| "epoch": 64.51, | |
| "learning_rate": 2.3857952650883627e-05, | |
| "loss": 3.3617, | |
| "step": 4580 | |
| }, | |
| { | |
| "epoch": 64.79, | |
| "learning_rate": 2.3524508169389798e-05, | |
| "loss": 3.3626, | |
| "step": 4600 | |
| }, | |
| { | |
| "epoch": 64.79, | |
| "eval_validation_accuracy": 0.2768007382076752, | |
| "eval_validation_loss": 5.48828125, | |
| "eval_validation_runtime": 99.65, | |
| "eval_validation_samples_per_second": 7.225, | |
| "eval_validation_steps_per_second": 0.452, | |
| "step": 4600 | |
| }, | |
| { | |
| "epoch": 65.07, | |
| "learning_rate": 2.3191063687895966e-05, | |
| "loss": 3.3644, | |
| "step": 4620 | |
| }, | |
| { | |
| "epoch": 65.35, | |
| "learning_rate": 2.2857619206402134e-05, | |
| "loss": 3.3611, | |
| "step": 4640 | |
| }, | |
| { | |
| "epoch": 65.63, | |
| "learning_rate": 2.2524174724908302e-05, | |
| "loss": 3.358, | |
| "step": 4660 | |
| }, | |
| { | |
| "epoch": 65.92, | |
| "learning_rate": 2.2190730243414473e-05, | |
| "loss": 3.3628, | |
| "step": 4680 | |
| }, | |
| { | |
| "epoch": 66.2, | |
| "learning_rate": 2.185728576192064e-05, | |
| "loss": 3.3557, | |
| "step": 4700 | |
| }, | |
| { | |
| "epoch": 66.48, | |
| "learning_rate": 2.152384128042681e-05, | |
| "loss": 3.3585, | |
| "step": 4720 | |
| }, | |
| { | |
| "epoch": 66.76, | |
| "learning_rate": 2.119039679893298e-05, | |
| "loss": 3.3613, | |
| "step": 4740 | |
| }, | |
| { | |
| "epoch": 67.04, | |
| "learning_rate": 2.0856952317439145e-05, | |
| "loss": 3.3578, | |
| "step": 4760 | |
| }, | |
| { | |
| "epoch": 67.32, | |
| "learning_rate": 2.0523507835945317e-05, | |
| "loss": 3.3487, | |
| "step": 4780 | |
| }, | |
| { | |
| "epoch": 67.61, | |
| "learning_rate": 2.0190063354451485e-05, | |
| "loss": 3.3489, | |
| "step": 4800 | |
| }, | |
| { | |
| "epoch": 67.61, | |
| "eval_validation_accuracy": 0.2774181729360039, | |
| "eval_validation_loss": 5.484375, | |
| "eval_validation_runtime": 103.1105, | |
| "eval_validation_samples_per_second": 6.983, | |
| "eval_validation_steps_per_second": 0.436, | |
| "step": 4800 | |
| }, | |
| { | |
| "epoch": 67.89, | |
| "learning_rate": 1.9856618872957653e-05, | |
| "loss": 3.3488, | |
| "step": 4820 | |
| }, | |
| { | |
| "epoch": 68.17, | |
| "learning_rate": 1.952317439146382e-05, | |
| "loss": 3.3569, | |
| "step": 4840 | |
| }, | |
| { | |
| "epoch": 68.45, | |
| "learning_rate": 1.9189729909969992e-05, | |
| "loss": 3.3489, | |
| "step": 4860 | |
| }, | |
| { | |
| "epoch": 68.73, | |
| "learning_rate": 1.885628542847616e-05, | |
| "loss": 3.3446, | |
| "step": 4880 | |
| }, | |
| { | |
| "epoch": 69.01, | |
| "learning_rate": 1.8522840946982328e-05, | |
| "loss": 3.3533, | |
| "step": 4900 | |
| }, | |
| { | |
| "epoch": 69.3, | |
| "learning_rate": 1.81893964654885e-05, | |
| "loss": 3.3408, | |
| "step": 4920 | |
| }, | |
| { | |
| "epoch": 69.58, | |
| "learning_rate": 1.7855951983994664e-05, | |
| "loss": 3.3448, | |
| "step": 4940 | |
