| { | |
| "best_metric": 0.21321813762187958, | |
| "best_model_checkpoint": "/leonardo_work/IscrC_AGENT/PROFES2025/results/balanced_per_dataset/industry/checkpoint-617", | |
| "epoch": 7.0, | |
| "eval_steps": 500, | |
| "global_step": 4319, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.02, | |
| "learning_rate": 1.9967585089141006e-05, | |
| "loss": 0.6875, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.03, | |
| "learning_rate": 1.993517017828201e-05, | |
| "loss": 0.5749, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.05, | |
| "learning_rate": 1.9902755267423015e-05, | |
| "loss": 0.5955, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.06, | |
| "learning_rate": 1.9870340356564023e-05, | |
| "loss": 0.4882, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.08, | |
| "learning_rate": 1.9837925445705027e-05, | |
| "loss": 0.4567, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.1, | |
| "learning_rate": 1.980551053484603e-05, | |
| "loss": 0.4633, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.11, | |
| "learning_rate": 1.9773095623987036e-05, | |
| "loss": 0.4245, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.13, | |
| "learning_rate": 1.974068071312804e-05, | |
| "loss": 0.336, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 0.15, | |
| "learning_rate": 1.9708265802269045e-05, | |
| "loss": 0.3651, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 0.16, | |
| "learning_rate": 1.9675850891410053e-05, | |
| "loss": 0.5519, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.18, | |
| "learning_rate": 1.9643435980551057e-05, | |
| "loss": 0.4187, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 0.19, | |
| "learning_rate": 1.961102106969206e-05, | |
| "loss": 0.4443, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 0.21, | |
| "learning_rate": 1.9578606158833066e-05, | |
| "loss": 0.3174, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 0.23, | |
| "learning_rate": 1.954619124797407e-05, | |
| "loss": 0.2652, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 0.24, | |
| "learning_rate": 1.9513776337115075e-05, | |
| "loss": 0.5336, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 0.26, | |
| "learning_rate": 1.948136142625608e-05, | |
| "loss": 0.4347, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 0.28, | |
| "learning_rate": 1.9448946515397084e-05, | |
| "loss": 0.4983, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 0.29, | |
| "learning_rate": 1.9416531604538088e-05, | |
| "loss": 0.4116, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 0.31, | |
| "learning_rate": 1.9384116693679093e-05, | |
| "loss": 0.4628, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 0.32, | |
| "learning_rate": 1.9351701782820097e-05, | |
| "loss": 0.432, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.34, | |
| "learning_rate": 1.93192868719611e-05, | |
| "loss": 0.3929, | |
| "step": 210 | |
| }, | |
| { | |
| "epoch": 0.36, | |
| "learning_rate": 1.928687196110211e-05, | |
| "loss": 0.3955, | |
| "step": 220 | |
| }, | |
| { | |
| "epoch": 0.37, | |
| "learning_rate": 1.9254457050243114e-05, | |
| "loss": 0.3869, | |
| "step": 230 | |
| }, | |
| { | |
| "epoch": 0.39, | |
| "learning_rate": 1.9222042139384118e-05, | |
| "loss": 0.3803, | |
| "step": 240 | |
| }, | |
| { | |
| "epoch": 0.41, | |
| "learning_rate": 1.9189627228525122e-05, | |
| "loss": 0.3828, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 0.42, | |
| "learning_rate": 1.9157212317666127e-05, | |
| "loss": 0.3148, | |
| "step": 260 | |
| }, | |
| { | |
| "epoch": 0.44, | |
| "learning_rate": 1.912479740680713e-05, | |
| "loss": 0.4292, | |
| "step": 270 | |
| }, | |
| { | |
| "epoch": 0.45, | |
| "learning_rate": 1.909238249594814e-05, | |
| "loss": 0.4553, | |
| "step": 280 | |
| }, | |
| { | |
| "epoch": 0.47, | |
| "learning_rate": 1.9059967585089144e-05, | |
| "loss": 0.3524, | |
| "step": 290 | |
| }, | |
| { | |
| "epoch": 0.49, | |
| "learning_rate": 1.9027552674230148e-05, | |
| "loss": 0.3251, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.5, | |
| "learning_rate": 1.8995137763371152e-05, | |
| "loss": 0.4018, | |
| "step": 310 | |
| }, | |
| { | |
| "epoch": 0.52, | |
| "learning_rate": 1.8962722852512157e-05, | |
| "loss": 0.3642, | |
| "step": 320 | |
| }, | |
| { | |
| "epoch": 0.53, | |
| "learning_rate": 1.893030794165316e-05, | |
| "loss": 0.3975, | |
| "step": 330 | |
| }, | |
| { | |
| "epoch": 0.55, | |
| "learning_rate": 1.889789303079417e-05, | |
| "loss": 0.3129, | |
| "step": 340 | |
| }, | |
| { | |
| "epoch": 0.57, | |
| "learning_rate": 1.8865478119935173e-05, | |
| "loss": 0.2898, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 0.58, | |
| "learning_rate": 1.8833063209076178e-05, | |
| "loss": 0.4214, | |
| "step": 360 | |
| }, | |
| { | |
| "epoch": 0.6, | |
| "learning_rate": 1.8800648298217182e-05, | |
| "loss": 0.3178, | |
| "step": 370 | |
| }, | |
| { | |
| "epoch": 0.62, | |
| "learning_rate": 1.8768233387358187e-05, | |
| "loss": 0.3221, | |
| "step": 380 | |
| }, | |
| { | |
| "epoch": 0.63, | |
| "learning_rate": 1.873581847649919e-05, | |
| "loss": 0.3621, | |
| "step": 390 | |
| }, | |
| { | |
| "epoch": 0.65, | |
| "learning_rate": 1.8703403565640196e-05, | |
| "loss": 0.38, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 0.66, | |
| "learning_rate": 1.86709886547812e-05, | |
| "loss": 0.3339, | |
| "step": 410 | |
| }, | |
| { | |
| "epoch": 0.68, | |
| "learning_rate": 1.8638573743922204e-05, | |
| "loss": 0.4109, | |
| "step": 420 | |
| }, | |
| { | |
| "epoch": 0.7, | |
| "learning_rate": 1.860615883306321e-05, | |
| "loss": 0.2567, | |
| "step": 430 | |
| }, | |
| { | |
| "epoch": 0.71, | |
| "learning_rate": 1.8573743922204213e-05, | |
| "loss": 0.3587, | |
| "step": 440 | |
| }, | |
| { | |
| "epoch": 0.73, | |
| "learning_rate": 1.8541329011345218e-05, | |
| "loss": 0.411, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 0.75, | |
| "learning_rate": 1.8508914100486226e-05, | |
| "loss": 0.3338, | |
| "step": 460 | |
| }, | |
| { | |
| "epoch": 0.76, | |
| "learning_rate": 1.847649918962723e-05, | |
| "loss": 0.2919, | |
| "step": 470 | |
| }, | |
| { | |
| "epoch": 0.78, | |
| "learning_rate": 1.8444084278768234e-05, | |
| "loss": 0.3126, | |
| "step": 480 | |
| }, | |
| { | |
| "epoch": 0.79, | |
| "learning_rate": 1.841166936790924e-05, | |
| "loss": 0.2799, | |
| "step": 490 | |
| }, | |
| { | |
| "epoch": 0.81, | |
| "learning_rate": 1.8379254457050243e-05, | |
| "loss": 0.3618, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 0.83, | |
| "learning_rate": 1.8346839546191248e-05, | |
| "loss": 0.2862, | |
| "step": 510 | |
| }, | |
| { | |
| "epoch": 0.84, | |
| "learning_rate": 1.8314424635332255e-05, | |
| "loss": 0.4083, | |
| "step": 520 | |
| }, | |
| { | |
| "epoch": 0.86, | |
| "learning_rate": 1.828200972447326e-05, | |
| "loss": 0.3185, | |
| "step": 530 | |
| }, | |
| { | |
| "epoch": 0.88, | |
| "learning_rate": 1.8249594813614264e-05, | |
| "loss": 0.3066, | |
| "step": 540 | |
| }, | |
| { | |
| "epoch": 0.89, | |
| "learning_rate": 1.821717990275527e-05, | |
| "loss": 0.3712, | |
| "step": 550 | |
| }, | |
| { | |
| "epoch": 0.91, | |
| "learning_rate": 1.8184764991896273e-05, | |
| "loss": 0.2766, | |
| "step": 560 | |
| }, | |
| { | |
| "epoch": 0.92, | |
| "learning_rate": 1.8152350081037278e-05, | |
| "loss": 0.229, | |
| "step": 570 | |
| }, | |
| { | |
| "epoch": 0.94, | |
| "learning_rate": 1.8119935170178285e-05, | |
| "loss": 0.2925, | |
| "step": 580 | |
| }, | |
| { | |
| "epoch": 0.96, | |
| "learning_rate": 1.808752025931929e-05, | |
| "loss": 0.2857, | |
| "step": 590 | |
| }, | |
| { | |
| "epoch": 0.97, | |
| "learning_rate": 1.8055105348460294e-05, | |
| "loss": 0.3922, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 0.99, | |
| "learning_rate": 1.80226904376013e-05, | |
| "loss": 0.3354, | |
| "step": 610 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_FN": 113, | |
| "eval_FP": 577, | |
| "eval_TN": 5261, | |
| "eval_TP": 482, | |
| "eval_accuracy": 0.8927405565055184, | |
| "eval_f1": 0.5828295042321645, | |
| "eval_loss": 0.21321813762187958, | |
| "eval_precision": 0.45514636449480644, | |
| "eval_recall": 0.8100840336134454, | |
| "eval_runtime": 44.2722, | |
| "eval_samples_per_second": 145.306, | |
| "eval_steps_per_second": 9.103, | |
| "step": 617 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "learning_rate": 1.7990275526742303e-05, | |
| "loss": 0.3543, | |
| "step": 620 | |
| }, | |
| { | |
| "epoch": 1.02, | |
| "learning_rate": 1.7957860615883308e-05, | |
| "loss": 0.2752, | |
| "step": 630 | |
| }, | |
| { | |
| "epoch": 1.04, | |
| "learning_rate": 1.7925445705024312e-05, | |
| "loss": 0.3051, | |
| "step": 640 | |
| }, | |
| { | |
| "epoch": 1.05, | |
| "learning_rate": 1.7893030794165316e-05, | |
| "loss": 0.253, | |
| "step": 650 | |
| }, | |
| { | |
| "epoch": 1.07, | |
| "learning_rate": 1.7860615883306324e-05, | |
| "loss": 0.3175, | |
| "step": 660 | |
| }, | |
| { | |
| "epoch": 1.09, | |
| "learning_rate": 1.782820097244733e-05, | |
| "loss": 0.2926, | |
| "step": 670 | |
| }, | |
| { | |
| "epoch": 1.1, | |
| "learning_rate": 1.7795786061588333e-05, | |
| "loss": 0.2599, | |
| "step": 680 | |
| }, | |
| { | |
| "epoch": 1.12, | |
| "learning_rate": 1.7763371150729338e-05, | |
| "loss": 0.3256, | |
| "step": 690 | |
| }, | |
| { | |
| "epoch": 1.13, | |
| "learning_rate": 1.7730956239870342e-05, | |
| "loss": 0.2857, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 1.15, | |
| "learning_rate": 1.7698541329011346e-05, | |
| "loss": 0.2571, | |
| "step": 710 | |
| }, | |
| { | |
| "epoch": 1.17, | |
| "learning_rate": 1.766612641815235e-05, | |
| "loss": 0.2658, | |
| "step": 720 | |
| }, | |
| { | |
| "epoch": 1.18, | |
| "learning_rate": 1.7633711507293355e-05, | |
| "loss": 0.2443, | |
| "step": 730 | |
| }, | |
| { | |
| "epoch": 1.2, | |
| "learning_rate": 1.760129659643436e-05, | |
| "loss": 0.3256, | |
| "step": 740 | |
| }, | |
| { | |
| "epoch": 1.22, | |
| "learning_rate": 1.7568881685575364e-05, | |
| "loss": 0.2905, | |
| "step": 750 | |
| }, | |
| { | |
| "epoch": 1.23, | |
| "learning_rate": 1.7536466774716372e-05, | |
| "loss": 0.3771, | |
| "step": 760 | |
| }, | |
| { | |
| "epoch": 1.25, | |
| "learning_rate": 1.7504051863857376e-05, | |
| "loss": 0.2342, | |
| "step": 770 | |
| }, | |
| { | |
| "epoch": 1.26, | |
| "learning_rate": 1.747163695299838e-05, | |
| "loss": 0.342, | |
| "step": 780 | |
| }, | |
| { | |
| "epoch": 1.28, | |
| "learning_rate": 1.7439222042139385e-05, | |
| "loss": 0.2953, | |
| "step": 790 | |
| }, | |
| { | |
| "epoch": 1.3, | |
| "learning_rate": 1.740680713128039e-05, | |
| "loss": 0.2904, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 1.31, | |
| "learning_rate": 1.7374392220421394e-05, | |
| "loss": 0.2822, | |
| "step": 810 | |
| }, | |
| { | |
| "epoch": 1.33, | |
| "learning_rate": 1.7341977309562402e-05, | |
| "loss": 0.1937, | |
| "step": 820 | |
| }, | |
| { | |
| "epoch": 1.35, | |
| "learning_rate": 1.7309562398703406e-05, | |
| "loss": 0.3143, | |
| "step": 830 | |
| }, | |
| { | |
| "epoch": 1.36, | |
| "learning_rate": 1.727714748784441e-05, | |
| "loss": 0.2005, | |
| "step": 840 | |
| }, | |
| { | |
| "epoch": 1.38, | |
| "learning_rate": 1.7244732576985415e-05, | |
| "loss": 0.3026, | |
| "step": 850 | |
| }, | |
| { | |
| "epoch": 1.39, | |
| "learning_rate": 1.721231766612642e-05, | |
| "loss": 0.286, | |
| "step": 860 | |
| }, | |
| { | |
| "epoch": 1.41, | |
| "learning_rate": 1.7179902755267424e-05, | |
| "loss": 0.2832, | |
| "step": 870 | |
| }, | |
| { | |
| "epoch": 1.43, | |
| "learning_rate": 1.7147487844408432e-05, | |
| "loss": 0.2924, | |
| "step": 880 | |
| }, | |
| { | |
| "epoch": 1.44, | |
| "learning_rate": 1.7115072933549436e-05, | |
| "loss": 0.1664, | |
| "step": 890 | |
| }, | |
| { | |
| "epoch": 1.46, | |
| "learning_rate": 1.708265802269044e-05, | |
| "loss": 0.2365, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 1.47, | |
| "learning_rate": 1.7050243111831445e-05, | |
| "loss": 0.2716, | |
| "step": 910 | |
| }, | |
| { | |
| "epoch": 1.49, | |
| "learning_rate": 1.701782820097245e-05, | |
| "loss": 0.1944, | |
| "step": 920 | |
| }, | |
| { | |
| "epoch": 1.51, | |
| "learning_rate": 1.6985413290113454e-05, | |
| "loss": 0.2669, | |
| "step": 930 | |
| }, | |
| { | |
| "epoch": 1.52, | |
| "learning_rate": 1.695299837925446e-05, | |
| "loss": 0.1871, | |
| "step": 940 | |
| }, | |
| { | |
| "epoch": 1.54, | |
| "learning_rate": 1.6920583468395463e-05, | |
| "loss": 0.2733, | |
| "step": 950 | |
| }, | |
| { | |
| "epoch": 1.56, | |
| "learning_rate": 1.6888168557536467e-05, | |
| "loss": 0.3002, | |
| "step": 960 | |
| }, | |
| { | |
| "epoch": 1.57, | |
| "learning_rate": 1.685575364667747e-05, | |
| "loss": 0.252, | |
| "step": 970 | |
| }, | |
| { | |
| "epoch": 1.59, | |
| "learning_rate": 1.6823338735818476e-05, | |
| "loss": 0.2117, | |
| "step": 980 | |
| }, | |
| { | |
| "epoch": 1.6, | |
| "learning_rate": 1.679092382495948e-05, | |
| "loss": 0.3626, | |
| "step": 990 | |
| }, | |
| { | |
| "epoch": 1.62, | |
| "learning_rate": 1.6758508914100488e-05, | |
| "loss": 0.2636, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 1.64, | |
| "learning_rate": 1.6726094003241493e-05, | |
| "loss": 0.2394, | |
| "step": 1010 | |
| }, | |
| { | |
| "epoch": 1.65, | |
| "learning_rate": 1.6693679092382497e-05, | |
| "loss": 0.2892, | |
| "step": 1020 | |
| }, | |
| { | |
| "epoch": 1.67, | |
| "learning_rate": 1.66612641815235e-05, | |
| "loss": 0.2585, | |
| "step": 1030 | |
| }, | |
| { | |
| "epoch": 1.69, | |
| "learning_rate": 1.6628849270664506e-05, | |
| "loss": 0.2867, | |
| "step": 1040 | |
| }, | |
| { | |
| "epoch": 1.7, | |
| "learning_rate": 1.659643435980551e-05, | |
| "loss": 0.3496, | |
| "step": 1050 | |
| }, | |
| { | |
| "epoch": 1.72, | |
| "learning_rate": 1.6564019448946518e-05, | |
| "loss": 0.2043, | |
| "step": 1060 | |
| }, | |
| { | |
| "epoch": 1.73, | |
| "learning_rate": 1.6531604538087523e-05, | |
| "loss": 0.2547, | |
| "step": 1070 | |
| }, | |
| { | |
| "epoch": 1.75, | |
| "learning_rate": 1.6499189627228527e-05, | |
| "loss": 0.3844, | |
| "step": 1080 | |
| }, | |
| { | |
| "epoch": 1.77, | |
| "learning_rate": 1.646677471636953e-05, | |
| "loss": 0.2586, | |
| "step": 1090 | |
| }, | |
| { | |
| "epoch": 1.78, | |
| "learning_rate": 1.6434359805510536e-05, | |
| "loss": 0.2727, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 1.8, | |
| "learning_rate": 1.640194489465154e-05, | |
| "loss": 0.2552, | |
| "step": 1110 | |
| }, | |
| { | |
| "epoch": 1.82, | |
| "learning_rate": 1.6369529983792548e-05, | |
| "loss": 0.1839, | |
| "step": 1120 | |
| }, | |
| { | |
| "epoch": 1.83, | |
| "learning_rate": 1.6337115072933553e-05, | |
| "loss": 0.1985, | |
| "step": 1130 | |
| }, | |
| { | |
| "epoch": 1.85, | |
| "learning_rate": 1.6304700162074557e-05, | |
| "loss": 0.2404, | |
| "step": 1140 | |
| }, | |
| { | |
| "epoch": 1.86, | |
| "learning_rate": 1.627228525121556e-05, | |
| "loss": 0.2578, | |
| "step": 1150 | |
| }, | |
| { | |
| "epoch": 1.88, | |
| "learning_rate": 1.6239870340356566e-05, | |
| "loss": 0.2926, | |
| "step": 1160 | |
| }, | |
| { | |
| "epoch": 1.9, | |
| "learning_rate": 1.620745542949757e-05, | |
| "loss": 0.2364, | |
| "step": 1170 | |
| }, | |
| { | |
| "epoch": 1.91, | |
| "learning_rate": 1.6175040518638575e-05, | |
| "loss": 0.2537, | |
| "step": 1180 | |
| }, | |
| { | |
| "epoch": 1.93, | |
| "learning_rate": 1.614262560777958e-05, | |
| "loss": 0.2563, | |
| "step": 1190 | |
| }, | |
| { | |
| "epoch": 1.94, | |
| "learning_rate": 1.6110210696920584e-05, | |
| "loss": 0.2451, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 1.96, | |
| "learning_rate": 1.6077795786061588e-05, | |
| "loss": 0.2738, | |
| "step": 1210 | |
| }, | |
| { | |
| "epoch": 1.98, | |
| "learning_rate": 1.6045380875202596e-05, | |
| "loss": 0.2765, | |
| "step": 1220 | |
| }, | |
| { | |
| "epoch": 1.99, | |
| "learning_rate": 1.60129659643436e-05, | |
| "loss": 0.2408, | |
| "step": 1230 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_FN": 43, | |
| "eval_FP": 851, | |
| "eval_TN": 4987, | |
| "eval_TP": 552, | |
| "eval_accuracy": 0.8610290688636717, | |
| "eval_f1": 0.5525525525525525, | |
| "eval_loss": 0.3291133642196655, | |
| "eval_precision": 0.39344262295081966, | |
| "eval_recall": 0.9277310924369748, | |
| "eval_runtime": 44.274, | |
| "eval_samples_per_second": 145.3, | |
| "eval_steps_per_second": 9.102, | |
| "step": 1234 | |
| }, | |
| { | |
| "epoch": 2.01, | |
| "learning_rate": 1.5980551053484605e-05, | |
| "loss": 0.2414, | |
| "step": 1240 | |
| }, | |
| { | |
| "epoch": 2.03, | |
| "learning_rate": 1.594813614262561e-05, | |
| "loss": 0.1771, | |
| "step": 1250 | |
| }, | |
| { | |
| "epoch": 2.04, | |
| "learning_rate": 1.5915721231766613e-05, | |
| "loss": 0.2509, | |
| "step": 1260 | |
| }, | |
| { | |
| "epoch": 2.06, | |
| "learning_rate": 1.5883306320907618e-05, | |
| "loss": 0.3249, | |
| "step": 1270 | |
| }, | |
| { | |
| "epoch": 2.07, | |
| "learning_rate": 1.5850891410048622e-05, | |
| "loss": 0.1001, | |
| "step": 1280 | |
| }, | |
| { | |
| "epoch": 2.09, | |
| "learning_rate": 1.5818476499189627e-05, | |
| "loss": 0.1646, | |
| "step": 1290 | |
| }, | |
| { | |
| "epoch": 2.11, | |
| "learning_rate": 1.578606158833063e-05, | |
| "loss": 0.2594, | |
| "step": 1300 | |
| }, | |
| { | |
| "epoch": 2.12, | |
| "learning_rate": 1.575364667747164e-05, | |
| "loss": 0.3458, | |
| "step": 1310 | |
| }, | |
| { | |
| "epoch": 2.14, | |
| "learning_rate": 1.5721231766612643e-05, | |
| "loss": 0.2288, | |
| "step": 1320 | |
| }, | |
| { | |
| "epoch": 2.16, | |
| "learning_rate": 1.5688816855753648e-05, | |
| "loss": 0.1201, | |
| "step": 1330 | |
| }, | |
| { | |
| "epoch": 2.17, | |
| "learning_rate": 1.5656401944894652e-05, | |
| "loss": 0.1583, | |
| "step": 1340 | |
| }, | |
| { | |
| "epoch": 2.19, | |
| "learning_rate": 1.5623987034035657e-05, | |
| "loss": 0.1635, | |
| "step": 1350 | |
| }, | |
| { | |
| "epoch": 2.2, | |
| "learning_rate": 1.559157212317666e-05, | |
| "loss": 0.2013, | |
| "step": 1360 | |
| }, | |
| { | |
| "epoch": 2.22, | |
| "learning_rate": 1.555915721231767e-05, | |
| "loss": 0.2841, | |
| "step": 1370 | |
| }, | |
| { | |
| "epoch": 2.24, | |
| "learning_rate": 1.5526742301458673e-05, | |
| "loss": 0.1994, | |
| "step": 1380 | |
| }, | |
| { | |
| "epoch": 2.25, | |
| "learning_rate": 1.5494327390599678e-05, | |
| "loss": 0.1932, | |
| "step": 1390 | |
| }, | |
| { | |
| "epoch": 2.27, | |
| "learning_rate": 1.5461912479740682e-05, | |
| "loss": 0.1175, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 2.29, | |
| "learning_rate": 1.5429497568881687e-05, | |
| "loss": 0.3647, | |
| "step": 1410 | |
| }, | |
| { | |
| "epoch": 2.3, | |
| "learning_rate": 1.539708265802269e-05, | |
| "loss": 0.1934, | |
| "step": 1420 | |
| }, | |
| { | |
| "epoch": 2.32, | |
| "learning_rate": 1.53646677471637e-05, | |
| "loss": 0.1983, | |
| "step": 1430 | |
| }, | |
| { | |
| "epoch": 2.33, | |
| "learning_rate": 1.5332252836304703e-05, | |
| "loss": 0.2112, | |
| "step": 1440 | |
| }, | |
| { | |
| "epoch": 2.35, | |
| "learning_rate": 1.5299837925445708e-05, | |
| "loss": 0.1823, | |
| "step": 1450 | |
| }, | |
| { | |
| "epoch": 2.37, | |
| "learning_rate": 1.5267423014586712e-05, | |
| "loss": 0.2149, | |
| "step": 1460 | |
| }, | |
| { | |
| "epoch": 2.38, | |
| "learning_rate": 1.5235008103727715e-05, | |
| "loss": 0.1435, | |
| "step": 1470 | |
| }, | |
| { | |
| "epoch": 2.4, | |
| "learning_rate": 1.520259319286872e-05, | |
| "loss": 0.0745, | |
| "step": 1480 | |
| }, | |
| { | |
| "epoch": 2.41, | |
| "learning_rate": 1.5170178282009727e-05, | |
| "loss": 0.2231, | |
| "step": 1490 | |
| }, | |
| { | |
| "epoch": 2.43, | |
| "learning_rate": 1.5137763371150732e-05, | |
| "loss": 0.186, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 2.45, | |
| "learning_rate": 1.5105348460291736e-05, | |
| "loss": 0.2282, | |
| "step": 1510 | |
| }, | |
| { | |
| "epoch": 2.46, | |
| "learning_rate": 1.507293354943274e-05, | |
| "loss": 0.1414, | |
| "step": 1520 | |
| }, | |
| { | |
| "epoch": 2.48, | |
| "learning_rate": 1.5040518638573745e-05, | |
| "loss": 0.2217, | |
| "step": 1530 | |
| }, | |
| { | |
| "epoch": 2.5, | |
| "learning_rate": 1.500810372771475e-05, | |
| "loss": 0.2906, | |
| "step": 1540 | |
| }, | |
| { | |
| "epoch": 2.51, | |
| "learning_rate": 1.4975688816855755e-05, | |
| "loss": 0.1691, | |
| "step": 1550 | |
| }, | |
| { | |
| "epoch": 2.53, | |
| "learning_rate": 1.494327390599676e-05, | |
| "loss": 0.1895, | |
| "step": 1560 | |
| }, | |
| { | |
| "epoch": 2.54, | |
| "learning_rate": 1.4910858995137764e-05, | |
| "loss": 0.2089, | |
| "step": 1570 | |
| }, | |
| { | |
| "epoch": 2.56, | |
| "learning_rate": 1.4878444084278769e-05, | |
| "loss": 0.2254, | |
| "step": 1580 | |
| }, | |
| { | |
| "epoch": 2.58, | |
| "learning_rate": 1.4846029173419773e-05, | |
| "loss": 0.241, | |
| "step": 1590 | |
| }, | |
| { | |
| "epoch": 2.59, | |
| "learning_rate": 1.4813614262560778e-05, | |
| "loss": 0.128, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 2.61, | |
| "learning_rate": 1.4781199351701785e-05, | |
| "loss": 0.2048, | |
| "step": 1610 | |
| }, | |
| { | |
| "epoch": 2.63, | |
| "learning_rate": 1.474878444084279e-05, | |
| "loss": 0.1962, | |
| "step": 1620 | |
| }, | |
| { | |
| "epoch": 2.64, | |
| "learning_rate": 1.4716369529983794e-05, | |
| "loss": 0.3448, | |
| "step": 1630 | |
| }, | |
| { | |
| "epoch": 2.66, | |
| "learning_rate": 1.4683954619124799e-05, | |
| "loss": 0.3244, | |
| "step": 1640 | |
| }, | |
| { | |
| "epoch": 2.67, | |
| "learning_rate": 1.4651539708265803e-05, | |
| "loss": 0.1271, | |
| "step": 1650 | |
| }, | |
| { | |
| "epoch": 2.69, | |
| "learning_rate": 1.4619124797406807e-05, | |
| "loss": 0.1802, | |
| "step": 1660 | |
| }, | |
| { | |
| "epoch": 2.71, | |
| "learning_rate": 1.4586709886547814e-05, | |
| "loss": 0.2409, | |
| "step": 1670 | |
| }, | |
| { | |
| "epoch": 2.72, | |
| "learning_rate": 1.4554294975688818e-05, | |
| "loss": 0.278, | |
| "step": 1680 | |
| }, | |
| { | |
| "epoch": 2.74, | |
| "learning_rate": 1.4521880064829822e-05, | |
| "loss": 0.1323, | |
| "step": 1690 | |
| }, | |
| { | |
| "epoch": 2.76, | |
| "learning_rate": 1.4489465153970827e-05, | |
| "loss": 0.2313, | |
| "step": 1700 | |
| }, | |
| { | |
| "epoch": 2.77, | |
| "learning_rate": 1.4457050243111831e-05, | |
| "loss": 0.2027, | |
| "step": 1710 | |
| }, | |
| { | |
| "epoch": 2.79, | |
| "learning_rate": 1.4424635332252836e-05, | |
| "loss": 0.1497, | |
| "step": 1720 | |
| }, | |
| { | |
| "epoch": 2.8, | |
| "learning_rate": 1.4392220421393844e-05, | |
| "loss": 0.2368, | |
| "step": 1730 | |
| }, | |
| { | |
| "epoch": 2.82, | |
| "learning_rate": 1.4359805510534848e-05, | |
| "loss": 0.1488, | |
| "step": 1740 | |
| }, | |
| { | |
| "epoch": 2.84, | |
| "learning_rate": 1.4327390599675852e-05, | |
| "loss": 0.1982, | |
| "step": 1750 | |
| }, | |
| { | |
| "epoch": 2.85, | |
| "learning_rate": 1.4294975688816857e-05, | |
| "loss": 0.2489, | |
| "step": 1760 | |
| }, | |
| { | |
| "epoch": 2.87, | |
| "learning_rate": 1.4262560777957861e-05, | |
| "loss": 0.1428, | |
| "step": 1770 | |
| }, | |
| { | |
| "epoch": 2.88, | |
| "learning_rate": 1.4230145867098866e-05, | |
| "loss": 0.1965, | |
| "step": 1780 | |
| }, | |
| { | |
| "epoch": 2.9, | |
| "learning_rate": 1.4197730956239872e-05, | |
| "loss": 0.2387, | |
| "step": 1790 | |
| }, | |
| { | |
| "epoch": 2.92, | |
| "learning_rate": 1.4165316045380876e-05, | |
| "loss": 0.1788, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 2.93, | |
| "learning_rate": 1.413290113452188e-05, | |
| "loss": 0.2018, | |
| "step": 1810 | |
| }, | |
| { | |
| "epoch": 2.95, | |
| "learning_rate": 1.4100486223662885e-05, | |
| "loss": 0.185, | |
| "step": 1820 | |
| }, | |
| { | |
| "epoch": 2.97, | |
| "learning_rate": 1.4068071312803891e-05, | |
| "loss": 0.2155, | |
| "step": 1830 | |
| }, | |
| { | |
| "epoch": 2.98, | |
| "learning_rate": 1.4035656401944896e-05, | |
| "loss": 0.0865, | |
| "step": 1840 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "learning_rate": 1.4003241491085902e-05, | |
| "loss": 0.1577, | |
| "step": 1850 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_FN": 77, | |
| "eval_FP": 537, | |
| "eval_TN": 5301, | |
| "eval_TP": 518, | |
| "eval_accuracy": 0.9045546401367947, | |
| "eval_f1": 0.6278787878787879, | |
| "eval_loss": 0.3059688210487366, | |
| "eval_precision": 0.4909952606635071, | |
| "eval_recall": 0.8705882352941177, | |
| "eval_runtime": 44.2698, | |
| "eval_samples_per_second": 145.313, | |
| "eval_steps_per_second": 9.103, | |
| "step": 1851 | |
| }, | |
| { | |
| "epoch": 3.01, | |
| "learning_rate": 1.3970826580226906e-05, | |
| "loss": 0.1316, | |
| "step": 1860 | |
| }, | |
| { | |
| "epoch": 3.03, | |
| "learning_rate": 1.393841166936791e-05, | |
| "loss": 0.0622, | |
| "step": 1870 | |
| }, | |
| { | |
| "epoch": 3.05, | |
| "learning_rate": 1.3905996758508915e-05, | |
| "loss": 0.0881, | |
| "step": 1880 | |
| }, | |
| { | |
| "epoch": 3.06, | |
| "learning_rate": 1.387358184764992e-05, | |
| "loss": 0.353, | |
| "step": 1890 | |
| }, | |
| { | |
| "epoch": 3.08, | |
| "learning_rate": 1.3841166936790924e-05, | |
| "loss": 0.1382, | |
| "step": 1900 | |
| }, | |
| { | |
| "epoch": 3.1, | |
| "learning_rate": 1.380875202593193e-05, | |
| "loss": 0.2205, | |
| "step": 1910 | |
| }, | |
| { | |
| "epoch": 3.11, | |
| "learning_rate": 1.3776337115072936e-05, | |
| "loss": 0.1655, | |
| "step": 1920 | |
| }, | |
| { | |
| "epoch": 3.13, | |
| "learning_rate": 1.374392220421394e-05, | |
| "loss": 0.1483, | |
| "step": 1930 | |
| }, | |
| { | |
| "epoch": 3.14, | |
| "learning_rate": 1.3711507293354945e-05, | |
| "loss": 0.1241, | |
| "step": 1940 | |
| }, | |
| { | |
| "epoch": 3.16, | |
| "learning_rate": 1.367909238249595e-05, | |
| "loss": 0.1583, | |
| "step": 1950 | |
| }, | |
| { | |
| "epoch": 3.18, | |
| "learning_rate": 1.3646677471636954e-05, | |
| "loss": 0.1618, | |
| "step": 1960 | |
| }, | |
| { | |
| "epoch": 3.19, | |
| "learning_rate": 1.361426256077796e-05, | |
| "loss": 0.1362, | |
| "step": 1970 | |
| }, | |
| { | |
| "epoch": 3.21, | |
| "learning_rate": 1.3581847649918964e-05, | |
| "loss": 0.1976, | |
| "step": 1980 | |
| }, | |
| { | |
| "epoch": 3.23, | |
| "learning_rate": 1.3549432739059969e-05, | |
| "loss": 0.1177, | |
| "step": 1990 | |
| }, | |
| { | |
| "epoch": 3.24, | |
| "learning_rate": 1.3517017828200973e-05, | |
| "loss": 0.2588, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 3.26, | |
| "learning_rate": 1.3484602917341978e-05, | |
| "loss": 0.2023, | |
| "step": 2010 | |
| }, | |
| { | |
| "epoch": 3.27, | |
| "learning_rate": 1.3452188006482982e-05, | |
| "loss": 0.168, | |
| "step": 2020 | |
| }, | |
| { | |
| "epoch": 3.29, | |
| "learning_rate": 1.341977309562399e-05, | |
| "loss": 0.0575, | |
| "step": 2030 | |
| }, | |
| { | |
| "epoch": 3.31, | |
| "learning_rate": 1.3387358184764994e-05, | |
| "loss": 0.2117, | |
| "step": 2040 | |
| }, | |
| { | |
| "epoch": 3.32, | |
| "learning_rate": 1.3354943273905999e-05, | |
| "loss": 0.1011, | |
| "step": 2050 | |
| }, | |
| { | |
| "epoch": 3.34, | |
| "learning_rate": 1.3322528363047003e-05, | |
| "loss": 0.2339, | |
| "step": 2060 | |
| }, | |
| { | |
| "epoch": 3.35, | |
| "learning_rate": 1.3290113452188008e-05, | |
| "loss": 0.1219, | |
| "step": 2070 | |
| }, | |
| { | |
| "epoch": 3.37, | |
| "learning_rate": 1.3257698541329012e-05, | |
| "loss": 0.1461, | |
| "step": 2080 | |
| }, | |
| { | |
| "epoch": 3.39, | |
| "learning_rate": 1.3225283630470018e-05, | |
| "loss": 0.1377, | |
| "step": 2090 | |
| }, | |
| { | |
| "epoch": 3.4, | |
| "learning_rate": 1.3192868719611023e-05, | |
| "loss": 0.1101, | |
| "step": 2100 | |
| }, | |
| { | |
| "epoch": 3.42, | |
| "learning_rate": 1.3160453808752027e-05, | |
| "loss": 0.155, | |
| "step": 2110 | |
| }, | |
| { | |
| "epoch": 3.44, | |
| "learning_rate": 1.3128038897893031e-05, | |
| "loss": 0.2132, | |
| "step": 2120 | |
| }, | |
| { | |
| "epoch": 3.45, | |
| "learning_rate": 1.3095623987034036e-05, | |
| "loss": 0.172, | |
| "step": 2130 | |
| }, | |
| { | |
| "epoch": 3.47, | |
| "learning_rate": 1.306320907617504e-05, | |
| "loss": 0.1598, | |
| "step": 2140 | |
| }, | |
| { | |
| "epoch": 3.48, | |
| "learning_rate": 1.3030794165316048e-05, | |
| "loss": 0.1596, | |
| "step": 2150 | |
| }, | |
| { | |
| "epoch": 3.5, | |
| "learning_rate": 1.2998379254457052e-05, | |
| "loss": 0.1566, | |
| "step": 2160 | |
| }, | |
| { | |
| "epoch": 3.52, | |
| "learning_rate": 1.2965964343598057e-05, | |
| "loss": 0.1737, | |
| "step": 2170 | |
| }, | |
| { | |
| "epoch": 3.53, | |
| "learning_rate": 1.2933549432739061e-05, | |
| "loss": 0.1337, | |
| "step": 2180 | |
| }, | |
| { | |
| "epoch": 3.55, | |
| "learning_rate": 1.2901134521880066e-05, | |
| "loss": 0.0925, | |
| "step": 2190 | |
| }, | |
| { | |
| "epoch": 3.57, | |
| "learning_rate": 1.286871961102107e-05, | |
| "loss": 0.2109, | |
| "step": 2200 | |
| }, | |
| { | |
| "epoch": 3.58, | |
| "learning_rate": 1.2836304700162076e-05, | |
| "loss": 0.2166, | |
| "step": 2210 | |
| }, | |
| { | |
| "epoch": 3.6, | |
| "learning_rate": 1.280388978930308e-05, | |
| "loss": 0.105, | |
| "step": 2220 | |
| }, | |
| { | |
| "epoch": 3.61, | |
| "learning_rate": 1.2771474878444085e-05, | |
| "loss": 0.1064, | |
| "step": 2230 | |
| }, | |
| { | |
| "epoch": 3.63, | |
| "learning_rate": 1.273905996758509e-05, | |
| "loss": 0.1425, | |
| "step": 2240 | |
| }, | |
| { | |
| "epoch": 3.65, | |
| "learning_rate": 1.2706645056726094e-05, | |
| "loss": 0.1597, | |
| "step": 2250 | |
| }, | |
| { | |
| "epoch": 3.66, | |
| "learning_rate": 1.2674230145867098e-05, | |
| "loss": 0.1156, | |
| "step": 2260 | |
| }, | |
| { | |
| "epoch": 3.68, | |
| "learning_rate": 1.2641815235008106e-05, | |
| "loss": 0.1798, | |
| "step": 2270 | |
| }, | |
| { | |
| "epoch": 3.7, | |
| "learning_rate": 1.260940032414911e-05, | |
| "loss": 0.1791, | |
| "step": 2280 | |
| }, | |
| { | |
| "epoch": 3.71, | |
| "learning_rate": 1.2576985413290115e-05, | |
| "loss": 0.1884, | |
| "step": 2290 | |
| }, | |
| { | |
| "epoch": 3.73, | |
| "learning_rate": 1.254457050243112e-05, | |
| "loss": 0.1392, | |
| "step": 2300 | |
| }, | |
| { | |
| "epoch": 3.74, | |
| "learning_rate": 1.2512155591572124e-05, | |
| "loss": 0.1454, | |
| "step": 2310 | |
| }, | |
| { | |
| "epoch": 3.76, | |
| "learning_rate": 1.2479740680713128e-05, | |
| "loss": 0.1008, | |
| "step": 2320 | |
| }, | |
| { | |
| "epoch": 3.78, | |
| "learning_rate": 1.2447325769854134e-05, | |
| "loss": 0.1281, | |
| "step": 2330 | |
| }, | |
| { | |
| "epoch": 3.79, | |
| "learning_rate": 1.2414910858995139e-05, | |
| "loss": 0.1192, | |
| "step": 2340 | |
| }, | |
| { | |
| "epoch": 3.81, | |
| "learning_rate": 1.2382495948136143e-05, | |
| "loss": 0.2085, | |
| "step": 2350 | |
| }, | |
| { | |
| "epoch": 3.82, | |
| "learning_rate": 1.2350081037277148e-05, | |
| "loss": 0.1461, | |
| "step": 2360 | |
| }, | |
| { | |
| "epoch": 3.84, | |
| "learning_rate": 1.2317666126418152e-05, | |
| "loss": 0.2987, | |
| "step": 2370 | |
| }, | |
| { | |
| "epoch": 3.86, | |
| "learning_rate": 1.2285251215559157e-05, | |
| "loss": 0.117, | |
| "step": 2380 | |
| }, | |
| { | |
| "epoch": 3.87, | |
| "learning_rate": 1.2252836304700164e-05, | |
| "loss": 0.1476, | |
| "step": 2390 | |
| }, | |
| { | |
| "epoch": 3.89, | |
| "learning_rate": 1.2220421393841169e-05, | |
| "loss": 0.1296, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 3.91, | |
| "learning_rate": 1.2188006482982173e-05, | |
| "loss": 0.0959, | |
| "step": 2410 | |
| }, | |
| { | |
| "epoch": 3.92, | |
| "learning_rate": 1.2155591572123178e-05, | |
| "loss": 0.0579, | |
| "step": 2420 | |
| }, | |
| { | |
| "epoch": 3.94, | |
| "learning_rate": 1.2123176661264182e-05, | |
| "loss": 0.2138, | |
| "step": 2430 | |
| }, | |
| { | |
| "epoch": 3.95, | |
| "learning_rate": 1.2090761750405187e-05, | |
| "loss": 0.1249, | |
| "step": 2440 | |
| }, | |
| { | |
| "epoch": 3.97, | |
| "learning_rate": 1.2058346839546193e-05, | |
| "loss": 0.1335, | |
| "step": 2450 | |
| }, | |
| { | |
| "epoch": 3.99, | |
| "learning_rate": 1.2025931928687197e-05, | |
| "loss": 0.1225, | |
| "step": 2460 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_FN": 55, | |
| "eval_FP": 616, | |
| "eval_TN": 5222, | |
| "eval_TP": 540, | |
| "eval_accuracy": 0.8956940774133375, | |
| "eval_f1": 0.6167904054825813, | |
| "eval_loss": 0.48513340950012207, | |
| "eval_precision": 0.4671280276816609, | |
| "eval_recall": 0.907563025210084, | |
| "eval_runtime": 44.2869, | |
| "eval_samples_per_second": 145.257, | |
| "eval_steps_per_second": 9.1, | |
| "step": 2468 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "learning_rate": 1.1993517017828202e-05, | |
| "loss": 0.0535, | |
| "step": 2470 | |
| }, | |
| { | |
| "epoch": 4.02, | |
| "learning_rate": 1.1961102106969208e-05, | |
| "loss": 0.1917, | |
| "step": 2480 | |
| }, | |
| { | |
| "epoch": 4.04, | |
| "learning_rate": 1.1928687196110212e-05, | |
| "loss": 0.1537, | |
| "step": 2490 | |
| }, | |
| { | |
| "epoch": 4.05, | |
| "learning_rate": 1.1896272285251216e-05, | |
| "loss": 0.1192, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 4.07, | |
| "learning_rate": 1.1863857374392221e-05, | |
| "loss": 0.1113, | |
| "step": 2510 | |
| }, | |
| { | |
| "epoch": 4.08, | |
| "learning_rate": 1.1831442463533227e-05, | |
| "loss": 0.1118, | |
| "step": 2520 | |
| }, | |
| { | |
| "epoch": 4.1, | |
| "learning_rate": 1.1799027552674231e-05, | |
| "loss": 0.0431, | |
| "step": 2530 | |
| }, | |
| { | |
| "epoch": 4.12, | |
| "learning_rate": 1.1766612641815236e-05, | |
| "loss": 0.1394, | |
| "step": 2540 | |
| }, | |
| { | |
| "epoch": 4.13, | |
| "learning_rate": 1.173419773095624e-05, | |
| "loss": 0.1529, | |
| "step": 2550 | |
| }, | |
| { | |
| "epoch": 4.15, | |
| "learning_rate": 1.1701782820097245e-05, | |
| "loss": 0.147, | |
| "step": 2560 | |
| }, | |
| { | |
| "epoch": 4.17, | |
| "learning_rate": 1.166936790923825e-05, | |
| "loss": 0.138, | |
| "step": 2570 | |
| }, | |
| { | |
| "epoch": 4.18, | |
| "learning_rate": 1.1636952998379257e-05, | |
| "loss": 0.0685, | |
| "step": 2580 | |
| }, | |
| { | |
| "epoch": 4.2, | |
| "learning_rate": 1.1604538087520261e-05, | |
| "loss": 0.1039, | |
| "step": 2590 | |
| }, | |
| { | |
| "epoch": 4.21, | |
| "learning_rate": 1.1572123176661266e-05, | |
| "loss": 0.0082, | |
| "step": 2600 | |
| }, | |
| { | |
| "epoch": 4.23, | |
| "learning_rate": 1.153970826580227e-05, | |
| "loss": 0.0935, | |
| "step": 2610 | |
| }, | |
| { | |
| "epoch": 4.25, | |
| "learning_rate": 1.1507293354943275e-05, | |
| "loss": 0.1379, | |
| "step": 2620 | |
| }, | |
| { | |
| "epoch": 4.26, | |
| "learning_rate": 1.1474878444084279e-05, | |
| "loss": 0.181, | |
| "step": 2630 | |
| }, | |
| { | |
| "epoch": 4.28, | |
| "learning_rate": 1.1442463533225285e-05, | |
| "loss": 0.128, | |
| "step": 2640 | |
| }, | |
| { | |
| "epoch": 4.29, | |
| "learning_rate": 1.141004862236629e-05, | |
| "loss": 0.1484, | |
| "step": 2650 | |
| }, | |
| { | |
| "epoch": 4.31, | |
| "learning_rate": 1.1377633711507294e-05, | |
| "loss": 0.2759, | |
| "step": 2660 | |
| }, | |
| { | |
| "epoch": 4.33, | |
| "learning_rate": 1.1345218800648299e-05, | |
| "loss": 0.0727, | |
| "step": 2670 | |
| }, | |
| { | |
| "epoch": 4.34, | |
| "learning_rate": 1.1312803889789303e-05, | |
| "loss": 0.0722, | |
| "step": 2680 | |
| }, | |
| { | |
| "epoch": 4.36, | |
| "learning_rate": 1.1280388978930307e-05, | |
| "loss": 0.0629, | |
| "step": 2690 | |
| }, | |
| { | |
| "epoch": 4.38, | |
| "learning_rate": 1.1247974068071315e-05, | |
| "loss": 0.1275, | |
| "step": 2700 | |
| }, | |
| { | |
| "epoch": 4.39, | |
| "learning_rate": 1.121555915721232e-05, | |
| "loss": 0.2306, | |
| "step": 2710 | |
| }, | |
| { | |
| "epoch": 4.41, | |
| "learning_rate": 1.1183144246353324e-05, | |
| "loss": 0.1436, | |
| "step": 2720 | |
| }, | |
| { | |
| "epoch": 4.42, | |
| "learning_rate": 1.1150729335494328e-05, | |
| "loss": 0.2197, | |
| "step": 2730 | |
| }, | |
| { | |
| "epoch": 4.44, | |
| "learning_rate": 1.1118314424635333e-05, | |
| "loss": 0.0861, | |
| "step": 2740 | |
| }, | |
| { | |
| "epoch": 4.46, | |
| "learning_rate": 1.1085899513776337e-05, | |
| "loss": 0.0987, | |
| "step": 2750 | |
| }, | |
| { | |
| "epoch": 4.47, | |
| "learning_rate": 1.1053484602917343e-05, | |
| "loss": 0.1452, | |
| "step": 2760 | |
| }, | |
| { | |
| "epoch": 4.49, | |
| "learning_rate": 1.1021069692058348e-05, | |
| "loss": 0.0954, | |
| "step": 2770 | |
| }, | |
| { | |
| "epoch": 4.51, | |
| "learning_rate": 1.0988654781199352e-05, | |
| "loss": 0.2106, | |
| "step": 2780 | |
| }, | |
| { | |
| "epoch": 4.52, | |
| "learning_rate": 1.0956239870340357e-05, | |
| "loss": 0.1572, | |
| "step": 2790 | |
| }, | |
| { | |
| "epoch": 4.54, | |
| "learning_rate": 1.0923824959481361e-05, | |
| "loss": 0.0572, | |
| "step": 2800 | |
| }, | |
| { | |
| "epoch": 4.55, | |
| "learning_rate": 1.0891410048622366e-05, | |
| "loss": 0.0573, | |
| "step": 2810 | |
| }, | |
| { | |
| "epoch": 4.57, | |
| "learning_rate": 1.0858995137763373e-05, | |
| "loss": 0.0602, | |
| "step": 2820 | |
| }, | |
| { | |
| "epoch": 4.59, | |
| "learning_rate": 1.0826580226904378e-05, | |
| "loss": 0.1457, | |
| "step": 2830 | |
| }, | |
| { | |
| "epoch": 4.6, | |
| "learning_rate": 1.0794165316045382e-05, | |
| "loss": 0.1437, | |
| "step": 2840 | |
| }, | |
| { | |
| "epoch": 4.62, | |
| "learning_rate": 1.0761750405186387e-05, | |
| "loss": 0.1277, | |
| "step": 2850 | |
| }, | |
| { | |
| "epoch": 4.64, | |
| "learning_rate": 1.0729335494327391e-05, | |
| "loss": 0.0815, | |
| "step": 2860 | |
| }, | |
| { | |
| "epoch": 4.65, | |
| "learning_rate": 1.0696920583468395e-05, | |
| "loss": 0.1182, | |
| "step": 2870 | |
| }, | |
| { | |
| "epoch": 4.67, | |
| "learning_rate": 1.0664505672609402e-05, | |
| "loss": 0.0767, | |
| "step": 2880 | |
| }, | |
| { | |
| "epoch": 4.68, | |
| "learning_rate": 1.0632090761750406e-05, | |
| "loss": 0.0712, | |
| "step": 2890 | |
| }, | |
| { | |
| "epoch": 4.7, | |
| "learning_rate": 1.059967585089141e-05, | |
| "loss": 0.0734, | |
| "step": 2900 | |
| }, | |
| { | |
| "epoch": 4.72, | |
| "learning_rate": 1.0567260940032415e-05, | |
| "loss": 0.1345, | |
| "step": 2910 | |
| }, | |
| { | |
| "epoch": 4.73, | |
| "learning_rate": 1.053484602917342e-05, | |
| "loss": 0.1518, | |
| "step": 2920 | |
| }, | |
| { | |
| "epoch": 4.75, | |
| "learning_rate": 1.0502431118314424e-05, | |
| "loss": 0.0408, | |
| "step": 2930 | |
| }, | |
| { | |
| "epoch": 4.76, | |
| "learning_rate": 1.0470016207455432e-05, | |
| "loss": 0.2521, | |
| "step": 2940 | |
| }, | |
| { | |
| "epoch": 4.78, | |
| "learning_rate": 1.0437601296596436e-05, | |
| "loss": 0.1281, | |
| "step": 2950 | |
| }, | |
| { | |
| "epoch": 4.8, | |
| "learning_rate": 1.040518638573744e-05, | |
| "loss": 0.0795, | |
| "step": 2960 | |
| }, | |
| { | |
| "epoch": 4.81, | |
| "learning_rate": 1.0372771474878445e-05, | |
| "loss": 0.1111, | |
| "step": 2970 | |
| }, | |
| { | |
| "epoch": 4.83, | |
| "learning_rate": 1.034035656401945e-05, | |
| "loss": 0.169, | |
| "step": 2980 | |
| }, | |
| { | |
| "epoch": 4.85, | |
| "learning_rate": 1.0307941653160454e-05, | |
| "loss": 0.0617, | |
| "step": 2990 | |
| }, | |
| { | |
| "epoch": 4.86, | |
| "learning_rate": 1.027552674230146e-05, | |
| "loss": 0.1381, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 4.88, | |
| "learning_rate": 1.0243111831442464e-05, | |
| "loss": 0.0873, | |
| "step": 3010 | |
| }, | |
| { | |
| "epoch": 4.89, | |
| "learning_rate": 1.0210696920583469e-05, | |
| "loss": 0.0501, | |
| "step": 3020 | |
| }, | |
| { | |
| "epoch": 4.91, | |
| "learning_rate": 1.0178282009724473e-05, | |
| "loss": 0.1203, | |
| "step": 3030 | |
| }, | |
| { | |
| "epoch": 4.93, | |
| "learning_rate": 1.014586709886548e-05, | |
| "loss": 0.0686, | |
| "step": 3040 | |
| }, | |
| { | |
| "epoch": 4.94, | |
| "learning_rate": 1.0113452188006484e-05, | |
| "loss": 0.055, | |
| "step": 3050 | |
| }, | |
| { | |
| "epoch": 4.96, | |
| "learning_rate": 1.008103727714749e-05, | |
| "loss": 0.051, | |
| "step": 3060 | |
| }, | |
| { | |
| "epoch": 4.98, | |
| "learning_rate": 1.0048622366288494e-05, | |
| "loss": 0.2395, | |
| "step": 3070 | |
| }, | |
| { | |
| "epoch": 4.99, | |
| "learning_rate": 1.0016207455429499e-05, | |
| "loss": 0.0866, | |
| "step": 3080 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_FN": 85, | |
| "eval_FP": 517, | |
| "eval_TN": 5321, | |
| "eval_TP": 510, | |
| "eval_accuracy": 0.9064200217627857, | |
| "eval_f1": 0.6288532675709001, | |
| "eval_loss": 0.4096510112285614, | |
| "eval_precision": 0.49659201557935734, | |
| "eval_recall": 0.8571428571428571, | |
| "eval_runtime": 44.282, | |
| "eval_samples_per_second": 145.273, | |
| "eval_steps_per_second": 9.101, | |
| "step": 3085 | |
| }, | |
| { | |
| "epoch": 5.01, | |
| "learning_rate": 9.983792544570503e-06, | |
| "loss": 0.1086, | |
| "step": 3090 | |
| }, | |
| { | |
| "epoch": 5.02, | |
| "learning_rate": 9.951377633711507e-06, | |
| "loss": 0.031, | |
| "step": 3100 | |
| }, | |
| { | |
| "epoch": 5.04, | |
| "learning_rate": 9.918962722852514e-06, | |
| "loss": 0.0635, | |
| "step": 3110 | |
| }, | |
| { | |
| "epoch": 5.06, | |
| "learning_rate": 9.886547811993518e-06, | |
| "loss": 0.1292, | |
| "step": 3120 | |
| }, | |
| { | |
| "epoch": 5.07, | |
| "learning_rate": 9.854132901134522e-06, | |
| "loss": 0.1165, | |
| "step": 3130 | |
| }, | |
| { | |
| "epoch": 5.09, | |
| "learning_rate": 9.821717990275529e-06, | |
| "loss": 0.0756, | |
| "step": 3140 | |
| }, | |
| { | |
| "epoch": 5.11, | |
| "learning_rate": 9.789303079416533e-06, | |
| "loss": 0.0706, | |
| "step": 3150 | |
| }, | |
| { | |
| "epoch": 5.12, | |
| "learning_rate": 9.756888168557537e-06, | |
| "loss": 0.0674, | |
| "step": 3160 | |
| }, | |
| { | |
| "epoch": 5.14, | |
| "learning_rate": 9.724473257698542e-06, | |
| "loss": 0.0116, | |
| "step": 3170 | |
| }, | |
| { | |
| "epoch": 5.15, | |
| "learning_rate": 9.692058346839546e-06, | |
| "loss": 0.0974, | |
| "step": 3180 | |
| }, | |
| { | |
| "epoch": 5.17, | |
| "learning_rate": 9.65964343598055e-06, | |
| "loss": 0.1667, | |
| "step": 3190 | |
| }, | |
| { | |
| "epoch": 5.19, | |
| "learning_rate": 9.627228525121557e-06, | |
| "loss": 0.061, | |
| "step": 3200 | |
| }, | |
| { | |
| "epoch": 5.2, | |
| "learning_rate": 9.594813614262561e-06, | |
| "loss": 0.1262, | |
| "step": 3210 | |
| }, | |
| { | |
| "epoch": 5.22, | |
| "learning_rate": 9.562398703403566e-06, | |
| "loss": 0.0842, | |
| "step": 3220 | |
| }, | |
| { | |
| "epoch": 5.24, | |
| "learning_rate": 9.529983792544572e-06, | |
| "loss": 0.05, | |
| "step": 3230 | |
| }, | |
| { | |
| "epoch": 5.25, | |
| "learning_rate": 9.497568881685576e-06, | |
| "loss": 0.0625, | |
| "step": 3240 | |
| }, | |
| { | |
| "epoch": 5.27, | |
| "learning_rate": 9.46515397082658e-06, | |
| "loss": 0.0516, | |
| "step": 3250 | |
| }, | |
| { | |
| "epoch": 5.28, | |
| "learning_rate": 9.432739059967587e-06, | |
| "loss": 0.0044, | |
| "step": 3260 | |
| }, | |
| { | |
| "epoch": 5.3, | |
| "learning_rate": 9.400324149108591e-06, | |
| "loss": 0.0638, | |
| "step": 3270 | |
| }, | |
| { | |
| "epoch": 5.32, | |
| "learning_rate": 9.367909238249596e-06, | |
| "loss": 0.0623, | |
| "step": 3280 | |
| }, | |
| { | |
| "epoch": 5.33, | |
| "learning_rate": 9.3354943273906e-06, | |
| "loss": 0.0012, | |
| "step": 3290 | |
| }, | |
| { | |
| "epoch": 5.35, | |
| "learning_rate": 9.303079416531604e-06, | |
| "loss": 0.1404, | |
| "step": 3300 | |
| }, | |
| { | |
| "epoch": 5.36, | |
| "learning_rate": 9.270664505672609e-06, | |
| "loss": 0.0709, | |
| "step": 3310 | |
| }, | |
| { | |
| "epoch": 5.38, | |
| "learning_rate": 9.238249594813615e-06, | |
| "loss": 0.0742, | |
| "step": 3320 | |
| }, | |
| { | |
| "epoch": 5.4, | |
| "learning_rate": 9.20583468395462e-06, | |
| "loss": 0.0428, | |
| "step": 3330 | |
| }, | |
| { | |
| "epoch": 5.41, | |
| "learning_rate": 9.173419773095624e-06, | |
| "loss": 0.1185, | |
| "step": 3340 | |
| }, | |
| { | |
| "epoch": 5.43, | |
| "learning_rate": 9.14100486223663e-06, | |
| "loss": 0.0459, | |
| "step": 3350 | |
| }, | |
| { | |
| "epoch": 5.45, | |
| "learning_rate": 9.108589951377634e-06, | |
| "loss": 0.0547, | |
| "step": 3360 | |
| }, | |
| { | |
| "epoch": 5.46, | |
| "learning_rate": 9.076175040518639e-06, | |
| "loss": 0.0473, | |
| "step": 3370 | |
| }, | |
| { | |
| "epoch": 5.48, | |
| "learning_rate": 9.043760129659645e-06, | |
| "loss": 0.1026, | |
| "step": 3380 | |
| }, | |
| { | |
| "epoch": 5.49, | |
| "learning_rate": 9.01134521880065e-06, | |
| "loss": 0.1256, | |
| "step": 3390 | |
| }, | |
| { | |
| "epoch": 5.51, | |
| "learning_rate": 8.978930307941654e-06, | |
| "loss": 0.0978, | |
| "step": 3400 | |
| }, | |
| { | |
| "epoch": 5.53, | |
| "learning_rate": 8.946515397082658e-06, | |
| "loss": 0.0881, | |
| "step": 3410 | |
| }, | |
| { | |
| "epoch": 5.54, | |
| "learning_rate": 8.914100486223664e-06, | |
| "loss": 0.0382, | |
| "step": 3420 | |
| }, | |
| { | |
| "epoch": 5.56, | |
| "learning_rate": 8.881685575364669e-06, | |
| "loss": 0.0873, | |
| "step": 3430 | |
| }, | |
| { | |
| "epoch": 5.58, | |
| "learning_rate": 8.849270664505673e-06, | |
| "loss": 0.1976, | |
| "step": 3440 | |
| }, | |
| { | |
| "epoch": 5.59, | |
| "learning_rate": 8.816855753646678e-06, | |
| "loss": 0.0055, | |
| "step": 3450 | |
| }, | |
| { | |
| "epoch": 5.61, | |
| "learning_rate": 8.784440842787682e-06, | |
| "loss": 0.1138, | |
| "step": 3460 | |
| }, | |
| { | |
| "epoch": 5.62, | |
| "learning_rate": 8.752025931928688e-06, | |
| "loss": 0.1109, | |
| "step": 3470 | |
| }, | |
| { | |
| "epoch": 5.64, | |
| "learning_rate": 8.719611021069693e-06, | |
| "loss": 0.1263, | |
| "step": 3480 | |
| }, | |
| { | |
| "epoch": 5.66, | |
| "learning_rate": 8.687196110210697e-06, | |
| "loss": 0.0335, | |
| "step": 3490 | |
| }, | |
| { | |
| "epoch": 5.67, | |
| "learning_rate": 8.654781199351703e-06, | |
| "loss": 0.1372, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 5.69, | |
| "learning_rate": 8.622366288492708e-06, | |
| "loss": 0.1033, | |
| "step": 3510 | |
| }, | |
| { | |
| "epoch": 5.71, | |
| "learning_rate": 8.589951377633712e-06, | |
| "loss": 0.1051, | |
| "step": 3520 | |
| }, | |
| { | |
| "epoch": 5.72, | |
| "learning_rate": 8.557536466774718e-06, | |
| "loss": 0.0265, | |
| "step": 3530 | |
| }, | |
| { | |
| "epoch": 5.74, | |
| "learning_rate": 8.525121555915723e-06, | |
| "loss": 0.0756, | |
| "step": 3540 | |
| }, | |
| { | |
| "epoch": 5.75, | |
| "learning_rate": 8.492706645056727e-06, | |
| "loss": 0.045, | |
| "step": 3550 | |
| }, | |
| { | |
| "epoch": 5.77, | |
| "learning_rate": 8.460291734197731e-06, | |
| "loss": 0.1152, | |
| "step": 3560 | |
| }, | |
| { | |
| "epoch": 5.79, | |
| "learning_rate": 8.427876823338736e-06, | |
| "loss": 0.0439, | |
| "step": 3570 | |
| }, | |
| { | |
| "epoch": 5.8, | |
| "learning_rate": 8.39546191247974e-06, | |
| "loss": 0.0482, | |
| "step": 3580 | |
| }, | |
| { | |
| "epoch": 5.82, | |
| "learning_rate": 8.363047001620746e-06, | |
| "loss": 0.1016, | |
| "step": 3590 | |
| }, | |
| { | |
| "epoch": 5.83, | |
| "learning_rate": 8.33063209076175e-06, | |
| "loss": 0.0803, | |
| "step": 3600 | |
| }, | |
| { | |
| "epoch": 5.85, | |
| "learning_rate": 8.298217179902755e-06, | |
| "loss": 0.0749, | |
| "step": 3610 | |
| }, | |
| { | |
| "epoch": 5.87, | |
| "learning_rate": 8.265802269043761e-06, | |
| "loss": 0.1721, | |
| "step": 3620 | |
| }, | |
| { | |
| "epoch": 5.88, | |
| "learning_rate": 8.233387358184766e-06, | |
| "loss": 0.1163, | |
| "step": 3630 | |
| }, | |
| { | |
| "epoch": 5.9, | |
| "learning_rate": 8.20097244732577e-06, | |
| "loss": 0.0671, | |
| "step": 3640 | |
| }, | |
| { | |
| "epoch": 5.92, | |
| "learning_rate": 8.168557536466776e-06, | |
| "loss": 0.0691, | |
| "step": 3650 | |
| }, | |
| { | |
| "epoch": 5.93, | |
| "learning_rate": 8.13614262560778e-06, | |
| "loss": 0.0217, | |
| "step": 3660 | |
| }, | |
| { | |
| "epoch": 5.95, | |
| "learning_rate": 8.103727714748785e-06, | |
| "loss": 0.0764, | |
| "step": 3670 | |
| }, | |
| { | |
| "epoch": 5.96, | |
| "learning_rate": 8.07131280388979e-06, | |
| "loss": 0.064, | |
| "step": 3680 | |
| }, | |
| { | |
| "epoch": 5.98, | |
| "learning_rate": 8.038897893030794e-06, | |
| "loss": 0.2176, | |
| "step": 3690 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "learning_rate": 8.0064829821718e-06, | |
| "loss": 0.1184, | |
| "step": 3700 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_FN": 98, | |
| "eval_FP": 480, | |
| "eval_TN": 5358, | |
| "eval_TP": 497, | |
| "eval_accuracy": 0.9101507850147676, | |
| "eval_f1": 0.6323155216284986, | |
| "eval_loss": 0.44807711243629456, | |
| "eval_precision": 0.5087001023541453, | |
| "eval_recall": 0.8352941176470589, | |
| "eval_runtime": 44.286, | |
| "eval_samples_per_second": 145.26, | |
| "eval_steps_per_second": 9.1, | |
| "step": 3702 | |
| }, | |
| { | |
| "epoch": 6.01, | |
| "learning_rate": 7.974068071312805e-06, | |
| "loss": 0.0792, | |
| "step": 3710 | |
| }, | |
| { | |
| "epoch": 6.03, | |
| "learning_rate": 7.941653160453809e-06, | |
| "loss": 0.1152, | |
| "step": 3720 | |
| }, | |
| { | |
| "epoch": 6.05, | |
| "learning_rate": 7.909238249594813e-06, | |
| "loss": 0.0586, | |
| "step": 3730 | |
| }, | |
| { | |
| "epoch": 6.06, | |
| "learning_rate": 7.87682333873582e-06, | |
| "loss": 0.1163, | |
| "step": 3740 | |
| }, | |
| { | |
| "epoch": 6.08, | |
| "learning_rate": 7.844408427876824e-06, | |
| "loss": 0.0072, | |
| "step": 3750 | |
| }, | |
| { | |
| "epoch": 6.09, | |
| "learning_rate": 7.811993517017828e-06, | |
| "loss": 0.0092, | |
| "step": 3760 | |
| }, | |
| { | |
| "epoch": 6.11, | |
| "learning_rate": 7.779578606158834e-06, | |
| "loss": 0.0083, | |
| "step": 3770 | |
| }, | |
| { | |
| "epoch": 6.13, | |
| "learning_rate": 7.747163695299839e-06, | |
| "loss": 0.0107, | |
| "step": 3780 | |
| }, | |
| { | |
| "epoch": 6.14, | |
| "learning_rate": 7.714748784440843e-06, | |
| "loss": 0.0113, | |
| "step": 3790 | |
| }, | |
| { | |
| "epoch": 6.16, | |
| "learning_rate": 7.68233387358185e-06, | |
| "loss": 0.009, | |
| "step": 3800 | |
| }, | |
| { | |
| "epoch": 6.18, | |
| "learning_rate": 7.649918962722854e-06, | |
| "loss": 0.0295, | |
| "step": 3810 | |
| }, | |
| { | |
| "epoch": 6.19, | |
| "learning_rate": 7.6175040518638575e-06, | |
| "loss": 0.0385, | |
| "step": 3820 | |
| }, | |
| { | |
| "epoch": 6.21, | |
| "learning_rate": 7.5850891410048636e-06, | |
| "loss": 0.0553, | |
| "step": 3830 | |
| }, | |
| { | |
| "epoch": 6.22, | |
| "learning_rate": 7.552674230145868e-06, | |
| "loss": 0.1054, | |
| "step": 3840 | |
| }, | |
| { | |
| "epoch": 6.24, | |
| "learning_rate": 7.5202593192868724e-06, | |
| "loss": 0.1019, | |
| "step": 3850 | |
| }, | |
| { | |
| "epoch": 6.26, | |
| "learning_rate": 7.487844408427878e-06, | |
| "loss": 0.071, | |
| "step": 3860 | |
| }, | |
| { | |
| "epoch": 6.27, | |
| "learning_rate": 7.455429497568882e-06, | |
| "loss": 0.066, | |
| "step": 3870 | |
| }, | |
| { | |
| "epoch": 6.29, | |
| "learning_rate": 7.4230145867098865e-06, | |
| "loss": 0.1016, | |
| "step": 3880 | |
| }, | |
| { | |
| "epoch": 6.3, | |
| "learning_rate": 7.390599675850893e-06, | |
| "loss": 0.0382, | |
| "step": 3890 | |
| }, | |
| { | |
| "epoch": 6.32, | |
| "learning_rate": 7.358184764991897e-06, | |
| "loss": 0.0453, | |
| "step": 3900 | |
| }, | |
| { | |
| "epoch": 6.34, | |
| "learning_rate": 7.3257698541329015e-06, | |
| "loss": 0.0343, | |
| "step": 3910 | |
| }, | |
| { | |
| "epoch": 6.35, | |
| "learning_rate": 7.293354943273907e-06, | |
| "loss": 0.0458, | |
| "step": 3920 | |
| }, | |
| { | |
| "epoch": 6.37, | |
| "learning_rate": 7.260940032414911e-06, | |
| "loss": 0.103, | |
| "step": 3930 | |
| }, | |
| { | |
| "epoch": 6.39, | |
| "learning_rate": 7.228525121555916e-06, | |
| "loss": 0.0425, | |
| "step": 3940 | |
| }, | |
| { | |
| "epoch": 6.4, | |
| "learning_rate": 7.196110210696922e-06, | |
| "loss": 0.1508, | |
| "step": 3950 | |
| }, | |
| { | |
| "epoch": 6.42, | |
| "learning_rate": 7.163695299837926e-06, | |
| "loss": 0.0288, | |
| "step": 3960 | |
| }, | |
| { | |
| "epoch": 6.43, | |
| "learning_rate": 7.131280388978931e-06, | |
| "loss": 0.0174, | |
| "step": 3970 | |
| }, | |
| { | |
| "epoch": 6.45, | |
| "learning_rate": 7.098865478119936e-06, | |
| "loss": 0.0636, | |
| "step": 3980 | |
| }, | |
| { | |
| "epoch": 6.47, | |
| "learning_rate": 7.06645056726094e-06, | |
| "loss": 0.0522, | |
| "step": 3990 | |
| }, | |
| { | |
| "epoch": 6.48, | |
| "learning_rate": 7.034035656401946e-06, | |
| "loss": 0.1806, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 6.5, | |
| "learning_rate": 7.001620745542951e-06, | |
| "loss": 0.0028, | |
| "step": 4010 | |
| }, | |
| { | |
| "epoch": 6.52, | |
| "learning_rate": 6.969205834683955e-06, | |
| "loss": 0.0535, | |
| "step": 4020 | |
| }, | |
| { | |
| "epoch": 6.53, | |
| "learning_rate": 6.93679092382496e-06, | |
| "loss": 0.1082, | |
| "step": 4030 | |
| }, | |
| { | |
| "epoch": 6.55, | |
| "learning_rate": 6.904376012965965e-06, | |
| "loss": 0.0012, | |
| "step": 4040 | |
| }, | |
| { | |
| "epoch": 6.56, | |
| "learning_rate": 6.87196110210697e-06, | |
| "loss": 0.154, | |
| "step": 4050 | |
| }, | |
| { | |
| "epoch": 6.58, | |
| "learning_rate": 6.839546191247975e-06, | |
| "loss": 0.0753, | |
| "step": 4060 | |
| }, | |
| { | |
| "epoch": 6.6, | |
| "learning_rate": 6.80713128038898e-06, | |
| "loss": 0.0852, | |
| "step": 4070 | |
| }, | |
| { | |
| "epoch": 6.61, | |
| "learning_rate": 6.774716369529984e-06, | |
| "loss": 0.0756, | |
| "step": 4080 | |
| }, | |
| { | |
| "epoch": 6.63, | |
| "learning_rate": 6.742301458670989e-06, | |
| "loss": 0.0121, | |
| "step": 4090 | |
| }, | |
| { | |
| "epoch": 6.65, | |
| "learning_rate": 6.709886547811995e-06, | |
| "loss": 0.03, | |
| "step": 4100 | |
| }, | |
| { | |
| "epoch": 6.66, | |
| "learning_rate": 6.677471636952999e-06, | |
| "loss": 0.0047, | |
| "step": 4110 | |
| }, | |
| { | |
| "epoch": 6.68, | |
| "learning_rate": 6.645056726094004e-06, | |
| "loss": 0.0776, | |
| "step": 4120 | |
| }, | |
| { | |
| "epoch": 6.69, | |
| "learning_rate": 6.612641815235009e-06, | |
| "loss": 0.0711, | |
| "step": 4130 | |
| }, | |
| { | |
| "epoch": 6.71, | |
| "learning_rate": 6.5802269043760135e-06, | |
| "loss": 0.0309, | |
| "step": 4140 | |
| }, | |
| { | |
| "epoch": 6.73, | |
| "learning_rate": 6.547811993517018e-06, | |
| "loss": 0.1366, | |
| "step": 4150 | |
| }, | |
| { | |
| "epoch": 6.74, | |
| "learning_rate": 6.515397082658024e-06, | |
| "loss": 0.0588, | |
| "step": 4160 | |
| }, | |
| { | |
| "epoch": 6.76, | |
| "learning_rate": 6.4829821717990284e-06, | |
| "loss": 0.0011, | |
| "step": 4170 | |
| }, | |
| { | |
| "epoch": 6.77, | |
| "learning_rate": 6.450567260940033e-06, | |
| "loss": 0.0322, | |
| "step": 4180 | |
| }, | |
| { | |
| "epoch": 6.79, | |
| "learning_rate": 6.418152350081038e-06, | |
| "loss": 0.0446, | |
| "step": 4190 | |
| }, | |
| { | |
| "epoch": 6.81, | |
| "learning_rate": 6.3857374392220426e-06, | |
| "loss": 0.0365, | |
| "step": 4200 | |
| }, | |
| { | |
| "epoch": 6.82, | |
| "learning_rate": 6.353322528363047e-06, | |
| "loss": 0.1545, | |
| "step": 4210 | |
| }, | |
| { | |
| "epoch": 6.84, | |
| "learning_rate": 6.320907617504053e-06, | |
| "loss": 0.0584, | |
| "step": 4220 | |
| }, | |
| { | |
| "epoch": 6.86, | |
| "learning_rate": 6.2884927066450575e-06, | |
| "loss": 0.1699, | |
| "step": 4230 | |
| }, | |
| { | |
| "epoch": 6.87, | |
| "learning_rate": 6.256077795786062e-06, | |
| "loss": 0.0272, | |
| "step": 4240 | |
| }, | |
| { | |
| "epoch": 6.89, | |
| "learning_rate": 6.223662884927067e-06, | |
| "loss": 0.0979, | |
| "step": 4250 | |
| }, | |
| { | |
| "epoch": 6.9, | |
| "learning_rate": 6.191247974068072e-06, | |
| "loss": 0.061, | |
| "step": 4260 | |
| }, | |
| { | |
| "epoch": 6.92, | |
| "learning_rate": 6.158833063209076e-06, | |
| "loss": 0.0702, | |
| "step": 4270 | |
| }, | |
| { | |
| "epoch": 6.94, | |
| "learning_rate": 6.126418152350082e-06, | |
| "loss": 0.0388, | |
| "step": 4280 | |
| }, | |
| { | |
| "epoch": 6.95, | |
| "learning_rate": 6.094003241491087e-06, | |
| "loss": 0.0751, | |
| "step": 4290 | |
| }, | |
| { | |
| "epoch": 6.97, | |
| "learning_rate": 6.061588330632091e-06, | |
| "loss": 0.0308, | |
| "step": 4300 | |
| }, | |
| { | |
| "epoch": 6.99, | |
| "learning_rate": 6.029173419773096e-06, | |
| "loss": 0.0687, | |
| "step": 4310 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_FN": 115, | |
| "eval_FP": 436, | |
| "eval_TN": 5402, | |
| "eval_TP": 480, | |
| "eval_accuracy": 0.9143478936732473, | |
| "eval_f1": 0.6353408338848444, | |
| "eval_loss": 0.4813846945762634, | |
| "eval_precision": 0.5240174672489083, | |
| "eval_recall": 0.8067226890756303, | |
| "eval_runtime": 44.2822, | |
| "eval_samples_per_second": 145.273, | |
| "eval_steps_per_second": 9.101, | |
| "step": 4319 | |
| } | |
| ], | |
| "logging_steps": 10, | |
| "max_steps": 6170, | |
| "num_train_epochs": 10, | |
| "save_steps": 500, | |
| "total_flos": 1.817465926004736e+16, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |