|
{ |
|
"best_metric": 0.9925, |
|
"best_model_checkpoint": "./model/checkpoint-4382", |
|
"epoch": 30.0, |
|
"eval_steps": 500, |
|
"global_step": 9390, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.03, |
|
"learning_rate": 1.9169329073482426e-06, |
|
"loss": 1.4575, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.06, |
|
"learning_rate": 4.046858359957402e-06, |
|
"loss": 1.3457, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.1, |
|
"learning_rate": 6.17678381256656e-06, |
|
"loss": 1.2723, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.13, |
|
"learning_rate": 8.306709265175718e-06, |
|
"loss": 1.0944, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 0.16, |
|
"learning_rate": 1.0223642172523962e-05, |
|
"loss": 0.8709, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.19, |
|
"learning_rate": 1.235356762513312e-05, |
|
"loss": 0.7749, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 0.22, |
|
"learning_rate": 1.4270500532481365e-05, |
|
"loss": 0.7163, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 0.26, |
|
"learning_rate": 1.6400425985090524e-05, |
|
"loss": 0.6857, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 0.29, |
|
"learning_rate": 1.8530351437699682e-05, |
|
"loss": 0.6966, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 0.32, |
|
"learning_rate": 2.066027689030884e-05, |
|
"loss": 0.6462, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 0.35, |
|
"learning_rate": 2.2790202342918e-05, |
|
"loss": 0.5817, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 0.38, |
|
"learning_rate": 2.4920127795527157e-05, |
|
"loss": 0.5795, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 0.42, |
|
"learning_rate": 2.7050053248136315e-05, |
|
"loss": 0.6217, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 0.45, |
|
"learning_rate": 2.9179978700745477e-05, |
|
"loss": 0.6524, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 0.48, |
|
"learning_rate": 3.130990415335464e-05, |
|
"loss": 0.5952, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 0.51, |
|
"learning_rate": 3.343982960596379e-05, |
|
"loss": 0.6165, |
|
"step": 160 |
|
}, |
|
{ |
|
"epoch": 0.54, |
|
"learning_rate": 3.556975505857295e-05, |
|
"loss": 0.5443, |
|
"step": 170 |
|
}, |
|
{ |
|
"epoch": 0.58, |
|
"learning_rate": 3.769968051118211e-05, |
|
"loss": 0.5546, |
|
"step": 180 |
|
}, |
|
{ |
|
"epoch": 0.61, |
|
"learning_rate": 3.9829605963791265e-05, |
|
"loss": 0.6735, |
|
"step": 190 |
|
}, |
|
{ |
|
"epoch": 0.64, |
|
"learning_rate": 4.195953141640043e-05, |
|
"loss": 0.6384, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 0.67, |
|
"learning_rate": 4.408945686900959e-05, |
|
"loss": 0.5343, |
|
"step": 210 |
|
}, |
|
{ |
|
"epoch": 0.7, |
|
"learning_rate": 4.6219382321618746e-05, |
|
"loss": 0.5015, |
|
"step": 220 |
|
}, |
|
{ |
|
"epoch": 0.73, |
|
"learning_rate": 4.8349307774227905e-05, |
|
"loss": 0.5105, |
|
"step": 230 |
|
}, |
|
{ |
|
"epoch": 0.77, |
|
"learning_rate": 5.047923322683706e-05, |
|
"loss": 0.4695, |
|
"step": 240 |
|
}, |
|
{ |
|
"epoch": 0.8, |
|
"learning_rate": 5.260915867944622e-05, |
|
"loss": 0.4371, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 0.83, |
|
"learning_rate": 5.4739084132055386e-05, |
|
"loss": 0.4953, |
|
"step": 260 |
|
}, |
|
{ |
|
"epoch": 0.86, |
|
"learning_rate": 5.686900958466454e-05, |
|
"loss": 0.4942, |
|
"step": 270 |
|
}, |
|
{ |
|
"epoch": 0.89, |
|
"learning_rate": 5.8998935037273696e-05, |
|
"loss": 0.5203, |
|
"step": 280 |
|
}, |
|
{ |
|
"epoch": 0.93, |
|
"learning_rate": 6.112886048988285e-05, |
|
"loss": 0.4275, |
|
"step": 290 |
|
}, |
|
{ |
|
"epoch": 0.96, |
|
"learning_rate": 6.30457933972311e-05, |
|
"loss": 0.5087, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 0.99, |
|
"learning_rate": 6.517571884984026e-05, |
|
"loss": 0.4345, |
|
"step": 310 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.8075, |
|
"eval_loss": 0.41250982880592346, |
|
"eval_runtime": 5.1206, |
|
"eval_samples_per_second": 78.116, |
|
"eval_steps_per_second": 9.764, |
|
"step": 313 |
|
}, |
|
{ |
|
"epoch": 1.02, |
|
"learning_rate": 6.730564430244943e-05, |
|
"loss": 0.3821, |
|
"step": 320 |
|
}, |
|
{ |
|
"epoch": 1.05, |
|
"learning_rate": 6.943556975505858e-05, |
|
"loss": 0.3927, |
|
"step": 330 |
|
}, |
|
{ |
|
"epoch": 1.09, |
|
"learning_rate": 7.156549520766773e-05, |
|
"loss": 0.3204, |
|
"step": 340 |
|
}, |
|
{ |
|
"epoch": 1.12, |
|
"learning_rate": 7.36954206602769e-05, |
|
"loss": 0.3437, |
|
"step": 350 |
|
}, |
|
{ |
|
"epoch": 1.15, |
|
"learning_rate": 7.582534611288606e-05, |
|
"loss": 0.4701, |
|
"step": 360 |
|
}, |
|
{ |
|
"epoch": 1.18, |
|
"learning_rate": 7.795527156549521e-05, |
|
"loss": 0.3827, |
|
"step": 370 |
|
}, |
|
{ |
|
"epoch": 1.21, |
|
"learning_rate": 8.008519701810438e-05, |
|
"loss": 0.3503, |
|
"step": 380 |
|
}, |
|
{ |
|
"epoch": 1.25, |
|
"learning_rate": 8.221512247071353e-05, |
|
"loss": 0.3412, |
|
"step": 390 |
|
}, |
|
{ |
|
"epoch": 1.28, |
|
"learning_rate": 8.434504792332268e-05, |
|
"loss": 0.3545, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 1.31, |
|
"learning_rate": 8.647497337593184e-05, |
|
"loss": 0.4233, |
|
"step": 410 |
|
}, |
|
{ |
|
"epoch": 1.34, |
|
"learning_rate": 8.860489882854101e-05, |
|
"loss": 0.3038, |
|
"step": 420 |
|
}, |
|
{ |
|
"epoch": 1.37, |
|
"learning_rate": 9.073482428115016e-05, |
|
"loss": 0.2849, |
|
"step": 430 |
|
}, |
|
{ |
|
"epoch": 1.41, |
|
"learning_rate": 9.286474973375933e-05, |
|
"loss": 0.3164, |
|
"step": 440 |
|
}, |
|
{ |
|
"epoch": 1.44, |
|
"learning_rate": 9.499467518636849e-05, |
|
"loss": 0.3366, |
|
"step": 450 |
|
}, |
|
{ |
|
"epoch": 1.47, |
|
"learning_rate": 9.712460063897764e-05, |
|
"loss": 0.3453, |
|
"step": 460 |
|
}, |
|
{ |
|
"epoch": 1.5, |
|
"learning_rate": 9.92545260915868e-05, |
|
"loss": 0.3852, |
|
"step": 470 |
|
}, |
|
{ |
|
"epoch": 1.53, |
|
"learning_rate": 0.00010138445154419596, |
|
"loss": 0.3932, |
|
"step": 480 |
|
}, |
|
{ |
|
"epoch": 1.57, |
|
"learning_rate": 0.00010351437699680511, |
|
"loss": 0.3085, |
|
"step": 490 |
|
}, |
|
{ |
|
"epoch": 1.6, |
|
"learning_rate": 0.00010564430244941428, |
|
"loss": 0.4473, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 1.63, |
|
"learning_rate": 0.00010777422790202343, |
|
"loss": 0.381, |
|
"step": 510 |
|
}, |
|
{ |
|
"epoch": 1.66, |
|
"learning_rate": 0.0001099041533546326, |
|
"loss": 0.3917, |
|
"step": 520 |
|
}, |
|
{ |
|
"epoch": 1.69, |
|
"learning_rate": 0.00011203407880724174, |
|
"loss": 0.3807, |
|
"step": 530 |
|
}, |
|
{ |
|
"epoch": 1.73, |
|
"learning_rate": 0.00011416400425985092, |
|
"loss": 0.3381, |
|
"step": 540 |
|
}, |
|
{ |
|
"epoch": 1.76, |
|
"learning_rate": 0.00011629392971246007, |
|
"loss": 0.3207, |
|
"step": 550 |
|
}, |
|
{ |
|
"epoch": 1.79, |
|
"learning_rate": 0.00011842385516506922, |
|
"loss": 0.2718, |
|
"step": 560 |
|
}, |
|
{ |
|
"epoch": 1.82, |
|
"learning_rate": 0.00012055378061767839, |
|
"loss": 0.3206, |
|
"step": 570 |
|
}, |
|
{ |
|
"epoch": 1.85, |
|
"learning_rate": 0.00012268370607028753, |
|
"loss": 0.3239, |
|
"step": 580 |
|
}, |
|
{ |
|
"epoch": 1.88, |
|
"learning_rate": 0.0001248136315228967, |
|
"loss": 0.2478, |
|
"step": 590 |
|
}, |
|
{ |
|
"epoch": 1.92, |
|
"learning_rate": 0.00012694355697550586, |
|
"loss": 0.1582, |
|
"step": 600 |
|
}, |
|
{ |
|
"epoch": 1.95, |
|
"learning_rate": 0.000129073482428115, |
|
"loss": 0.2166, |
|
"step": 610 |
|
}, |
|
{ |
|
"epoch": 1.98, |
|
"learning_rate": 0.0001312034078807242, |
|
"loss": 0.5444, |
|
"step": 620 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.9075, |
|
"eval_loss": 0.28795498609542847, |
|
"eval_runtime": 5.2021, |
|
"eval_samples_per_second": 76.892, |
|
"eval_steps_per_second": 9.612, |
|
"step": 626 |
|
}, |
|
{ |
|
"epoch": 2.01, |
|
"learning_rate": 0.00013333333333333334, |
|
"loss": 0.2552, |
|
"step": 630 |
|
}, |
|
{ |
|
"epoch": 2.04, |
|
"learning_rate": 0.0001354632587859425, |
|
"loss": 0.2285, |
|
"step": 640 |
|
}, |
|
{ |
|
"epoch": 2.08, |
|
"learning_rate": 0.00013759318423855164, |
|
"loss": 0.296, |
|
"step": 650 |
|
}, |
|
{ |
|
"epoch": 2.11, |
|
"learning_rate": 0.00013972310969116082, |
|
"loss": 0.2718, |
|
"step": 660 |
|
}, |
|
{ |
|
"epoch": 2.14, |
|
"learning_rate": 0.00014185303514376997, |
|
"loss": 0.1728, |
|
"step": 670 |
|
}, |
|
{ |
|
"epoch": 2.17, |
|
"learning_rate": 0.00014398296059637912, |
|
"loss": 0.1852, |
|
"step": 680 |
|
}, |
|
{ |
|
"epoch": 2.2, |
|
"learning_rate": 0.0001461128860489883, |
|
"loss": 0.2437, |
|
"step": 690 |
|
}, |
|
{ |
|
"epoch": 2.24, |
|
"learning_rate": 0.00014824281150159745, |
|
"loss": 0.2741, |
|
"step": 700 |
|
}, |
|
{ |
|
"epoch": 2.27, |
|
"learning_rate": 0.0001503727369542066, |
|
"loss": 0.1316, |
|
"step": 710 |
|
}, |
|
{ |
|
"epoch": 2.3, |
|
"learning_rate": 0.00015250266240681576, |
|
"loss": 0.2716, |
|
"step": 720 |
|
}, |
|
{ |
|
"epoch": 2.33, |
|
"learning_rate": 0.00015463258785942494, |
|
"loss": 0.2318, |
|
"step": 730 |
|
}, |
|
{ |
|
"epoch": 2.36, |
|
"learning_rate": 0.0001567625133120341, |
|
"loss": 0.4942, |
|
"step": 740 |
|
}, |
|
{ |
|
"epoch": 2.4, |
|
"learning_rate": 0.00015889243876464324, |
|
"loss": 0.218, |
|
"step": 750 |
|
}, |
|
{ |
|
"epoch": 2.43, |
|
"learning_rate": 0.00016102236421725242, |
|
"loss": 0.2507, |
|
"step": 760 |
|
}, |
|
{ |
|
"epoch": 2.46, |
|
"learning_rate": 0.00016315228966986157, |
|
"loss": 0.2782, |
|
"step": 770 |
|
}, |
|
{ |
|
"epoch": 2.49, |
|
"learning_rate": 0.00016528221512247072, |
|
"loss": 0.1941, |
|
"step": 780 |
|
}, |
|
{ |
|
"epoch": 2.52, |
|
"learning_rate": 0.00016741214057507987, |
|
"loss": 0.4018, |
|
"step": 790 |
|
}, |
|
{ |
|
"epoch": 2.56, |
|
"learning_rate": 0.00016954206602768902, |
|
"loss": 0.3268, |
|
"step": 800 |
|
}, |
|
{ |
|
"epoch": 2.59, |
|
"learning_rate": 0.0001716719914802982, |
|
"loss": 0.2585, |
|
"step": 810 |
|
}, |
|
{ |
|
"epoch": 2.62, |
|
"learning_rate": 0.00017380191693290735, |
|
"loss": 0.3031, |
|
"step": 820 |
|
}, |
|
{ |
|
"epoch": 2.65, |
|
"learning_rate": 0.00017593184238551653, |
|
"loss": 0.313, |
|
"step": 830 |
|
}, |
|
{ |
|
"epoch": 2.68, |
|
"learning_rate": 0.00017806176783812566, |
|
"loss": 0.3424, |
|
"step": 840 |
|
}, |
|
{ |
|
"epoch": 2.72, |
|
"learning_rate": 0.00018019169329073484, |
|
"loss": 0.2635, |
|
"step": 850 |
|
}, |
|
{ |
|
"epoch": 2.75, |
|
"learning_rate": 0.000182321618743344, |
|
"loss": 0.2479, |
|
"step": 860 |
|
}, |
|
{ |
|
"epoch": 2.78, |
|
"learning_rate": 0.00018445154419595314, |
|
"loss": 0.2651, |
|
"step": 870 |
|
}, |
|
{ |
|
"epoch": 2.81, |
|
"learning_rate": 0.00018658146964856232, |
|
"loss": 0.228, |
|
"step": 880 |
|
}, |
|
{ |
|
"epoch": 2.84, |
|
"learning_rate": 0.00018871139510117147, |
|
"loss": 0.288, |
|
"step": 890 |
|
}, |
|
{ |
|
"epoch": 2.88, |
|
"learning_rate": 0.00019084132055378062, |
|
"loss": 0.2814, |
|
"step": 900 |
|
}, |
|
{ |
|
"epoch": 2.91, |
|
"learning_rate": 0.00019297124600638977, |
|
"loss": 0.2692, |
|
"step": 910 |
|
}, |
|
{ |
|
"epoch": 2.94, |
|
"learning_rate": 0.00019510117145899895, |
|
"loss": 0.235, |
|
"step": 920 |
|
}, |
|
{ |
|
"epoch": 2.97, |
|
"learning_rate": 0.0001972310969116081, |
|
"loss": 0.2855, |
|
"step": 930 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.88, |
|
"eval_loss": 0.3687535524368286, |
|
"eval_runtime": 6.15, |
|
"eval_samples_per_second": 65.041, |
|
"eval_steps_per_second": 8.13, |
|
"step": 939 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"learning_rate": 0.00019936102236421725, |
|
"loss": 0.2939, |
|
"step": 940 |
|
}, |
|
{ |
|
"epoch": 3.04, |
|
"learning_rate": 0.00019983433913146374, |
|
"loss": 0.3828, |
|
"step": 950 |
|
}, |
|
{ |
|
"epoch": 3.07, |
|
"learning_rate": 0.0001995976807478405, |
|
"loss": 0.1991, |
|
"step": 960 |
|
}, |
|
{ |
|
"epoch": 3.1, |
|
"learning_rate": 0.00019936102236421725, |
|
"loss": 0.2212, |
|
"step": 970 |
|
}, |
|
{ |
|
"epoch": 3.13, |
|
"learning_rate": 0.00019912436398059402, |
|
"loss": 0.2374, |
|
"step": 980 |
|
}, |
|
{ |
|
"epoch": 3.16, |
|
"learning_rate": 0.0001988877055969708, |
|
"loss": 0.1184, |
|
"step": 990 |
|
}, |
|
{ |
|
"epoch": 3.19, |
|
"learning_rate": 0.00019865104721334756, |
|
"loss": 0.1316, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 3.23, |
|
"learning_rate": 0.0001984143888297243, |
|
"loss": 0.2247, |
|
"step": 1010 |
|
}, |
|
{ |
|
"epoch": 3.26, |
|
"learning_rate": 0.00019817773044610105, |
|
"loss": 0.2707, |
|
"step": 1020 |
|
}, |
|
{ |
|
"epoch": 3.29, |
|
"learning_rate": 0.00019794107206247782, |
|
"loss": 0.1726, |
|
"step": 1030 |
|
}, |
|
{ |
|
"epoch": 3.32, |
|
"learning_rate": 0.00019770441367885456, |
|
"loss": 0.2527, |
|
"step": 1040 |
|
}, |
|
{ |
|
"epoch": 3.35, |
|
"learning_rate": 0.00019746775529523133, |
|
"loss": 0.2112, |
|
"step": 1050 |
|
}, |
|
{ |
|
"epoch": 3.39, |
|
"learning_rate": 0.0001972310969116081, |
|
"loss": 0.1687, |
|
"step": 1060 |
|
}, |
|
{ |
|
"epoch": 3.42, |
|
"learning_rate": 0.00019699443852798487, |
|
"loss": 0.3774, |
|
"step": 1070 |
|
}, |
|
{ |
|
"epoch": 3.45, |
|
"learning_rate": 0.00019675778014436161, |
|
"loss": 0.2342, |
|
"step": 1080 |
|
}, |
|
{ |
|
"epoch": 3.48, |
|
"learning_rate": 0.00019652112176073838, |
|
"loss": 0.195, |
|
"step": 1090 |
|
}, |
|
{ |
|
"epoch": 3.51, |
|
"learning_rate": 0.00019628446337711515, |
|
"loss": 0.1589, |
|
"step": 1100 |
|
}, |
|
{ |
|
"epoch": 3.55, |
|
"learning_rate": 0.00019604780499349192, |
|
"loss": 0.2088, |
|
"step": 1110 |
|
}, |
|
{ |
|
"epoch": 3.58, |
|
"learning_rate": 0.00019581114660986867, |
|
"loss": 0.2503, |
|
"step": 1120 |
|
}, |
|
{ |
|
"epoch": 3.61, |
|
"learning_rate": 0.0001955744882262454, |
|
"loss": 0.1818, |
|
"step": 1130 |
|
}, |
|
{ |
|
"epoch": 3.64, |
|
"learning_rate": 0.00019533782984262218, |
|
"loss": 0.2153, |
|
"step": 1140 |
|
}, |
|
{ |
|
"epoch": 3.67, |
|
"learning_rate": 0.00019510117145899895, |
|
"loss": 0.3874, |
|
"step": 1150 |
|
}, |
|
{ |
|
"epoch": 3.71, |
|
"learning_rate": 0.0001948645130753757, |
|
"loss": 0.179, |
|
"step": 1160 |
|
}, |
|
{ |
|
"epoch": 3.74, |
|
"learning_rate": 0.00019462785469175246, |
|
"loss": 0.1135, |
|
"step": 1170 |
|
}, |
|
{ |
|
"epoch": 3.77, |
|
"learning_rate": 0.00019439119630812923, |
|
"loss": 0.3062, |
|
"step": 1180 |
|
}, |
|
{ |
|
"epoch": 3.8, |
|
"learning_rate": 0.00019415453792450598, |
|
"loss": 0.163, |
|
"step": 1190 |
|
}, |
|
{ |
|
"epoch": 3.83, |
|
"learning_rate": 0.00019391787954088275, |
|
"loss": 0.2267, |
|
"step": 1200 |
|
}, |
|
{ |
|
"epoch": 3.87, |
|
"learning_rate": 0.00019368122115725952, |
|
"loss": 0.1419, |
|
"step": 1210 |
|
}, |
|
{ |
|
"epoch": 3.9, |
|
"learning_rate": 0.00019344456277363629, |
|
"loss": 0.1842, |
|
"step": 1220 |
|
}, |
|
{ |
|
"epoch": 3.93, |
|
"learning_rate": 0.00019320790439001303, |
|
"loss": 0.1742, |
|
"step": 1230 |
|
}, |
|
{ |
|
"epoch": 3.96, |
|
"learning_rate": 0.00019297124600638977, |
|
"loss": 0.1806, |
|
"step": 1240 |
|
}, |
|
{ |
|
"epoch": 3.99, |
|
"learning_rate": 0.00019273458762276654, |
|
"loss": 0.1533, |
|
"step": 1250 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.94, |
|
"eval_loss": 0.2066069096326828, |
|
"eval_runtime": 5.147, |
|
"eval_samples_per_second": 77.715, |
|
"eval_steps_per_second": 9.714, |
|
"step": 1252 |
|
}, |
|
{ |
|
"epoch": 4.03, |
|
"learning_rate": 0.0001924979292391433, |
|
"loss": 0.153, |
|
"step": 1260 |
|
}, |
|
{ |
|
"epoch": 4.06, |
|
"learning_rate": 0.00019226127085552005, |
|
"loss": 0.1504, |
|
"step": 1270 |
|
}, |
|
{ |
|
"epoch": 4.09, |
|
"learning_rate": 0.00019202461247189682, |
|
"loss": 0.1796, |
|
"step": 1280 |
|
}, |
|
{ |
|
"epoch": 4.12, |
|
"learning_rate": 0.0001917879540882736, |
|
"loss": 0.1309, |
|
"step": 1290 |
|
}, |
|
{ |
|
"epoch": 4.15, |
|
"learning_rate": 0.00019155129570465034, |
|
"loss": 0.1167, |
|
"step": 1300 |
|
}, |
|
{ |
|
"epoch": 4.19, |
|
"learning_rate": 0.0001913146373210271, |
|
"loss": 0.0874, |
|
"step": 1310 |
|
}, |
|
{ |
|
"epoch": 4.22, |
|
"learning_rate": 0.00019107797893740388, |
|
"loss": 0.137, |
|
"step": 1320 |
|
}, |
|
{ |
|
"epoch": 4.25, |
|
"learning_rate": 0.00019084132055378062, |
|
"loss": 0.0889, |
|
"step": 1330 |
|
}, |
|
{ |
|
"epoch": 4.28, |
|
"learning_rate": 0.0001906046621701574, |
|
"loss": 0.1578, |
|
"step": 1340 |
|
}, |
|
{ |
|
"epoch": 4.31, |
|
"learning_rate": 0.00019036800378653413, |
|
"loss": 0.1551, |
|
"step": 1350 |
|
}, |
|
{ |
|
"epoch": 4.35, |
|
"learning_rate": 0.0001901313454029109, |
|
"loss": 0.087, |
|
"step": 1360 |
|
}, |
|
{ |
|
"epoch": 4.38, |
|
"learning_rate": 0.00018989468701928767, |
|
"loss": 0.0657, |
|
"step": 1370 |
|
}, |
|
{ |
|
"epoch": 4.41, |
|
"learning_rate": 0.00018965802863566442, |
|
"loss": 0.1458, |
|
"step": 1380 |
|
}, |
|
{ |
|
"epoch": 4.44, |
|
"learning_rate": 0.00018942137025204119, |
|
"loss": 0.2047, |
|
"step": 1390 |
|
}, |
|
{ |
|
"epoch": 4.47, |
|
"learning_rate": 0.00018918471186841796, |
|
"loss": 0.1534, |
|
"step": 1400 |
|
}, |
|
{ |
|
"epoch": 4.5, |
|
"learning_rate": 0.00018894805348479473, |
|
"loss": 0.11, |
|
"step": 1410 |
|
}, |
|
{ |
|
"epoch": 4.54, |
|
"learning_rate": 0.00018871139510117147, |
|
"loss": 0.0986, |
|
"step": 1420 |
|
}, |
|
{ |
|
"epoch": 4.57, |
|
"learning_rate": 0.00018847473671754824, |
|
"loss": 0.1409, |
|
"step": 1430 |
|
}, |
|
{ |
|
"epoch": 4.6, |
|
"learning_rate": 0.00018823807833392498, |
|
"loss": 0.0848, |
|
"step": 1440 |
|
}, |
|
{ |
|
"epoch": 4.63, |
|
"learning_rate": 0.00018800141995030175, |
|
"loss": 0.1584, |
|
"step": 1450 |
|
}, |
|
{ |
|
"epoch": 4.66, |
|
"learning_rate": 0.0001877647615666785, |
|
"loss": 0.1823, |
|
"step": 1460 |
|
}, |
|
{ |
|
"epoch": 4.7, |
|
"learning_rate": 0.00018752810318305526, |
|
"loss": 0.1486, |
|
"step": 1470 |
|
}, |
|
{ |
|
"epoch": 4.73, |
|
"learning_rate": 0.00018729144479943203, |
|
"loss": 0.0709, |
|
"step": 1480 |
|
}, |
|
{ |
|
"epoch": 4.76, |
|
"learning_rate": 0.00018705478641580878, |
|
"loss": 0.1484, |
|
"step": 1490 |
|
}, |
|
{ |
|
"epoch": 4.79, |
|
"learning_rate": 0.00018681812803218555, |
|
"loss": 0.1866, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 4.82, |
|
"learning_rate": 0.00018658146964856232, |
|
"loss": 0.1004, |
|
"step": 1510 |
|
}, |
|
{ |
|
"epoch": 4.86, |
|
"learning_rate": 0.0001863448112649391, |
|
"loss": 0.095, |
|
"step": 1520 |
|
}, |
|
{ |
|
"epoch": 4.89, |
|
"learning_rate": 0.00018610815288131583, |
|
"loss": 0.1464, |
|
"step": 1530 |
|
}, |
|
{ |
|
"epoch": 4.92, |
|
"learning_rate": 0.0001858714944976926, |
|
"loss": 0.14, |
|
"step": 1540 |
|
}, |
|
{ |
|
"epoch": 4.95, |
|
"learning_rate": 0.00018563483611406934, |
|
"loss": 0.1327, |
|
"step": 1550 |
|
}, |
|
{ |
|
"epoch": 4.98, |
|
"learning_rate": 0.0001853981777304461, |
|
"loss": 0.0551, |
|
"step": 1560 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_accuracy": 0.9725, |
|
"eval_loss": 0.12336118519306183, |
|
"eval_runtime": 5.8571, |
|
"eval_samples_per_second": 68.293, |
|
"eval_steps_per_second": 8.537, |
|
"step": 1565 |
|
}, |
|
{ |
|
"epoch": 5.02, |
|
"learning_rate": 0.00018516151934682286, |
|
"loss": 0.1012, |
|
"step": 1570 |
|
}, |
|
{ |
|
"epoch": 5.05, |
|
"learning_rate": 0.00018492486096319963, |
|
"loss": 0.0478, |
|
"step": 1580 |
|
}, |
|
{ |
|
"epoch": 5.08, |
|
"learning_rate": 0.0001846882025795764, |
|
"loss": 0.1106, |
|
"step": 1590 |
|
}, |
|
{ |
|
"epoch": 5.11, |
|
"learning_rate": 0.00018445154419595314, |
|
"loss": 0.1352, |
|
"step": 1600 |
|
}, |
|
{ |
|
"epoch": 5.14, |
|
"learning_rate": 0.0001842148858123299, |
|
"loss": 0.2177, |
|
"step": 1610 |
|
}, |
|
{ |
|
"epoch": 5.18, |
|
"learning_rate": 0.00018397822742870668, |
|
"loss": 0.1155, |
|
"step": 1620 |
|
}, |
|
{ |
|
"epoch": 5.21, |
|
"learning_rate": 0.00018374156904508345, |
|
"loss": 0.067, |
|
"step": 1630 |
|
}, |
|
{ |
|
"epoch": 5.24, |
|
"learning_rate": 0.0001835049106614602, |
|
"loss": 0.0788, |
|
"step": 1640 |
|
}, |
|
{ |
|
"epoch": 5.27, |
|
"learning_rate": 0.00018326825227783696, |
|
"loss": 0.1365, |
|
"step": 1650 |
|
}, |
|
{ |
|
"epoch": 5.3, |
|
"learning_rate": 0.0001830315938942137, |
|
"loss": 0.096, |
|
"step": 1660 |
|
}, |
|
{ |
|
"epoch": 5.34, |
|
"learning_rate": 0.00018279493551059047, |
|
"loss": 0.1184, |
|
"step": 1670 |
|
}, |
|
{ |
|
"epoch": 5.37, |
|
"learning_rate": 0.00018255827712696722, |
|
"loss": 0.0786, |
|
"step": 1680 |
|
}, |
|
{ |
|
"epoch": 5.4, |
|
"learning_rate": 0.000182321618743344, |
|
"loss": 0.1599, |
|
"step": 1690 |
|
}, |
|
{ |
|
"epoch": 5.43, |
|
"learning_rate": 0.00018208496035972076, |
|
"loss": 0.0736, |
|
"step": 1700 |
|
}, |
|
{ |
|
"epoch": 5.46, |
|
"learning_rate": 0.0001818483019760975, |
|
"loss": 0.1095, |
|
"step": 1710 |
|
}, |
|
{ |
|
"epoch": 5.5, |
|
"learning_rate": 0.00018161164359247427, |
|
"loss": 0.1107, |
|
"step": 1720 |
|
}, |
|
{ |
|
"epoch": 5.53, |
|
"learning_rate": 0.00018137498520885104, |
|
"loss": 0.0465, |
|
"step": 1730 |
|
}, |
|
{ |
|
"epoch": 5.56, |
|
"learning_rate": 0.0001811383268252278, |
|
"loss": 0.1244, |
|
"step": 1740 |
|
}, |
|
{ |
|
"epoch": 5.59, |
|
"learning_rate": 0.00018090166844160455, |
|
"loss": 0.1155, |
|
"step": 1750 |
|
}, |
|
{ |
|
"epoch": 5.62, |
|
"learning_rate": 0.00018066501005798132, |
|
"loss": 0.1181, |
|
"step": 1760 |
|
}, |
|
{ |
|
"epoch": 5.65, |
|
"learning_rate": 0.00018042835167435807, |
|
"loss": 0.0315, |
|
"step": 1770 |
|
}, |
|
{ |
|
"epoch": 5.69, |
|
"learning_rate": 0.00018019169329073484, |
|
"loss": 0.0446, |
|
"step": 1780 |
|
}, |
|
{ |
|
"epoch": 5.72, |
|
"learning_rate": 0.00017995503490711158, |
|
"loss": 0.1342, |
|
"step": 1790 |
|
}, |
|
{ |
|
"epoch": 5.75, |
|
"learning_rate": 0.00017971837652348835, |
|
"loss": 0.1308, |
|
"step": 1800 |
|
}, |
|
{ |
|
"epoch": 5.78, |
|
"learning_rate": 0.00017948171813986512, |
|
"loss": 0.0927, |
|
"step": 1810 |
|
}, |
|
{ |
|
"epoch": 5.81, |
|
"learning_rate": 0.0001792450597562419, |
|
"loss": 0.1147, |
|
"step": 1820 |
|
}, |
|
{ |
|
"epoch": 5.85, |
|
"learning_rate": 0.00017900840137261863, |
|
"loss": 0.0814, |
|
"step": 1830 |
|
}, |
|
{ |
|
"epoch": 5.88, |
|
"learning_rate": 0.0001787717429889954, |
|
"loss": 0.1629, |
|
"step": 1840 |
|
}, |
|
{ |
|
"epoch": 5.91, |
|
"learning_rate": 0.00017853508460537217, |
|
"loss": 0.1288, |
|
"step": 1850 |
|
}, |
|
{ |
|
"epoch": 5.94, |
|
"learning_rate": 0.00017829842622174891, |
|
"loss": 0.2005, |
|
"step": 1860 |
|
}, |
|
{ |
|
"epoch": 5.97, |
|
"learning_rate": 0.00017806176783812566, |
|
"loss": 0.1027, |
|
"step": 1870 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_accuracy": 0.97, |
|
"eval_loss": 0.11499868333339691, |
|
"eval_runtime": 8.0385, |
|
"eval_samples_per_second": 49.761, |
|
"eval_steps_per_second": 6.22, |
|
"step": 1878 |
|
}, |
|
{ |
|
"epoch": 6.01, |
|
"learning_rate": 0.00017782510945450243, |
|
"loss": 0.051, |
|
"step": 1880 |
|
}, |
|
{ |
|
"epoch": 6.04, |
|
"learning_rate": 0.0001775884510708792, |
|
"loss": 0.0318, |
|
"step": 1890 |
|
}, |
|
{ |
|
"epoch": 6.07, |
|
"learning_rate": 0.00017735179268725594, |
|
"loss": 0.0468, |
|
"step": 1900 |
|
}, |
|
{ |
|
"epoch": 6.1, |
|
"learning_rate": 0.0001771151343036327, |
|
"loss": 0.074, |
|
"step": 1910 |
|
}, |
|
{ |
|
"epoch": 6.13, |
|
"learning_rate": 0.00017687847592000948, |
|
"loss": 0.0653, |
|
"step": 1920 |
|
}, |
|
{ |
|
"epoch": 6.17, |
|
"learning_rate": 0.00017664181753638625, |
|
"loss": 0.1136, |
|
"step": 1930 |
|
}, |
|
{ |
|
"epoch": 6.2, |
|
"learning_rate": 0.000176405159152763, |
|
"loss": 0.0369, |
|
"step": 1940 |
|
}, |
|
{ |
|
"epoch": 6.23, |
|
"learning_rate": 0.00017616850076913976, |
|
"loss": 0.0872, |
|
"step": 1950 |
|
}, |
|
{ |
|
"epoch": 6.26, |
|
"learning_rate": 0.00017593184238551653, |
|
"loss": 0.1174, |
|
"step": 1960 |
|
}, |
|
{ |
|
"epoch": 6.29, |
|
"learning_rate": 0.00017569518400189328, |
|
"loss": 0.0716, |
|
"step": 1970 |
|
}, |
|
{ |
|
"epoch": 6.33, |
|
"learning_rate": 0.00017545852561827002, |
|
"loss": 0.1122, |
|
"step": 1980 |
|
}, |
|
{ |
|
"epoch": 6.36, |
|
"learning_rate": 0.0001752218672346468, |
|
"loss": 0.1801, |
|
"step": 1990 |
|
}, |
|
{ |
|
"epoch": 6.39, |
|
"learning_rate": 0.00017498520885102356, |
|
"loss": 0.0333, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 6.42, |
|
"learning_rate": 0.0001747485504674003, |
|
"loss": 0.0227, |
|
"step": 2010 |
|
}, |
|
{ |
|
"epoch": 6.45, |
|
"learning_rate": 0.00017451189208377707, |
|
"loss": 0.0389, |
|
"step": 2020 |
|
}, |
|
{ |
|
"epoch": 6.49, |
|
"learning_rate": 0.00017427523370015384, |
|
"loss": 0.0434, |
|
"step": 2030 |
|
}, |
|
{ |
|
"epoch": 6.52, |
|
"learning_rate": 0.0001740385753165306, |
|
"loss": 0.0726, |
|
"step": 2040 |
|
}, |
|
{ |
|
"epoch": 6.55, |
|
"learning_rate": 0.00017380191693290735, |
|
"loss": 0.0456, |
|
"step": 2050 |
|
}, |
|
{ |
|
"epoch": 6.58, |
|
"learning_rate": 0.00017356525854928412, |
|
"loss": 0.0396, |
|
"step": 2060 |
|
}, |
|
{ |
|
"epoch": 6.61, |
|
"learning_rate": 0.0001733286001656609, |
|
"loss": 0.0983, |
|
"step": 2070 |
|
}, |
|
{ |
|
"epoch": 6.65, |
|
"learning_rate": 0.00017309194178203764, |
|
"loss": 0.0743, |
|
"step": 2080 |
|
}, |
|
{ |
|
"epoch": 6.68, |
|
"learning_rate": 0.00017285528339841438, |
|
"loss": 0.055, |
|
"step": 2090 |
|
}, |
|
{ |
|
"epoch": 6.71, |
|
"learning_rate": 0.00017261862501479115, |
|
"loss": 0.1489, |
|
"step": 2100 |
|
}, |
|
{ |
|
"epoch": 6.74, |
|
"learning_rate": 0.00017238196663116792, |
|
"loss": 0.0918, |
|
"step": 2110 |
|
}, |
|
{ |
|
"epoch": 6.77, |
|
"learning_rate": 0.00017214530824754466, |
|
"loss": 0.0382, |
|
"step": 2120 |
|
}, |
|
{ |
|
"epoch": 6.81, |
|
"learning_rate": 0.00017190864986392143, |
|
"loss": 0.03, |
|
"step": 2130 |
|
}, |
|
{ |
|
"epoch": 6.84, |
|
"learning_rate": 0.0001716719914802982, |
|
"loss": 0.035, |
|
"step": 2140 |
|
}, |
|
{ |
|
"epoch": 6.87, |
|
"learning_rate": 0.00017143533309667497, |
|
"loss": 0.1244, |
|
"step": 2150 |
|
}, |
|
{ |
|
"epoch": 6.9, |
|
"learning_rate": 0.00017119867471305172, |
|
"loss": 0.1426, |
|
"step": 2160 |
|
}, |
|
{ |
|
"epoch": 6.93, |
|
"learning_rate": 0.00017096201632942849, |
|
"loss": 0.0794, |
|
"step": 2170 |
|
}, |
|
{ |
|
"epoch": 6.96, |
|
"learning_rate": 0.00017072535794580526, |
|
"loss": 0.1954, |
|
"step": 2180 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"learning_rate": 0.000170488699562182, |
|
"loss": 0.0466, |
|
"step": 2190 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"eval_accuracy": 0.955, |
|
"eval_loss": 0.15742188692092896, |
|
"eval_runtime": 6.8368, |
|
"eval_samples_per_second": 58.507, |
|
"eval_steps_per_second": 7.313, |
|
"step": 2191 |
|
}, |
|
{ |
|
"epoch": 7.03, |
|
"learning_rate": 0.00017025204117855874, |
|
"loss": 0.0528, |
|
"step": 2200 |
|
}, |
|
{ |
|
"epoch": 7.06, |
|
"learning_rate": 0.0001700153827949355, |
|
"loss": 0.0362, |
|
"step": 2210 |
|
}, |
|
{ |
|
"epoch": 7.09, |
|
"learning_rate": 0.00016977872441131228, |
|
"loss": 0.1156, |
|
"step": 2220 |
|
}, |
|
{ |
|
"epoch": 7.12, |
|
"learning_rate": 0.00016954206602768902, |
|
"loss": 0.0595, |
|
"step": 2230 |
|
}, |
|
{ |
|
"epoch": 7.16, |
|
"learning_rate": 0.0001693054076440658, |
|
"loss": 0.0263, |
|
"step": 2240 |
|
}, |
|
{ |
|
"epoch": 7.19, |
|
"learning_rate": 0.00016906874926044256, |
|
"loss": 0.071, |
|
"step": 2250 |
|
}, |
|
{ |
|
"epoch": 7.22, |
|
"learning_rate": 0.00016883209087681933, |
|
"loss": 0.0282, |
|
"step": 2260 |
|
}, |
|
{ |
|
"epoch": 7.25, |
|
"learning_rate": 0.00016859543249319608, |
|
"loss": 0.0367, |
|
"step": 2270 |
|
}, |
|
{ |
|
"epoch": 7.28, |
|
"learning_rate": 0.00016835877410957285, |
|
"loss": 0.0475, |
|
"step": 2280 |
|
}, |
|
{ |
|
"epoch": 7.32, |
|
"learning_rate": 0.0001681221157259496, |
|
"loss": 0.0636, |
|
"step": 2290 |
|
}, |
|
{ |
|
"epoch": 7.35, |
|
"learning_rate": 0.00016788545734232636, |
|
"loss": 0.0471, |
|
"step": 2300 |
|
}, |
|
{ |
|
"epoch": 7.38, |
|
"learning_rate": 0.0001676487989587031, |
|
"loss": 0.0322, |
|
"step": 2310 |
|
}, |
|
{ |
|
"epoch": 7.41, |
|
"learning_rate": 0.00016741214057507987, |
|
"loss": 0.0763, |
|
"step": 2320 |
|
}, |
|
{ |
|
"epoch": 7.44, |
|
"learning_rate": 0.00016717548219145664, |
|
"loss": 0.1087, |
|
"step": 2330 |
|
}, |
|
{ |
|
"epoch": 7.48, |
|
"learning_rate": 0.0001669388238078334, |
|
"loss": 0.0612, |
|
"step": 2340 |
|
}, |
|
{ |
|
"epoch": 7.51, |
|
"learning_rate": 0.00016670216542421016, |
|
"loss": 0.0327, |
|
"step": 2350 |
|
}, |
|
{ |
|
"epoch": 7.54, |
|
"learning_rate": 0.00016646550704058693, |
|
"loss": 0.0609, |
|
"step": 2360 |
|
}, |
|
{ |
|
"epoch": 7.57, |
|
"learning_rate": 0.0001662288486569637, |
|
"loss": 0.0506, |
|
"step": 2370 |
|
}, |
|
{ |
|
"epoch": 7.6, |
|
"learning_rate": 0.00016599219027334044, |
|
"loss": 0.031, |
|
"step": 2380 |
|
}, |
|
{ |
|
"epoch": 7.64, |
|
"learning_rate": 0.0001657555318897172, |
|
"loss": 0.0729, |
|
"step": 2390 |
|
}, |
|
{ |
|
"epoch": 7.67, |
|
"learning_rate": 0.00016551887350609395, |
|
"loss": 0.0224, |
|
"step": 2400 |
|
}, |
|
{ |
|
"epoch": 7.7, |
|
"learning_rate": 0.00016528221512247072, |
|
"loss": 0.0306, |
|
"step": 2410 |
|
}, |
|
{ |
|
"epoch": 7.73, |
|
"learning_rate": 0.00016504555673884746, |
|
"loss": 0.0286, |
|
"step": 2420 |
|
}, |
|
{ |
|
"epoch": 7.76, |
|
"learning_rate": 0.00016480889835522423, |
|
"loss": 0.075, |
|
"step": 2430 |
|
}, |
|
{ |
|
"epoch": 7.8, |
|
"learning_rate": 0.000164572239971601, |
|
"loss": 0.074, |
|
"step": 2440 |
|
}, |
|
{ |
|
"epoch": 7.83, |
|
"learning_rate": 0.00016433558158797777, |
|
"loss": 0.1059, |
|
"step": 2450 |
|
}, |
|
{ |
|
"epoch": 7.86, |
|
"learning_rate": 0.00016409892320435452, |
|
"loss": 0.078, |
|
"step": 2460 |
|
}, |
|
{ |
|
"epoch": 7.89, |
|
"learning_rate": 0.00016386226482073129, |
|
"loss": 0.0753, |
|
"step": 2470 |
|
}, |
|
{ |
|
"epoch": 7.92, |
|
"learning_rate": 0.00016362560643710806, |
|
"loss": 0.0698, |
|
"step": 2480 |
|
}, |
|
{ |
|
"epoch": 7.96, |
|
"learning_rate": 0.0001633889480534848, |
|
"loss": 0.1025, |
|
"step": 2490 |
|
}, |
|
{ |
|
"epoch": 7.99, |
|
"learning_rate": 0.00016315228966986157, |
|
"loss": 0.1343, |
|
"step": 2500 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"eval_accuracy": 0.955, |
|
"eval_loss": 0.2272537797689438, |
|
"eval_runtime": 5.1085, |
|
"eval_samples_per_second": 78.302, |
|
"eval_steps_per_second": 9.788, |
|
"step": 2504 |
|
}, |
|
{ |
|
"epoch": 8.02, |
|
"learning_rate": 0.0001629156312862383, |
|
"loss": 0.038, |
|
"step": 2510 |
|
}, |
|
{ |
|
"epoch": 8.05, |
|
"learning_rate": 0.00016267897290261508, |
|
"loss": 0.0652, |
|
"step": 2520 |
|
}, |
|
{ |
|
"epoch": 8.08, |
|
"learning_rate": 0.00016244231451899182, |
|
"loss": 0.037, |
|
"step": 2530 |
|
}, |
|
{ |
|
"epoch": 8.12, |
|
"learning_rate": 0.0001622056561353686, |
|
"loss": 0.0205, |
|
"step": 2540 |
|
}, |
|
{ |
|
"epoch": 8.15, |
|
"learning_rate": 0.00016196899775174536, |
|
"loss": 0.0323, |
|
"step": 2550 |
|
}, |
|
{ |
|
"epoch": 8.18, |
|
"learning_rate": 0.00016173233936812213, |
|
"loss": 0.0932, |
|
"step": 2560 |
|
}, |
|
{ |
|
"epoch": 8.21, |
|
"learning_rate": 0.00016149568098449888, |
|
"loss": 0.0683, |
|
"step": 2570 |
|
}, |
|
{ |
|
"epoch": 8.24, |
|
"learning_rate": 0.00016125902260087565, |
|
"loss": 0.0637, |
|
"step": 2580 |
|
}, |
|
{ |
|
"epoch": 8.27, |
|
"learning_rate": 0.00016102236421725242, |
|
"loss": 0.0249, |
|
"step": 2590 |
|
}, |
|
{ |
|
"epoch": 8.31, |
|
"learning_rate": 0.0001607857058336292, |
|
"loss": 0.132, |
|
"step": 2600 |
|
}, |
|
{ |
|
"epoch": 8.34, |
|
"learning_rate": 0.00016054904745000593, |
|
"loss": 0.0318, |
|
"step": 2610 |
|
}, |
|
{ |
|
"epoch": 8.37, |
|
"learning_rate": 0.00016031238906638267, |
|
"loss": 0.0479, |
|
"step": 2620 |
|
}, |
|
{ |
|
"epoch": 8.4, |
|
"learning_rate": 0.00016007573068275944, |
|
"loss": 0.0313, |
|
"step": 2630 |
|
}, |
|
{ |
|
"epoch": 8.43, |
|
"learning_rate": 0.00015983907229913619, |
|
"loss": 0.0409, |
|
"step": 2640 |
|
}, |
|
{ |
|
"epoch": 8.47, |
|
"learning_rate": 0.00015960241391551296, |
|
"loss": 0.038, |
|
"step": 2650 |
|
}, |
|
{ |
|
"epoch": 8.5, |
|
"learning_rate": 0.00015936575553188973, |
|
"loss": 0.0527, |
|
"step": 2660 |
|
}, |
|
{ |
|
"epoch": 8.53, |
|
"learning_rate": 0.0001591290971482665, |
|
"loss": 0.0792, |
|
"step": 2670 |
|
}, |
|
{ |
|
"epoch": 8.56, |
|
"learning_rate": 0.00015889243876464324, |
|
"loss": 0.0708, |
|
"step": 2680 |
|
}, |
|
{ |
|
"epoch": 8.59, |
|
"learning_rate": 0.00015865578038102, |
|
"loss": 0.0673, |
|
"step": 2690 |
|
}, |
|
{ |
|
"epoch": 8.63, |
|
"learning_rate": 0.00015841912199739678, |
|
"loss": 0.0326, |
|
"step": 2700 |
|
}, |
|
{ |
|
"epoch": 8.66, |
|
"learning_rate": 0.00015818246361377352, |
|
"loss": 0.071, |
|
"step": 2710 |
|
}, |
|
{ |
|
"epoch": 8.69, |
|
"learning_rate": 0.0001579458052301503, |
|
"loss": 0.1203, |
|
"step": 2720 |
|
}, |
|
{ |
|
"epoch": 8.72, |
|
"learning_rate": 0.00015770914684652703, |
|
"loss": 0.0396, |
|
"step": 2730 |
|
}, |
|
{ |
|
"epoch": 8.75, |
|
"learning_rate": 0.0001574724884629038, |
|
"loss": 0.0379, |
|
"step": 2740 |
|
}, |
|
{ |
|
"epoch": 8.79, |
|
"learning_rate": 0.00015723583007928055, |
|
"loss": 0.0451, |
|
"step": 2750 |
|
}, |
|
{ |
|
"epoch": 8.82, |
|
"learning_rate": 0.00015699917169565732, |
|
"loss": 0.0135, |
|
"step": 2760 |
|
}, |
|
{ |
|
"epoch": 8.85, |
|
"learning_rate": 0.0001567625133120341, |
|
"loss": 0.0331, |
|
"step": 2770 |
|
}, |
|
{ |
|
"epoch": 8.88, |
|
"learning_rate": 0.00015652585492841086, |
|
"loss": 0.0789, |
|
"step": 2780 |
|
}, |
|
{ |
|
"epoch": 8.91, |
|
"learning_rate": 0.0001562891965447876, |
|
"loss": 0.0183, |
|
"step": 2790 |
|
}, |
|
{ |
|
"epoch": 8.95, |
|
"learning_rate": 0.00015605253816116437, |
|
"loss": 0.0287, |
|
"step": 2800 |
|
}, |
|
{ |
|
"epoch": 8.98, |
|
"learning_rate": 0.00015581587977754114, |
|
"loss": 0.0721, |
|
"step": 2810 |
|
}, |
|
{ |
|
"epoch": 9.0, |
|
"eval_accuracy": 0.985, |
|
"eval_loss": 0.07111229002475739, |
|
"eval_runtime": 6.7619, |
|
"eval_samples_per_second": 59.155, |
|
"eval_steps_per_second": 7.394, |
|
"step": 2817 |
|
}, |
|
{ |
|
"epoch": 9.01, |
|
"learning_rate": 0.00015557922139391788, |
|
"loss": 0.0057, |
|
"step": 2820 |
|
}, |
|
{ |
|
"epoch": 9.04, |
|
"learning_rate": 0.00015534256301029463, |
|
"loss": 0.0627, |
|
"step": 2830 |
|
}, |
|
{ |
|
"epoch": 9.07, |
|
"learning_rate": 0.0001551059046266714, |
|
"loss": 0.0825, |
|
"step": 2840 |
|
}, |
|
{ |
|
"epoch": 9.11, |
|
"learning_rate": 0.00015486924624304817, |
|
"loss": 0.0128, |
|
"step": 2850 |
|
}, |
|
{ |
|
"epoch": 9.14, |
|
"learning_rate": 0.00015463258785942494, |
|
"loss": 0.011, |
|
"step": 2860 |
|
}, |
|
{ |
|
"epoch": 9.17, |
|
"learning_rate": 0.00015439592947580168, |
|
"loss": 0.0174, |
|
"step": 2870 |
|
}, |
|
{ |
|
"epoch": 9.2, |
|
"learning_rate": 0.00015415927109217845, |
|
"loss": 0.0184, |
|
"step": 2880 |
|
}, |
|
{ |
|
"epoch": 9.23, |
|
"learning_rate": 0.00015392261270855522, |
|
"loss": 0.0184, |
|
"step": 2890 |
|
}, |
|
{ |
|
"epoch": 9.27, |
|
"learning_rate": 0.00015368595432493196, |
|
"loss": 0.0292, |
|
"step": 2900 |
|
}, |
|
{ |
|
"epoch": 9.3, |
|
"learning_rate": 0.00015344929594130873, |
|
"loss": 0.0538, |
|
"step": 2910 |
|
}, |
|
{ |
|
"epoch": 9.33, |
|
"learning_rate": 0.0001532126375576855, |
|
"loss": 0.0304, |
|
"step": 2920 |
|
}, |
|
{ |
|
"epoch": 9.36, |
|
"learning_rate": 0.00015297597917406224, |
|
"loss": 0.0354, |
|
"step": 2930 |
|
}, |
|
{ |
|
"epoch": 9.39, |
|
"learning_rate": 0.000152739320790439, |
|
"loss": 0.038, |
|
"step": 2940 |
|
}, |
|
{ |
|
"epoch": 9.42, |
|
"learning_rate": 0.00015250266240681576, |
|
"loss": 0.0028, |
|
"step": 2950 |
|
}, |
|
{ |
|
"epoch": 9.46, |
|
"learning_rate": 0.00015226600402319253, |
|
"loss": 0.0448, |
|
"step": 2960 |
|
}, |
|
{ |
|
"epoch": 9.49, |
|
"learning_rate": 0.0001520293456395693, |
|
"loss": 0.041, |
|
"step": 2970 |
|
}, |
|
{ |
|
"epoch": 9.52, |
|
"learning_rate": 0.00015179268725594604, |
|
"loss": 0.0441, |
|
"step": 2980 |
|
}, |
|
{ |
|
"epoch": 9.55, |
|
"learning_rate": 0.0001515560288723228, |
|
"loss": 0.0047, |
|
"step": 2990 |
|
}, |
|
{ |
|
"epoch": 9.58, |
|
"learning_rate": 0.00015131937048869958, |
|
"loss": 0.0098, |
|
"step": 3000 |
|
}, |
|
{ |
|
"epoch": 9.62, |
|
"learning_rate": 0.00015108271210507635, |
|
"loss": 0.0495, |
|
"step": 3010 |
|
}, |
|
{ |
|
"epoch": 9.65, |
|
"learning_rate": 0.0001508460537214531, |
|
"loss": 0.0019, |
|
"step": 3020 |
|
}, |
|
{ |
|
"epoch": 9.68, |
|
"learning_rate": 0.00015060939533782986, |
|
"loss": 0.0681, |
|
"step": 3030 |
|
}, |
|
{ |
|
"epoch": 9.71, |
|
"learning_rate": 0.0001503727369542066, |
|
"loss": 0.0154, |
|
"step": 3040 |
|
}, |
|
{ |
|
"epoch": 9.74, |
|
"learning_rate": 0.00015013607857058335, |
|
"loss": 0.033, |
|
"step": 3050 |
|
}, |
|
{ |
|
"epoch": 9.78, |
|
"learning_rate": 0.00014989942018696012, |
|
"loss": 0.0211, |
|
"step": 3060 |
|
}, |
|
{ |
|
"epoch": 9.81, |
|
"learning_rate": 0.0001496627618033369, |
|
"loss": 0.0246, |
|
"step": 3070 |
|
}, |
|
{ |
|
"epoch": 9.84, |
|
"learning_rate": 0.00014942610341971366, |
|
"loss": 0.0153, |
|
"step": 3080 |
|
}, |
|
{ |
|
"epoch": 9.87, |
|
"learning_rate": 0.0001491894450360904, |
|
"loss": 0.0035, |
|
"step": 3090 |
|
}, |
|
{ |
|
"epoch": 9.9, |
|
"learning_rate": 0.00014895278665246717, |
|
"loss": 0.1033, |
|
"step": 3100 |
|
}, |
|
{ |
|
"epoch": 9.94, |
|
"learning_rate": 0.00014871612826884394, |
|
"loss": 0.0397, |
|
"step": 3110 |
|
}, |
|
{ |
|
"epoch": 9.97, |
|
"learning_rate": 0.0001484794698852207, |
|
"loss": 0.0303, |
|
"step": 3120 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"learning_rate": 0.00014824281150159745, |
|
"loss": 0.0023, |
|
"step": 3130 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"eval_accuracy": 0.9775, |
|
"eval_loss": 0.16127361357212067, |
|
"eval_runtime": 5.6352, |
|
"eval_samples_per_second": 70.983, |
|
"eval_steps_per_second": 8.873, |
|
"step": 3130 |
|
}, |
|
{ |
|
"epoch": 10.03, |
|
"learning_rate": 0.00014800615311797422, |
|
"loss": 0.0019, |
|
"step": 3140 |
|
}, |
|
{ |
|
"epoch": 10.06, |
|
"learning_rate": 0.00014776949473435097, |
|
"loss": 0.0403, |
|
"step": 3150 |
|
}, |
|
{ |
|
"epoch": 10.1, |
|
"learning_rate": 0.0001475328363507277, |
|
"loss": 0.0242, |
|
"step": 3160 |
|
}, |
|
{ |
|
"epoch": 10.13, |
|
"learning_rate": 0.00014729617796710448, |
|
"loss": 0.0859, |
|
"step": 3170 |
|
}, |
|
{ |
|
"epoch": 10.16, |
|
"learning_rate": 0.00014705951958348125, |
|
"loss": 0.0928, |
|
"step": 3180 |
|
}, |
|
{ |
|
"epoch": 10.19, |
|
"learning_rate": 0.00014682286119985802, |
|
"loss": 0.0374, |
|
"step": 3190 |
|
}, |
|
{ |
|
"epoch": 10.22, |
|
"learning_rate": 0.00014658620281623476, |
|
"loss": 0.0535, |
|
"step": 3200 |
|
}, |
|
{ |
|
"epoch": 10.26, |
|
"learning_rate": 0.00014634954443261153, |
|
"loss": 0.0237, |
|
"step": 3210 |
|
}, |
|
{ |
|
"epoch": 10.29, |
|
"learning_rate": 0.0001461128860489883, |
|
"loss": 0.0512, |
|
"step": 3220 |
|
}, |
|
{ |
|
"epoch": 10.32, |
|
"learning_rate": 0.00014587622766536507, |
|
"loss": 0.0284, |
|
"step": 3230 |
|
}, |
|
{ |
|
"epoch": 10.35, |
|
"learning_rate": 0.00014563956928174182, |
|
"loss": 0.014, |
|
"step": 3240 |
|
}, |
|
{ |
|
"epoch": 10.38, |
|
"learning_rate": 0.00014540291089811856, |
|
"loss": 0.0281, |
|
"step": 3250 |
|
}, |
|
{ |
|
"epoch": 10.42, |
|
"learning_rate": 0.00014516625251449533, |
|
"loss": 0.0441, |
|
"step": 3260 |
|
}, |
|
{ |
|
"epoch": 10.45, |
|
"learning_rate": 0.0001449295941308721, |
|
"loss": 0.0165, |
|
"step": 3270 |
|
}, |
|
{ |
|
"epoch": 10.48, |
|
"learning_rate": 0.00014469293574724884, |
|
"loss": 0.0239, |
|
"step": 3280 |
|
}, |
|
{ |
|
"epoch": 10.51, |
|
"learning_rate": 0.0001444562773636256, |
|
"loss": 0.0202, |
|
"step": 3290 |
|
}, |
|
{ |
|
"epoch": 10.54, |
|
"learning_rate": 0.00014421961898000238, |
|
"loss": 0.0323, |
|
"step": 3300 |
|
}, |
|
{ |
|
"epoch": 10.58, |
|
"learning_rate": 0.00014398296059637912, |
|
"loss": 0.0383, |
|
"step": 3310 |
|
}, |
|
{ |
|
"epoch": 10.61, |
|
"learning_rate": 0.0001437463022127559, |
|
"loss": 0.0405, |
|
"step": 3320 |
|
}, |
|
{ |
|
"epoch": 10.64, |
|
"learning_rate": 0.00014350964382913266, |
|
"loss": 0.0575, |
|
"step": 3330 |
|
}, |
|
{ |
|
"epoch": 10.67, |
|
"learning_rate": 0.00014327298544550943, |
|
"loss": 0.0177, |
|
"step": 3340 |
|
}, |
|
{ |
|
"epoch": 10.7, |
|
"learning_rate": 0.00014303632706188618, |
|
"loss": 0.015, |
|
"step": 3350 |
|
}, |
|
{ |
|
"epoch": 10.73, |
|
"learning_rate": 0.00014279966867826292, |
|
"loss": 0.0085, |
|
"step": 3360 |
|
}, |
|
{ |
|
"epoch": 10.77, |
|
"learning_rate": 0.0001425630102946397, |
|
"loss": 0.0035, |
|
"step": 3370 |
|
}, |
|
{ |
|
"epoch": 10.8, |
|
"learning_rate": 0.00014232635191101646, |
|
"loss": 0.035, |
|
"step": 3380 |
|
}, |
|
{ |
|
"epoch": 10.83, |
|
"learning_rate": 0.0001420896935273932, |
|
"loss": 0.0257, |
|
"step": 3390 |
|
}, |
|
{ |
|
"epoch": 10.86, |
|
"learning_rate": 0.00014185303514376997, |
|
"loss": 0.0435, |
|
"step": 3400 |
|
}, |
|
{ |
|
"epoch": 10.89, |
|
"learning_rate": 0.00014161637676014674, |
|
"loss": 0.0202, |
|
"step": 3410 |
|
}, |
|
{ |
|
"epoch": 10.93, |
|
"learning_rate": 0.00014137971837652349, |
|
"loss": 0.0196, |
|
"step": 3420 |
|
}, |
|
{ |
|
"epoch": 10.96, |
|
"learning_rate": 0.00014114305999290026, |
|
"loss": 0.0119, |
|
"step": 3430 |
|
}, |
|
{ |
|
"epoch": 10.99, |
|
"learning_rate": 0.00014090640160927703, |
|
"loss": 0.0037, |
|
"step": 3440 |
|
}, |
|
{ |
|
"epoch": 11.0, |
|
"eval_accuracy": 0.9875, |
|
"eval_loss": 0.06855019927024841, |
|
"eval_runtime": 6.4278, |
|
"eval_samples_per_second": 62.229, |
|
"eval_steps_per_second": 7.779, |
|
"step": 3443 |
|
}, |
|
{ |
|
"epoch": 11.02, |
|
"learning_rate": 0.0001406697432256538, |
|
"loss": 0.0182, |
|
"step": 3450 |
|
}, |
|
{ |
|
"epoch": 11.05, |
|
"learning_rate": 0.00014043308484203054, |
|
"loss": 0.0152, |
|
"step": 3460 |
|
}, |
|
{ |
|
"epoch": 11.09, |
|
"learning_rate": 0.00014019642645840728, |
|
"loss": 0.0647, |
|
"step": 3470 |
|
}, |
|
{ |
|
"epoch": 11.12, |
|
"learning_rate": 0.00013995976807478405, |
|
"loss": 0.0197, |
|
"step": 3480 |
|
}, |
|
{ |
|
"epoch": 11.15, |
|
"learning_rate": 0.00013972310969116082, |
|
"loss": 0.0118, |
|
"step": 3490 |
|
}, |
|
{ |
|
"epoch": 11.18, |
|
"learning_rate": 0.00013948645130753756, |
|
"loss": 0.0111, |
|
"step": 3500 |
|
}, |
|
{ |
|
"epoch": 11.21, |
|
"learning_rate": 0.00013924979292391433, |
|
"loss": 0.0521, |
|
"step": 3510 |
|
}, |
|
{ |
|
"epoch": 11.25, |
|
"learning_rate": 0.0001390131345402911, |
|
"loss": 0.024, |
|
"step": 3520 |
|
}, |
|
{ |
|
"epoch": 11.28, |
|
"learning_rate": 0.00013877647615666787, |
|
"loss": 0.0609, |
|
"step": 3530 |
|
}, |
|
{ |
|
"epoch": 11.31, |
|
"learning_rate": 0.00013853981777304462, |
|
"loss": 0.0066, |
|
"step": 3540 |
|
}, |
|
{ |
|
"epoch": 11.34, |
|
"learning_rate": 0.0001383031593894214, |
|
"loss": 0.0029, |
|
"step": 3550 |
|
}, |
|
{ |
|
"epoch": 11.37, |
|
"learning_rate": 0.00013806650100579813, |
|
"loss": 0.0616, |
|
"step": 3560 |
|
}, |
|
{ |
|
"epoch": 11.41, |
|
"learning_rate": 0.0001378298426221749, |
|
"loss": 0.026, |
|
"step": 3570 |
|
}, |
|
{ |
|
"epoch": 11.44, |
|
"learning_rate": 0.00013759318423855164, |
|
"loss": 0.0362, |
|
"step": 3580 |
|
}, |
|
{ |
|
"epoch": 11.47, |
|
"learning_rate": 0.0001373565258549284, |
|
"loss": 0.0199, |
|
"step": 3590 |
|
}, |
|
{ |
|
"epoch": 11.5, |
|
"learning_rate": 0.00013711986747130518, |
|
"loss": 0.0463, |
|
"step": 3600 |
|
}, |
|
{ |
|
"epoch": 11.53, |
|
"learning_rate": 0.00013688320908768193, |
|
"loss": 0.0164, |
|
"step": 3610 |
|
}, |
|
{ |
|
"epoch": 11.57, |
|
"learning_rate": 0.0001366465507040587, |
|
"loss": 0.0013, |
|
"step": 3620 |
|
}, |
|
{ |
|
"epoch": 11.6, |
|
"learning_rate": 0.00013640989232043547, |
|
"loss": 0.0082, |
|
"step": 3630 |
|
}, |
|
{ |
|
"epoch": 11.63, |
|
"learning_rate": 0.00013617323393681224, |
|
"loss": 0.0024, |
|
"step": 3640 |
|
}, |
|
{ |
|
"epoch": 11.66, |
|
"learning_rate": 0.00013593657555318898, |
|
"loss": 0.0384, |
|
"step": 3650 |
|
}, |
|
{ |
|
"epoch": 11.69, |
|
"learning_rate": 0.00013569991716956575, |
|
"loss": 0.0283, |
|
"step": 3660 |
|
}, |
|
{ |
|
"epoch": 11.73, |
|
"learning_rate": 0.0001354632587859425, |
|
"loss": 0.0261, |
|
"step": 3670 |
|
}, |
|
{ |
|
"epoch": 11.76, |
|
"learning_rate": 0.00013522660040231926, |
|
"loss": 0.0245, |
|
"step": 3680 |
|
}, |
|
{ |
|
"epoch": 11.79, |
|
"learning_rate": 0.000134989942018696, |
|
"loss": 0.0789, |
|
"step": 3690 |
|
}, |
|
{ |
|
"epoch": 11.82, |
|
"learning_rate": 0.00013475328363507277, |
|
"loss": 0.0312, |
|
"step": 3700 |
|
}, |
|
{ |
|
"epoch": 11.85, |
|
"learning_rate": 0.00013451662525144954, |
|
"loss": 0.053, |
|
"step": 3710 |
|
}, |
|
{ |
|
"epoch": 11.88, |
|
"learning_rate": 0.0001342799668678263, |
|
"loss": 0.0202, |
|
"step": 3720 |
|
}, |
|
{ |
|
"epoch": 11.92, |
|
"learning_rate": 0.00013404330848420306, |
|
"loss": 0.0081, |
|
"step": 3730 |
|
}, |
|
{ |
|
"epoch": 11.95, |
|
"learning_rate": 0.00013380665010057983, |
|
"loss": 0.0511, |
|
"step": 3740 |
|
}, |
|
{ |
|
"epoch": 11.98, |
|
"learning_rate": 0.0001335699917169566, |
|
"loss": 0.0369, |
|
"step": 3750 |
|
}, |
|
{ |
|
"epoch": 12.0, |
|
"eval_accuracy": 0.9625, |
|
"eval_loss": 0.1564856767654419, |
|
"eval_runtime": 5.157, |
|
"eval_samples_per_second": 77.564, |
|
"eval_steps_per_second": 9.695, |
|
"step": 3756 |
|
}, |
|
{ |
|
"epoch": 12.01, |
|
"learning_rate": 0.00013333333333333334, |
|
"loss": 0.0043, |
|
"step": 3760 |
|
}, |
|
{ |
|
"epoch": 12.04, |
|
"learning_rate": 0.0001330966749497101, |
|
"loss": 0.0015, |
|
"step": 3770 |
|
}, |
|
{ |
|
"epoch": 12.08, |
|
"learning_rate": 0.00013286001656608685, |
|
"loss": 0.0085, |
|
"step": 3780 |
|
}, |
|
{ |
|
"epoch": 12.11, |
|
"learning_rate": 0.00013262335818246362, |
|
"loss": 0.0498, |
|
"step": 3790 |
|
}, |
|
{ |
|
"epoch": 12.14, |
|
"learning_rate": 0.00013238669979884037, |
|
"loss": 0.0111, |
|
"step": 3800 |
|
}, |
|
{ |
|
"epoch": 12.17, |
|
"learning_rate": 0.00013215004141521714, |
|
"loss": 0.0255, |
|
"step": 3810 |
|
}, |
|
{ |
|
"epoch": 12.2, |
|
"learning_rate": 0.0001319133830315939, |
|
"loss": 0.0061, |
|
"step": 3820 |
|
}, |
|
{ |
|
"epoch": 12.24, |
|
"learning_rate": 0.00013167672464797065, |
|
"loss": 0.0162, |
|
"step": 3830 |
|
}, |
|
{ |
|
"epoch": 12.27, |
|
"learning_rate": 0.00013144006626434742, |
|
"loss": 0.0032, |
|
"step": 3840 |
|
}, |
|
{ |
|
"epoch": 12.3, |
|
"learning_rate": 0.0001312034078807242, |
|
"loss": 0.0193, |
|
"step": 3850 |
|
}, |
|
{ |
|
"epoch": 12.33, |
|
"learning_rate": 0.00013096674949710096, |
|
"loss": 0.0082, |
|
"step": 3860 |
|
}, |
|
{ |
|
"epoch": 12.36, |
|
"learning_rate": 0.0001307300911134777, |
|
"loss": 0.0054, |
|
"step": 3870 |
|
}, |
|
{ |
|
"epoch": 12.4, |
|
"learning_rate": 0.00013049343272985447, |
|
"loss": 0.0226, |
|
"step": 3880 |
|
}, |
|
{ |
|
"epoch": 12.43, |
|
"learning_rate": 0.00013025677434623121, |
|
"loss": 0.0042, |
|
"step": 3890 |
|
}, |
|
{ |
|
"epoch": 12.46, |
|
"learning_rate": 0.00013002011596260798, |
|
"loss": 0.0065, |
|
"step": 3900 |
|
}, |
|
{ |
|
"epoch": 12.49, |
|
"learning_rate": 0.00012978345757898473, |
|
"loss": 0.008, |
|
"step": 3910 |
|
}, |
|
{ |
|
"epoch": 12.52, |
|
"learning_rate": 0.0001295467991953615, |
|
"loss": 0.0209, |
|
"step": 3920 |
|
}, |
|
{ |
|
"epoch": 12.56, |
|
"learning_rate": 0.00012931014081173827, |
|
"loss": 0.0192, |
|
"step": 3930 |
|
}, |
|
{ |
|
"epoch": 12.59, |
|
"learning_rate": 0.000129073482428115, |
|
"loss": 0.0098, |
|
"step": 3940 |
|
}, |
|
{ |
|
"epoch": 12.62, |
|
"learning_rate": 0.00012883682404449178, |
|
"loss": 0.0154, |
|
"step": 3950 |
|
}, |
|
{ |
|
"epoch": 12.65, |
|
"learning_rate": 0.00012860016566086855, |
|
"loss": 0.0675, |
|
"step": 3960 |
|
}, |
|
{ |
|
"epoch": 12.68, |
|
"learning_rate": 0.00012836350727724532, |
|
"loss": 0.0252, |
|
"step": 3970 |
|
}, |
|
{ |
|
"epoch": 12.72, |
|
"learning_rate": 0.00012812684889362206, |
|
"loss": 0.037, |
|
"step": 3980 |
|
}, |
|
{ |
|
"epoch": 12.75, |
|
"learning_rate": 0.00012789019050999883, |
|
"loss": 0.0148, |
|
"step": 3990 |
|
}, |
|
{ |
|
"epoch": 12.78, |
|
"learning_rate": 0.00012765353212637558, |
|
"loss": 0.0041, |
|
"step": 4000 |
|
}, |
|
{ |
|
"epoch": 12.81, |
|
"learning_rate": 0.00012741687374275235, |
|
"loss": 0.0283, |
|
"step": 4010 |
|
}, |
|
{ |
|
"epoch": 12.84, |
|
"learning_rate": 0.0001271802153591291, |
|
"loss": 0.0428, |
|
"step": 4020 |
|
}, |
|
{ |
|
"epoch": 12.88, |
|
"learning_rate": 0.00012694355697550586, |
|
"loss": 0.0165, |
|
"step": 4030 |
|
}, |
|
{ |
|
"epoch": 12.91, |
|
"learning_rate": 0.00012670689859188263, |
|
"loss": 0.0263, |
|
"step": 4040 |
|
}, |
|
{ |
|
"epoch": 12.94, |
|
"learning_rate": 0.0001264702402082594, |
|
"loss": 0.0365, |
|
"step": 4050 |
|
}, |
|
{ |
|
"epoch": 12.97, |
|
"learning_rate": 0.00012623358182463614, |
|
"loss": 0.0016, |
|
"step": 4060 |
|
}, |
|
{ |
|
"epoch": 13.0, |
|
"eval_accuracy": 0.9725, |
|
"eval_loss": 0.14009271562099457, |
|
"eval_runtime": 6.8166, |
|
"eval_samples_per_second": 58.68, |
|
"eval_steps_per_second": 7.335, |
|
"step": 4069 |
|
}, |
|
{ |
|
"epoch": 13.0, |
|
"learning_rate": 0.0001259969234410129, |
|
"loss": 0.0087, |
|
"step": 4070 |
|
}, |
|
{ |
|
"epoch": 13.04, |
|
"learning_rate": 0.00012576026505738968, |
|
"loss": 0.0028, |
|
"step": 4080 |
|
}, |
|
{ |
|
"epoch": 13.07, |
|
"learning_rate": 0.00012552360667376642, |
|
"loss": 0.0354, |
|
"step": 4090 |
|
}, |
|
{ |
|
"epoch": 13.1, |
|
"learning_rate": 0.00012528694829014317, |
|
"loss": 0.0096, |
|
"step": 4100 |
|
}, |
|
{ |
|
"epoch": 13.13, |
|
"learning_rate": 0.00012505028990651994, |
|
"loss": 0.0302, |
|
"step": 4110 |
|
}, |
|
{ |
|
"epoch": 13.16, |
|
"learning_rate": 0.0001248136315228967, |
|
"loss": 0.0679, |
|
"step": 4120 |
|
}, |
|
{ |
|
"epoch": 13.19, |
|
"learning_rate": 0.00012457697313927345, |
|
"loss": 0.0313, |
|
"step": 4130 |
|
}, |
|
{ |
|
"epoch": 13.23, |
|
"learning_rate": 0.00012434031475565022, |
|
"loss": 0.048, |
|
"step": 4140 |
|
}, |
|
{ |
|
"epoch": 13.26, |
|
"learning_rate": 0.000124103656372027, |
|
"loss": 0.014, |
|
"step": 4150 |
|
}, |
|
{ |
|
"epoch": 13.29, |
|
"learning_rate": 0.00012386699798840376, |
|
"loss": 0.0143, |
|
"step": 4160 |
|
}, |
|
{ |
|
"epoch": 13.32, |
|
"learning_rate": 0.0001236303396047805, |
|
"loss": 0.0013, |
|
"step": 4170 |
|
}, |
|
{ |
|
"epoch": 13.35, |
|
"learning_rate": 0.00012339368122115727, |
|
"loss": 0.0005, |
|
"step": 4180 |
|
}, |
|
{ |
|
"epoch": 13.39, |
|
"learning_rate": 0.00012315702283753404, |
|
"loss": 0.0017, |
|
"step": 4190 |
|
}, |
|
{ |
|
"epoch": 13.42, |
|
"learning_rate": 0.00012292036445391079, |
|
"loss": 0.0012, |
|
"step": 4200 |
|
}, |
|
{ |
|
"epoch": 13.45, |
|
"learning_rate": 0.00012268370607028753, |
|
"loss": 0.0055, |
|
"step": 4210 |
|
}, |
|
{ |
|
"epoch": 13.48, |
|
"learning_rate": 0.0001224470476866643, |
|
"loss": 0.0103, |
|
"step": 4220 |
|
}, |
|
{ |
|
"epoch": 13.51, |
|
"learning_rate": 0.00012221038930304107, |
|
"loss": 0.0095, |
|
"step": 4230 |
|
}, |
|
{ |
|
"epoch": 13.55, |
|
"learning_rate": 0.00012197373091941781, |
|
"loss": 0.0175, |
|
"step": 4240 |
|
}, |
|
{ |
|
"epoch": 13.58, |
|
"learning_rate": 0.00012173707253579458, |
|
"loss": 0.0155, |
|
"step": 4250 |
|
}, |
|
{ |
|
"epoch": 13.61, |
|
"learning_rate": 0.00012150041415217135, |
|
"loss": 0.0169, |
|
"step": 4260 |
|
}, |
|
{ |
|
"epoch": 13.64, |
|
"learning_rate": 0.00012126375576854812, |
|
"loss": 0.0419, |
|
"step": 4270 |
|
}, |
|
{ |
|
"epoch": 13.67, |
|
"learning_rate": 0.00012102709738492486, |
|
"loss": 0.0281, |
|
"step": 4280 |
|
}, |
|
{ |
|
"epoch": 13.71, |
|
"learning_rate": 0.00012079043900130162, |
|
"loss": 0.0124, |
|
"step": 4290 |
|
}, |
|
{ |
|
"epoch": 13.74, |
|
"learning_rate": 0.00012055378061767839, |
|
"loss": 0.0054, |
|
"step": 4300 |
|
}, |
|
{ |
|
"epoch": 13.77, |
|
"learning_rate": 0.00012031712223405516, |
|
"loss": 0.0682, |
|
"step": 4310 |
|
}, |
|
{ |
|
"epoch": 13.8, |
|
"learning_rate": 0.0001200804638504319, |
|
"loss": 0.0139, |
|
"step": 4320 |
|
}, |
|
{ |
|
"epoch": 13.83, |
|
"learning_rate": 0.00011984380546680867, |
|
"loss": 0.0018, |
|
"step": 4330 |
|
}, |
|
{ |
|
"epoch": 13.87, |
|
"learning_rate": 0.00011960714708318543, |
|
"loss": 0.0258, |
|
"step": 4340 |
|
}, |
|
{ |
|
"epoch": 13.9, |
|
"learning_rate": 0.00011937048869956217, |
|
"loss": 0.0194, |
|
"step": 4350 |
|
}, |
|
{ |
|
"epoch": 13.93, |
|
"learning_rate": 0.00011913383031593894, |
|
"loss": 0.0132, |
|
"step": 4360 |
|
}, |
|
{ |
|
"epoch": 13.96, |
|
"learning_rate": 0.00011889717193231571, |
|
"loss": 0.0024, |
|
"step": 4370 |
|
}, |
|
{ |
|
"epoch": 13.99, |
|
"learning_rate": 0.00011866051354869248, |
|
"loss": 0.0006, |
|
"step": 4380 |
|
}, |
|
{ |
|
"epoch": 14.0, |
|
"eval_accuracy": 0.9925, |
|
"eval_loss": 0.1054958701133728, |
|
"eval_runtime": 5.0787, |
|
"eval_samples_per_second": 78.761, |
|
"eval_steps_per_second": 9.845, |
|
"step": 4382 |
|
}, |
|
{ |
|
"epoch": 14.03, |
|
"learning_rate": 0.00011842385516506922, |
|
"loss": 0.0259, |
|
"step": 4390 |
|
}, |
|
{ |
|
"epoch": 14.06, |
|
"learning_rate": 0.00011818719678144598, |
|
"loss": 0.0004, |
|
"step": 4400 |
|
}, |
|
{ |
|
"epoch": 14.09, |
|
"learning_rate": 0.00011795053839782275, |
|
"loss": 0.0318, |
|
"step": 4410 |
|
}, |
|
{ |
|
"epoch": 14.12, |
|
"learning_rate": 0.00011771388001419952, |
|
"loss": 0.0292, |
|
"step": 4420 |
|
}, |
|
{ |
|
"epoch": 14.15, |
|
"learning_rate": 0.00011747722163057626, |
|
"loss": 0.0068, |
|
"step": 4430 |
|
}, |
|
{ |
|
"epoch": 14.19, |
|
"learning_rate": 0.00011724056324695303, |
|
"loss": 0.0118, |
|
"step": 4440 |
|
}, |
|
{ |
|
"epoch": 14.22, |
|
"learning_rate": 0.00011700390486332979, |
|
"loss": 0.0136, |
|
"step": 4450 |
|
}, |
|
{ |
|
"epoch": 14.25, |
|
"learning_rate": 0.00011676724647970656, |
|
"loss": 0.0937, |
|
"step": 4460 |
|
}, |
|
{ |
|
"epoch": 14.28, |
|
"learning_rate": 0.0001165305880960833, |
|
"loss": 0.0369, |
|
"step": 4470 |
|
}, |
|
{ |
|
"epoch": 14.31, |
|
"learning_rate": 0.00011629392971246007, |
|
"loss": 0.0098, |
|
"step": 4480 |
|
}, |
|
{ |
|
"epoch": 14.35, |
|
"learning_rate": 0.00011605727132883683, |
|
"loss": 0.0144, |
|
"step": 4490 |
|
}, |
|
{ |
|
"epoch": 14.38, |
|
"learning_rate": 0.00011582061294521359, |
|
"loss": 0.0939, |
|
"step": 4500 |
|
}, |
|
{ |
|
"epoch": 14.41, |
|
"learning_rate": 0.00011558395456159034, |
|
"loss": 0.0064, |
|
"step": 4510 |
|
}, |
|
{ |
|
"epoch": 14.44, |
|
"learning_rate": 0.00011534729617796711, |
|
"loss": 0.0376, |
|
"step": 4520 |
|
}, |
|
{ |
|
"epoch": 14.47, |
|
"learning_rate": 0.00011511063779434388, |
|
"loss": 0.0066, |
|
"step": 4530 |
|
}, |
|
{ |
|
"epoch": 14.5, |
|
"learning_rate": 0.00011487397941072063, |
|
"loss": 0.0348, |
|
"step": 4540 |
|
}, |
|
{ |
|
"epoch": 14.54, |
|
"learning_rate": 0.00011463732102709738, |
|
"loss": 0.0144, |
|
"step": 4550 |
|
}, |
|
{ |
|
"epoch": 14.57, |
|
"learning_rate": 0.00011440066264347415, |
|
"loss": 0.005, |
|
"step": 4560 |
|
}, |
|
{ |
|
"epoch": 14.6, |
|
"learning_rate": 0.00011416400425985092, |
|
"loss": 0.0041, |
|
"step": 4570 |
|
}, |
|
{ |
|
"epoch": 14.63, |
|
"learning_rate": 0.00011392734587622766, |
|
"loss": 0.086, |
|
"step": 4580 |
|
}, |
|
{ |
|
"epoch": 14.66, |
|
"learning_rate": 0.00011369068749260443, |
|
"loss": 0.0031, |
|
"step": 4590 |
|
}, |
|
{ |
|
"epoch": 14.7, |
|
"learning_rate": 0.00011345402910898119, |
|
"loss": 0.0158, |
|
"step": 4600 |
|
}, |
|
{ |
|
"epoch": 14.73, |
|
"learning_rate": 0.00011321737072535793, |
|
"loss": 0.0056, |
|
"step": 4610 |
|
}, |
|
{ |
|
"epoch": 14.76, |
|
"learning_rate": 0.0001129807123417347, |
|
"loss": 0.0021, |
|
"step": 4620 |
|
}, |
|
{ |
|
"epoch": 14.79, |
|
"learning_rate": 0.00011274405395811147, |
|
"loss": 0.012, |
|
"step": 4630 |
|
}, |
|
{ |
|
"epoch": 14.82, |
|
"learning_rate": 0.00011250739557448824, |
|
"loss": 0.0001, |
|
"step": 4640 |
|
}, |
|
{ |
|
"epoch": 14.86, |
|
"learning_rate": 0.00011227073719086499, |
|
"loss": 0.0003, |
|
"step": 4650 |
|
}, |
|
{ |
|
"epoch": 14.89, |
|
"learning_rate": 0.00011203407880724174, |
|
"loss": 0.001, |
|
"step": 4660 |
|
}, |
|
{ |
|
"epoch": 14.92, |
|
"learning_rate": 0.00011179742042361851, |
|
"loss": 0.0003, |
|
"step": 4670 |
|
}, |
|
{ |
|
"epoch": 14.95, |
|
"learning_rate": 0.00011156076203999528, |
|
"loss": 0.0132, |
|
"step": 4680 |
|
}, |
|
{ |
|
"epoch": 14.98, |
|
"learning_rate": 0.00011132410365637203, |
|
"loss": 0.0001, |
|
"step": 4690 |
|
}, |
|
{ |
|
"epoch": 15.0, |
|
"eval_accuracy": 0.9925, |
|
"eval_loss": 0.08063908666372299, |
|
"eval_runtime": 5.1103, |
|
"eval_samples_per_second": 78.274, |
|
"eval_steps_per_second": 9.784, |
|
"step": 4695 |
|
}, |
|
{ |
|
"epoch": 15.02, |
|
"learning_rate": 0.0001110874452727488, |
|
"loss": 0.0015, |
|
"step": 4700 |
|
}, |
|
{ |
|
"epoch": 15.05, |
|
"learning_rate": 0.00011085078688912555, |
|
"loss": 0.0056, |
|
"step": 4710 |
|
}, |
|
{ |
|
"epoch": 15.08, |
|
"learning_rate": 0.00011061412850550232, |
|
"loss": 0.0119, |
|
"step": 4720 |
|
}, |
|
{ |
|
"epoch": 15.11, |
|
"learning_rate": 0.00011037747012187907, |
|
"loss": 0.0031, |
|
"step": 4730 |
|
}, |
|
{ |
|
"epoch": 15.14, |
|
"learning_rate": 0.00011014081173825584, |
|
"loss": 0.031, |
|
"step": 4740 |
|
}, |
|
{ |
|
"epoch": 15.18, |
|
"learning_rate": 0.0001099041533546326, |
|
"loss": 0.0055, |
|
"step": 4750 |
|
}, |
|
{ |
|
"epoch": 15.21, |
|
"learning_rate": 0.00010966749497100935, |
|
"loss": 0.0176, |
|
"step": 4760 |
|
}, |
|
{ |
|
"epoch": 15.24, |
|
"learning_rate": 0.0001094308365873861, |
|
"loss": 0.0115, |
|
"step": 4770 |
|
}, |
|
{ |
|
"epoch": 15.27, |
|
"learning_rate": 0.00010919417820376287, |
|
"loss": 0.0084, |
|
"step": 4780 |
|
}, |
|
{ |
|
"epoch": 15.3, |
|
"learning_rate": 0.00010895751982013964, |
|
"loss": 0.0255, |
|
"step": 4790 |
|
}, |
|
{ |
|
"epoch": 15.34, |
|
"learning_rate": 0.00010872086143651639, |
|
"loss": 0.0007, |
|
"step": 4800 |
|
}, |
|
{ |
|
"epoch": 15.37, |
|
"learning_rate": 0.00010848420305289316, |
|
"loss": 0.003, |
|
"step": 4810 |
|
}, |
|
{ |
|
"epoch": 15.4, |
|
"learning_rate": 0.00010824754466926991, |
|
"loss": 0.0016, |
|
"step": 4820 |
|
}, |
|
{ |
|
"epoch": 15.43, |
|
"learning_rate": 0.00010801088628564668, |
|
"loss": 0.0156, |
|
"step": 4830 |
|
}, |
|
{ |
|
"epoch": 15.46, |
|
"learning_rate": 0.00010777422790202343, |
|
"loss": 0.0531, |
|
"step": 4840 |
|
}, |
|
{ |
|
"epoch": 15.5, |
|
"learning_rate": 0.0001075375695184002, |
|
"loss": 0.0154, |
|
"step": 4850 |
|
}, |
|
{ |
|
"epoch": 15.53, |
|
"learning_rate": 0.00010730091113477697, |
|
"loss": 0.0105, |
|
"step": 4860 |
|
}, |
|
{ |
|
"epoch": 15.56, |
|
"learning_rate": 0.00010706425275115371, |
|
"loss": 0.0094, |
|
"step": 4870 |
|
}, |
|
{ |
|
"epoch": 15.59, |
|
"learning_rate": 0.00010682759436753047, |
|
"loss": 0.0165, |
|
"step": 4880 |
|
}, |
|
{ |
|
"epoch": 15.62, |
|
"learning_rate": 0.00010659093598390724, |
|
"loss": 0.061, |
|
"step": 4890 |
|
}, |
|
{ |
|
"epoch": 15.65, |
|
"learning_rate": 0.000106354277600284, |
|
"loss": 0.0035, |
|
"step": 4900 |
|
}, |
|
{ |
|
"epoch": 15.69, |
|
"learning_rate": 0.00010611761921666075, |
|
"loss": 0.0003, |
|
"step": 4910 |
|
}, |
|
{ |
|
"epoch": 15.72, |
|
"learning_rate": 0.00010588096083303752, |
|
"loss": 0.0038, |
|
"step": 4920 |
|
}, |
|
{ |
|
"epoch": 15.75, |
|
"learning_rate": 0.00010564430244941428, |
|
"loss": 0.0002, |
|
"step": 4930 |
|
}, |
|
{ |
|
"epoch": 15.78, |
|
"learning_rate": 0.00010540764406579105, |
|
"loss": 0.0002, |
|
"step": 4940 |
|
}, |
|
{ |
|
"epoch": 15.81, |
|
"learning_rate": 0.00010517098568216779, |
|
"loss": 0.0001, |
|
"step": 4950 |
|
}, |
|
{ |
|
"epoch": 15.85, |
|
"learning_rate": 0.00010493432729854456, |
|
"loss": 0.0005, |
|
"step": 4960 |
|
}, |
|
{ |
|
"epoch": 15.88, |
|
"learning_rate": 0.00010469766891492131, |
|
"loss": 0.0058, |
|
"step": 4970 |
|
}, |
|
{ |
|
"epoch": 15.91, |
|
"learning_rate": 0.00010446101053129808, |
|
"loss": 0.005, |
|
"step": 4980 |
|
}, |
|
{ |
|
"epoch": 15.94, |
|
"learning_rate": 0.00010422435214767483, |
|
"loss": 0.0057, |
|
"step": 4990 |
|
}, |
|
{ |
|
"epoch": 15.97, |
|
"learning_rate": 0.0001039876937640516, |
|
"loss": 0.0003, |
|
"step": 5000 |
|
}, |
|
{ |
|
"epoch": 16.0, |
|
"eval_accuracy": 0.9925, |
|
"eval_loss": 0.08654958754777908, |
|
"eval_runtime": 6.5529, |
|
"eval_samples_per_second": 61.042, |
|
"eval_steps_per_second": 7.63, |
|
"step": 5008 |
|
}, |
|
{ |
|
"epoch": 16.01, |
|
"learning_rate": 0.00010375103538042837, |
|
"loss": 0.0026, |
|
"step": 5010 |
|
}, |
|
{ |
|
"epoch": 16.04, |
|
"learning_rate": 0.00010351437699680511, |
|
"loss": 0.0072, |
|
"step": 5020 |
|
}, |
|
{ |
|
"epoch": 16.07, |
|
"learning_rate": 0.00010327771861318187, |
|
"loss": 0.001, |
|
"step": 5030 |
|
}, |
|
{ |
|
"epoch": 16.1, |
|
"learning_rate": 0.00010304106022955864, |
|
"loss": 0.0035, |
|
"step": 5040 |
|
}, |
|
{ |
|
"epoch": 16.13, |
|
"learning_rate": 0.0001028044018459354, |
|
"loss": 0.0001, |
|
"step": 5050 |
|
}, |
|
{ |
|
"epoch": 16.17, |
|
"learning_rate": 0.00010259140930067448, |
|
"loss": 0.0183, |
|
"step": 5060 |
|
}, |
|
{ |
|
"epoch": 16.2, |
|
"learning_rate": 0.00010235475091705124, |
|
"loss": 0.011, |
|
"step": 5070 |
|
}, |
|
{ |
|
"epoch": 16.23, |
|
"learning_rate": 0.00010211809253342801, |
|
"loss": 0.0002, |
|
"step": 5080 |
|
}, |
|
{ |
|
"epoch": 16.26, |
|
"learning_rate": 0.00010188143414980475, |
|
"loss": 0.0245, |
|
"step": 5090 |
|
}, |
|
{ |
|
"epoch": 16.29, |
|
"learning_rate": 0.00010164477576618152, |
|
"loss": 0.0009, |
|
"step": 5100 |
|
}, |
|
{ |
|
"epoch": 16.33, |
|
"learning_rate": 0.00010140811738255829, |
|
"loss": 0.0003, |
|
"step": 5110 |
|
}, |
|
{ |
|
"epoch": 16.36, |
|
"learning_rate": 0.00010117145899893504, |
|
"loss": 0.0031, |
|
"step": 5120 |
|
}, |
|
{ |
|
"epoch": 16.39, |
|
"learning_rate": 0.00010093480061531179, |
|
"loss": 0.0001, |
|
"step": 5130 |
|
}, |
|
{ |
|
"epoch": 16.42, |
|
"learning_rate": 0.00010069814223168856, |
|
"loss": 0.0132, |
|
"step": 5140 |
|
}, |
|
{ |
|
"epoch": 16.45, |
|
"learning_rate": 0.00010046148384806533, |
|
"loss": 0.0185, |
|
"step": 5150 |
|
}, |
|
{ |
|
"epoch": 16.49, |
|
"learning_rate": 0.00010022482546444207, |
|
"loss": 0.0048, |
|
"step": 5160 |
|
}, |
|
{ |
|
"epoch": 16.52, |
|
"learning_rate": 9.998816708081884e-05, |
|
"loss": 0.0159, |
|
"step": 5170 |
|
}, |
|
{ |
|
"epoch": 16.55, |
|
"learning_rate": 9.97515086971956e-05, |
|
"loss": 0.0681, |
|
"step": 5180 |
|
}, |
|
{ |
|
"epoch": 16.58, |
|
"learning_rate": 9.951485031357236e-05, |
|
"loss": 0.0237, |
|
"step": 5190 |
|
}, |
|
{ |
|
"epoch": 16.61, |
|
"learning_rate": 9.927819192994913e-05, |
|
"loss": 0.0213, |
|
"step": 5200 |
|
}, |
|
{ |
|
"epoch": 16.65, |
|
"learning_rate": 9.904153354632588e-05, |
|
"loss": 0.0139, |
|
"step": 5210 |
|
}, |
|
{ |
|
"epoch": 16.68, |
|
"learning_rate": 9.880487516270265e-05, |
|
"loss": 0.0224, |
|
"step": 5220 |
|
}, |
|
{ |
|
"epoch": 16.71, |
|
"learning_rate": 9.85682167790794e-05, |
|
"loss": 0.008, |
|
"step": 5230 |
|
}, |
|
{ |
|
"epoch": 16.74, |
|
"learning_rate": 9.833155839545617e-05, |
|
"loss": 0.0013, |
|
"step": 5240 |
|
}, |
|
{ |
|
"epoch": 16.77, |
|
"learning_rate": 9.809490001183292e-05, |
|
"loss": 0.0317, |
|
"step": 5250 |
|
}, |
|
{ |
|
"epoch": 16.81, |
|
"learning_rate": 9.785824162820968e-05, |
|
"loss": 0.0001, |
|
"step": 5260 |
|
}, |
|
{ |
|
"epoch": 16.84, |
|
"learning_rate": 9.762158324458645e-05, |
|
"loss": 0.0058, |
|
"step": 5270 |
|
}, |
|
{ |
|
"epoch": 16.87, |
|
"learning_rate": 9.73849248609632e-05, |
|
"loss": 0.0044, |
|
"step": 5280 |
|
}, |
|
{ |
|
"epoch": 16.9, |
|
"learning_rate": 9.714826647733996e-05, |
|
"loss": 0.0175, |
|
"step": 5290 |
|
}, |
|
{ |
|
"epoch": 16.93, |
|
"learning_rate": 9.691160809371672e-05, |
|
"loss": 0.0028, |
|
"step": 5300 |
|
}, |
|
{ |
|
"epoch": 16.96, |
|
"learning_rate": 9.667494971009349e-05, |
|
"loss": 0.0001, |
|
"step": 5310 |
|
}, |
|
{ |
|
"epoch": 17.0, |
|
"learning_rate": 9.643829132647025e-05, |
|
"loss": 0.0035, |
|
"step": 5320 |
|
}, |
|
{ |
|
"epoch": 17.0, |
|
"eval_accuracy": 0.9825, |
|
"eval_loss": 0.09907230734825134, |
|
"eval_runtime": 5.2571, |
|
"eval_samples_per_second": 76.088, |
|
"eval_steps_per_second": 9.511, |
|
"step": 5321 |
|
}, |
|
{ |
|
"epoch": 17.03, |
|
"learning_rate": 9.620163294284702e-05, |
|
"loss": 0.0286, |
|
"step": 5330 |
|
}, |
|
{ |
|
"epoch": 17.06, |
|
"learning_rate": 9.596497455922376e-05, |
|
"loss": 0.0002, |
|
"step": 5340 |
|
}, |
|
{ |
|
"epoch": 17.09, |
|
"learning_rate": 9.572831617560053e-05, |
|
"loss": 0.0009, |
|
"step": 5350 |
|
}, |
|
{ |
|
"epoch": 17.12, |
|
"learning_rate": 9.549165779197728e-05, |
|
"loss": 0.0016, |
|
"step": 5360 |
|
}, |
|
{ |
|
"epoch": 17.16, |
|
"learning_rate": 9.525499940835405e-05, |
|
"loss": 0.0021, |
|
"step": 5370 |
|
}, |
|
{ |
|
"epoch": 17.19, |
|
"learning_rate": 9.501834102473081e-05, |
|
"loss": 0.0001, |
|
"step": 5380 |
|
}, |
|
{ |
|
"epoch": 17.22, |
|
"learning_rate": 9.478168264110757e-05, |
|
"loss": 0.0012, |
|
"step": 5390 |
|
}, |
|
{ |
|
"epoch": 17.25, |
|
"learning_rate": 9.454502425748432e-05, |
|
"loss": 0.0209, |
|
"step": 5400 |
|
}, |
|
{ |
|
"epoch": 17.28, |
|
"learning_rate": 9.430836587386108e-05, |
|
"loss": 0.0003, |
|
"step": 5410 |
|
}, |
|
{ |
|
"epoch": 17.32, |
|
"learning_rate": 9.407170749023785e-05, |
|
"loss": 0.0002, |
|
"step": 5420 |
|
}, |
|
{ |
|
"epoch": 17.35, |
|
"learning_rate": 9.38350491066146e-05, |
|
"loss": 0.0002, |
|
"step": 5430 |
|
}, |
|
{ |
|
"epoch": 17.38, |
|
"learning_rate": 9.359839072299136e-05, |
|
"loss": 0.0076, |
|
"step": 5440 |
|
}, |
|
{ |
|
"epoch": 17.41, |
|
"learning_rate": 9.336173233936812e-05, |
|
"loss": 0.0001, |
|
"step": 5450 |
|
}, |
|
{ |
|
"epoch": 17.44, |
|
"learning_rate": 9.312507395574489e-05, |
|
"loss": 0.0001, |
|
"step": 5460 |
|
}, |
|
{ |
|
"epoch": 17.48, |
|
"learning_rate": 9.288841557212165e-05, |
|
"loss": 0.0026, |
|
"step": 5470 |
|
}, |
|
{ |
|
"epoch": 17.51, |
|
"learning_rate": 9.265175718849842e-05, |
|
"loss": 0.0004, |
|
"step": 5480 |
|
}, |
|
{ |
|
"epoch": 17.54, |
|
"learning_rate": 9.241509880487517e-05, |
|
"loss": 0.0, |
|
"step": 5490 |
|
}, |
|
{ |
|
"epoch": 17.57, |
|
"learning_rate": 9.217844042125193e-05, |
|
"loss": 0.0017, |
|
"step": 5500 |
|
}, |
|
{ |
|
"epoch": 17.6, |
|
"learning_rate": 9.194178203762869e-05, |
|
"loss": 0.0119, |
|
"step": 5510 |
|
}, |
|
{ |
|
"epoch": 17.64, |
|
"learning_rate": 9.170512365400544e-05, |
|
"loss": 0.0033, |
|
"step": 5520 |
|
}, |
|
{ |
|
"epoch": 17.67, |
|
"learning_rate": 9.146846527038221e-05, |
|
"loss": 0.0004, |
|
"step": 5530 |
|
}, |
|
{ |
|
"epoch": 17.7, |
|
"learning_rate": 9.123180688675897e-05, |
|
"loss": 0.0104, |
|
"step": 5540 |
|
}, |
|
{ |
|
"epoch": 17.73, |
|
"learning_rate": 9.099514850313572e-05, |
|
"loss": 0.0018, |
|
"step": 5550 |
|
}, |
|
{ |
|
"epoch": 17.76, |
|
"learning_rate": 9.075849011951248e-05, |
|
"loss": 0.0203, |
|
"step": 5560 |
|
}, |
|
{ |
|
"epoch": 17.8, |
|
"learning_rate": 9.052183173588925e-05, |
|
"loss": 0.0005, |
|
"step": 5570 |
|
}, |
|
{ |
|
"epoch": 17.83, |
|
"learning_rate": 9.028517335226601e-05, |
|
"loss": 0.0108, |
|
"step": 5580 |
|
}, |
|
{ |
|
"epoch": 17.86, |
|
"learning_rate": 9.004851496864278e-05, |
|
"loss": 0.0192, |
|
"step": 5590 |
|
}, |
|
{ |
|
"epoch": 17.89, |
|
"learning_rate": 8.981185658501953e-05, |
|
"loss": 0.0023, |
|
"step": 5600 |
|
}, |
|
{ |
|
"epoch": 17.92, |
|
"learning_rate": 8.957519820139629e-05, |
|
"loss": 0.0508, |
|
"step": 5610 |
|
}, |
|
{ |
|
"epoch": 17.96, |
|
"learning_rate": 8.933853981777305e-05, |
|
"loss": 0.0007, |
|
"step": 5620 |
|
}, |
|
{ |
|
"epoch": 17.99, |
|
"learning_rate": 8.910188143414982e-05, |
|
"loss": 0.0001, |
|
"step": 5630 |
|
}, |
|
{ |
|
"epoch": 18.0, |
|
"eval_accuracy": 0.9875, |
|
"eval_loss": 0.12689071893692017, |
|
"eval_runtime": 6.9648, |
|
"eval_samples_per_second": 57.431, |
|
"eval_steps_per_second": 7.179, |
|
"step": 5634 |
|
}, |
|
{ |
|
"epoch": 18.02, |
|
"learning_rate": 8.886522305052657e-05, |
|
"loss": 0.001, |
|
"step": 5640 |
|
}, |
|
{ |
|
"epoch": 18.05, |
|
"learning_rate": 8.862856466690333e-05, |
|
"loss": 0.0042, |
|
"step": 5650 |
|
}, |
|
{ |
|
"epoch": 18.08, |
|
"learning_rate": 8.839190628328009e-05, |
|
"loss": 0.0254, |
|
"step": 5660 |
|
}, |
|
{ |
|
"epoch": 18.12, |
|
"learning_rate": 8.815524789965684e-05, |
|
"loss": 0.0141, |
|
"step": 5670 |
|
}, |
|
{ |
|
"epoch": 18.15, |
|
"learning_rate": 8.791858951603361e-05, |
|
"loss": 0.0008, |
|
"step": 5680 |
|
}, |
|
{ |
|
"epoch": 18.18, |
|
"learning_rate": 8.768193113241037e-05, |
|
"loss": 0.0015, |
|
"step": 5690 |
|
}, |
|
{ |
|
"epoch": 18.21, |
|
"learning_rate": 8.744527274878714e-05, |
|
"loss": 0.0, |
|
"step": 5700 |
|
}, |
|
{ |
|
"epoch": 18.24, |
|
"learning_rate": 8.720861436516388e-05, |
|
"loss": 0.0038, |
|
"step": 5710 |
|
}, |
|
{ |
|
"epoch": 18.27, |
|
"learning_rate": 8.697195598154065e-05, |
|
"loss": 0.0111, |
|
"step": 5720 |
|
}, |
|
{ |
|
"epoch": 18.31, |
|
"learning_rate": 8.673529759791741e-05, |
|
"loss": 0.001, |
|
"step": 5730 |
|
}, |
|
{ |
|
"epoch": 18.34, |
|
"learning_rate": 8.649863921429418e-05, |
|
"loss": 0.0003, |
|
"step": 5740 |
|
}, |
|
{ |
|
"epoch": 18.37, |
|
"learning_rate": 8.626198083067093e-05, |
|
"loss": 0.0009, |
|
"step": 5750 |
|
}, |
|
{ |
|
"epoch": 18.4, |
|
"learning_rate": 8.602532244704769e-05, |
|
"loss": 0.0002, |
|
"step": 5760 |
|
}, |
|
{ |
|
"epoch": 18.43, |
|
"learning_rate": 8.578866406342445e-05, |
|
"loss": 0.0002, |
|
"step": 5770 |
|
}, |
|
{ |
|
"epoch": 18.47, |
|
"learning_rate": 8.55520056798012e-05, |
|
"loss": 0.0001, |
|
"step": 5780 |
|
}, |
|
{ |
|
"epoch": 18.5, |
|
"learning_rate": 8.531534729617797e-05, |
|
"loss": 0.0117, |
|
"step": 5790 |
|
}, |
|
{ |
|
"epoch": 18.53, |
|
"learning_rate": 8.507868891255473e-05, |
|
"loss": 0.0009, |
|
"step": 5800 |
|
}, |
|
{ |
|
"epoch": 18.56, |
|
"learning_rate": 8.48420305289315e-05, |
|
"loss": 0.0185, |
|
"step": 5810 |
|
}, |
|
{ |
|
"epoch": 18.59, |
|
"learning_rate": 8.460537214530824e-05, |
|
"loss": 0.001, |
|
"step": 5820 |
|
}, |
|
{ |
|
"epoch": 18.63, |
|
"learning_rate": 8.436871376168501e-05, |
|
"loss": 0.0014, |
|
"step": 5830 |
|
}, |
|
{ |
|
"epoch": 18.66, |
|
"learning_rate": 8.413205537806177e-05, |
|
"loss": 0.0001, |
|
"step": 5840 |
|
}, |
|
{ |
|
"epoch": 18.69, |
|
"learning_rate": 8.389539699443854e-05, |
|
"loss": 0.0014, |
|
"step": 5850 |
|
}, |
|
{ |
|
"epoch": 18.72, |
|
"learning_rate": 8.36587386108153e-05, |
|
"loss": 0.0001, |
|
"step": 5860 |
|
}, |
|
{ |
|
"epoch": 18.75, |
|
"learning_rate": 8.342208022719205e-05, |
|
"loss": 0.0053, |
|
"step": 5870 |
|
}, |
|
{ |
|
"epoch": 18.79, |
|
"learning_rate": 8.318542184356881e-05, |
|
"loss": 0.0055, |
|
"step": 5880 |
|
}, |
|
{ |
|
"epoch": 18.82, |
|
"learning_rate": 8.294876345994558e-05, |
|
"loss": 0.0, |
|
"step": 5890 |
|
}, |
|
{ |
|
"epoch": 18.85, |
|
"learning_rate": 8.271210507632233e-05, |
|
"loss": 0.0011, |
|
"step": 5900 |
|
}, |
|
{ |
|
"epoch": 18.88, |
|
"learning_rate": 8.247544669269909e-05, |
|
"loss": 0.0, |
|
"step": 5910 |
|
}, |
|
{ |
|
"epoch": 18.91, |
|
"learning_rate": 8.223878830907585e-05, |
|
"loss": 0.0003, |
|
"step": 5920 |
|
}, |
|
{ |
|
"epoch": 18.95, |
|
"learning_rate": 8.20021299254526e-05, |
|
"loss": 0.0001, |
|
"step": 5930 |
|
}, |
|
{ |
|
"epoch": 18.98, |
|
"learning_rate": 8.176547154182937e-05, |
|
"loss": 0.0088, |
|
"step": 5940 |
|
}, |
|
{ |
|
"epoch": 19.0, |
|
"eval_accuracy": 0.9925, |
|
"eval_loss": 0.10001015663146973, |
|
"eval_runtime": 5.2536, |
|
"eval_samples_per_second": 76.138, |
|
"eval_steps_per_second": 9.517, |
|
"step": 5947 |
|
}, |
|
{ |
|
"epoch": 19.01, |
|
"learning_rate": 8.152881315820613e-05, |
|
"loss": 0.0001, |
|
"step": 5950 |
|
}, |
|
{ |
|
"epoch": 19.04, |
|
"learning_rate": 8.12921547745829e-05, |
|
"loss": 0.0, |
|
"step": 5960 |
|
}, |
|
{ |
|
"epoch": 19.07, |
|
"learning_rate": 8.105549639095966e-05, |
|
"loss": 0.0045, |
|
"step": 5970 |
|
}, |
|
{ |
|
"epoch": 19.11, |
|
"learning_rate": 8.081883800733641e-05, |
|
"loss": 0.0, |
|
"step": 5980 |
|
}, |
|
{ |
|
"epoch": 19.14, |
|
"learning_rate": 8.058217962371317e-05, |
|
"loss": 0.0, |
|
"step": 5990 |
|
}, |
|
{ |
|
"epoch": 19.17, |
|
"learning_rate": 8.034552124008994e-05, |
|
"loss": 0.0, |
|
"step": 6000 |
|
}, |
|
{ |
|
"epoch": 19.2, |
|
"learning_rate": 8.01088628564667e-05, |
|
"loss": 0.0, |
|
"step": 6010 |
|
}, |
|
{ |
|
"epoch": 19.23, |
|
"learning_rate": 7.987220447284345e-05, |
|
"loss": 0.0, |
|
"step": 6020 |
|
}, |
|
{ |
|
"epoch": 19.27, |
|
"learning_rate": 7.963554608922021e-05, |
|
"loss": 0.0, |
|
"step": 6030 |
|
}, |
|
{ |
|
"epoch": 19.3, |
|
"learning_rate": 7.939888770559697e-05, |
|
"loss": 0.0, |
|
"step": 6040 |
|
}, |
|
{ |
|
"epoch": 19.33, |
|
"learning_rate": 7.916222932197374e-05, |
|
"loss": 0.0005, |
|
"step": 6050 |
|
}, |
|
{ |
|
"epoch": 19.36, |
|
"learning_rate": 7.892557093835049e-05, |
|
"loss": 0.0, |
|
"step": 6060 |
|
}, |
|
{ |
|
"epoch": 19.39, |
|
"learning_rate": 7.868891255472726e-05, |
|
"loss": 0.0224, |
|
"step": 6070 |
|
}, |
|
{ |
|
"epoch": 19.42, |
|
"learning_rate": 7.845225417110402e-05, |
|
"loss": 0.0, |
|
"step": 6080 |
|
}, |
|
{ |
|
"epoch": 19.46, |
|
"learning_rate": 7.821559578748077e-05, |
|
"loss": 0.0, |
|
"step": 6090 |
|
}, |
|
{ |
|
"epoch": 19.49, |
|
"learning_rate": 7.797893740385753e-05, |
|
"loss": 0.0, |
|
"step": 6100 |
|
}, |
|
{ |
|
"epoch": 19.52, |
|
"learning_rate": 7.77422790202343e-05, |
|
"loss": 0.0, |
|
"step": 6110 |
|
}, |
|
{ |
|
"epoch": 19.55, |
|
"learning_rate": 7.750562063661106e-05, |
|
"loss": 0.0, |
|
"step": 6120 |
|
}, |
|
{ |
|
"epoch": 19.58, |
|
"learning_rate": 7.726896225298781e-05, |
|
"loss": 0.0, |
|
"step": 6130 |
|
}, |
|
{ |
|
"epoch": 19.62, |
|
"learning_rate": 7.703230386936457e-05, |
|
"loss": 0.0, |
|
"step": 6140 |
|
}, |
|
{ |
|
"epoch": 19.65, |
|
"learning_rate": 7.679564548574134e-05, |
|
"loss": 0.0005, |
|
"step": 6150 |
|
}, |
|
{ |
|
"epoch": 19.68, |
|
"learning_rate": 7.65589871021181e-05, |
|
"loss": 0.0001, |
|
"step": 6160 |
|
}, |
|
{ |
|
"epoch": 19.71, |
|
"learning_rate": 7.632232871849485e-05, |
|
"loss": 0.0, |
|
"step": 6170 |
|
}, |
|
{ |
|
"epoch": 19.74, |
|
"learning_rate": 7.608567033487162e-05, |
|
"loss": 0.0, |
|
"step": 6180 |
|
}, |
|
{ |
|
"epoch": 19.78, |
|
"learning_rate": 7.584901195124837e-05, |
|
"loss": 0.0005, |
|
"step": 6190 |
|
}, |
|
{ |
|
"epoch": 19.81, |
|
"learning_rate": 7.561235356762514e-05, |
|
"loss": 0.0001, |
|
"step": 6200 |
|
}, |
|
{ |
|
"epoch": 19.84, |
|
"learning_rate": 7.537569518400189e-05, |
|
"loss": 0.0001, |
|
"step": 6210 |
|
}, |
|
{ |
|
"epoch": 19.87, |
|
"learning_rate": 7.513903680037866e-05, |
|
"loss": 0.0064, |
|
"step": 6220 |
|
}, |
|
{ |
|
"epoch": 19.9, |
|
"learning_rate": 7.490237841675542e-05, |
|
"loss": 0.0204, |
|
"step": 6230 |
|
}, |
|
{ |
|
"epoch": 19.94, |
|
"learning_rate": 7.466572003313218e-05, |
|
"loss": 0.0061, |
|
"step": 6240 |
|
}, |
|
{ |
|
"epoch": 19.97, |
|
"learning_rate": 7.442906164950893e-05, |
|
"loss": 0.0001, |
|
"step": 6250 |
|
}, |
|
{ |
|
"epoch": 20.0, |
|
"learning_rate": 7.41924032658857e-05, |
|
"loss": 0.0, |
|
"step": 6260 |
|
}, |
|
{ |
|
"epoch": 20.0, |
|
"eval_accuracy": 0.99, |
|
"eval_loss": 0.09493375569581985, |
|
"eval_runtime": 6.1355, |
|
"eval_samples_per_second": 65.194, |
|
"eval_steps_per_second": 8.149, |
|
"step": 6260 |
|
}, |
|
{ |
|
"epoch": 20.03, |
|
"learning_rate": 7.395574488226246e-05, |
|
"loss": 0.0001, |
|
"step": 6270 |
|
}, |
|
{ |
|
"epoch": 20.06, |
|
"learning_rate": 7.371908649863923e-05, |
|
"loss": 0.0442, |
|
"step": 6280 |
|
}, |
|
{ |
|
"epoch": 20.1, |
|
"learning_rate": 7.348242811501597e-05, |
|
"loss": 0.0001, |
|
"step": 6290 |
|
}, |
|
{ |
|
"epoch": 20.13, |
|
"learning_rate": 7.324576973139273e-05, |
|
"loss": 0.0, |
|
"step": 6300 |
|
}, |
|
{ |
|
"epoch": 20.16, |
|
"learning_rate": 7.30091113477695e-05, |
|
"loss": 0.0011, |
|
"step": 6310 |
|
}, |
|
{ |
|
"epoch": 20.19, |
|
"learning_rate": 7.277245296414625e-05, |
|
"loss": 0.0, |
|
"step": 6320 |
|
}, |
|
{ |
|
"epoch": 20.22, |
|
"learning_rate": 7.253579458052302e-05, |
|
"loss": 0.0, |
|
"step": 6330 |
|
}, |
|
{ |
|
"epoch": 20.26, |
|
"learning_rate": 7.229913619689978e-05, |
|
"loss": 0.0, |
|
"step": 6340 |
|
}, |
|
{ |
|
"epoch": 20.29, |
|
"learning_rate": 7.206247781327654e-05, |
|
"loss": 0.0016, |
|
"step": 6350 |
|
}, |
|
{ |
|
"epoch": 20.32, |
|
"learning_rate": 7.182581942965329e-05, |
|
"loss": 0.0, |
|
"step": 6360 |
|
}, |
|
{ |
|
"epoch": 20.35, |
|
"learning_rate": 7.158916104603006e-05, |
|
"loss": 0.0, |
|
"step": 6370 |
|
}, |
|
{ |
|
"epoch": 20.38, |
|
"learning_rate": 7.135250266240682e-05, |
|
"loss": 0.0, |
|
"step": 6380 |
|
}, |
|
{ |
|
"epoch": 20.42, |
|
"learning_rate": 7.111584427878359e-05, |
|
"loss": 0.0071, |
|
"step": 6390 |
|
}, |
|
{ |
|
"epoch": 20.45, |
|
"learning_rate": 7.087918589516033e-05, |
|
"loss": 0.0, |
|
"step": 6400 |
|
}, |
|
{ |
|
"epoch": 20.48, |
|
"learning_rate": 7.06425275115371e-05, |
|
"loss": 0.0014, |
|
"step": 6410 |
|
}, |
|
{ |
|
"epoch": 20.51, |
|
"learning_rate": 7.040586912791386e-05, |
|
"loss": 0.0077, |
|
"step": 6420 |
|
}, |
|
{ |
|
"epoch": 20.54, |
|
"learning_rate": 7.016921074429062e-05, |
|
"loss": 0.0022, |
|
"step": 6430 |
|
}, |
|
{ |
|
"epoch": 20.58, |
|
"learning_rate": 6.993255236066739e-05, |
|
"loss": 0.0004, |
|
"step": 6440 |
|
}, |
|
{ |
|
"epoch": 20.61, |
|
"learning_rate": 6.969589397704414e-05, |
|
"loss": 0.0, |
|
"step": 6450 |
|
}, |
|
{ |
|
"epoch": 20.64, |
|
"learning_rate": 6.94592355934209e-05, |
|
"loss": 0.0, |
|
"step": 6460 |
|
}, |
|
{ |
|
"epoch": 20.67, |
|
"learning_rate": 6.922257720979765e-05, |
|
"loss": 0.0014, |
|
"step": 6470 |
|
}, |
|
{ |
|
"epoch": 20.7, |
|
"learning_rate": 6.898591882617442e-05, |
|
"loss": 0.0102, |
|
"step": 6480 |
|
}, |
|
{ |
|
"epoch": 20.73, |
|
"learning_rate": 6.874926044255118e-05, |
|
"loss": 0.0305, |
|
"step": 6490 |
|
}, |
|
{ |
|
"epoch": 20.77, |
|
"learning_rate": 6.851260205892794e-05, |
|
"loss": 0.0079, |
|
"step": 6500 |
|
}, |
|
{ |
|
"epoch": 20.8, |
|
"learning_rate": 6.82759436753047e-05, |
|
"loss": 0.0, |
|
"step": 6510 |
|
}, |
|
{ |
|
"epoch": 20.83, |
|
"learning_rate": 6.803928529168146e-05, |
|
"loss": 0.0208, |
|
"step": 6520 |
|
}, |
|
{ |
|
"epoch": 20.86, |
|
"learning_rate": 6.780262690805822e-05, |
|
"loss": 0.0001, |
|
"step": 6530 |
|
}, |
|
{ |
|
"epoch": 20.89, |
|
"learning_rate": 6.756596852443499e-05, |
|
"loss": 0.0, |
|
"step": 6540 |
|
}, |
|
{ |
|
"epoch": 20.93, |
|
"learning_rate": 6.732931014081175e-05, |
|
"loss": 0.0001, |
|
"step": 6550 |
|
}, |
|
{ |
|
"epoch": 20.96, |
|
"learning_rate": 6.70926517571885e-05, |
|
"loss": 0.0001, |
|
"step": 6560 |
|
}, |
|
{ |
|
"epoch": 20.99, |
|
"learning_rate": 6.685599337356526e-05, |
|
"loss": 0.0, |
|
"step": 6570 |
|
}, |
|
{ |
|
"epoch": 21.0, |
|
"eval_accuracy": 0.985, |
|
"eval_loss": 0.1263246089220047, |
|
"eval_runtime": 5.756, |
|
"eval_samples_per_second": 69.493, |
|
"eval_steps_per_second": 8.687, |
|
"step": 6573 |
|
}, |
|
{ |
|
"epoch": 21.02, |
|
"learning_rate": 6.661933498994202e-05, |
|
"loss": 0.0, |
|
"step": 6580 |
|
}, |
|
{ |
|
"epoch": 21.05, |
|
"learning_rate": 6.638267660631879e-05, |
|
"loss": 0.0015, |
|
"step": 6590 |
|
}, |
|
{ |
|
"epoch": 21.09, |
|
"learning_rate": 6.614601822269554e-05, |
|
"loss": 0.0168, |
|
"step": 6600 |
|
}, |
|
{ |
|
"epoch": 21.12, |
|
"learning_rate": 6.59093598390723e-05, |
|
"loss": 0.0, |
|
"step": 6610 |
|
}, |
|
{ |
|
"epoch": 21.15, |
|
"learning_rate": 6.567270145544905e-05, |
|
"loss": 0.0004, |
|
"step": 6620 |
|
}, |
|
{ |
|
"epoch": 21.18, |
|
"learning_rate": 6.543604307182582e-05, |
|
"loss": 0.0, |
|
"step": 6630 |
|
}, |
|
{ |
|
"epoch": 21.21, |
|
"learning_rate": 6.519938468820258e-05, |
|
"loss": 0.0019, |
|
"step": 6640 |
|
}, |
|
{ |
|
"epoch": 21.25, |
|
"learning_rate": 6.496272630457935e-05, |
|
"loss": 0.0436, |
|
"step": 6650 |
|
}, |
|
{ |
|
"epoch": 21.28, |
|
"learning_rate": 6.472606792095611e-05, |
|
"loss": 0.0003, |
|
"step": 6660 |
|
}, |
|
{ |
|
"epoch": 21.31, |
|
"learning_rate": 6.448940953733286e-05, |
|
"loss": 0.0002, |
|
"step": 6670 |
|
}, |
|
{ |
|
"epoch": 21.34, |
|
"learning_rate": 6.425275115370962e-05, |
|
"loss": 0.0091, |
|
"step": 6680 |
|
}, |
|
{ |
|
"epoch": 21.37, |
|
"learning_rate": 6.401609277008639e-05, |
|
"loss": 0.0003, |
|
"step": 6690 |
|
}, |
|
{ |
|
"epoch": 21.41, |
|
"learning_rate": 6.377943438646315e-05, |
|
"loss": 0.0, |
|
"step": 6700 |
|
}, |
|
{ |
|
"epoch": 21.44, |
|
"learning_rate": 6.35427760028399e-05, |
|
"loss": 0.0143, |
|
"step": 6710 |
|
}, |
|
{ |
|
"epoch": 21.47, |
|
"learning_rate": 6.330611761921666e-05, |
|
"loss": 0.0002, |
|
"step": 6720 |
|
}, |
|
{ |
|
"epoch": 21.5, |
|
"learning_rate": 6.306945923559342e-05, |
|
"loss": 0.0, |
|
"step": 6730 |
|
}, |
|
{ |
|
"epoch": 21.53, |
|
"learning_rate": 6.283280085197019e-05, |
|
"loss": 0.0, |
|
"step": 6740 |
|
}, |
|
{ |
|
"epoch": 21.57, |
|
"learning_rate": 6.259614246834694e-05, |
|
"loss": 0.0, |
|
"step": 6750 |
|
}, |
|
{ |
|
"epoch": 21.6, |
|
"learning_rate": 6.235948408472371e-05, |
|
"loss": 0.0, |
|
"step": 6760 |
|
}, |
|
{ |
|
"epoch": 21.63, |
|
"learning_rate": 6.212282570110046e-05, |
|
"loss": 0.0006, |
|
"step": 6770 |
|
}, |
|
{ |
|
"epoch": 21.66, |
|
"learning_rate": 6.188616731747723e-05, |
|
"loss": 0.0, |
|
"step": 6780 |
|
}, |
|
{ |
|
"epoch": 21.69, |
|
"learning_rate": 6.164950893385398e-05, |
|
"loss": 0.0002, |
|
"step": 6790 |
|
}, |
|
{ |
|
"epoch": 21.73, |
|
"learning_rate": 6.141285055023075e-05, |
|
"loss": 0.0001, |
|
"step": 6800 |
|
}, |
|
{ |
|
"epoch": 21.76, |
|
"learning_rate": 6.117619216660751e-05, |
|
"loss": 0.0, |
|
"step": 6810 |
|
}, |
|
{ |
|
"epoch": 21.79, |
|
"learning_rate": 6.093953378298427e-05, |
|
"loss": 0.0, |
|
"step": 6820 |
|
}, |
|
{ |
|
"epoch": 21.82, |
|
"learning_rate": 6.070287539936103e-05, |
|
"loss": 0.0038, |
|
"step": 6830 |
|
}, |
|
{ |
|
"epoch": 21.85, |
|
"learning_rate": 6.046621701573778e-05, |
|
"loss": 0.072, |
|
"step": 6840 |
|
}, |
|
{ |
|
"epoch": 21.88, |
|
"learning_rate": 6.022955863211455e-05, |
|
"loss": 0.0467, |
|
"step": 6850 |
|
}, |
|
{ |
|
"epoch": 21.92, |
|
"learning_rate": 5.9992900248491304e-05, |
|
"loss": 0.0134, |
|
"step": 6860 |
|
}, |
|
{ |
|
"epoch": 21.95, |
|
"learning_rate": 5.975624186486807e-05, |
|
"loss": 0.0026, |
|
"step": 6870 |
|
}, |
|
{ |
|
"epoch": 21.98, |
|
"learning_rate": 5.9519583481244824e-05, |
|
"loss": 0.0239, |
|
"step": 6880 |
|
}, |
|
{ |
|
"epoch": 22.0, |
|
"eval_accuracy": 0.9725, |
|
"eval_loss": 0.20680759847164154, |
|
"eval_runtime": 6.3851, |
|
"eval_samples_per_second": 62.646, |
|
"eval_steps_per_second": 7.831, |
|
"step": 6886 |
|
}, |
|
{ |
|
"epoch": 22.01, |
|
"learning_rate": 5.928292509762159e-05, |
|
"loss": 0.0005, |
|
"step": 6890 |
|
}, |
|
{ |
|
"epoch": 22.04, |
|
"learning_rate": 5.904626671399834e-05, |
|
"loss": 0.0217, |
|
"step": 6900 |
|
}, |
|
{ |
|
"epoch": 22.08, |
|
"learning_rate": 5.880960833037511e-05, |
|
"loss": 0.0035, |
|
"step": 6910 |
|
}, |
|
{ |
|
"epoch": 22.11, |
|
"learning_rate": 5.857294994675186e-05, |
|
"loss": 0.005, |
|
"step": 6920 |
|
}, |
|
{ |
|
"epoch": 22.14, |
|
"learning_rate": 5.833629156312863e-05, |
|
"loss": 0.0001, |
|
"step": 6930 |
|
}, |
|
{ |
|
"epoch": 22.17, |
|
"learning_rate": 5.809963317950539e-05, |
|
"loss": 0.0003, |
|
"step": 6940 |
|
}, |
|
{ |
|
"epoch": 22.2, |
|
"learning_rate": 5.786297479588215e-05, |
|
"loss": 0.0007, |
|
"step": 6950 |
|
}, |
|
{ |
|
"epoch": 22.24, |
|
"learning_rate": 5.762631641225891e-05, |
|
"loss": 0.0, |
|
"step": 6960 |
|
}, |
|
{ |
|
"epoch": 22.27, |
|
"learning_rate": 5.7389658028635665e-05, |
|
"loss": 0.0001, |
|
"step": 6970 |
|
}, |
|
{ |
|
"epoch": 22.3, |
|
"learning_rate": 5.715299964501243e-05, |
|
"loss": 0.0, |
|
"step": 6980 |
|
}, |
|
{ |
|
"epoch": 22.33, |
|
"learning_rate": 5.6916341261389185e-05, |
|
"loss": 0.0052, |
|
"step": 6990 |
|
}, |
|
{ |
|
"epoch": 22.36, |
|
"learning_rate": 5.667968287776595e-05, |
|
"loss": 0.0325, |
|
"step": 7000 |
|
}, |
|
{ |
|
"epoch": 22.4, |
|
"learning_rate": 5.6443024494142705e-05, |
|
"loss": 0.0003, |
|
"step": 7010 |
|
}, |
|
{ |
|
"epoch": 22.43, |
|
"learning_rate": 5.620636611051947e-05, |
|
"loss": 0.0037, |
|
"step": 7020 |
|
}, |
|
{ |
|
"epoch": 22.46, |
|
"learning_rate": 5.5969707726896224e-05, |
|
"loss": 0.0002, |
|
"step": 7030 |
|
}, |
|
{ |
|
"epoch": 22.49, |
|
"learning_rate": 5.5733049343272994e-05, |
|
"loss": 0.0245, |
|
"step": 7040 |
|
}, |
|
{ |
|
"epoch": 22.52, |
|
"learning_rate": 5.5496390959649744e-05, |
|
"loss": 0.0013, |
|
"step": 7050 |
|
}, |
|
{ |
|
"epoch": 22.56, |
|
"learning_rate": 5.5259732576026514e-05, |
|
"loss": 0.0097, |
|
"step": 7060 |
|
}, |
|
{ |
|
"epoch": 22.59, |
|
"learning_rate": 5.502307419240327e-05, |
|
"loss": 0.0006, |
|
"step": 7070 |
|
}, |
|
{ |
|
"epoch": 22.62, |
|
"learning_rate": 5.4786415808780034e-05, |
|
"loss": 0.0, |
|
"step": 7080 |
|
}, |
|
{ |
|
"epoch": 22.65, |
|
"learning_rate": 5.454975742515679e-05, |
|
"loss": 0.0004, |
|
"step": 7090 |
|
}, |
|
{ |
|
"epoch": 22.68, |
|
"learning_rate": 5.4313099041533546e-05, |
|
"loss": 0.0007, |
|
"step": 7100 |
|
}, |
|
{ |
|
"epoch": 22.72, |
|
"learning_rate": 5.407644065791031e-05, |
|
"loss": 0.0044, |
|
"step": 7110 |
|
}, |
|
{ |
|
"epoch": 22.75, |
|
"learning_rate": 5.3839782274287066e-05, |
|
"loss": 0.0003, |
|
"step": 7120 |
|
}, |
|
{ |
|
"epoch": 22.78, |
|
"learning_rate": 5.360312389066383e-05, |
|
"loss": 0.0, |
|
"step": 7130 |
|
}, |
|
{ |
|
"epoch": 22.81, |
|
"learning_rate": 5.3366465507040586e-05, |
|
"loss": 0.0026, |
|
"step": 7140 |
|
}, |
|
{ |
|
"epoch": 22.84, |
|
"learning_rate": 5.312980712341735e-05, |
|
"loss": 0.0, |
|
"step": 7150 |
|
}, |
|
{ |
|
"epoch": 22.88, |
|
"learning_rate": 5.2893148739794105e-05, |
|
"loss": 0.0019, |
|
"step": 7160 |
|
}, |
|
{ |
|
"epoch": 22.91, |
|
"learning_rate": 5.2656490356170875e-05, |
|
"loss": 0.0, |
|
"step": 7170 |
|
}, |
|
{ |
|
"epoch": 22.94, |
|
"learning_rate": 5.241983197254763e-05, |
|
"loss": 0.0001, |
|
"step": 7180 |
|
}, |
|
{ |
|
"epoch": 22.97, |
|
"learning_rate": 5.2183173588924395e-05, |
|
"loss": 0.0, |
|
"step": 7190 |
|
}, |
|
{ |
|
"epoch": 23.0, |
|
"eval_accuracy": 0.99, |
|
"eval_loss": 0.10589393973350525, |
|
"eval_runtime": 5.2362, |
|
"eval_samples_per_second": 76.391, |
|
"eval_steps_per_second": 9.549, |
|
"step": 7199 |
|
}, |
|
{ |
|
"epoch": 23.0, |
|
"learning_rate": 5.194651520530115e-05, |
|
"loss": 0.0, |
|
"step": 7200 |
|
}, |
|
{ |
|
"epoch": 23.04, |
|
"learning_rate": 5.1709856821677915e-05, |
|
"loss": 0.0003, |
|
"step": 7210 |
|
}, |
|
{ |
|
"epoch": 23.07, |
|
"learning_rate": 5.147319843805467e-05, |
|
"loss": 0.0003, |
|
"step": 7220 |
|
}, |
|
{ |
|
"epoch": 23.1, |
|
"learning_rate": 5.123654005443143e-05, |
|
"loss": 0.0, |
|
"step": 7230 |
|
}, |
|
{ |
|
"epoch": 23.13, |
|
"learning_rate": 5.099988167080819e-05, |
|
"loss": 0.0, |
|
"step": 7240 |
|
}, |
|
{ |
|
"epoch": 23.16, |
|
"learning_rate": 5.076322328718495e-05, |
|
"loss": 0.0016, |
|
"step": 7250 |
|
}, |
|
{ |
|
"epoch": 23.19, |
|
"learning_rate": 5.052656490356171e-05, |
|
"loss": 0.0003, |
|
"step": 7260 |
|
}, |
|
{ |
|
"epoch": 23.23, |
|
"learning_rate": 5.028990651993847e-05, |
|
"loss": 0.0002, |
|
"step": 7270 |
|
}, |
|
{ |
|
"epoch": 23.26, |
|
"learning_rate": 5.0053248136315237e-05, |
|
"loss": 0.0058, |
|
"step": 7280 |
|
}, |
|
{ |
|
"epoch": 23.29, |
|
"learning_rate": 4.9816589752691986e-05, |
|
"loss": 0.0, |
|
"step": 7290 |
|
}, |
|
{ |
|
"epoch": 23.32, |
|
"learning_rate": 4.957993136906875e-05, |
|
"loss": 0.0001, |
|
"step": 7300 |
|
}, |
|
{ |
|
"epoch": 23.35, |
|
"learning_rate": 4.934327298544551e-05, |
|
"loss": 0.0085, |
|
"step": 7310 |
|
}, |
|
{ |
|
"epoch": 23.39, |
|
"learning_rate": 4.910661460182227e-05, |
|
"loss": 0.0073, |
|
"step": 7320 |
|
}, |
|
{ |
|
"epoch": 23.42, |
|
"learning_rate": 4.886995621819903e-05, |
|
"loss": 0.0076, |
|
"step": 7330 |
|
}, |
|
{ |
|
"epoch": 23.45, |
|
"learning_rate": 4.863329783457579e-05, |
|
"loss": 0.0, |
|
"step": 7340 |
|
}, |
|
{ |
|
"epoch": 23.48, |
|
"learning_rate": 4.839663945095255e-05, |
|
"loss": 0.0, |
|
"step": 7350 |
|
}, |
|
{ |
|
"epoch": 23.51, |
|
"learning_rate": 4.8159981067329315e-05, |
|
"loss": 0.0, |
|
"step": 7360 |
|
}, |
|
{ |
|
"epoch": 23.55, |
|
"learning_rate": 4.792332268370607e-05, |
|
"loss": 0.0002, |
|
"step": 7370 |
|
}, |
|
{ |
|
"epoch": 23.58, |
|
"learning_rate": 4.7686664300082835e-05, |
|
"loss": 0.0, |
|
"step": 7380 |
|
}, |
|
{ |
|
"epoch": 23.61, |
|
"learning_rate": 4.745000591645959e-05, |
|
"loss": 0.0, |
|
"step": 7390 |
|
}, |
|
{ |
|
"epoch": 23.64, |
|
"learning_rate": 4.7213347532836354e-05, |
|
"loss": 0.0, |
|
"step": 7400 |
|
}, |
|
{ |
|
"epoch": 23.67, |
|
"learning_rate": 4.697668914921312e-05, |
|
"loss": 0.0001, |
|
"step": 7410 |
|
}, |
|
{ |
|
"epoch": 23.71, |
|
"learning_rate": 4.674003076558987e-05, |
|
"loss": 0.0027, |
|
"step": 7420 |
|
}, |
|
{ |
|
"epoch": 23.74, |
|
"learning_rate": 4.650337238196663e-05, |
|
"loss": 0.0, |
|
"step": 7430 |
|
}, |
|
{ |
|
"epoch": 23.77, |
|
"learning_rate": 4.6266713998343394e-05, |
|
"loss": 0.0, |
|
"step": 7440 |
|
}, |
|
{ |
|
"epoch": 23.8, |
|
"learning_rate": 4.603005561472015e-05, |
|
"loss": 0.0, |
|
"step": 7450 |
|
}, |
|
{ |
|
"epoch": 23.83, |
|
"learning_rate": 4.579339723109691e-05, |
|
"loss": 0.0003, |
|
"step": 7460 |
|
}, |
|
{ |
|
"epoch": 23.87, |
|
"learning_rate": 4.5556738847473676e-05, |
|
"loss": 0.0, |
|
"step": 7470 |
|
}, |
|
{ |
|
"epoch": 23.9, |
|
"learning_rate": 4.532008046385043e-05, |
|
"loss": 0.0, |
|
"step": 7480 |
|
}, |
|
{ |
|
"epoch": 23.93, |
|
"learning_rate": 4.5083422080227196e-05, |
|
"loss": 0.0, |
|
"step": 7490 |
|
}, |
|
{ |
|
"epoch": 23.96, |
|
"learning_rate": 4.484676369660395e-05, |
|
"loss": 0.0, |
|
"step": 7500 |
|
}, |
|
{ |
|
"epoch": 23.99, |
|
"learning_rate": 4.4610105312980716e-05, |
|
"loss": 0.0, |
|
"step": 7510 |
|
}, |
|
{ |
|
"epoch": 24.0, |
|
"eval_accuracy": 0.9875, |
|
"eval_loss": 0.14845281839370728, |
|
"eval_runtime": 6.865, |
|
"eval_samples_per_second": 58.267, |
|
"eval_steps_per_second": 7.283, |
|
"step": 7512 |
|
}, |
|
{ |
|
"epoch": 24.03, |
|
"learning_rate": 4.437344692935748e-05, |
|
"loss": 0.0, |
|
"step": 7520 |
|
}, |
|
{ |
|
"epoch": 24.06, |
|
"learning_rate": 4.4136788545734235e-05, |
|
"loss": 0.0001, |
|
"step": 7530 |
|
}, |
|
{ |
|
"epoch": 24.09, |
|
"learning_rate": 4.3900130162111e-05, |
|
"loss": 0.0008, |
|
"step": 7540 |
|
}, |
|
{ |
|
"epoch": 24.12, |
|
"learning_rate": 4.3663471778487755e-05, |
|
"loss": 0.0, |
|
"step": 7550 |
|
}, |
|
{ |
|
"epoch": 24.15, |
|
"learning_rate": 4.342681339486451e-05, |
|
"loss": 0.0, |
|
"step": 7560 |
|
}, |
|
{ |
|
"epoch": 24.19, |
|
"learning_rate": 4.3190155011241275e-05, |
|
"loss": 0.0, |
|
"step": 7570 |
|
}, |
|
{ |
|
"epoch": 24.22, |
|
"learning_rate": 4.295349662761803e-05, |
|
"loss": 0.0, |
|
"step": 7580 |
|
}, |
|
{ |
|
"epoch": 24.25, |
|
"learning_rate": 4.2716838243994794e-05, |
|
"loss": 0.0, |
|
"step": 7590 |
|
}, |
|
{ |
|
"epoch": 24.28, |
|
"learning_rate": 4.248017986037156e-05, |
|
"loss": 0.0001, |
|
"step": 7600 |
|
}, |
|
{ |
|
"epoch": 24.31, |
|
"learning_rate": 4.2243521476748314e-05, |
|
"loss": 0.0059, |
|
"step": 7610 |
|
}, |
|
{ |
|
"epoch": 24.35, |
|
"learning_rate": 4.200686309312508e-05, |
|
"loss": 0.0, |
|
"step": 7620 |
|
}, |
|
{ |
|
"epoch": 24.38, |
|
"learning_rate": 4.1770204709501833e-05, |
|
"loss": 0.0038, |
|
"step": 7630 |
|
}, |
|
{ |
|
"epoch": 24.41, |
|
"learning_rate": 4.15335463258786e-05, |
|
"loss": 0.0, |
|
"step": 7640 |
|
}, |
|
{ |
|
"epoch": 24.44, |
|
"learning_rate": 4.129688794225536e-05, |
|
"loss": 0.0, |
|
"step": 7650 |
|
}, |
|
{ |
|
"epoch": 24.47, |
|
"learning_rate": 4.1060229558632116e-05, |
|
"loss": 0.0, |
|
"step": 7660 |
|
}, |
|
{ |
|
"epoch": 24.5, |
|
"learning_rate": 4.082357117500888e-05, |
|
"loss": 0.0, |
|
"step": 7670 |
|
}, |
|
{ |
|
"epoch": 24.54, |
|
"learning_rate": 4.058691279138564e-05, |
|
"loss": 0.0002, |
|
"step": 7680 |
|
}, |
|
{ |
|
"epoch": 24.57, |
|
"learning_rate": 4.035025440776239e-05, |
|
"loss": 0.0, |
|
"step": 7690 |
|
}, |
|
{ |
|
"epoch": 24.6, |
|
"learning_rate": 4.0113596024139156e-05, |
|
"loss": 0.0, |
|
"step": 7700 |
|
}, |
|
{ |
|
"epoch": 24.63, |
|
"learning_rate": 3.987693764051592e-05, |
|
"loss": 0.0, |
|
"step": 7710 |
|
}, |
|
{ |
|
"epoch": 24.66, |
|
"learning_rate": 3.9640279256892675e-05, |
|
"loss": 0.0, |
|
"step": 7720 |
|
}, |
|
{ |
|
"epoch": 24.7, |
|
"learning_rate": 3.940362087326944e-05, |
|
"loss": 0.0001, |
|
"step": 7730 |
|
}, |
|
{ |
|
"epoch": 24.73, |
|
"learning_rate": 3.9166962489646195e-05, |
|
"loss": 0.0005, |
|
"step": 7740 |
|
}, |
|
{ |
|
"epoch": 24.76, |
|
"learning_rate": 3.893030410602296e-05, |
|
"loss": 0.0, |
|
"step": 7750 |
|
}, |
|
{ |
|
"epoch": 24.79, |
|
"learning_rate": 3.869364572239972e-05, |
|
"loss": 0.0001, |
|
"step": 7760 |
|
}, |
|
{ |
|
"epoch": 24.82, |
|
"learning_rate": 3.845698733877648e-05, |
|
"loss": 0.0, |
|
"step": 7770 |
|
}, |
|
{ |
|
"epoch": 24.86, |
|
"learning_rate": 3.822032895515324e-05, |
|
"loss": 0.0, |
|
"step": 7780 |
|
}, |
|
{ |
|
"epoch": 24.89, |
|
"learning_rate": 3.798367057153e-05, |
|
"loss": 0.0, |
|
"step": 7790 |
|
}, |
|
{ |
|
"epoch": 24.92, |
|
"learning_rate": 3.774701218790676e-05, |
|
"loss": 0.0, |
|
"step": 7800 |
|
}, |
|
{ |
|
"epoch": 24.95, |
|
"learning_rate": 3.7510353804283524e-05, |
|
"loss": 0.0245, |
|
"step": 7810 |
|
}, |
|
{ |
|
"epoch": 24.98, |
|
"learning_rate": 3.727369542066027e-05, |
|
"loss": 0.0, |
|
"step": 7820 |
|
}, |
|
{ |
|
"epoch": 25.0, |
|
"eval_accuracy": 0.99, |
|
"eval_loss": 0.15507297217845917, |
|
"eval_runtime": 5.1221, |
|
"eval_samples_per_second": 78.093, |
|
"eval_steps_per_second": 9.762, |
|
"step": 7825 |
|
}, |
|
{ |
|
"epoch": 25.02, |
|
"learning_rate": 3.7037037037037037e-05, |
|
"loss": 0.0, |
|
"step": 7830 |
|
}, |
|
{ |
|
"epoch": 25.05, |
|
"learning_rate": 3.68003786534138e-05, |
|
"loss": 0.0, |
|
"step": 7840 |
|
}, |
|
{ |
|
"epoch": 25.08, |
|
"learning_rate": 3.6563720269790556e-05, |
|
"loss": 0.0, |
|
"step": 7850 |
|
}, |
|
{ |
|
"epoch": 25.11, |
|
"learning_rate": 3.632706188616732e-05, |
|
"loss": 0.0, |
|
"step": 7860 |
|
}, |
|
{ |
|
"epoch": 25.14, |
|
"learning_rate": 3.6090403502544076e-05, |
|
"loss": 0.0, |
|
"step": 7870 |
|
}, |
|
{ |
|
"epoch": 25.18, |
|
"learning_rate": 3.585374511892084e-05, |
|
"loss": 0.0, |
|
"step": 7880 |
|
}, |
|
{ |
|
"epoch": 25.21, |
|
"learning_rate": 3.56170867352976e-05, |
|
"loss": 0.0, |
|
"step": 7890 |
|
}, |
|
{ |
|
"epoch": 25.24, |
|
"learning_rate": 3.538042835167436e-05, |
|
"loss": 0.0, |
|
"step": 7900 |
|
}, |
|
{ |
|
"epoch": 25.27, |
|
"learning_rate": 3.514376996805112e-05, |
|
"loss": 0.0, |
|
"step": 7910 |
|
}, |
|
{ |
|
"epoch": 25.3, |
|
"learning_rate": 3.4907111584427885e-05, |
|
"loss": 0.0, |
|
"step": 7920 |
|
}, |
|
{ |
|
"epoch": 25.34, |
|
"learning_rate": 3.467045320080464e-05, |
|
"loss": 0.0, |
|
"step": 7930 |
|
}, |
|
{ |
|
"epoch": 25.37, |
|
"learning_rate": 3.4433794817181405e-05, |
|
"loss": 0.0, |
|
"step": 7940 |
|
}, |
|
{ |
|
"epoch": 25.4, |
|
"learning_rate": 3.419713643355816e-05, |
|
"loss": 0.0033, |
|
"step": 7950 |
|
}, |
|
{ |
|
"epoch": 25.43, |
|
"learning_rate": 3.396047804993492e-05, |
|
"loss": 0.0, |
|
"step": 7960 |
|
}, |
|
{ |
|
"epoch": 25.46, |
|
"learning_rate": 3.372381966631168e-05, |
|
"loss": 0.0, |
|
"step": 7970 |
|
}, |
|
{ |
|
"epoch": 25.5, |
|
"learning_rate": 3.348716128268844e-05, |
|
"loss": 0.0, |
|
"step": 7980 |
|
}, |
|
{ |
|
"epoch": 25.53, |
|
"learning_rate": 3.32505028990652e-05, |
|
"loss": 0.0, |
|
"step": 7990 |
|
}, |
|
{ |
|
"epoch": 25.56, |
|
"learning_rate": 3.3013844515441964e-05, |
|
"loss": 0.0071, |
|
"step": 8000 |
|
}, |
|
{ |
|
"epoch": 25.59, |
|
"learning_rate": 3.277718613181872e-05, |
|
"loss": 0.0, |
|
"step": 8010 |
|
}, |
|
{ |
|
"epoch": 25.62, |
|
"learning_rate": 3.254052774819548e-05, |
|
"loss": 0.0001, |
|
"step": 8020 |
|
}, |
|
{ |
|
"epoch": 25.65, |
|
"learning_rate": 3.230386936457224e-05, |
|
"loss": 0.0, |
|
"step": 8030 |
|
}, |
|
{ |
|
"epoch": 25.69, |
|
"learning_rate": 3.2067210980949e-05, |
|
"loss": 0.0, |
|
"step": 8040 |
|
}, |
|
{ |
|
"epoch": 25.72, |
|
"learning_rate": 3.1830552597325766e-05, |
|
"loss": 0.0, |
|
"step": 8050 |
|
}, |
|
{ |
|
"epoch": 25.75, |
|
"learning_rate": 3.159389421370252e-05, |
|
"loss": 0.0, |
|
"step": 8060 |
|
}, |
|
{ |
|
"epoch": 25.78, |
|
"learning_rate": 3.1357235830079286e-05, |
|
"loss": 0.0, |
|
"step": 8070 |
|
}, |
|
{ |
|
"epoch": 25.81, |
|
"learning_rate": 3.112057744645604e-05, |
|
"loss": 0.0, |
|
"step": 8080 |
|
}, |
|
{ |
|
"epoch": 25.85, |
|
"learning_rate": 3.08839190628328e-05, |
|
"loss": 0.0001, |
|
"step": 8090 |
|
}, |
|
{ |
|
"epoch": 25.88, |
|
"learning_rate": 3.064726067920956e-05, |
|
"loss": 0.0002, |
|
"step": 8100 |
|
}, |
|
{ |
|
"epoch": 25.91, |
|
"learning_rate": 3.041060229558632e-05, |
|
"loss": 0.0, |
|
"step": 8110 |
|
}, |
|
{ |
|
"epoch": 25.94, |
|
"learning_rate": 3.017394391196308e-05, |
|
"loss": 0.0, |
|
"step": 8120 |
|
}, |
|
{ |
|
"epoch": 25.97, |
|
"learning_rate": 2.993728552833984e-05, |
|
"loss": 0.0, |
|
"step": 8130 |
|
}, |
|
{ |
|
"epoch": 26.0, |
|
"eval_accuracy": 0.99, |
|
"eval_loss": 0.14341458678245544, |
|
"eval_runtime": 6.8347, |
|
"eval_samples_per_second": 58.525, |
|
"eval_steps_per_second": 7.316, |
|
"step": 8138 |
|
}, |
|
{ |
|
"epoch": 26.01, |
|
"learning_rate": 2.9700627144716604e-05, |
|
"loss": 0.0, |
|
"step": 8140 |
|
}, |
|
{ |
|
"epoch": 26.04, |
|
"learning_rate": 2.9463968761093364e-05, |
|
"loss": 0.0, |
|
"step": 8150 |
|
}, |
|
{ |
|
"epoch": 26.07, |
|
"learning_rate": 2.9227310377470124e-05, |
|
"loss": 0.0, |
|
"step": 8160 |
|
}, |
|
{ |
|
"epoch": 26.1, |
|
"learning_rate": 2.8990651993846884e-05, |
|
"loss": 0.0, |
|
"step": 8170 |
|
}, |
|
{ |
|
"epoch": 26.13, |
|
"learning_rate": 2.8753993610223644e-05, |
|
"loss": 0.0, |
|
"step": 8180 |
|
}, |
|
{ |
|
"epoch": 26.17, |
|
"learning_rate": 2.8517335226600407e-05, |
|
"loss": 0.0, |
|
"step": 8190 |
|
}, |
|
{ |
|
"epoch": 26.2, |
|
"learning_rate": 2.8280676842977167e-05, |
|
"loss": 0.0, |
|
"step": 8200 |
|
}, |
|
{ |
|
"epoch": 26.23, |
|
"learning_rate": 2.804401845935392e-05, |
|
"loss": 0.0, |
|
"step": 8210 |
|
}, |
|
{ |
|
"epoch": 26.26, |
|
"learning_rate": 2.7807360075730683e-05, |
|
"loss": 0.0, |
|
"step": 8220 |
|
}, |
|
{ |
|
"epoch": 26.29, |
|
"learning_rate": 2.7570701692107443e-05, |
|
"loss": 0.0, |
|
"step": 8230 |
|
}, |
|
{ |
|
"epoch": 26.33, |
|
"learning_rate": 2.7334043308484202e-05, |
|
"loss": 0.0, |
|
"step": 8240 |
|
}, |
|
{ |
|
"epoch": 26.36, |
|
"learning_rate": 2.7097384924860962e-05, |
|
"loss": 0.0, |
|
"step": 8250 |
|
}, |
|
{ |
|
"epoch": 26.39, |
|
"learning_rate": 2.6860726541237726e-05, |
|
"loss": 0.0, |
|
"step": 8260 |
|
}, |
|
{ |
|
"epoch": 26.42, |
|
"learning_rate": 2.6624068157614485e-05, |
|
"loss": 0.0001, |
|
"step": 8270 |
|
}, |
|
{ |
|
"epoch": 26.45, |
|
"learning_rate": 2.6387409773991245e-05, |
|
"loss": 0.0, |
|
"step": 8280 |
|
}, |
|
{ |
|
"epoch": 26.49, |
|
"learning_rate": 2.6150751390368005e-05, |
|
"loss": 0.0, |
|
"step": 8290 |
|
}, |
|
{ |
|
"epoch": 26.52, |
|
"learning_rate": 2.5914093006744765e-05, |
|
"loss": 0.0, |
|
"step": 8300 |
|
}, |
|
{ |
|
"epoch": 26.55, |
|
"learning_rate": 2.5677434623121528e-05, |
|
"loss": 0.0, |
|
"step": 8310 |
|
}, |
|
{ |
|
"epoch": 26.58, |
|
"learning_rate": 2.5440776239498288e-05, |
|
"loss": 0.0, |
|
"step": 8320 |
|
}, |
|
{ |
|
"epoch": 26.61, |
|
"learning_rate": 2.5204117855875048e-05, |
|
"loss": 0.0001, |
|
"step": 8330 |
|
}, |
|
{ |
|
"epoch": 26.65, |
|
"learning_rate": 2.4967459472251804e-05, |
|
"loss": 0.0, |
|
"step": 8340 |
|
}, |
|
{ |
|
"epoch": 26.68, |
|
"learning_rate": 2.4730801088628567e-05, |
|
"loss": 0.0, |
|
"step": 8350 |
|
}, |
|
{ |
|
"epoch": 26.71, |
|
"learning_rate": 2.4494142705005327e-05, |
|
"loss": 0.0, |
|
"step": 8360 |
|
}, |
|
{ |
|
"epoch": 26.74, |
|
"learning_rate": 2.4257484321382087e-05, |
|
"loss": 0.0, |
|
"step": 8370 |
|
}, |
|
{ |
|
"epoch": 26.77, |
|
"learning_rate": 2.4020825937758847e-05, |
|
"loss": 0.0, |
|
"step": 8380 |
|
}, |
|
{ |
|
"epoch": 26.81, |
|
"learning_rate": 2.3784167554135606e-05, |
|
"loss": 0.0, |
|
"step": 8390 |
|
}, |
|
{ |
|
"epoch": 26.84, |
|
"learning_rate": 2.3547509170512366e-05, |
|
"loss": 0.0, |
|
"step": 8400 |
|
}, |
|
{ |
|
"epoch": 26.87, |
|
"learning_rate": 2.3310850786889126e-05, |
|
"loss": 0.0, |
|
"step": 8410 |
|
}, |
|
{ |
|
"epoch": 26.9, |
|
"learning_rate": 2.3074192403265886e-05, |
|
"loss": 0.0, |
|
"step": 8420 |
|
}, |
|
{ |
|
"epoch": 26.93, |
|
"learning_rate": 2.283753401964265e-05, |
|
"loss": 0.0, |
|
"step": 8430 |
|
}, |
|
{ |
|
"epoch": 26.96, |
|
"learning_rate": 2.2600875636019406e-05, |
|
"loss": 0.0015, |
|
"step": 8440 |
|
}, |
|
{ |
|
"epoch": 27.0, |
|
"learning_rate": 2.2364217252396165e-05, |
|
"loss": 0.0001, |
|
"step": 8450 |
|
}, |
|
{ |
|
"epoch": 27.0, |
|
"eval_accuracy": 0.99, |
|
"eval_loss": 0.1398298293352127, |
|
"eval_runtime": 5.1804, |
|
"eval_samples_per_second": 77.213, |
|
"eval_steps_per_second": 9.652, |
|
"step": 8451 |
|
}, |
|
{ |
|
"epoch": 27.03, |
|
"learning_rate": 2.2127558868772925e-05, |
|
"loss": 0.0, |
|
"step": 8460 |
|
}, |
|
{ |
|
"epoch": 27.06, |
|
"learning_rate": 2.189090048514969e-05, |
|
"loss": 0.0, |
|
"step": 8470 |
|
}, |
|
{ |
|
"epoch": 27.09, |
|
"learning_rate": 2.1654242101526448e-05, |
|
"loss": 0.0, |
|
"step": 8480 |
|
}, |
|
{ |
|
"epoch": 27.12, |
|
"learning_rate": 2.1417583717903208e-05, |
|
"loss": 0.0007, |
|
"step": 8490 |
|
}, |
|
{ |
|
"epoch": 27.16, |
|
"learning_rate": 2.1180925334279968e-05, |
|
"loss": 0.0, |
|
"step": 8500 |
|
}, |
|
{ |
|
"epoch": 27.19, |
|
"learning_rate": 2.0944266950656728e-05, |
|
"loss": 0.0, |
|
"step": 8510 |
|
}, |
|
{ |
|
"epoch": 27.22, |
|
"learning_rate": 2.0707608567033487e-05, |
|
"loss": 0.0, |
|
"step": 8520 |
|
}, |
|
{ |
|
"epoch": 27.25, |
|
"learning_rate": 2.0470950183410247e-05, |
|
"loss": 0.0, |
|
"step": 8530 |
|
}, |
|
{ |
|
"epoch": 27.28, |
|
"learning_rate": 2.0234291799787007e-05, |
|
"loss": 0.0, |
|
"step": 8540 |
|
}, |
|
{ |
|
"epoch": 27.32, |
|
"learning_rate": 1.999763341616377e-05, |
|
"loss": 0.0, |
|
"step": 8550 |
|
}, |
|
{ |
|
"epoch": 27.35, |
|
"learning_rate": 1.976097503254053e-05, |
|
"loss": 0.0, |
|
"step": 8560 |
|
}, |
|
{ |
|
"epoch": 27.38, |
|
"learning_rate": 1.952431664891729e-05, |
|
"loss": 0.0, |
|
"step": 8570 |
|
}, |
|
{ |
|
"epoch": 27.41, |
|
"learning_rate": 1.9287658265294046e-05, |
|
"loss": 0.0019, |
|
"step": 8580 |
|
}, |
|
{ |
|
"epoch": 27.44, |
|
"learning_rate": 1.905099988167081e-05, |
|
"loss": 0.0, |
|
"step": 8590 |
|
}, |
|
{ |
|
"epoch": 27.48, |
|
"learning_rate": 1.881434149804757e-05, |
|
"loss": 0.0, |
|
"step": 8600 |
|
}, |
|
{ |
|
"epoch": 27.51, |
|
"learning_rate": 1.857768311442433e-05, |
|
"loss": 0.0002, |
|
"step": 8610 |
|
}, |
|
{ |
|
"epoch": 27.54, |
|
"learning_rate": 1.834102473080109e-05, |
|
"loss": 0.0, |
|
"step": 8620 |
|
}, |
|
{ |
|
"epoch": 27.57, |
|
"learning_rate": 1.8104366347177852e-05, |
|
"loss": 0.0, |
|
"step": 8630 |
|
}, |
|
{ |
|
"epoch": 27.6, |
|
"learning_rate": 1.786770796355461e-05, |
|
"loss": 0.0001, |
|
"step": 8640 |
|
}, |
|
{ |
|
"epoch": 27.64, |
|
"learning_rate": 1.763104957993137e-05, |
|
"loss": 0.0031, |
|
"step": 8650 |
|
}, |
|
{ |
|
"epoch": 27.67, |
|
"learning_rate": 1.7394391196308128e-05, |
|
"loss": 0.0, |
|
"step": 8660 |
|
}, |
|
{ |
|
"epoch": 27.7, |
|
"learning_rate": 1.715773281268489e-05, |
|
"loss": 0.0, |
|
"step": 8670 |
|
}, |
|
{ |
|
"epoch": 27.73, |
|
"learning_rate": 1.692107442906165e-05, |
|
"loss": 0.0, |
|
"step": 8680 |
|
}, |
|
{ |
|
"epoch": 27.76, |
|
"learning_rate": 1.668441604543841e-05, |
|
"loss": 0.0, |
|
"step": 8690 |
|
}, |
|
{ |
|
"epoch": 27.8, |
|
"learning_rate": 1.644775766181517e-05, |
|
"loss": 0.0, |
|
"step": 8700 |
|
}, |
|
{ |
|
"epoch": 27.83, |
|
"learning_rate": 1.621109927819193e-05, |
|
"loss": 0.0, |
|
"step": 8710 |
|
}, |
|
{ |
|
"epoch": 27.86, |
|
"learning_rate": 1.597444089456869e-05, |
|
"loss": 0.0, |
|
"step": 8720 |
|
}, |
|
{ |
|
"epoch": 27.89, |
|
"learning_rate": 1.573778251094545e-05, |
|
"loss": 0.0, |
|
"step": 8730 |
|
}, |
|
{ |
|
"epoch": 27.92, |
|
"learning_rate": 1.550112412732221e-05, |
|
"loss": 0.0, |
|
"step": 8740 |
|
}, |
|
{ |
|
"epoch": 27.96, |
|
"learning_rate": 1.5264465743698973e-05, |
|
"loss": 0.0, |
|
"step": 8750 |
|
}, |
|
{ |
|
"epoch": 27.99, |
|
"learning_rate": 1.5027807360075733e-05, |
|
"loss": 0.0, |
|
"step": 8760 |
|
}, |
|
{ |
|
"epoch": 28.0, |
|
"eval_accuracy": 0.99, |
|
"eval_loss": 0.13574786484241486, |
|
"eval_runtime": 6.1395, |
|
"eval_samples_per_second": 65.152, |
|
"eval_steps_per_second": 8.144, |
|
"step": 8764 |
|
}, |
|
{ |
|
"epoch": 28.02, |
|
"learning_rate": 1.479114897645249e-05, |
|
"loss": 0.0, |
|
"step": 8770 |
|
}, |
|
{ |
|
"epoch": 28.05, |
|
"learning_rate": 1.4554490592829251e-05, |
|
"loss": 0.0, |
|
"step": 8780 |
|
}, |
|
{ |
|
"epoch": 28.08, |
|
"learning_rate": 1.4317832209206011e-05, |
|
"loss": 0.0, |
|
"step": 8790 |
|
}, |
|
{ |
|
"epoch": 28.12, |
|
"learning_rate": 1.4081173825582772e-05, |
|
"loss": 0.0, |
|
"step": 8800 |
|
}, |
|
{ |
|
"epoch": 28.15, |
|
"learning_rate": 1.3844515441959532e-05, |
|
"loss": 0.0, |
|
"step": 8810 |
|
}, |
|
{ |
|
"epoch": 28.18, |
|
"learning_rate": 1.3607857058336294e-05, |
|
"loss": 0.0, |
|
"step": 8820 |
|
}, |
|
{ |
|
"epoch": 28.21, |
|
"learning_rate": 1.3371198674713054e-05, |
|
"loss": 0.0, |
|
"step": 8830 |
|
}, |
|
{ |
|
"epoch": 28.24, |
|
"learning_rate": 1.3134540291089812e-05, |
|
"loss": 0.0033, |
|
"step": 8840 |
|
}, |
|
{ |
|
"epoch": 28.27, |
|
"learning_rate": 1.2897881907466571e-05, |
|
"loss": 0.0, |
|
"step": 8850 |
|
}, |
|
{ |
|
"epoch": 28.31, |
|
"learning_rate": 1.2661223523843333e-05, |
|
"loss": 0.0, |
|
"step": 8860 |
|
}, |
|
{ |
|
"epoch": 28.34, |
|
"learning_rate": 1.2424565140220093e-05, |
|
"loss": 0.0, |
|
"step": 8870 |
|
}, |
|
{ |
|
"epoch": 28.37, |
|
"learning_rate": 1.2187906756596854e-05, |
|
"loss": 0.0, |
|
"step": 8880 |
|
}, |
|
{ |
|
"epoch": 28.4, |
|
"learning_rate": 1.1951248372973612e-05, |
|
"loss": 0.0, |
|
"step": 8890 |
|
}, |
|
{ |
|
"epoch": 28.43, |
|
"learning_rate": 1.1714589989350374e-05, |
|
"loss": 0.0, |
|
"step": 8900 |
|
}, |
|
{ |
|
"epoch": 28.47, |
|
"learning_rate": 1.1477931605727134e-05, |
|
"loss": 0.0, |
|
"step": 8910 |
|
}, |
|
{ |
|
"epoch": 28.5, |
|
"learning_rate": 1.1241273222103894e-05, |
|
"loss": 0.0, |
|
"step": 8920 |
|
}, |
|
{ |
|
"epoch": 28.53, |
|
"learning_rate": 1.1004614838480653e-05, |
|
"loss": 0.0, |
|
"step": 8930 |
|
}, |
|
{ |
|
"epoch": 28.56, |
|
"learning_rate": 1.0767956454857415e-05, |
|
"loss": 0.0001, |
|
"step": 8940 |
|
}, |
|
{ |
|
"epoch": 28.59, |
|
"learning_rate": 1.0531298071234175e-05, |
|
"loss": 0.0, |
|
"step": 8950 |
|
}, |
|
{ |
|
"epoch": 28.63, |
|
"learning_rate": 1.0294639687610935e-05, |
|
"loss": 0.0, |
|
"step": 8960 |
|
}, |
|
{ |
|
"epoch": 28.66, |
|
"learning_rate": 1.0057981303987694e-05, |
|
"loss": 0.0, |
|
"step": 8970 |
|
}, |
|
{ |
|
"epoch": 28.69, |
|
"learning_rate": 9.821322920364454e-06, |
|
"loss": 0.0, |
|
"step": 8980 |
|
}, |
|
{ |
|
"epoch": 28.72, |
|
"learning_rate": 9.584664536741214e-06, |
|
"loss": 0.0, |
|
"step": 8990 |
|
}, |
|
{ |
|
"epoch": 28.75, |
|
"learning_rate": 9.348006153117975e-06, |
|
"loss": 0.0, |
|
"step": 9000 |
|
}, |
|
{ |
|
"epoch": 28.79, |
|
"learning_rate": 9.111347769494735e-06, |
|
"loss": 0.0, |
|
"step": 9010 |
|
}, |
|
{ |
|
"epoch": 28.82, |
|
"learning_rate": 8.874689385871495e-06, |
|
"loss": 0.0, |
|
"step": 9020 |
|
}, |
|
{ |
|
"epoch": 28.85, |
|
"learning_rate": 8.638031002248255e-06, |
|
"loss": 0.0, |
|
"step": 9030 |
|
}, |
|
{ |
|
"epoch": 28.88, |
|
"learning_rate": 8.401372618625015e-06, |
|
"loss": 0.0, |
|
"step": 9040 |
|
}, |
|
{ |
|
"epoch": 28.91, |
|
"learning_rate": 8.164714235001775e-06, |
|
"loss": 0.0, |
|
"step": 9050 |
|
}, |
|
{ |
|
"epoch": 28.95, |
|
"learning_rate": 7.928055851378536e-06, |
|
"loss": 0.0, |
|
"step": 9060 |
|
}, |
|
{ |
|
"epoch": 28.98, |
|
"learning_rate": 7.691397467755296e-06, |
|
"loss": 0.0, |
|
"step": 9070 |
|
}, |
|
{ |
|
"epoch": 29.0, |
|
"eval_accuracy": 0.99, |
|
"eval_loss": 0.13164377212524414, |
|
"eval_runtime": 5.2001, |
|
"eval_samples_per_second": 76.922, |
|
"eval_steps_per_second": 9.615, |
|
"step": 9077 |
|
}, |
|
{ |
|
"epoch": 29.01, |
|
"learning_rate": 7.4547390841320565e-06, |
|
"loss": 0.0, |
|
"step": 9080 |
|
}, |
|
{ |
|
"epoch": 29.04, |
|
"learning_rate": 7.2180807005088155e-06, |
|
"loss": 0.0, |
|
"step": 9090 |
|
}, |
|
{ |
|
"epoch": 29.07, |
|
"learning_rate": 6.981422316885576e-06, |
|
"loss": 0.0, |
|
"step": 9100 |
|
}, |
|
{ |
|
"epoch": 29.11, |
|
"learning_rate": 6.744763933262337e-06, |
|
"loss": 0.0, |
|
"step": 9110 |
|
}, |
|
{ |
|
"epoch": 29.14, |
|
"learning_rate": 6.508105549639096e-06, |
|
"loss": 0.0, |
|
"step": 9120 |
|
}, |
|
{ |
|
"epoch": 29.17, |
|
"learning_rate": 6.2714471660158565e-06, |
|
"loss": 0.0016, |
|
"step": 9130 |
|
}, |
|
{ |
|
"epoch": 29.2, |
|
"learning_rate": 6.034788782392616e-06, |
|
"loss": 0.0, |
|
"step": 9140 |
|
}, |
|
{ |
|
"epoch": 29.23, |
|
"learning_rate": 5.798130398769377e-06, |
|
"loss": 0.0, |
|
"step": 9150 |
|
}, |
|
{ |
|
"epoch": 29.27, |
|
"learning_rate": 5.561472015146137e-06, |
|
"loss": 0.0, |
|
"step": 9160 |
|
}, |
|
{ |
|
"epoch": 29.3, |
|
"learning_rate": 5.324813631522897e-06, |
|
"loss": 0.0, |
|
"step": 9170 |
|
}, |
|
{ |
|
"epoch": 29.33, |
|
"learning_rate": 5.088155247899657e-06, |
|
"loss": 0.0, |
|
"step": 9180 |
|
}, |
|
{ |
|
"epoch": 29.36, |
|
"learning_rate": 4.851496864276417e-06, |
|
"loss": 0.0, |
|
"step": 9190 |
|
}, |
|
{ |
|
"epoch": 29.39, |
|
"learning_rate": 4.614838480653178e-06, |
|
"loss": 0.0, |
|
"step": 9200 |
|
}, |
|
{ |
|
"epoch": 29.42, |
|
"learning_rate": 4.3781800970299375e-06, |
|
"loss": 0.0, |
|
"step": 9210 |
|
}, |
|
{ |
|
"epoch": 29.46, |
|
"learning_rate": 4.141521713406698e-06, |
|
"loss": 0.0, |
|
"step": 9220 |
|
}, |
|
{ |
|
"epoch": 29.49, |
|
"learning_rate": 3.904863329783458e-06, |
|
"loss": 0.0, |
|
"step": 9230 |
|
}, |
|
{ |
|
"epoch": 29.52, |
|
"learning_rate": 3.668204946160218e-06, |
|
"loss": 0.0, |
|
"step": 9240 |
|
}, |
|
{ |
|
"epoch": 29.55, |
|
"learning_rate": 3.431546562536978e-06, |
|
"loss": 0.0, |
|
"step": 9250 |
|
}, |
|
{ |
|
"epoch": 29.58, |
|
"learning_rate": 3.194888178913738e-06, |
|
"loss": 0.0, |
|
"step": 9260 |
|
}, |
|
{ |
|
"epoch": 29.62, |
|
"learning_rate": 2.958229795290498e-06, |
|
"loss": 0.0, |
|
"step": 9270 |
|
}, |
|
{ |
|
"epoch": 29.65, |
|
"learning_rate": 2.7215714116672583e-06, |
|
"loss": 0.0, |
|
"step": 9280 |
|
}, |
|
{ |
|
"epoch": 29.68, |
|
"learning_rate": 2.4849130280440186e-06, |
|
"loss": 0.0, |
|
"step": 9290 |
|
}, |
|
{ |
|
"epoch": 29.71, |
|
"learning_rate": 2.248254644420779e-06, |
|
"loss": 0.0, |
|
"step": 9300 |
|
}, |
|
{ |
|
"epoch": 29.74, |
|
"learning_rate": 2.0115962607975386e-06, |
|
"loss": 0.0, |
|
"step": 9310 |
|
}, |
|
{ |
|
"epoch": 29.78, |
|
"learning_rate": 1.7749378771742989e-06, |
|
"loss": 0.0, |
|
"step": 9320 |
|
}, |
|
{ |
|
"epoch": 29.81, |
|
"learning_rate": 1.538279493551059e-06, |
|
"loss": 0.0, |
|
"step": 9330 |
|
}, |
|
{ |
|
"epoch": 29.84, |
|
"learning_rate": 1.3016211099278191e-06, |
|
"loss": 0.0, |
|
"step": 9340 |
|
}, |
|
{ |
|
"epoch": 29.87, |
|
"learning_rate": 1.0649627263045794e-06, |
|
"loss": 0.0, |
|
"step": 9350 |
|
}, |
|
{ |
|
"epoch": 29.9, |
|
"learning_rate": 8.283043426813395e-07, |
|
"loss": 0.0, |
|
"step": 9360 |
|
}, |
|
{ |
|
"epoch": 29.94, |
|
"learning_rate": 5.916459590580996e-07, |
|
"loss": 0.0, |
|
"step": 9370 |
|
}, |
|
{ |
|
"epoch": 29.97, |
|
"learning_rate": 3.549875754348598e-07, |
|
"loss": 0.0, |
|
"step": 9380 |
|
}, |
|
{ |
|
"epoch": 30.0, |
|
"learning_rate": 1.1832919181161993e-07, |
|
"loss": 0.0, |
|
"step": 9390 |
|
}, |
|
{ |
|
"epoch": 30.0, |
|
"eval_accuracy": 0.9925, |
|
"eval_loss": 0.12477295100688934, |
|
"eval_runtime": 5.3362, |
|
"eval_samples_per_second": 74.96, |
|
"eval_steps_per_second": 9.37, |
|
"step": 9390 |
|
}, |
|
{ |
|
"epoch": 30.0, |
|
"step": 9390, |
|
"total_flos": 2.3515974247797965e+19, |
|
"train_loss": 0.07091858377127398, |
|
"train_runtime": 7238.3055, |
|
"train_samples_per_second": 41.467, |
|
"train_steps_per_second": 1.297 |
|
} |
|
], |
|
"logging_steps": 10, |
|
"max_steps": 9390, |
|
"num_train_epochs": 30, |
|
"save_steps": 500, |
|
"total_flos": 2.3515974247797965e+19, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|