| }, | |
| { | |
| "epoch": 69.86, | |
| "learning_rate": 1.7522507502500835e-05, | |
| "loss": 3.3509, | |
| "step": 4960 | |
| }, | |
| { | |
| "epoch": 70.14, | |
| "learning_rate": 1.7189063021007003e-05, | |
| "loss": 3.3399, | |
| "step": 4980 | |
| }, | |
| { | |
| "epoch": 70.42, | |
| "learning_rate": 1.685561853951317e-05, | |
| "loss": 3.3397, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 70.42, | |
| "eval_validation_accuracy": 0.2781387396189546, | |
| "eval_validation_loss": 5.47265625, | |
| "eval_validation_runtime": 101.8554, | |
| "eval_validation_samples_per_second": 7.069, | |
| "eval_validation_steps_per_second": 0.442, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 70.7, | |
| "learning_rate": 1.6555518506168722e-05, | |
| "loss": 3.3438, | |
| "step": 5020 | |
| }, | |
| { | |
| "epoch": 70.99, | |
| "learning_rate": 1.6222074024674894e-05, | |
| "loss": 3.3397, | |
| "step": 5040 | |
| }, | |
| { | |
| "epoch": 71.27, | |
| "learning_rate": 1.588862954318106e-05, | |
| "loss": 3.338, | |
| "step": 5060 | |
| }, | |
| { | |
| "epoch": 71.55, | |
| "learning_rate": 1.555518506168723e-05, | |
| "loss": 3.3334, | |
| "step": 5080 | |
| }, | |
| { | |
| "epoch": 71.83, | |
| "learning_rate": 1.52217405801934e-05, | |
| "loss": 3.3395, | |
| "step": 5100 | |
| }, | |
| { | |
| "epoch": 72.11, | |
| "learning_rate": 1.4888296098699567e-05, | |
| "loss": 3.34, | |
| "step": 5120 | |
| }, | |
| { | |
| "epoch": 72.39, | |
| "learning_rate": 1.4554851617205737e-05, | |
| "loss": 3.3338, | |
| "step": 5140 | |
| }, | |
| { | |
| "epoch": 72.68, | |
| "learning_rate": 1.4221407135711903e-05, | |
| "loss": 3.3357, | |
| "step": 5160 | |
| }, | |
| { | |
| "epoch": 72.96, | |
| "learning_rate": 1.3887962654218073e-05, | |
| "loss": 3.3378, | |
| "step": 5180 | |
| }, | |
| { | |
| "epoch": 73.24, | |
| "learning_rate": 1.3554518172724243e-05, | |
| "loss": 3.338, | |
| "step": 5200 | |
| }, | |
| { | |
| "epoch": 73.24, | |
| "eval_validation_accuracy": 0.27860486891385766, | |
| "eval_validation_loss": 5.46875, | |
| "eval_validation_runtime": 101.8164, | |
| "eval_validation_samples_per_second": 7.072, | |
| "eval_validation_steps_per_second": 0.442, | |
| "step": 5200 | |
| }, | |
| { | |
| "epoch": 73.52, | |
| "learning_rate": 1.3221073691230409e-05, | |
| "loss": 3.3351, | |
| "step": 5220 | |
| }, | |
| { | |
| "epoch": 73.8, | |
| "learning_rate": 1.2887629209736579e-05, | |
| "loss": 3.3352, | |
| "step": 5240 | |
| }, | |
| { | |
| "epoch": 74.08, | |
| "learning_rate": 1.2554184728242748e-05, | |
| "loss": 3.333, | |
| "step": 5260 | |
| }, | |
| { | |
| "epoch": 74.37, | |
| "learning_rate": 1.2220740246748916e-05, | |
| "loss": 3.3285, | |
| "step": 5280 | |
| }, | |
| { | |
| "epoch": 74.65, | |
| "learning_rate": 1.1887295765255086e-05, | |
| "loss": 3.3253, | |
| "step": 5300 | |
| }, | |
| { | |
| "epoch": 74.93, | |
| "learning_rate": 1.1553851283761254e-05, | |
