{ "best_metric": 1.5390384197235107, "best_model_checkpoint": "facial_age_image_detection/checkpoint-15680", "epoch": 49.0, "eval_steps": 500, "global_step": 15680, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "eval_accuracy": 0.22556684910086006, "eval_loss": 2.945213556289673, "eval_runtime": 51.2577, "eval_samples_per_second": 99.809, "eval_steps_per_second": 3.121, "step": 320 }, { "epoch": 1.56, "learning_rate": 2.915360501567398e-06, "loss": 2.913, "step": 500 }, { "epoch": 2.0, "eval_accuracy": 0.2580140734949179, "eval_loss": 2.7111563682556152, "eval_runtime": 50.9659, "eval_samples_per_second": 100.381, "eval_steps_per_second": 3.139, "step": 640 }, { "epoch": 3.0, "eval_accuracy": 0.2922204847537138, "eval_loss": 2.557264804840088, "eval_runtime": 51.3801, "eval_samples_per_second": 99.572, "eval_steps_per_second": 3.114, "step": 960 }, { "epoch": 3.12, "learning_rate": 2.821316614420063e-06, "loss": 2.4834, "step": 1000 }, { "epoch": 4.0, "eval_accuracy": 0.3027756059421423, "eval_loss": 2.448474645614624, "eval_runtime": 51.2195, "eval_samples_per_second": 99.884, "eval_steps_per_second": 3.124, "step": 1280 }, { "epoch": 4.69, "learning_rate": 2.7272727272727272e-06, "loss": 2.246, "step": 1500 }, { "epoch": 5.0, "eval_accuracy": 0.31841282251759184, "eval_loss": 2.3704957962036133, "eval_runtime": 51.7745, "eval_samples_per_second": 98.813, "eval_steps_per_second": 3.09, "step": 1600 }, { "epoch": 6.0, "eval_accuracy": 0.3348318999218139, "eval_loss": 2.298917055130005, "eval_runtime": 51.1066, "eval_samples_per_second": 100.104, "eval_steps_per_second": 3.131, "step": 1920 }, { "epoch": 6.25, "learning_rate": 2.633228840125392e-06, "loss": 2.1013, "step": 2000 }, { "epoch": 7.0, "eval_accuracy": 0.3336591086786552, "eval_loss": 2.2518346309661865, "eval_runtime": 51.0284, "eval_samples_per_second": 100.258, "eval_steps_per_second": 3.136, "step": 2240 }, { "epoch": 7.81, "learning_rate": 2.5391849529780565e-06, "loss": 1.992, "step": 2500 }, { "epoch": 8.0, "eval_accuracy": 0.3506645817044566, "eval_loss": 2.195549249649048, "eval_runtime": 50.666, "eval_samples_per_second": 100.975, "eval_steps_per_second": 3.158, "step": 2560 }, { "epoch": 9.0, "eval_accuracy": 0.3596559812353401, "eval_loss": 2.1464827060699463, "eval_runtime": 51.2548, "eval_samples_per_second": 99.815, "eval_steps_per_second": 3.122, "step": 2880 }, { "epoch": 9.38, "learning_rate": 2.445141065830721e-06, "loss": 1.9057, "step": 3000 }, { "epoch": 10.0, "eval_accuracy": 0.3844800625488663, "eval_loss": 2.097637176513672, "eval_runtime": 51.7915, "eval_samples_per_second": 98.781, "eval_steps_per_second": 3.089, "step": 3200 }, { "epoch": 10.94, "learning_rate": 2.3510971786833857e-06, "loss": 1.8272, "step": 3500 }, { "epoch": 11.0, "eval_accuracy": 0.3784206411258796, "eval_loss": 2.0678927898406982, "eval_runtime": 52.5229, "eval_samples_per_second": 97.405, "eval_steps_per_second": 3.046, "step": 3520 }, { "epoch": 12.0, "eval_accuracy": 0.388975762314308, "eval_loss": 2.0365805625915527, "eval_runtime": 52.5303, "eval_samples_per_second": 97.391, "eval_steps_per_second": 3.046, "step": 3840 }, { "epoch": 12.5, "learning_rate": 2.2570532915360503e-06, "loss": 1.7607, "step": 4000 }, { "epoch": 13.0, "eval_accuracy": 0.4012900703674746, "eval_loss": 1.9932725429534912, "eval_runtime": 51.4196, "eval_samples_per_second": 99.495, "eval_steps_per_second": 3.112, "step": 4160 }, { "epoch": 14.0, "eval_accuracy": 0.39190774042220483, "eval_loss": 1.9702576398849487, "eval_runtime": 51.6324, "eval_samples_per_second": 99.085, "eval_steps_per_second": 3.099, "step": 4480 }, { "epoch": 14.06, "learning_rate": 2.163009404388715e-06, "loss": 1.7033, "step": 4500 }, { "epoch": 15.0, "eval_accuracy": 0.39874902267396406, "eval_loss": 1.9390950202941895, "eval_runtime": 51.5713, "eval_samples_per_second": 99.203, "eval_steps_per_second": 3.103, "step": 4800 }, { "epoch": 15.62, "learning_rate": 2.0689655172413796e-06, "loss": 1.6414, "step": 5000 }, { "epoch": 16.0, "eval_accuracy": 0.40187646598905397, "eval_loss": 1.914416790008545, "eval_runtime": 51.2253, "eval_samples_per_second": 99.872, "eval_steps_per_second": 3.123, "step": 5120 }, { "epoch": 17.0, "eval_accuracy": 0.405199374511337, "eval_loss": 1.8871612548828125, "eval_runtime": 51.1314, "eval_samples_per_second": 100.056, "eval_steps_per_second": 3.129, "step": 5440 }, { "epoch": 17.19, "learning_rate": 1.9749216300940438e-06, "loss": 1.5939, "step": 5500 }, { "epoch": 18.0, "eval_accuracy": 0.40852228303362004, "eval_loss": 1.8684996366500854, "eval_runtime": 52.2991, "eval_samples_per_second": 97.822, "eval_steps_per_second": 3.059, "step": 5760 }, { "epoch": 18.75, "learning_rate": 1.8808777429467086e-06, "loss": 1.5461, "step": 6000 }, { "epoch": 19.0, "eval_accuracy": 0.4161454261141517, "eval_loss": 1.842322587966919, "eval_runtime": 51.5547, "eval_samples_per_second": 99.234, "eval_steps_per_second": 3.104, "step": 6080 }, { "epoch": 20.0, "eval_accuracy": 0.41575449569976547, "eval_loss": 1.8240511417388916, "eval_runtime": 51.0599, "eval_samples_per_second": 100.196, "eval_steps_per_second": 3.134, "step": 6400 }, { "epoch": 20.31, "learning_rate": 1.786833855799373e-06, "loss": 1.5016, "step": 6500 }, { "epoch": 21.0, "eval_accuracy": 0.4245504300234558, "eval_loss": 1.7987163066864014, "eval_runtime": 52.1072, "eval_samples_per_second": 98.182, "eval_steps_per_second": 3.071, "step": 6720 }, { "epoch": 21.88, "learning_rate": 1.6927899686520374e-06, "loss": 1.4636, "step": 7000 }, { "epoch": 22.0, "eval_accuracy": 0.42865519937451135, "eval_loss": 1.777077078819275, "eval_runtime": 51.2408, "eval_samples_per_second": 99.842, "eval_steps_per_second": 3.123, "step": 7040 }, { "epoch": 23.0, "eval_accuracy": 0.4292415949960907, "eval_loss": 1.7641410827636719, "eval_runtime": 51.4723, "eval_samples_per_second": 99.393, "eval_steps_per_second": 3.108, "step": 7360 }, { "epoch": 23.44, "learning_rate": 1.5987460815047023e-06, "loss": 1.4204, "step": 7500 }, { "epoch": 24.0, "eval_accuracy": 0.4462470680218921, "eval_loss": 1.7357829809188843, "eval_runtime": 51.0544, "eval_samples_per_second": 100.207, "eval_steps_per_second": 3.134, "step": 7680 }, { "epoch": 25.0, "learning_rate": 1.5047021943573667e-06, "loss": 1.3845, "step": 8000 }, { "epoch": 25.0, "eval_accuracy": 0.4472243940578577, "eval_loss": 1.7216110229492188, "eval_runtime": 51.2122, "eval_samples_per_second": 99.898, "eval_steps_per_second": 3.124, "step": 8000 }, { "epoch": 26.0, "eval_accuracy": 0.45054730258014075, "eval_loss": 1.7076504230499268, "eval_runtime": 51.4157, "eval_samples_per_second": 99.503, "eval_steps_per_second": 3.112, "step": 8320 }, { "epoch": 26.56, "learning_rate": 1.4106583072100315e-06, "loss": 1.3521, "step": 8500 }, { "epoch": 27.0, "eval_accuracy": 0.45347928068803756, "eval_loss": 1.6927095651626587, "eval_runtime": 51.5458, "eval_samples_per_second": 99.252, "eval_steps_per_second": 3.104, "step": 8640 }, { "epoch": 28.0, "eval_accuracy": 0.45856137607505865, "eval_loss": 1.6739999055862427, "eval_runtime": 51.4056, "eval_samples_per_second": 99.522, "eval_steps_per_second": 3.112, "step": 8960 }, { "epoch": 28.12, "learning_rate": 1.316614420062696e-06, "loss": 1.322, "step": 9000 }, { "epoch": 29.0, "eval_accuracy": 0.45269741985926504, "eval_loss": 1.6700100898742676, "eval_runtime": 51.1233, "eval_samples_per_second": 100.072, "eval_steps_per_second": 3.13, "step": 9280 }, { "epoch": 29.69, "learning_rate": 1.2225705329153605e-06, "loss": 1.2923, "step": 9500 }, { "epoch": 30.0, "eval_accuracy": 0.46325254104769353, "eval_loss": 1.648740291595459, "eval_runtime": 52.5113, "eval_samples_per_second": 97.427, "eval_steps_per_second": 3.047, "step": 9600 }, { "epoch": 31.0, "eval_accuracy": 0.4611024237685692, "eval_loss": 1.6401363611221313, "eval_runtime": 52.7667, "eval_samples_per_second": 96.955, "eval_steps_per_second": 3.032, "step": 9920 }, { "epoch": 31.25, "learning_rate": 1.1285266457680252e-06, "loss": 1.2658, "step": 10000 }, { "epoch": 32.0, "eval_accuracy": 0.47146207974980453, "eval_loss": 1.6254924535751343, "eval_runtime": 52.1102, "eval_samples_per_second": 98.177, "eval_steps_per_second": 3.07, "step": 10240 }, { "epoch": 32.81, "learning_rate": 1.0344827586206898e-06, "loss": 1.245, "step": 10500 }, { "epoch": 33.0, "eval_accuracy": 0.4683346364347146, "eval_loss": 1.6232922077178955, "eval_runtime": 50.6089, "eval_samples_per_second": 101.089, "eval_steps_per_second": 3.161, "step": 10560 }, { "epoch": 34.0, "eval_accuracy": 0.47439405785770133, "eval_loss": 1.6077964305877686, "eval_runtime": 53.7216, "eval_samples_per_second": 95.232, "eval_steps_per_second": 2.978, "step": 10880 }, { "epoch": 34.38, "learning_rate": 9.404388714733543e-07, "loss": 1.2201, "step": 11000 }, { "epoch": 35.0, "eval_accuracy": 0.47537138389366695, "eval_loss": 1.5978459119796753, "eval_runtime": 51.1056, "eval_samples_per_second": 100.107, "eval_steps_per_second": 3.131, "step": 11200 }, { "epoch": 35.94, "learning_rate": 8.463949843260187e-07, "loss": 1.1993, "step": 11500 }, { "epoch": 36.0, "eval_accuracy": 0.47556684910086006, "eval_loss": 1.5951019525527954, "eval_runtime": 51.3095, "eval_samples_per_second": 99.709, "eval_steps_per_second": 3.118, "step": 11520 }, { "epoch": 37.0, "eval_accuracy": 0.4734167318217357, "eval_loss": 1.58991539478302, "eval_runtime": 50.7545, "eval_samples_per_second": 100.799, "eval_steps_per_second": 3.152, "step": 11840 }, { "epoch": 37.5, "learning_rate": 7.523510971786833e-07, "loss": 1.1829, "step": 12000 }, { "epoch": 38.0, "eval_accuracy": 0.4794761532447224, "eval_loss": 1.5782525539398193, "eval_runtime": 51.9408, "eval_samples_per_second": 98.497, "eval_steps_per_second": 3.08, "step": 12160 }, { "epoch": 39.0, "eval_accuracy": 0.48964034401876466, "eval_loss": 1.5660046339035034, "eval_runtime": 51.4816, "eval_samples_per_second": 99.375, "eval_steps_per_second": 3.108, "step": 12480 }, { "epoch": 39.06, "learning_rate": 6.58307210031348e-07, "loss": 1.1693, "step": 12500 }, { "epoch": 40.0, "eval_accuracy": 0.4822126661454261, "eval_loss": 1.564785122871399, "eval_runtime": 51.6845, "eval_samples_per_second": 98.985, "eval_steps_per_second": 3.096, "step": 12800 }, { "epoch": 40.62, "learning_rate": 5.642633228840126e-07, "loss": 1.1526, "step": 13000 }, { "epoch": 41.0, "eval_accuracy": 0.48377638780297105, "eval_loss": 1.5616761445999146, "eval_runtime": 51.6796, "eval_samples_per_second": 98.995, "eval_steps_per_second": 3.096, "step": 13120 }, { "epoch": 42.0, "eval_accuracy": 0.4878811571540266, "eval_loss": 1.555199384689331, "eval_runtime": 51.0688, "eval_samples_per_second": 100.178, "eval_steps_per_second": 3.133, "step": 13440 }, { "epoch": 42.19, "learning_rate": 4.7021943573667715e-07, "loss": 1.1422, "step": 13500 }, { "epoch": 43.0, "eval_accuracy": 0.4923768569194683, "eval_loss": 1.5509822368621826, "eval_runtime": 51.2886, "eval_samples_per_second": 99.749, "eval_steps_per_second": 3.12, "step": 13760 }, { "epoch": 43.75, "learning_rate": 3.7617554858934167e-07, "loss": 1.1272, "step": 14000 }, { "epoch": 44.0, "eval_accuracy": 0.48631743549648165, "eval_loss": 1.5502736568450928, "eval_runtime": 50.8248, "eval_samples_per_second": 100.659, "eval_steps_per_second": 3.148, "step": 14080 }, { "epoch": 45.0, "eval_accuracy": 0.4880766223612197, "eval_loss": 1.5476186275482178, "eval_runtime": 50.5558, "eval_samples_per_second": 101.195, "eval_steps_per_second": 3.165, "step": 14400 }, { "epoch": 45.31, "learning_rate": 2.821316614420063e-07, "loss": 1.1256, "step": 14500 }, { "epoch": 46.0, "eval_accuracy": 0.48670836591086786, "eval_loss": 1.544900894165039, "eval_runtime": 50.2484, "eval_samples_per_second": 101.814, "eval_steps_per_second": 3.184, "step": 14720 }, { "epoch": 46.88, "learning_rate": 1.8808777429467083e-07, "loss": 1.1104, "step": 15000 }, { "epoch": 47.0, "eval_accuracy": 0.4904222048475371, "eval_loss": 1.5414071083068848, "eval_runtime": 50.6029, "eval_samples_per_second": 101.101, "eval_steps_per_second": 3.162, "step": 15040 }, { "epoch": 48.0, "eval_accuracy": 0.4880766223612197, "eval_loss": 1.542637586593628, "eval_runtime": 50.2557, "eval_samples_per_second": 101.799, "eval_steps_per_second": 3.184, "step": 15360 }, { "epoch": 48.44, "learning_rate": 9.404388714733542e-08, "loss": 1.1101, "step": 15500 }, { "epoch": 49.0, "eval_accuracy": 0.49276778733385457, "eval_loss": 1.5390384197235107, "eval_runtime": 50.5326, "eval_samples_per_second": 101.242, "eval_steps_per_second": 3.166, "step": 15680 } ], "logging_steps": 500, "max_steps": 16000, "num_train_epochs": 50, "save_steps": 500, "total_flos": 7.770344157480554e+19, "trial_name": null, "trial_params": null }