| "loss": 3.3316, | |
| "step": 5320 | |
| }, | |
| { | |
| "epoch": 75.21, | |
| "learning_rate": 1.1220406802267424e-05, | |
| "loss": 3.3236, | |
| "step": 5340 | |
| }, | |
| { | |
| "epoch": 75.49, | |
| "learning_rate": 1.0886962320773592e-05, | |
| "loss": 3.3257, | |
| "step": 5360 | |
| }, | |
| { | |
| "epoch": 75.77, | |
| "learning_rate": 1.055351783927976e-05, | |
| "loss": 3.3299, | |
| "step": 5380 | |
| }, | |
| { | |
| "epoch": 76.06, | |
| "learning_rate": 1.022007335778593e-05, | |
| "loss": 3.3305, | |
| "step": 5400 | |
| }, | |
| { | |
| "epoch": 76.06, | |
| "eval_validation_accuracy": 0.2790011127395104, | |
| "eval_validation_loss": 5.46484375, | |
| "eval_validation_runtime": 100.3292, | |
| "eval_validation_samples_per_second": 7.176, | |
| "eval_validation_steps_per_second": 0.449, | |
| "step": 5400 | |
| }, | |
| { | |
| "epoch": 76.34, | |
| "learning_rate": 9.886628876292097e-06, | |
| "loss": 3.321, | |
| "step": 5420 | |
| }, | |
| { | |
| "epoch": 76.62, | |
| "learning_rate": 9.553184394798265e-06, | |
| "loss": 3.3226, | |
| "step": 5440 | |
| }, | |
| { | |
| "epoch": 76.9, | |
| "learning_rate": 9.219739913304435e-06, | |
| "loss": 3.3276, | |
| "step": 5460 | |
| }, | |
| { | |
| "epoch": 77.18, | |
| "learning_rate": 8.886295431810605e-06, | |
| "loss": 3.3269, | |
| "step": 5480 | |
| }, | |
| { | |
| "epoch": 77.46, | |
| "learning_rate": 8.552850950316773e-06, | |
| "loss": 3.3205, | |
| "step": 5500 | |
| }, | |
| { | |
| "epoch": 77.75, | |
| "learning_rate": 8.219406468822942e-06, | |
| "loss": 3.3217, | |
| "step": 5520 | |
| }, | |
| { | |
| "epoch": 78.03, | |
| "learning_rate": 7.88596198732911e-06, | |
| "loss": 3.3265, | |
| "step": 5540 | |
| }, | |
| { | |
| "epoch": 78.31, | |
| "learning_rate": 7.552517505835278e-06, | |
| "loss": 3.3204, | |
| "step": 5560 | |
| }, | |
| { | |
| "epoch": 78.59, | |
| "learning_rate": 7.219073024341448e-06, | |
| "loss": 3.3213, | |
| "step": 5580 | |
| }, | |
| { | |
| "epoch": 78.87, | |
| "learning_rate": 6.885628542847617e-06, | |
| "loss": 3.3142, | |
| "step": 5600 | |
| }, | |
| { | |
| "epoch": 78.87, | |
| "eval_validation_accuracy": 0.27932543559680834, | |
| "eval_validation_loss": 5.4609375, | |
| "eval_validation_runtime": 99.2613, | |
| "eval_validation_samples_per_second": 7.254, | |
| "eval_validation_steps_per_second": 0.453, | |
| "step": 5600 | |
| }, | |
| { | |
| "epoch": 79.15, | |
| "learning_rate": 6.552184061353785e-06, | |
| "loss": 3.3212, | |
| "step": 5620 | |
| }, | |
| { | |
| "epoch": 79.44, | |
| "learning_rate": 6.2187395798599535e-06, | |
| "loss": 3.3174, | |
| "step": 5640 | |
| }, | |
| { | |
| "epoch": 79.72, | |
| "learning_rate": 5.885295098366122e-06, | |
| "loss": 3.3164, | |
| "step": 5660 | |
| }, | |
| { | |
| "epoch": 80.0, | |
| "learning_rate": 5.551850616872291e-06, | |
| "loss": 3.3221, | |
| "step": 5680 | |
| }, | |
| { | |
| "epoch": 80.28, | |
| "learning_rate": 5.21840613537846e-06, | |
| "loss": 3.3189, | |
| "step": 5700 | |
| }, | |
| { | |
| "epoch": 80.56, | |
| "learning_rate": 4.884961653884629e-06, | |
| "loss": 3.3212, | |
| "step": 5720 | |
| }, | |
| { | |
| "epoch": 80.85, | |
| "learning_rate": 4.551517172390797e-06, | |
| "loss": 3.3155, | |
| "step": 5740 | |
| }, | |
| { | |
| "epoch": 81.13, | |
| "learning_rate": 4.218072690896966e-06, | |
| "loss": 3.3167, | |
| "step": 5760 | |
| }, | |
| { | |
| "epoch": 81.41, | |
| "learning_rate": 3.8846282094031345e-06, | |
| "loss": 3.3181, | |
| "step": 5780 | |
| }, | |
| { | |
| "epoch": 81.69, | |
| "learning_rate": 3.5511837279093033e-06, | |
| "loss": 3.3108, | |
| "step": 5800 | |
| }, | |
| { | |
| "epoch": 81.69, | |
| "eval_validation_accuracy": 0.2794719915323237, | |
| "eval_validation_loss": 5.45703125, | |
| "eval_validation_runtime": 100.6515, | |
| "eval_validation_samples_per_second": 7.153, | |
| "eval_validation_steps_per_second": 0.447, | |
| "step": 5800 | |
| }, | |
| { | |
| "epoch": 81.97, | |
| "learning_rate": 3.217739246415472e-06, | |
| "loss": 3.3192, | |
| "step": 5820 | |
| }, | |
| { | |
| "epoch": 82.25, | |
| "learning_rate": 2.884294764921641e-06, | |
| "loss": 3.3208, | |
| "step": 5840 | |
| }, | |
| { | |
| "epoch": 82.54, | |
| "learning_rate": 2.5508502834278094e-06, | |
| "loss": 3.3063, | |
| "step": 5860 | |
| }, | |
| { | |
| "epoch": 82.82, | |
| "learning_rate": 2.2174058019339782e-06, | |
| "loss": 3.3141, | |
| "step": 5880 | |
| }, | |
| { | |
| "epoch": 83.1, | |
| "learning_rate": 1.8839613204401467e-06, | |
| "loss": 3.3149, | |
| "step": 5900 | |
| }, | |
| { | |
| "epoch": 83.38, | |
| "learning_rate": 1.5505168389463155e-06, | |
| "loss": 3.3159, | |
| "step": 5920 | |
| }, | |
| { | |
| "epoch": 83.66, | |
| "learning_rate": 1.2170723574524843e-06, | |
| "loss": 3.3104, | |
| "step": 5940 | |
| }, | |
| { | |
| "epoch": 83.94, | |
| "learning_rate": 8.836278759586529e-07, | |
| "loss": 3.3139, | |
| "step": 5960 | |
| }, | |
| { | |
| "epoch": 84.23, | |
| "learning_rate": 5.501833944648216e-07, | |
| "loss": 3.3131, | |
| "step": 5980 | |
| }, | |
| { | |
| "epoch": 84.51, | |
| "learning_rate": 2.1673891297099036e-07, | |
| "loss": 3.3126, | |
| "step": 6000 | |
| }, | |
| { | |
| "epoch": 84.51, | |
| "eval_validation_accuracy": 0.27968436193888074, | |
| "eval_validation_loss": 5.45703125, | |
| "eval_validation_runtime": 101.2584, | |
| "eval_validation_samples_per_second": 7.111, | |
| "eval_validation_steps_per_second": 0.444, | |
| "step": 6000 | |
| }, | |
| { | |
| "epoch": 84.51, | |
| "step": 6000, | |
| "total_flos": 1.2863463988238746e+19, | |
| "train_loss": 3.6562127278645833, | |
| "train_runtime": 21626.0725, | |
| "train_samples_per_second": 53.269, | |
| "train_steps_per_second": 0.277 | |
| } | |
| ], | |
| "max_steps": 6000, | |
| "num_train_epochs": 85, | |
| "total_flos": 1.2863463988238746e+19, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |