{ "best_metric": 0.9083333333333333, "best_model_checkpoint": "SHREC_PSTTransformer_0.1_32_300_encoder_only/checkpoint-16554", "epoch": 267.0, "global_step": 16554, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.16, "learning_rate": 0.0005376344086021506, "loss": 3.7532, "step": 10 }, { "epoch": 0.32, "learning_rate": 0.0010752688172043013, "loss": 3.7119, "step": 20 }, { "epoch": 0.48, "learning_rate": 0.0016129032258064516, "loss": 3.6024, "step": 30 }, { "epoch": 0.65, "learning_rate": 0.0021505376344086026, "loss": 3.5519, "step": 40 }, { "epoch": 0.81, "learning_rate": 0.002688172043010753, "loss": 3.4828, "step": 50 }, { "epoch": 0.97, "learning_rate": 0.0032258064516129032, "loss": 3.6167, "step": 60 }, { "epoch": 1.0, "eval_acc": 0.03333333333333333, "eval_class_acc": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.16666666666666666, 0.7857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0 ], "eval_loss": 3.385873794555664, "eval_video_acc": 0.03333333333333333, "step": 62 }, { "epoch": 1.13, "learning_rate": 0.003763440860215054, "loss": 3.5909, "step": 70 }, { "epoch": 1.29, "learning_rate": 0.004301075268817205, "loss": 3.5134, "step": 80 }, { "epoch": 1.45, "learning_rate": 0.004838709677419355, "loss": 3.51, "step": 90 }, { "epoch": 1.61, "learning_rate": 0.005376344086021506, "loss": 3.5171, "step": 100 }, { "epoch": 1.77, "learning_rate": 0.0059139784946236566, "loss": 3.4515, "step": 110 }, { "epoch": 1.94, "learning_rate": 0.0064516129032258064, "loss": 3.5151, "step": 120 }, { "epoch": 2.0, "eval_acc": 0.04642857142857143, "eval_class_acc": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.18518518518518517, 0.0, 0.0, 0.38461538461538464, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.6666666666666666, 0.0, 0.0 ], "eval_loss": 3.3624422550201416, "eval_video_acc": 0.04642857142857143, "step": 124 }, { "epoch": 2.1, "learning_rate": 0.006989247311827956, "loss": 3.4753, "step": 130 }, { "epoch": 2.26, "learning_rate": 0.007526881720430108, "loss": 3.4806, "step": 140 }, { "epoch": 2.42, "learning_rate": 0.008064516129032258, "loss": 3.4534, "step": 150 }, { "epoch": 2.58, "learning_rate": 0.00860215053763441, "loss": 3.5007, "step": 160 }, { "epoch": 2.74, "learning_rate": 0.00913978494623656, "loss": 3.4061, "step": 170 }, { "epoch": 2.9, "learning_rate": 0.00967741935483871, "loss": 3.4858, "step": 180 }, { "epoch": 3.0, "eval_acc": 0.06785714285714285, "eval_class_acc": [ 0.0, 0.0, 0.0, 0.03571428571428571, 0.0, 0.0, 0.0, 0.0, 0.3448275862068966, 0.0, 0.90625, 0.0, 0.0, 0.10344827586206896, 0.0, 0.0, 0.0, 0.0, 0.0, 0.13333333333333333, 0.0, 0.05555555555555555, 0.0, 0.0, 0.0, 0.0, 0.0, 0.22857142857142856 ], "eval_loss": 3.3321969509124756, "eval_video_acc": 0.06785714285714285, "step": 186 }, { "epoch": 3.06, "learning_rate": 0.01021505376344086, "loss": 3.3835, "step": 190 }, { "epoch": 3.23, "learning_rate": 0.010752688172043012, "loss": 3.3614, "step": 200 }, { "epoch": 3.39, "learning_rate": 0.011290322580645162, "loss": 3.4774, "step": 210 }, { "epoch": 3.55, "learning_rate": 0.011827956989247313, "loss": 3.4299, "step": 220 }, { "epoch": 3.71, "learning_rate": 0.012365591397849464, "loss": 3.3997, "step": 230 }, { "epoch": 3.87, "learning_rate": 0.012903225806451613, "loss": 3.3303, "step": 240 }, { "epoch": 4.0, "eval_acc": 0.058333333333333334, "eval_class_acc": [ 0.0, 0.0, 0.0, 0.0, 0.7777777777777778, 0.0, 0.0, 0.08333333333333333, 0.0, 0.0, 0.0, 0.0, 0.030303030303030304, 0.3103448275862069, 0.0, 0.03571428571428571, 0.0, 0.16666666666666666, 0.03225806451612903, 0.0, 0.0, 0.0, 0.0, 0.034482758620689655, 0.0, 0.0, 0.18421052631578946, 0.0 ], "eval_loss": 3.2622313499450684, "eval_video_acc": 0.058333333333333334, "step": 248 }, { "epoch": 4.03, "learning_rate": 0.013440860215053764, "loss": 3.346, "step": 250 }, { "epoch": 4.19, "learning_rate": 0.013978494623655913, "loss": 3.3776, "step": 260 }, { "epoch": 4.35, "learning_rate": 0.014516129032258067, "loss": 3.3093, "step": 270 }, { "epoch": 4.52, "learning_rate": 0.015053763440860216, "loss": 3.3016, "step": 280 }, { "epoch": 4.68, "learning_rate": 0.015591397849462367, "loss": 3.2522, "step": 290 }, { "epoch": 4.84, "learning_rate": 0.016129032258064516, "loss": 3.3124, "step": 300 }, { "epoch": 5.0, "learning_rate": 0.016666666666666666, "loss": 3.3944, "step": 310 }, { "epoch": 5.0, "eval_acc": 0.0761904761904762, "eval_class_acc": [ 0.0, 0.03333333333333333, 0.0, 0.0, 0.0, 0.0, 0.18518518518518517, 0.16666666666666666, 0.0, 0.38461538461538464, 0.0, 0.5, 0.0, 0.0, 0.038461538461538464, 0.0, 0.0, 0.1388888888888889, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5172413793103449, 0.0, 0.0, 0.0, 0.2857142857142857 ], "eval_loss": 3.228917360305786, "eval_video_acc": 0.0761904761904762, "step": 310 }, { "epoch": 5.16, "learning_rate": 0.01720430107526882, "loss": 3.2457, "step": 320 }, { "epoch": 5.32, "learning_rate": 0.017741935483870968, "loss": 3.2748, "step": 330 }, { "epoch": 5.48, "learning_rate": 0.01827956989247312, "loss": 3.2456, "step": 340 }, { "epoch": 5.65, "learning_rate": 0.01881720430107527, "loss": 3.2205, "step": 350 }, { "epoch": 5.81, "learning_rate": 0.01935483870967742, "loss": 3.165, "step": 360 }, { "epoch": 5.97, "learning_rate": 0.01989247311827957, "loss": 3.177, "step": 370 }, { "epoch": 6.0, "eval_acc": 0.10714285714285714, "eval_class_acc": [ 0.0, 0.13333333333333333, 0.0, 0.0, 0.0, 0.32142857142857145, 0.37037037037037035, 0.0, 0.0, 0.0, 0.875, 0.0, 0.06060606060606061, 0.034482758620689655, 0.07692307692307693, 0.0, 0.0, 0.4722222222222222, 0.0, 0.2, 0.24242424242424243, 0.0, 0.10714285714285714, 0.0, 0.0, 0.0, 0.0, 0.0 ], "eval_loss": 3.199887990951538, "eval_video_acc": 0.10714285714285714, "step": 372 }, { "epoch": 6.13, "learning_rate": 0.02043010752688172, "loss": 3.1207, "step": 380 }, { "epoch": 6.29, "learning_rate": 0.020967741935483872, "loss": 3.1147, "step": 390 }, { "epoch": 6.45, "learning_rate": 0.021505376344086023, "loss": 3.1061, "step": 400 }, { "epoch": 6.61, "learning_rate": 0.022043010752688174, "loss": 3.1252, "step": 410 }, { "epoch": 6.77, "learning_rate": 0.022580645161290325, "loss": 3.0159, "step": 420 }, { "epoch": 6.94, "learning_rate": 0.023118279569892472, "loss": 2.9539, "step": 430 }, { "epoch": 7.0, "eval_acc": 0.15833333333333333, "eval_class_acc": [ 0.39285714285714285, 0.0, 0.0, 0.5357142857142857, 0.2222222222222222, 0.10714285714285714, 0.18518518518518517, 0.041666666666666664, 0.0, 0.0, 0.65625, 0.0, 0.0, 0.034482758620689655, 0.15384615384615385, 0.0, 0.0625, 0.2777777777777778, 0.1935483870967742, 0.0, 0.0, 0.0, 0.6071428571428571, 0.0, 0.0, 0.0, 0.631578947368421, 0.2 ], "eval_loss": 2.9603114128112793, "eval_video_acc": 0.15833333333333333, "step": 434 }, { "epoch": 7.1, "learning_rate": 0.023655913978494626, "loss": 3.0322, "step": 440 }, { "epoch": 7.26, "learning_rate": 0.024193548387096777, "loss": 2.9108, "step": 450 }, { "epoch": 7.42, "learning_rate": 0.024731182795698928, "loss": 2.8291, "step": 460 }, { "epoch": 7.58, "learning_rate": 0.025268817204301075, "loss": 2.7496, "step": 470 }, { "epoch": 7.74, "learning_rate": 0.025806451612903226, "loss": 2.7692, "step": 480 }, { "epoch": 7.9, "learning_rate": 0.026344086021505377, "loss": 2.8387, "step": 490 }, { "epoch": 8.0, "eval_acc": 0.18928571428571428, "eval_class_acc": [ 0.0, 0.1, 0.0, 0.0, 0.0, 0.0, 0.5555555555555556, 0.0, 0.10344827586206896, 0.0, 0.84375, 0.0, 0.12121212121212122, 0.06896551724137931, 0.0, 0.6428571428571429, 0.1875, 0.6666666666666666, 0.6774193548387096, 0.0, 0.0, 0.2777777777777778, 0.03571428571428571, 0.0, 0.0, 0.7, 0.10526315789473684, 0.0 ], "eval_loss": 2.7493321895599365, "eval_video_acc": 0.18928571428571428, "step": 496 }, { "epoch": 8.06, "learning_rate": 0.026881720430107527, "loss": 2.6527, "step": 500 }, { "epoch": 8.23, "learning_rate": 0.027419354838709678, "loss": 2.7735, "step": 510 }, { "epoch": 8.39, "learning_rate": 0.027956989247311825, "loss": 2.6152, "step": 520 }, { "epoch": 8.55, "learning_rate": 0.028494623655913983, "loss": 2.6647, "step": 530 }, { "epoch": 8.71, "learning_rate": 0.029032258064516134, "loss": 2.5982, "step": 540 }, { "epoch": 8.87, "learning_rate": 0.02956989247311828, "loss": 2.6274, "step": 550 }, { "epoch": 9.0, "eval_acc": 0.29523809523809524, "eval_class_acc": [ 0.14285714285714285, 0.5333333333333333, 0.0, 0.0, 0.4444444444444444, 0.0, 0.2222222222222222, 0.25, 0.034482758620689655, 0.0, 0.0, 0.4230769230769231, 0.6060606060606061, 0.0, 0.5, 0.14285714285714285, 0.09375, 0.4722222222222222, 0.5806451612903226, 0.7, 0.0, 0.4166666666666667, 0.8214285714285714, 0.27586206896551724, 0.8571428571428571, 0.6, 0.02631578947368421, 0.2 ], "eval_loss": 2.3952577114105225, "eval_video_acc": 0.29523809523809524, "step": 558 }, { "epoch": 9.03, "learning_rate": 0.030107526881720432, "loss": 2.4466, "step": 560 }, { "epoch": 9.19, "learning_rate": 0.030645161290322583, "loss": 2.514, "step": 570 }, { "epoch": 9.35, "learning_rate": 0.031182795698924733, "loss": 2.5038, "step": 580 }, { "epoch": 9.52, "learning_rate": 0.031720430107526884, "loss": 2.2983, "step": 590 }, { "epoch": 9.68, "learning_rate": 0.03225806451612903, "loss": 2.4503, "step": 600 }, { "epoch": 9.84, "learning_rate": 0.032795698924731186, "loss": 2.379, "step": 610 }, { "epoch": 10.0, "learning_rate": 0.03333333333333333, "loss": 2.4459, "step": 620 }, { "epoch": 10.0, "eval_acc": 0.2785714285714286, "eval_class_acc": [ 0.8571428571428571, 0.0, 0.0, 0.10714285714285714, 0.0, 0.32142857142857145, 0.14814814814814814, 0.2916666666666667, 0.0, 0.5769230769230769, 0.0625, 0.8461538461538461, 0.0, 0.3793103448275862, 0.0, 0.8214285714285714, 0.28125, 0.7777777777777778, 0.5483870967741935, 0.16666666666666666, 0.030303030303030304, 0.16666666666666666, 0.07142857142857142, 0.0, 0.03571428571428571, 0.8333333333333334, 0.15789473684210525, 0.4 ], "eval_loss": 2.3305842876434326, "eval_video_acc": 0.2785714285714286, "step": 620 }, { "epoch": 10.16, "learning_rate": 0.03387096774193548, "loss": 2.2595, "step": 630 }, { "epoch": 10.32, "learning_rate": 0.03440860215053764, "loss": 2.2639, "step": 640 }, { "epoch": 10.48, "learning_rate": 0.03494623655913979, "loss": 2.2161, "step": 650 }, { "epoch": 10.65, "learning_rate": 0.035483870967741936, "loss": 2.1635, "step": 660 }, { "epoch": 10.81, "learning_rate": 0.03602150537634409, "loss": 2.1629, "step": 670 }, { "epoch": 10.97, "learning_rate": 0.03655913978494624, "loss": 2.1242, "step": 680 }, { "epoch": 11.0, "eval_acc": 0.25357142857142856, "eval_class_acc": [ 0.25, 0.26666666666666666, 0.0, 0.7142857142857143, 0.037037037037037035, 0.4642857142857143, 0.0, 0.16666666666666666, 0.0, 0.5769230769230769, 0.0, 0.8461538461538461, 0.18181818181818182, 0.7241379310344828, 0.34615384615384615, 0.0, 0.0, 0.6388888888888888, 0.0, 0.2, 0.0, 0.25, 0.07142857142857142, 0.034482758620689655, 0.0, 0.4666666666666667, 0.05263157894736842, 0.8571428571428571 ], "eval_loss": 2.4852328300476074, "eval_video_acc": 0.25357142857142856, "step": 682 }, { "epoch": 11.13, "learning_rate": 0.03709677419354839, "loss": 2.3255, "step": 690 }, { "epoch": 11.29, "learning_rate": 0.03763440860215054, "loss": 2.0978, "step": 700 }, { "epoch": 11.45, "learning_rate": 0.03817204301075269, "loss": 2.0377, "step": 710 }, { "epoch": 11.61, "learning_rate": 0.03870967741935484, "loss": 2.3264, "step": 720 }, { "epoch": 11.77, "learning_rate": 0.03924731182795699, "loss": 2.146, "step": 730 }, { "epoch": 11.94, "learning_rate": 0.03978494623655914, "loss": 2.0479, "step": 740 }, { "epoch": 12.0, "eval_acc": 0.35833333333333334, "eval_class_acc": [ 0.8928571428571429, 0.0, 0.21212121212121213, 0.0, 0.0, 0.17857142857142858, 0.1111111111111111, 0.08333333333333333, 0.27586206896551724, 0.0, 0.0625, 0.4230769230769231, 0.21212121212121213, 0.4482758620689655, 0.5384615384615384, 0.0, 0.53125, 0.19444444444444445, 0.7419354838709677, 0.6333333333333333, 0.8484848484848485, 0.6388888888888888, 0.9285714285714286, 0.4482758620689655, 0.6785714285714286, 0.06666666666666667, 0.39473684210526316, 0.34285714285714286 ], "eval_loss": 2.101259708404541, "eval_video_acc": 0.35833333333333334, "step": 744 }, { "epoch": 12.1, "learning_rate": 0.04032258064516129, "loss": 1.9796, "step": 750 }, { "epoch": 12.26, "learning_rate": 0.04086021505376344, "loss": 2.1113, "step": 760 }, { "epoch": 12.42, "learning_rate": 0.0413978494623656, "loss": 1.9556, "step": 770 }, { "epoch": 12.58, "learning_rate": 0.041935483870967745, "loss": 1.7532, "step": 780 }, { "epoch": 12.74, "learning_rate": 0.0424731182795699, "loss": 1.922, "step": 790 }, { "epoch": 12.9, "learning_rate": 0.043010752688172046, "loss": 1.9086, "step": 800 }, { "epoch": 13.0, "eval_acc": 0.3416666666666667, "eval_class_acc": [ 0.35714285714285715, 0.5666666666666667, 0.12121212121212122, 0.03571428571428571, 0.0, 0.35714285714285715, 0.18518518518518517, 0.375, 0.41379310344827586, 0.34615384615384615, 0.25, 0.038461538461538464, 0.030303030303030304, 0.8620689655172413, 0.0, 0.7857142857142857, 0.03125, 0.6388888888888888, 0.45161290322580644, 0.6, 0.12121212121212122, 0.2777777777777778, 0.03571428571428571, 0.896551724137931, 0.07142857142857142, 0.5666666666666667, 0.13157894736842105, 0.9142857142857143 ], "eval_loss": 2.0687742233276367, "eval_video_acc": 0.3416666666666667, "step": 806 }, { "epoch": 13.06, "learning_rate": 0.043548387096774194, "loss": 1.9051, "step": 810 }, { "epoch": 13.23, "learning_rate": 0.04408602150537635, "loss": 1.9145, "step": 820 }, { "epoch": 13.39, "learning_rate": 0.044623655913978495, "loss": 1.8554, "step": 830 }, { "epoch": 13.55, "learning_rate": 0.04516129032258065, "loss": 1.8915, "step": 840 }, { "epoch": 13.71, "learning_rate": 0.0456989247311828, "loss": 1.8423, "step": 850 }, { "epoch": 13.87, "learning_rate": 0.046236559139784944, "loss": 1.8727, "step": 860 }, { "epoch": 14.0, "eval_acc": 0.44642857142857145, "eval_class_acc": [ 0.39285714285714285, 0.06666666666666667, 0.0, 0.35714285714285715, 0.2962962962962963, 0.6428571428571429, 0.18518518518518517, 0.4166666666666667, 0.5517241379310345, 0.15384615384615385, 0.0, 0.38461538461538464, 0.5151515151515151, 0.5517241379310345, 0.0, 0.8928571428571429, 0.375, 0.75, 0.3548387096774194, 0.6333333333333333, 0.45454545454545453, 0.4722222222222222, 0.14285714285714285, 0.7931034482758621, 0.8571428571428571, 0.5, 0.7894736842105263, 0.7428571428571429 ], "eval_loss": 1.6029257774353027, "eval_video_acc": 0.44642857142857145, "step": 868 }, { "epoch": 14.03, "learning_rate": 0.0467741935483871, "loss": 1.8048, "step": 870 }, { "epoch": 14.19, "learning_rate": 0.04731182795698925, "loss": 1.7128, "step": 880 }, { "epoch": 14.35, "learning_rate": 0.0478494623655914, "loss": 1.5898, "step": 890 }, { "epoch": 14.52, "learning_rate": 0.048387096774193554, "loss": 1.5345, "step": 900 }, { "epoch": 14.68, "learning_rate": 0.0489247311827957, "loss": 1.9352, "step": 910 }, { "epoch": 14.84, "learning_rate": 0.049462365591397855, "loss": 1.8905, "step": 920 }, { "epoch": 15.0, "learning_rate": 0.05, "loss": 1.9113, "step": 930 }, { "epoch": 15.0, "eval_acc": 0.3464285714285714, "eval_class_acc": [ 0.07142857142857142, 0.6666666666666666, 0.09090909090909091, 0.07142857142857142, 0.1111111111111111, 0.32142857142857145, 0.25925925925925924, 0.625, 0.3103448275862069, 0.2692307692307692, 0.0, 0.23076923076923078, 0.5151515151515151, 0.3103448275862069, 0.8846153846153846, 0.14285714285714285, 0.0625, 0.8611111111111112, 0.0, 0.13333333333333333, 0.42424242424242425, 0.3611111111111111, 0.21428571428571427, 0.7241379310344828, 0.03571428571428571, 0.9666666666666667, 0.05263157894736842, 0.9142857142857143 ], "eval_loss": 1.8170068264007568, "eval_video_acc": 0.3464285714285714, "step": 930 }, { "epoch": 15.16, "learning_rate": 0.05053763440860215, "loss": 1.8309, "step": 940 }, { "epoch": 15.32, "learning_rate": 0.051075268817204304, "loss": 1.8532, "step": 950 }, { "epoch": 15.48, "learning_rate": 0.05161290322580645, "loss": 1.7473, "step": 960 }, { "epoch": 15.65, "learning_rate": 0.052150537634408606, "loss": 1.5522, "step": 970 }, { "epoch": 15.81, "learning_rate": 0.05268817204301075, "loss": 1.779, "step": 980 }, { "epoch": 15.97, "learning_rate": 0.0532258064516129, "loss": 1.521, "step": 990 }, { "epoch": 16.0, "eval_acc": 0.48214285714285715, "eval_class_acc": [ 0.5714285714285714, 0.0, 0.5757575757575758, 0.5714285714285714, 0.2222222222222222, 0.4642857142857143, 0.3333333333333333, 0.6666666666666666, 0.0, 0.8076923076923077, 0.0, 0.6923076923076923, 0.7575757575757576, 0.034482758620689655, 0.3076923076923077, 0.35714285714285715, 0.59375, 0.7222222222222222, 0.41935483870967744, 0.7666666666666667, 0.45454545454545453, 0.5277777777777778, 0.7857142857142857, 0.6551724137931034, 0.7142857142857143, 0.8333333333333334, 0.2894736842105263, 0.42857142857142855 ], "eval_loss": 1.6961075067520142, "eval_video_acc": 0.48214285714285715, "step": 992 }, { "epoch": 16.13, "learning_rate": 0.053763440860215055, "loss": 1.5593, "step": 1000 }, { "epoch": 16.29, "learning_rate": 0.0543010752688172, "loss": 1.7355, "step": 1010 }, { "epoch": 16.45, "learning_rate": 0.054838709677419356, "loss": 1.6179, "step": 1020 }, { "epoch": 16.61, "learning_rate": 0.0553763440860215, "loss": 1.4576, "step": 1030 }, { "epoch": 16.77, "learning_rate": 0.05591397849462365, "loss": 1.7917, "step": 1040 }, { "epoch": 16.94, "learning_rate": 0.05645161290322581, "loss": 1.4369, "step": 1050 }, { "epoch": 17.0, "eval_acc": 0.5476190476190477, "eval_class_acc": [ 0.2857142857142857, 0.4, 0.24242424242424243, 0.39285714285714285, 0.3333333333333333, 0.6428571428571429, 0.18518518518518517, 0.2916666666666667, 0.3103448275862069, 0.5769230769230769, 0.53125, 0.38461538461538464, 0.5454545454545454, 0.896551724137931, 0.0, 0.8928571428571429, 0.75, 0.6666666666666666, 0.6129032258064516, 0.8, 0.9393939393939394, 0.5, 0.6785714285714286, 0.5517241379310345, 0.6785714285714286, 0.8666666666666667, 0.5, 0.6571428571428571 ], "eval_loss": 1.5510591268539429, "eval_video_acc": 0.5476190476190477, "step": 1054 }, { "epoch": 17.1, "learning_rate": 0.056989247311827966, "loss": 1.5732, "step": 1060 }, { "epoch": 17.26, "learning_rate": 0.05752688172043011, "loss": 1.625, "step": 1070 }, { "epoch": 17.42, "learning_rate": 0.05806451612903227, "loss": 1.5848, "step": 1080 }, { "epoch": 17.58, "learning_rate": 0.058602150537634415, "loss": 1.4617, "step": 1090 }, { "epoch": 17.74, "learning_rate": 0.05913978494623656, "loss": 1.365, "step": 1100 }, { "epoch": 17.9, "learning_rate": 0.059677419354838716, "loss": 1.4747, "step": 1110 }, { "epoch": 18.0, "eval_acc": 0.4714285714285714, "eval_class_acc": [ 1.0, 0.03333333333333333, 0.18181818181818182, 0.7142857142857143, 0.25925925925925924, 0.17857142857142858, 0.48148148148148145, 0.7916666666666666, 0.20689655172413793, 0.34615384615384615, 0.125, 0.5384615384615384, 0.8787878787878788, 0.06896551724137931, 0.4230769230769231, 0.8214285714285714, 0.75, 0.1388888888888889, 0.8387096774193549, 0.03333333333333333, 0.6060606060606061, 0.5277777777777778, 0.8571428571428571, 0.27586206896551724, 0.9642857142857143, 0.5333333333333333, 0.7105263157894737, 0.05714285714285714 ], "eval_loss": 1.747503638267517, "eval_video_acc": 0.4714285714285714, "step": 1116 }, { "epoch": 18.06, "learning_rate": 0.060215053763440864, "loss": 1.5562, "step": 1120 }, { "epoch": 18.23, "learning_rate": 0.06075268817204302, "loss": 1.3969, "step": 1130 }, { "epoch": 18.39, "learning_rate": 0.061290322580645165, "loss": 1.4982, "step": 1140 }, { "epoch": 18.55, "learning_rate": 0.06182795698924731, "loss": 1.5035, "step": 1150 }, { "epoch": 18.71, "learning_rate": 0.06236559139784947, "loss": 1.4311, "step": 1160 }, { "epoch": 18.87, "learning_rate": 0.06290322580645162, "loss": 1.4596, "step": 1170 }, { "epoch": 19.0, "eval_acc": 0.37023809523809526, "eval_class_acc": [ 0.25, 0.5333333333333333, 0.0, 0.07142857142857142, 0.2962962962962963, 0.6428571428571429, 0.0, 0.0, 0.20689655172413793, 0.6538461538461539, 0.5, 0.8461538461538461, 0.0, 0.6896551724137931, 0.7692307692307693, 0.4642857142857143, 0.28125, 0.75, 0.0, 0.4666666666666667, 0.09090909090909091, 0.4166666666666667, 0.03571428571428571, 0.7586206896551724, 0.0, 0.7, 0.07894736842105263, 0.8857142857142857 ], "eval_loss": 2.3150928020477295, "eval_video_acc": 0.37023809523809526, "step": 1178 }, { "epoch": 19.03, "learning_rate": 0.06344086021505377, "loss": 1.6711, "step": 1180 }, { "epoch": 19.19, "learning_rate": 0.06397849462365592, "loss": 1.6946, "step": 1190 }, { "epoch": 19.35, "learning_rate": 0.06451612903225806, "loss": 1.258, "step": 1200 }, { "epoch": 19.52, "learning_rate": 0.06505376344086021, "loss": 1.4948, "step": 1210 }, { "epoch": 19.68, "learning_rate": 0.06559139784946237, "loss": 1.5311, "step": 1220 }, { "epoch": 19.84, "learning_rate": 0.06612903225806452, "loss": 1.4412, "step": 1230 }, { "epoch": 20.0, "learning_rate": 0.06666666666666667, "loss": 1.5448, "step": 1240 }, { "epoch": 20.0, "eval_acc": 0.4869047619047619, "eval_class_acc": [ 0.0, 0.9666666666666667, 0.0, 0.5357142857142857, 0.037037037037037035, 0.4642857142857143, 0.2222222222222222, 0.08333333333333333, 0.1724137931034483, 0.07692307692307693, 0.0, 0.6153846153846154, 0.8484848484848485, 0.1724137931034483, 0.8076923076923077, 0.35714285714285715, 0.0, 0.6111111111111112, 0.9354838709677419, 0.7, 0.9393939393939394, 0.5277777777777778, 0.6071428571428571, 1.0, 0.6428571428571429, 0.9333333333333333, 0.39473684210526316, 0.7714285714285715 ], "eval_loss": 1.8116456270217896, "eval_video_acc": 0.4869047619047619, "step": 1240 }, { "epoch": 20.16, "learning_rate": 0.06720430107526881, "loss": 1.5227, "step": 1250 }, { "epoch": 20.32, "learning_rate": 0.06774193548387096, "loss": 1.7589, "step": 1260 }, { "epoch": 20.48, "learning_rate": 0.06827956989247312, "loss": 1.3682, "step": 1270 }, { "epoch": 20.65, "learning_rate": 0.06881720430107528, "loss": 1.3913, "step": 1280 }, { "epoch": 20.81, "learning_rate": 0.06935483870967743, "loss": 1.4531, "step": 1290 }, { "epoch": 20.97, "learning_rate": 0.06989247311827958, "loss": 1.4675, "step": 1300 }, { "epoch": 21.0, "eval_acc": 0.4928571428571429, "eval_class_acc": [ 0.5357142857142857, 0.5, 0.15151515151515152, 0.03571428571428571, 0.07407407407407407, 0.4642857142857143, 0.7407407407407407, 0.625, 0.10344827586206896, 0.5384615384615384, 0.5625, 0.38461538461538464, 0.09090909090909091, 0.3448275862068966, 1.0, 0.0, 0.90625, 0.3333333333333333, 0.8387096774193549, 0.3, 0.5454545454545454, 0.5555555555555556, 0.8571428571428571, 0.4482758620689655, 0.9285714285714286, 0.8666666666666667, 0.6052631578947368, 0.5142857142857142 ], "eval_loss": 1.7723006010055542, "eval_video_acc": 0.4928571428571429, "step": 1302 }, { "epoch": 21.13, "learning_rate": 0.07043010752688172, "loss": 1.332, "step": 1310 }, { "epoch": 21.29, "learning_rate": 0.07096774193548387, "loss": 1.6467, "step": 1320 }, { "epoch": 21.45, "learning_rate": 0.07150537634408603, "loss": 1.5944, "step": 1330 }, { "epoch": 21.61, "learning_rate": 0.07204301075268818, "loss": 1.5427, "step": 1340 }, { "epoch": 21.77, "learning_rate": 0.07258064516129033, "loss": 1.3895, "step": 1350 }, { "epoch": 21.94, "learning_rate": 0.07311827956989247, "loss": 1.269, "step": 1360 }, { "epoch": 22.0, "eval_acc": 0.555952380952381, "eval_class_acc": [ 0.6428571428571429, 0.9, 0.42424242424242425, 0.42857142857142855, 0.0, 0.10714285714285714, 0.18518518518518517, 0.625, 0.0, 0.8846153846153846, 0.09375, 0.07692307692307693, 0.5151515151515151, 0.5172413793103449, 0.8461538461538461, 0.5357142857142857, 0.09375, 0.8888888888888888, 0.8709677419354839, 0.5333333333333333, 0.7575757575757576, 0.6388888888888888, 0.6071428571428571, 1.0, 0.75, 0.9333333333333333, 0.631578947368421, 0.8857142857142857 ], "eval_loss": 1.5140349864959717, "eval_video_acc": 0.555952380952381, "step": 1364 }, { "epoch": 22.1, "learning_rate": 0.07365591397849462, "loss": 1.5609, "step": 1370 }, { "epoch": 22.26, "learning_rate": 0.07419354838709678, "loss": 1.4679, "step": 1380 }, { "epoch": 22.42, "learning_rate": 0.07473118279569893, "loss": 1.4894, "step": 1390 }, { "epoch": 22.58, "learning_rate": 0.07526881720430108, "loss": 1.3432, "step": 1400 }, { "epoch": 22.74, "learning_rate": 0.07580645161290323, "loss": 1.4022, "step": 1410 }, { "epoch": 22.9, "learning_rate": 0.07634408602150539, "loss": 1.315, "step": 1420 }, { "epoch": 23.0, "eval_acc": 0.6273809523809524, "eval_class_acc": [ 0.7142857142857143, 0.6666666666666666, 0.18181818181818182, 0.07142857142857142, 0.2222222222222222, 0.6785714285714286, 0.5925925925925926, 0.6666666666666666, 0.06896551724137931, 0.6538461538461539, 0.78125, 0.5, 0.30303030303030304, 0.896551724137931, 0.6153846153846154, 0.5714285714285714, 0.84375, 0.5, 0.6774193548387096, 0.9333333333333333, 0.9090909090909091, 0.7777777777777778, 0.9285714285714286, 0.7931034482758621, 0.2857142857142857, 1.0, 0.7105263157894737, 0.8857142857142857 ], "eval_loss": 1.2255887985229492, "eval_video_acc": 0.6273809523809524, "step": 1426 }, { "epoch": 23.06, "learning_rate": 0.07688172043010753, "loss": 1.3268, "step": 1430 }, { "epoch": 23.23, "learning_rate": 0.07741935483870968, "loss": 1.1096, "step": 1440 }, { "epoch": 23.39, "learning_rate": 0.07795698924731183, "loss": 1.3956, "step": 1450 }, { "epoch": 23.55, "learning_rate": 0.07849462365591398, "loss": 1.1873, "step": 1460 }, { "epoch": 23.71, "learning_rate": 0.07903225806451614, "loss": 1.1541, "step": 1470 }, { "epoch": 23.87, "learning_rate": 0.07956989247311828, "loss": 1.2786, "step": 1480 }, { "epoch": 24.0, "eval_acc": 0.48928571428571427, "eval_class_acc": [ 0.4642857142857143, 0.3333333333333333, 0.21212121212121213, 0.17857142857142858, 0.3333333333333333, 0.5714285714285714, 0.5925925925925926, 0.0, 0.7931034482758621, 0.19230769230769232, 0.21875, 0.15384615384615385, 0.030303030303030304, 1.0, 0.8076923076923077, 0.32142857142857145, 0.65625, 0.4722222222222222, 0.8387096774193549, 0.2, 0.6666666666666666, 0.027777777777777776, 0.8571428571428571, 1.0, 0.42857142857142855, 0.8666666666666667, 0.8157894736842105, 0.6 ], "eval_loss": 1.6491906642913818, "eval_video_acc": 0.48928571428571427, "step": 1488 }, { "epoch": 24.03, "learning_rate": 0.08010752688172043, "loss": 1.763, "step": 1490 }, { "epoch": 24.19, "learning_rate": 0.08064516129032258, "loss": 1.2727, "step": 1500 }, { "epoch": 24.35, "learning_rate": 0.08118279569892473, "loss": 1.3121, "step": 1510 }, { "epoch": 24.52, "learning_rate": 0.08172043010752689, "loss": 1.2693, "step": 1520 }, { "epoch": 24.68, "learning_rate": 0.08225806451612905, "loss": 1.3343, "step": 1530 }, { "epoch": 24.84, "learning_rate": 0.0827956989247312, "loss": 1.2545, "step": 1540 }, { "epoch": 25.0, "learning_rate": 0.08333333333333334, "loss": 1.4375, "step": 1550 }, { "epoch": 25.0, "eval_acc": 0.5761904761904761, "eval_class_acc": [ 0.0, 0.43333333333333335, 0.21212121212121213, 0.25, 0.5925925925925926, 0.7142857142857143, 0.2962962962962963, 0.16666666666666666, 0.0, 0.9615384615384616, 0.5625, 0.46153846153846156, 0.8484848484848485, 0.6896551724137931, 0.6923076923076923, 0.42857142857142855, 0.65625, 0.8333333333333334, 0.3548387096774194, 0.4, 0.6363636363636364, 0.4444444444444444, 0.75, 0.9655172413793104, 0.8214285714285714, 0.8666666666666667, 0.9736842105263158, 0.8571428571428571 ], "eval_loss": 1.467678189277649, "eval_video_acc": 0.5761904761904761, "step": 1550 }, { "epoch": 25.16, "learning_rate": 0.08387096774193549, "loss": 1.1995, "step": 1560 }, { "epoch": 25.32, "learning_rate": 0.08440860215053764, "loss": 1.262, "step": 1570 }, { "epoch": 25.48, "learning_rate": 0.0849462365591398, "loss": 1.5456, "step": 1580 }, { "epoch": 25.65, "learning_rate": 0.08548387096774195, "loss": 1.3843, "step": 1590 }, { "epoch": 25.81, "learning_rate": 0.08602150537634409, "loss": 1.0971, "step": 1600 }, { "epoch": 25.97, "learning_rate": 0.08655913978494624, "loss": 1.3538, "step": 1610 }, { "epoch": 26.0, "eval_acc": 0.5059523809523809, "eval_class_acc": [ 0.42857142857142855, 0.16666666666666666, 0.21212121212121213, 0.9642857142857143, 0.2222222222222222, 0.5714285714285714, 0.2962962962962963, 0.041666666666666664, 0.2413793103448276, 0.2692307692307692, 0.0, 1.0, 0.0, 1.0, 0.4230769230769231, 0.6428571428571429, 0.59375, 0.6944444444444444, 0.3225806451612903, 0.8666666666666667, 0.48484848484848486, 0.8055555555555556, 0.17857142857142858, 0.8620689655172413, 0.4642857142857143, 0.9, 0.7105263157894737, 0.6571428571428571 ], "eval_loss": 2.119392156600952, "eval_video_acc": 0.5059523809523809, "step": 1612 }, { "epoch": 26.13, "learning_rate": 0.08709677419354839, "loss": 1.6187, "step": 1620 }, { "epoch": 26.29, "learning_rate": 0.08763440860215055, "loss": 1.0843, "step": 1630 }, { "epoch": 26.45, "learning_rate": 0.0881720430107527, "loss": 1.2108, "step": 1640 }, { "epoch": 26.61, "learning_rate": 0.08870967741935484, "loss": 1.3535, "step": 1650 }, { "epoch": 26.77, "learning_rate": 0.08924731182795699, "loss": 1.5622, "step": 1660 }, { "epoch": 26.94, "learning_rate": 0.08978494623655914, "loss": 1.1936, "step": 1670 }, { "epoch": 27.0, "eval_acc": 0.47619047619047616, "eval_class_acc": [ 0.5714285714285714, 0.6, 0.0, 0.8571428571428571, 0.1111111111111111, 0.4642857142857143, 0.037037037037037035, 0.2916666666666667, 0.034482758620689655, 0.3076923076923077, 0.125, 0.19230769230769232, 0.6666666666666666, 0.6896551724137931, 0.46153846153846156, 0.32142857142857145, 0.625, 0.6944444444444444, 0.2903225806451613, 0.4666666666666667, 0.5757575757575758, 0.75, 0.8214285714285714, 0.3793103448275862, 0.4642857142857143, 0.8, 0.5, 0.9428571428571428 ], "eval_loss": 1.988991618156433, "eval_video_acc": 0.47619047619047616, "step": 1674 }, { "epoch": 27.1, "learning_rate": 0.0903225806451613, "loss": 1.3508, "step": 1680 }, { "epoch": 27.26, "learning_rate": 0.09086021505376345, "loss": 1.3895, "step": 1690 }, { "epoch": 27.42, "learning_rate": 0.0913978494623656, "loss": 1.2395, "step": 1700 }, { "epoch": 27.58, "learning_rate": 0.09193548387096774, "loss": 1.1033, "step": 1710 }, { "epoch": 27.74, "learning_rate": 0.09247311827956989, "loss": 1.4313, "step": 1720 }, { "epoch": 27.9, "learning_rate": 0.09301075268817205, "loss": 1.1959, "step": 1730 }, { "epoch": 28.0, "eval_acc": 0.5071428571428571, "eval_class_acc": [ 0.75, 0.06666666666666667, 0.3939393939393939, 0.8214285714285714, 0.07407407407407407, 0.7142857142857143, 0.37037037037037035, 0.5416666666666666, 0.2413793103448276, 0.5, 0.0, 0.2692307692307692, 1.0, 0.3103448275862069, 0.19230769230769232, 0.5, 1.0, 0.6666666666666666, 0.1935483870967742, 0.8, 0.6060606060606061, 0.5, 0.6071428571428571, 0.7586206896551724, 0.14285714285714285, 1.0, 0.6842105263157895, 0.3142857142857143 ], "eval_loss": 1.8231191635131836, "eval_video_acc": 0.5071428571428571, "step": 1736 }, { "epoch": 28.06, "learning_rate": 0.0935483870967742, "loss": 1.4384, "step": 1740 }, { "epoch": 28.23, "learning_rate": 0.09408602150537636, "loss": 1.1057, "step": 1750 }, { "epoch": 28.39, "learning_rate": 0.0946236559139785, "loss": 1.4571, "step": 1760 }, { "epoch": 28.55, "learning_rate": 0.09516129032258065, "loss": 1.4857, "step": 1770 }, { "epoch": 28.71, "learning_rate": 0.0956989247311828, "loss": 1.2275, "step": 1780 }, { "epoch": 28.87, "learning_rate": 0.09623655913978496, "loss": 1.1686, "step": 1790 }, { "epoch": 29.0, "eval_acc": 0.5476190476190477, "eval_class_acc": [ 0.5, 1.0, 0.030303030303030304, 0.5714285714285714, 0.5185185185185185, 0.6428571428571429, 0.0, 0.375, 0.13793103448275862, 0.46153846153846156, 0.3125, 0.5769230769230769, 0.2727272727272727, 0.7241379310344828, 0.4230769230769231, 0.5, 0.90625, 0.75, 0.1935483870967742, 0.8, 0.5151515151515151, 0.8611111111111112, 0.4642857142857143, 0.9655172413793104, 0.75, 0.6666666666666666, 0.5263157894736842, 0.7428571428571429 ], "eval_loss": 1.5917298793792725, "eval_video_acc": 0.5476190476190477, "step": 1798 }, { "epoch": 29.03, "learning_rate": 0.09677419354838711, "loss": 1.1618, "step": 1800 }, { "epoch": 29.19, "learning_rate": 0.09731182795698926, "loss": 1.2508, "step": 1810 }, { "epoch": 29.35, "learning_rate": 0.0978494623655914, "loss": 1.3719, "step": 1820 }, { "epoch": 29.52, "learning_rate": 0.09838709677419355, "loss": 1.325, "step": 1830 }, { "epoch": 29.68, "learning_rate": 0.09892473118279571, "loss": 1.1558, "step": 1840 }, { "epoch": 29.84, "learning_rate": 0.09946236559139786, "loss": 1.419, "step": 1850 }, { "epoch": 30.0, "learning_rate": 0.1, "loss": 1.6997, "step": 1860 }, { "epoch": 30.0, "eval_acc": 0.40476190476190477, "eval_class_acc": [ 0.0, 0.8666666666666667, 0.3939393939393939, 0.6071428571428571, 0.037037037037037035, 0.25, 0.37037037037037035, 0.125, 0.0, 0.6923076923076923, 0.625, 0.4230769230769231, 0.0, 0.6896551724137931, 0.07692307692307693, 0.39285714285714285, 0.34375, 0.7222222222222222, 0.5806451612903226, 0.9666666666666667, 0.0, 0.3055555555555556, 0.07142857142857142, 0.9655172413793104, 0.0, 0.9666666666666667, 0.18421052631578946, 0.5714285714285714 ], "eval_loss": 2.527423143386841, "eval_video_acc": 0.40476190476190477, "step": 1860 }, { "epoch": 30.16, "learning_rate": 0.09994026284348866, "loss": 1.4591, "step": 1870 }, { "epoch": 30.32, "learning_rate": 0.0998805256869773, "loss": 1.1478, "step": 1880 }, { "epoch": 30.48, "learning_rate": 0.09982078853046596, "loss": 1.3024, "step": 1890 }, { "epoch": 30.65, "learning_rate": 0.0997610513739546, "loss": 1.34, "step": 1900 }, { "epoch": 30.81, "learning_rate": 0.09970131421744326, "loss": 1.3962, "step": 1910 }, { "epoch": 30.97, "learning_rate": 0.09964157706093191, "loss": 1.1058, "step": 1920 }, { "epoch": 31.0, "eval_acc": 0.5833333333333334, "eval_class_acc": [ 0.7857142857142857, 0.36666666666666664, 0.6060606060606061, 0.35714285714285715, 0.3333333333333333, 0.8571428571428571, 0.5555555555555556, 0.5416666666666666, 0.13793103448275862, 0.34615384615384615, 0.6875, 0.46153846153846156, 0.12121212121212122, 1.0, 1.0, 0.32142857142857145, 0.625, 0.5, 0.4838709677419355, 0.36666666666666664, 0.6666666666666666, 0.5833333333333334, 0.8928571428571429, 0.9310344827586207, 0.17857142857142858, 1.0, 0.6578947368421053, 0.9142857142857143 ], "eval_loss": 1.4361878633499146, "eval_video_acc": 0.5833333333333334, "step": 1922 }, { "epoch": 31.13, "learning_rate": 0.09958183990442056, "loss": 1.4467, "step": 1930 }, { "epoch": 31.29, "learning_rate": 0.09952210274790921, "loss": 1.2343, "step": 1940 }, { "epoch": 31.45, "learning_rate": 0.09946236559139786, "loss": 0.9684, "step": 1950 }, { "epoch": 31.61, "learning_rate": 0.09940262843488651, "loss": 1.0585, "step": 1960 }, { "epoch": 31.77, "learning_rate": 0.09934289127837514, "loss": 1.3411, "step": 1970 }, { "epoch": 31.94, "learning_rate": 0.09928315412186381, "loss": 1.1241, "step": 1980 }, { "epoch": 32.0, "eval_acc": 0.6547619047619048, "eval_class_acc": [ 0.7142857142857143, 0.6, 0.3333333333333333, 0.6428571428571429, 0.5185185185185185, 0.8214285714285714, 0.5185185185185185, 0.4166666666666667, 0.4482758620689655, 0.6923076923076923, 0.96875, 0.11538461538461539, 0.9090909090909091, 0.4482758620689655, 0.8076923076923077, 0.5357142857142857, 0.53125, 0.5555555555555556, 0.9032258064516129, 0.4666666666666667, 0.6060606060606061, 0.3611111111111111, 0.9642857142857143, 0.9655172413793104, 1.0, 0.7666666666666667, 0.9210526315789473, 0.7142857142857143 ], "eval_loss": 1.3266751766204834, "eval_video_acc": 0.6547619047619048, "step": 1984 }, { "epoch": 32.1, "learning_rate": 0.09922341696535246, "loss": 1.1244, "step": 1990 }, { "epoch": 32.26, "learning_rate": 0.09916367980884111, "loss": 1.1226, "step": 2000 }, { "epoch": 32.42, "learning_rate": 0.09910394265232975, "loss": 1.1288, "step": 2010 }, { "epoch": 32.58, "learning_rate": 0.0990442054958184, "loss": 1.2161, "step": 2020 }, { "epoch": 32.74, "learning_rate": 0.09898446833930706, "loss": 1.2401, "step": 2030 }, { "epoch": 32.9, "learning_rate": 0.09892473118279571, "loss": 1.2133, "step": 2040 }, { "epoch": 33.0, "eval_acc": 0.555952380952381, "eval_class_acc": [ 0.7142857142857143, 0.0, 0.18181818181818182, 0.75, 0.9629629629629629, 0.10714285714285714, 0.18518518518518517, 0.16666666666666666, 0.5862068965517241, 0.6538461538461539, 0.75, 0.0, 0.6666666666666666, 0.8275862068965517, 0.7692307692307693, 0.10714285714285714, 0.5, 0.8611111111111112, 0.45161290322580644, 0.2, 0.5454545454545454, 0.5555555555555556, 0.75, 0.896551724137931, 0.75, 0.9, 0.6052631578947368, 0.9142857142857143 ], "eval_loss": 1.7068336009979248, "eval_video_acc": 0.555952380952381, "step": 2046 }, { "epoch": 33.06, "learning_rate": 0.09886499402628435, "loss": 1.417, "step": 2050 }, { "epoch": 33.23, "learning_rate": 0.098805256869773, "loss": 1.2543, "step": 2060 }, { "epoch": 33.39, "learning_rate": 0.09874551971326166, "loss": 1.0029, "step": 2070 }, { "epoch": 33.55, "learning_rate": 0.09868578255675031, "loss": 0.9859, "step": 2080 }, { "epoch": 33.71, "learning_rate": 0.09862604540023895, "loss": 1.2755, "step": 2090 }, { "epoch": 33.87, "learning_rate": 0.0985663082437276, "loss": 1.1186, "step": 2100 }, { "epoch": 34.0, "eval_acc": 0.5964285714285714, "eval_class_acc": [ 0.8571428571428571, 0.8, 0.7575757575757576, 0.21428571428571427, 0.25925925925925924, 0.6428571428571429, 0.4444444444444444, 0.3333333333333333, 0.5517241379310345, 0.46153846153846156, 0.75, 0.38461538461538464, 0.8181818181818182, 0.06896551724137931, 0.5, 0.8928571428571429, 0.9375, 0.4444444444444444, 0.8064516129032258, 0.5666666666666667, 0.7878787878787878, 0.4444444444444444, 0.9285714285714286, 0.10344827586206896, 1.0, 0.2, 0.9210526315789473, 0.5714285714285714 ], "eval_loss": 1.4913361072540283, "eval_video_acc": 0.5964285714285714, "step": 2108 }, { "epoch": 34.03, "learning_rate": 0.09850657108721625, "loss": 1.3925, "step": 2110 }, { "epoch": 34.19, "learning_rate": 0.09844683393070491, "loss": 1.1232, "step": 2120 }, { "epoch": 34.35, "learning_rate": 0.09838709677419355, "loss": 1.1896, "step": 2130 }, { "epoch": 34.52, "learning_rate": 0.0983273596176822, "loss": 1.078, "step": 2140 }, { "epoch": 34.68, "learning_rate": 0.09826762246117085, "loss": 0.9597, "step": 2150 }, { "epoch": 34.84, "learning_rate": 0.09820788530465951, "loss": 1.1584, "step": 2160 }, { "epoch": 35.0, "learning_rate": 0.09814814814814815, "loss": 1.1661, "step": 2170 }, { "epoch": 35.0, "eval_acc": 0.6916666666666667, "eval_class_acc": [ 0.8214285714285714, 0.6, 0.2727272727272727, 0.8214285714285714, 0.6296296296296297, 0.7142857142857143, 0.3333333333333333, 0.7916666666666666, 0.3793103448275862, 0.6923076923076923, 0.90625, 0.5, 0.5454545454545454, 0.6551724137931034, 0.9230769230769231, 0.6785714285714286, 0.65625, 0.8888888888888888, 0.7096774193548387, 0.7, 0.6666666666666666, 0.7777777777777778, 0.5357142857142857, 1.0, 0.8571428571428571, 0.9666666666666667, 0.5263157894736842, 0.8285714285714286 ], "eval_loss": 1.0605744123458862, "eval_video_acc": 0.6916666666666667, "step": 2170 }, { "epoch": 35.16, "learning_rate": 0.0980884109916368, "loss": 0.8347, "step": 2180 }, { "epoch": 35.32, "learning_rate": 0.09802867383512545, "loss": 1.1441, "step": 2190 }, { "epoch": 35.48, "learning_rate": 0.0979689366786141, "loss": 1.0846, "step": 2200 }, { "epoch": 35.65, "learning_rate": 0.09790919952210275, "loss": 1.1185, "step": 2210 }, { "epoch": 35.81, "learning_rate": 0.0978494623655914, "loss": 1.139, "step": 2220 }, { "epoch": 35.97, "learning_rate": 0.09778972520908005, "loss": 1.1433, "step": 2230 }, { "epoch": 36.0, "eval_acc": 0.7166666666666667, "eval_class_acc": [ 0.75, 0.9666666666666667, 0.30303030303030304, 0.75, 0.3333333333333333, 0.8571428571428571, 0.5185185185185185, 0.75, 0.10344827586206896, 0.4230769230769231, 0.53125, 0.9230769230769231, 0.6363636363636364, 0.5862068965517241, 0.7692307692307693, 0.9285714285714286, 0.78125, 0.6388888888888888, 0.8709677419354839, 0.6333333333333333, 0.7878787878787878, 0.6666666666666666, 0.8214285714285714, 0.9655172413793104, 1.0, 0.8666666666666667, 0.9736842105263158, 0.8857142857142857 ], "eval_loss": 0.9703157544136047, "eval_video_acc": 0.7166666666666667, "step": 2232 }, { "epoch": 36.13, "learning_rate": 0.0977299880525687, "loss": 1.1112, "step": 2240 }, { "epoch": 36.29, "learning_rate": 0.09767025089605735, "loss": 1.1133, "step": 2250 }, { "epoch": 36.45, "learning_rate": 0.097610513739546, "loss": 1.2739, "step": 2260 }, { "epoch": 36.61, "learning_rate": 0.09755077658303465, "loss": 1.0087, "step": 2270 }, { "epoch": 36.77, "learning_rate": 0.0974910394265233, "loss": 1.0156, "step": 2280 }, { "epoch": 36.94, "learning_rate": 0.09743130227001195, "loss": 1.0569, "step": 2290 }, { "epoch": 37.0, "eval_acc": 0.6726190476190477, "eval_class_acc": [ 0.8214285714285714, 0.9666666666666667, 0.18181818181818182, 0.35714285714285715, 0.5185185185185185, 0.4642857142857143, 0.4444444444444444, 0.375, 0.6551724137931034, 0.6538461538461539, 0.5625, 0.6923076923076923, 0.9090909090909091, 0.3793103448275862, 0.7307692307692307, 0.75, 0.25, 0.8888888888888888, 0.9032258064516129, 0.6, 0.7575757575757576, 0.8055555555555556, 0.9285714285714286, 0.7586206896551724, 0.9642857142857143, 0.8333333333333334, 0.8947368421052632, 0.6285714285714286 ], "eval_loss": 1.2620474100112915, "eval_video_acc": 0.6726190476190477, "step": 2294 }, { "epoch": 37.1, "learning_rate": 0.0973715651135006, "loss": 1.107, "step": 2300 }, { "epoch": 37.26, "learning_rate": 0.09731182795698926, "loss": 1.0562, "step": 2310 }, { "epoch": 37.42, "learning_rate": 0.0972520908004779, "loss": 1.1991, "step": 2320 }, { "epoch": 37.58, "learning_rate": 0.09719235364396656, "loss": 1.045, "step": 2330 }, { "epoch": 37.74, "learning_rate": 0.09713261648745519, "loss": 1.053, "step": 2340 }, { "epoch": 37.9, "learning_rate": 0.09707287933094386, "loss": 1.1269, "step": 2350 }, { "epoch": 38.0, "eval_acc": 0.7166666666666667, "eval_class_acc": [ 0.8571428571428571, 0.7333333333333333, 0.3333333333333333, 0.9642857142857143, 0.3333333333333333, 0.5, 0.2962962962962963, 0.5833333333333334, 0.3448275862068966, 0.9230769230769231, 0.65625, 0.5384615384615384, 0.5151515151515151, 1.0, 0.7307692307692307, 0.8214285714285714, 0.8125, 0.7222222222222222, 0.5483870967741935, 0.7, 0.6666666666666666, 0.9722222222222222, 0.9642857142857143, 0.9310344827586207, 0.8214285714285714, 0.9666666666666667, 0.868421052631579, 0.8571428571428571 ], "eval_loss": 1.0137990713119507, "eval_video_acc": 0.7166666666666667, "step": 2356 }, { "epoch": 38.06, "learning_rate": 0.0970131421744325, "loss": 0.9938, "step": 2360 }, { "epoch": 38.23, "learning_rate": 0.09695340501792116, "loss": 0.9043, "step": 2370 }, { "epoch": 38.39, "learning_rate": 0.0968936678614098, "loss": 1.5082, "step": 2380 }, { "epoch": 38.55, "learning_rate": 0.09683393070489846, "loss": 1.134, "step": 2390 }, { "epoch": 38.71, "learning_rate": 0.09677419354838711, "loss": 1.1777, "step": 2400 }, { "epoch": 38.87, "learning_rate": 0.09671445639187576, "loss": 1.186, "step": 2410 }, { "epoch": 39.0, "eval_acc": 0.6535714285714286, "eval_class_acc": [ 0.39285714285714285, 0.6, 0.06060606060606061, 0.8214285714285714, 0.4444444444444444, 0.7857142857142857, 0.14814814814814814, 0.3333333333333333, 0.20689655172413793, 1.0, 0.59375, 0.5, 0.9393939393939394, 0.4827586206896552, 0.6153846153846154, 0.4642857142857143, 0.71875, 0.7777777777777778, 0.7096774193548387, 0.5666666666666667, 0.696969696969697, 0.9444444444444444, 0.8928571428571429, 0.8620689655172413, 0.9642857142857143, 0.9666666666666667, 0.8421052631578947, 0.7428571428571429 ], "eval_loss": 1.259273648262024, "eval_video_acc": 0.6535714285714286, "step": 2418 }, { "epoch": 39.03, "learning_rate": 0.0966547192353644, "loss": 0.9037, "step": 2420 }, { "epoch": 39.19, "learning_rate": 0.09659498207885304, "loss": 1.0595, "step": 2430 }, { "epoch": 39.35, "learning_rate": 0.09653524492234171, "loss": 0.9971, "step": 2440 }, { "epoch": 39.52, "learning_rate": 0.09647550776583036, "loss": 1.2588, "step": 2450 }, { "epoch": 39.68, "learning_rate": 0.096415770609319, "loss": 0.9314, "step": 2460 }, { "epoch": 39.84, "learning_rate": 0.09635603345280765, "loss": 1.1315, "step": 2470 }, { "epoch": 40.0, "learning_rate": 0.0962962962962963, "loss": 0.9763, "step": 2480 }, { "epoch": 40.0, "eval_acc": 0.6678571428571428, "eval_class_acc": [ 0.7857142857142857, 0.6, 0.45454545454545453, 0.6785714285714286, 0.3333333333333333, 0.5714285714285714, 0.6296296296296297, 0.5, 0.41379310344827586, 0.6153846153846154, 0.875, 0.4230769230769231, 0.9090909090909091, 0.3793103448275862, 0.9230769230769231, 0.39285714285714285, 0.96875, 0.6111111111111112, 0.8387096774193549, 0.43333333333333335, 0.7575757575757576, 0.5555555555555556, 0.9642857142857143, 0.9310344827586207, 1.0, 0.6666666666666666, 0.8421052631578947, 0.5428571428571428 ], "eval_loss": 1.162361741065979, "eval_video_acc": 0.6678571428571428, "step": 2480 }, { "epoch": 40.16, "learning_rate": 0.09623655913978496, "loss": 1.1661, "step": 2490 }, { "epoch": 40.32, "learning_rate": 0.0961768219832736, "loss": 1.1237, "step": 2500 }, { "epoch": 40.48, "learning_rate": 0.09611708482676225, "loss": 1.0059, "step": 2510 }, { "epoch": 40.65, "learning_rate": 0.0960573476702509, "loss": 1.1807, "step": 2520 }, { "epoch": 40.81, "learning_rate": 0.09599761051373956, "loss": 0.9642, "step": 2530 }, { "epoch": 40.97, "learning_rate": 0.0959378733572282, "loss": 1.0461, "step": 2540 }, { "epoch": 41.0, "eval_acc": 0.6511904761904762, "eval_class_acc": [ 0.8928571428571429, 0.4, 0.0, 1.0, 0.2222222222222222, 0.8571428571428571, 0.48148148148148145, 0.5833333333333334, 0.5862068965517241, 0.2692307692307692, 0.96875, 0.4230769230769231, 0.5151515151515151, 0.9310344827586207, 0.38461538461538464, 0.8571428571428571, 0.875, 0.8055555555555556, 0.6774193548387096, 0.2, 0.48484848484848486, 0.8333333333333334, 0.75, 0.9310344827586207, 0.6428571428571429, 0.9, 0.9736842105263158, 0.6 ], "eval_loss": 1.3453224897384644, "eval_video_acc": 0.6511904761904762, "step": 2542 }, { "epoch": 41.13, "learning_rate": 0.09587813620071685, "loss": 0.9581, "step": 2550 }, { "epoch": 41.29, "learning_rate": 0.0958183990442055, "loss": 1.1745, "step": 2560 }, { "epoch": 41.45, "learning_rate": 0.09575866188769415, "loss": 1.0718, "step": 2570 }, { "epoch": 41.61, "learning_rate": 0.0956989247311828, "loss": 0.9132, "step": 2580 }, { "epoch": 41.77, "learning_rate": 0.09563918757467145, "loss": 0.7857, "step": 2590 }, { "epoch": 41.94, "learning_rate": 0.0955794504181601, "loss": 0.9585, "step": 2600 }, { "epoch": 42.0, "eval_acc": 0.6416666666666667, "eval_class_acc": [ 0.6785714285714286, 0.5666666666666667, 0.12121212121212122, 0.75, 0.1111111111111111, 0.9285714285714286, 0.48148148148148145, 0.7916666666666666, 0.3448275862068966, 0.6923076923076923, 0.34375, 0.7307692307692307, 0.15151515151515152, 1.0, 0.38461538461538464, 0.6428571428571429, 0.90625, 0.75, 0.4838709677419355, 0.4666666666666667, 0.45454545454545453, 1.0, 0.7142857142857143, 0.9310344827586207, 0.7857142857142857, 1.0, 0.868421052631579, 0.8285714285714286 ], "eval_loss": 1.3702448606491089, "eval_video_acc": 0.6416666666666667, "step": 2604 }, { "epoch": 42.1, "learning_rate": 0.09551971326164875, "loss": 0.8458, "step": 2610 }, { "epoch": 42.26, "learning_rate": 0.0954599761051374, "loss": 0.7643, "step": 2620 }, { "epoch": 42.42, "learning_rate": 0.09540023894862605, "loss": 1.0519, "step": 2630 }, { "epoch": 42.58, "learning_rate": 0.0953405017921147, "loss": 1.1832, "step": 2640 }, { "epoch": 42.74, "learning_rate": 0.09528076463560335, "loss": 0.8778, "step": 2650 }, { "epoch": 42.9, "learning_rate": 0.095221027479092, "loss": 1.2304, "step": 2660 }, { "epoch": 43.0, "eval_acc": 0.5845238095238096, "eval_class_acc": [ 0.17857142857142858, 0.6, 0.24242424242424243, 0.6428571428571429, 0.5925925925925926, 0.39285714285714285, 0.5925925925925926, 0.20833333333333334, 0.4482758620689655, 0.34615384615384615, 0.96875, 0.34615384615384615, 0.9696969696969697, 0.20689655172413793, 0.2692307692307692, 0.8571428571428571, 0.9375, 0.4722222222222222, 0.2903225806451613, 0.6666666666666666, 0.45454545454545453, 0.8055555555555556, 1.0, 0.7931034482758621, 1.0, 0.7666666666666667, 0.6578947368421053, 0.45714285714285713 ], "eval_loss": 1.7105821371078491, "eval_video_acc": 0.5845238095238096, "step": 2666 }, { "epoch": 43.06, "learning_rate": 0.09516129032258065, "loss": 1.2837, "step": 2670 }, { "epoch": 43.23, "learning_rate": 0.0951015531660693, "loss": 0.9099, "step": 2680 }, { "epoch": 43.39, "learning_rate": 0.09504181600955795, "loss": 0.9814, "step": 2690 }, { "epoch": 43.55, "learning_rate": 0.0949820788530466, "loss": 1.1683, "step": 2700 }, { "epoch": 43.71, "learning_rate": 0.09492234169653524, "loss": 1.1602, "step": 2710 }, { "epoch": 43.87, "learning_rate": 0.0948626045400239, "loss": 1.152, "step": 2720 }, { "epoch": 44.0, "eval_acc": 0.6857142857142857, "eval_class_acc": [ 0.8928571428571429, 0.8, 0.3939393939393939, 0.7142857142857143, 0.48148148148148145, 0.8571428571428571, 0.7407407407407407, 0.75, 0.5862068965517241, 0.5384615384615384, 0.5625, 0.38461538461538464, 0.45454545454545453, 1.0, 0.6153846153846154, 0.6785714285714286, 0.4375, 0.3333333333333333, 0.7096774193548387, 0.8666666666666667, 0.8181818181818182, 0.6111111111111112, 0.9285714285714286, 0.9655172413793104, 0.8571428571428571, 1.0, 0.7631578947368421, 0.6 ], "eval_loss": 1.244061827659607, "eval_video_acc": 0.6857142857142857, "step": 2728 }, { "epoch": 44.03, "learning_rate": 0.09480286738351255, "loss": 0.8122, "step": 2730 }, { "epoch": 44.19, "learning_rate": 0.0947431302270012, "loss": 0.8845, "step": 2740 }, { "epoch": 44.35, "learning_rate": 0.09468339307048984, "loss": 1.0788, "step": 2750 }, { "epoch": 44.52, "learning_rate": 0.0946236559139785, "loss": 1.0109, "step": 2760 }, { "epoch": 44.68, "learning_rate": 0.09456391875746716, "loss": 1.1106, "step": 2770 }, { "epoch": 44.84, "learning_rate": 0.0945041816009558, "loss": 0.7697, "step": 2780 }, { "epoch": 45.0, "learning_rate": 0.09444444444444444, "loss": 0.9471, "step": 2790 }, { "epoch": 45.0, "eval_acc": 0.675, "eval_class_acc": [ 0.8214285714285714, 0.9333333333333333, 0.09090909090909091, 0.6785714285714286, 0.5185185185185185, 0.8571428571428571, 0.07407407407407407, 0.5833333333333334, 0.3448275862068966, 0.9230769230769231, 0.84375, 0.038461538461538464, 0.5757575757575758, 0.8275862068965517, 0.8076923076923077, 0.9642857142857143, 0.71875, 0.6111111111111112, 0.5483870967741935, 0.8666666666666667, 0.5151515151515151, 0.9722222222222222, 0.8214285714285714, 0.9655172413793104, 0.32142857142857145, 1.0, 0.631578947368421, 0.9428571428571428 ], "eval_loss": 1.4366470575332642, "eval_video_acc": 0.675, "step": 2790 }, { "epoch": 45.16, "learning_rate": 0.09438470728793309, "loss": 1.0945, "step": 2800 }, { "epoch": 45.32, "learning_rate": 0.09432497013142176, "loss": 1.1745, "step": 2810 }, { "epoch": 45.48, "learning_rate": 0.0942652329749104, "loss": 1.0538, "step": 2820 }, { "epoch": 45.65, "learning_rate": 0.09420549581839904, "loss": 0.7266, "step": 2830 }, { "epoch": 45.81, "learning_rate": 0.0941457586618877, "loss": 1.0532, "step": 2840 }, { "epoch": 45.97, "learning_rate": 0.09408602150537636, "loss": 0.93, "step": 2850 }, { "epoch": 46.0, "eval_acc": 0.7440476190476191, "eval_class_acc": [ 0.9642857142857143, 0.9333333333333333, 0.45454545454545453, 0.6071428571428571, 0.3333333333333333, 0.8928571428571429, 0.37037037037037035, 0.3333333333333333, 0.1724137931034483, 0.9230769230769231, 0.625, 0.7307692307692307, 0.7272727272727273, 0.9310344827586207, 0.7692307692307693, 0.8214285714285714, 0.96875, 0.7222222222222222, 0.7419354838709677, 0.8666666666666667, 0.696969696969697, 0.9444444444444444, 0.7857142857142857, 1.0, 0.7857142857142857, 0.9333333333333333, 0.7894736842105263, 0.8571428571428571 ], "eval_loss": 1.00957190990448, "eval_video_acc": 0.7440476190476191, "step": 2852 }, { "epoch": 46.13, "learning_rate": 0.09402628434886501, "loss": 0.6445, "step": 2860 }, { "epoch": 46.29, "learning_rate": 0.09396654719235364, "loss": 0.8536, "step": 2870 }, { "epoch": 46.45, "learning_rate": 0.0939068100358423, "loss": 0.9944, "step": 2880 }, { "epoch": 46.61, "learning_rate": 0.09384707287933094, "loss": 0.9995, "step": 2890 }, { "epoch": 46.77, "learning_rate": 0.09378733572281961, "loss": 0.915, "step": 2900 }, { "epoch": 46.94, "learning_rate": 0.09372759856630825, "loss": 1.0036, "step": 2910 }, { "epoch": 47.0, "eval_acc": 0.6392857142857142, "eval_class_acc": [ 0.21428571428571427, 0.6, 0.5151515151515151, 0.7142857142857143, 0.6666666666666666, 0.7142857142857143, 0.37037037037037035, 0.25, 0.6896551724137931, 0.07692307692307693, 0.09375, 0.9230769230769231, 0.8484848484848485, 0.4482758620689655, 0.7307692307692307, 0.5714285714285714, 0.6875, 0.8888888888888888, 0.7419354838709677, 0.6666666666666666, 0.7272727272727273, 0.25, 0.8214285714285714, 1.0, 0.8214285714285714, 1.0, 0.9736842105263158, 0.7142857142857143 ], "eval_loss": 1.3621938228607178, "eval_video_acc": 0.6392857142857142, "step": 2914 }, { "epoch": 47.1, "learning_rate": 0.0936678614097969, "loss": 1.1723, "step": 2920 }, { "epoch": 47.26, "learning_rate": 0.09360812425328555, "loss": 0.591, "step": 2930 }, { "epoch": 47.42, "learning_rate": 0.0935483870967742, "loss": 0.7656, "step": 2940 }, { "epoch": 47.58, "learning_rate": 0.09348864994026285, "loss": 0.7237, "step": 2950 }, { "epoch": 47.74, "learning_rate": 0.0934289127837515, "loss": 0.6688, "step": 2960 }, { "epoch": 47.9, "learning_rate": 0.09336917562724015, "loss": 1.02, "step": 2970 }, { "epoch": 48.0, "eval_acc": 0.7214285714285714, "eval_class_acc": [ 0.8214285714285714, 0.6, 0.696969696969697, 0.42857142857142855, 0.9259259259259259, 0.6785714285714286, 0.25925925925925924, 0.5416666666666666, 0.1724137931034483, 0.6923076923076923, 0.71875, 0.5769230769230769, 0.8484848484848485, 0.6896551724137931, 0.8076923076923077, 0.8214285714285714, 0.6875, 0.6666666666666666, 0.8064516129032258, 0.8333333333333334, 0.6060606060606061, 0.8888888888888888, 0.9285714285714286, 0.9655172413793104, 0.8214285714285714, 0.9666666666666667, 0.7631578947368421, 0.8571428571428571 ], "eval_loss": 1.0981237888336182, "eval_video_acc": 0.7214285714285714, "step": 2976 }, { "epoch": 48.06, "learning_rate": 0.0933094384707288, "loss": 0.8161, "step": 2980 }, { "epoch": 48.23, "learning_rate": 0.09324970131421745, "loss": 0.8935, "step": 2990 }, { "epoch": 48.39, "learning_rate": 0.0931899641577061, "loss": 0.739, "step": 3000 }, { "epoch": 48.55, "learning_rate": 0.09313022700119475, "loss": 0.6859, "step": 3010 }, { "epoch": 48.71, "learning_rate": 0.0930704898446834, "loss": 0.9771, "step": 3020 }, { "epoch": 48.87, "learning_rate": 0.09301075268817205, "loss": 0.7524, "step": 3030 }, { "epoch": 49.0, "eval_acc": 0.7547619047619047, "eval_class_acc": [ 0.6785714285714286, 0.9666666666666667, 0.48484848484848486, 0.6785714285714286, 0.48148148148148145, 0.8571428571428571, 0.4444444444444444, 0.5416666666666666, 0.4482758620689655, 0.8846153846153846, 0.5625, 0.8461538461538461, 0.6060606060606061, 0.8620689655172413, 0.8076923076923077, 0.8571428571428571, 0.78125, 0.7777777777777778, 0.8064516129032258, 0.9, 0.7272727272727273, 1.0, 0.9285714285714286, 1.0, 0.8214285714285714, 1.0, 0.7368421052631579, 0.6285714285714286 ], "eval_loss": 1.119970440864563, "eval_video_acc": 0.7547619047619047, "step": 3038 }, { "epoch": 49.03, "learning_rate": 0.0929510155316607, "loss": 0.6166, "step": 3040 }, { "epoch": 49.19, "learning_rate": 0.09289127837514935, "loss": 0.7627, "step": 3050 }, { "epoch": 49.35, "learning_rate": 0.092831541218638, "loss": 0.8215, "step": 3060 }, { "epoch": 49.52, "learning_rate": 0.09277180406212665, "loss": 0.6694, "step": 3070 }, { "epoch": 49.68, "learning_rate": 0.0927120669056153, "loss": 0.9122, "step": 3080 }, { "epoch": 49.84, "learning_rate": 0.09265232974910395, "loss": 0.8817, "step": 3090 }, { "epoch": 50.0, "learning_rate": 0.0925925925925926, "loss": 0.7809, "step": 3100 }, { "epoch": 50.0, "eval_acc": 0.7011904761904761, "eval_class_acc": [ 0.7857142857142857, 0.5666666666666667, 0.5757575757575758, 0.5714285714285714, 0.7777777777777778, 0.7857142857142857, 0.3333333333333333, 0.4166666666666667, 0.13793103448275862, 0.7692307692307693, 0.1875, 0.5, 0.7575757575757576, 0.8620689655172413, 0.6153846153846154, 0.6428571428571429, 0.46875, 0.8611111111111112, 0.9032258064516129, 0.7333333333333333, 0.8484848484848485, 0.9166666666666666, 0.8928571428571429, 1.0, 0.75, 1.0, 0.9210526315789473, 0.8285714285714286 ], "eval_loss": 1.2238095998764038, "eval_video_acc": 0.7011904761904761, "step": 3100 }, { "epoch": 50.16, "learning_rate": 0.09253285543608125, "loss": 0.7896, "step": 3110 }, { "epoch": 50.32, "learning_rate": 0.09247311827956989, "loss": 0.8031, "step": 3120 }, { "epoch": 50.48, "learning_rate": 0.09241338112305855, "loss": 0.6857, "step": 3130 }, { "epoch": 50.65, "learning_rate": 0.0923536439665472, "loss": 0.7212, "step": 3140 }, { "epoch": 50.81, "learning_rate": 0.09229390681003585, "loss": 0.549, "step": 3150 }, { "epoch": 50.97, "learning_rate": 0.09223416965352449, "loss": 0.8482, "step": 3160 }, { "epoch": 51.0, "eval_acc": 0.7011904761904761, "eval_class_acc": [ 0.8928571428571429, 0.7333333333333333, 0.5454545454545454, 0.7857142857142857, 0.37037037037037035, 0.5714285714285714, 0.5555555555555556, 0.6666666666666666, 0.13793103448275862, 1.0, 0.59375, 0.8846153846153846, 0.5454545454545454, 0.9310344827586207, 0.3076923076923077, 0.9642857142857143, 0.53125, 0.7777777777777778, 0.8064516129032258, 0.6, 0.5454545454545454, 0.8611111111111112, 0.8928571428571429, 0.9655172413793104, 0.8928571428571429, 1.0, 0.42105263157894735, 0.9142857142857143 ], "eval_loss": 1.3734575510025024, "eval_video_acc": 0.7011904761904761, "step": 3162 }, { "epoch": 51.13, "learning_rate": 0.09217443249701314, "loss": 1.0854, "step": 3170 }, { "epoch": 51.29, "learning_rate": 0.0921146953405018, "loss": 0.8781, "step": 3180 }, { "epoch": 51.45, "learning_rate": 0.09205495818399045, "loss": 0.6928, "step": 3190 }, { "epoch": 51.61, "learning_rate": 0.09199522102747909, "loss": 0.6759, "step": 3200 }, { "epoch": 51.77, "learning_rate": 0.09193548387096774, "loss": 1.02, "step": 3210 }, { "epoch": 51.94, "learning_rate": 0.0918757467144564, "loss": 0.6744, "step": 3220 }, { "epoch": 52.0, "eval_acc": 0.8, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.48484848484848486, 0.6785714285714286, 0.5185185185185185, 0.8214285714285714, 0.7407407407407407, 0.625, 0.7931034482758621, 0.5, 0.8125, 0.5384615384615384, 0.9696969696969697, 0.6896551724137931, 0.9230769230769231, 0.5714285714285714, 0.75, 0.8055555555555556, 0.8709677419354839, 0.9, 0.8484848484848485, 0.9722222222222222, 1.0, 0.8275862068965517, 0.9642857142857143, 0.9666666666666667, 0.8421052631578947, 0.9142857142857143 ], "eval_loss": 0.7195280194282532, "eval_video_acc": 0.8, "step": 3224 }, { "epoch": 52.1, "learning_rate": 0.09181600955794506, "loss": 0.6546, "step": 3230 }, { "epoch": 52.26, "learning_rate": 0.09175627240143369, "loss": 0.5755, "step": 3240 }, { "epoch": 52.42, "learning_rate": 0.09169653524492234, "loss": 0.5248, "step": 3250 }, { "epoch": 52.58, "learning_rate": 0.09163679808841099, "loss": 0.6755, "step": 3260 }, { "epoch": 52.74, "learning_rate": 0.09157706093189966, "loss": 0.8867, "step": 3270 }, { "epoch": 52.9, "learning_rate": 0.09151732377538829, "loss": 0.7231, "step": 3280 }, { "epoch": 53.0, "eval_acc": 0.7083333333333334, "eval_class_acc": [ 0.8571428571428571, 0.9666666666666667, 0.18181818181818182, 0.5, 0.3333333333333333, 0.5357142857142857, 0.6296296296296297, 0.625, 0.2413793103448276, 0.8461538461538461, 0.71875, 0.46153846153846156, 0.42424242424242425, 0.896551724137931, 0.8461538461538461, 0.8214285714285714, 0.9375, 0.7222222222222222, 0.967741935483871, 0.6666666666666666, 0.696969696969697, 0.6388888888888888, 0.9642857142857143, 0.9310344827586207, 0.6428571428571429, 1.0, 0.9210526315789473, 0.8 ], "eval_loss": 1.2273530960083008, "eval_video_acc": 0.7083333333333334, "step": 3286 }, { "epoch": 53.06, "learning_rate": 0.09145758661887694, "loss": 0.66, "step": 3290 }, { "epoch": 53.23, "learning_rate": 0.0913978494623656, "loss": 0.8228, "step": 3300 }, { "epoch": 53.39, "learning_rate": 0.09133811230585426, "loss": 0.7107, "step": 3310 }, { "epoch": 53.55, "learning_rate": 0.0912783751493429, "loss": 0.7868, "step": 3320 }, { "epoch": 53.71, "learning_rate": 0.09121863799283154, "loss": 0.7534, "step": 3330 }, { "epoch": 53.87, "learning_rate": 0.0911589008363202, "loss": 0.8081, "step": 3340 }, { "epoch": 54.0, "eval_acc": 0.7678571428571429, "eval_class_acc": [ 0.8928571428571429, 0.8, 0.6060606060606061, 0.5, 0.6666666666666666, 0.6428571428571429, 0.48148148148148145, 0.5833333333333334, 0.2413793103448276, 0.9615384615384616, 0.90625, 0.23076923076923078, 0.696969696969697, 0.8620689655172413, 0.8461538461538461, 0.8214285714285714, 0.9375, 0.9444444444444444, 0.8709677419354839, 0.7666666666666667, 0.7575757575757576, 1.0, 0.8928571428571429, 0.9655172413793104, 0.9642857142857143, 0.9, 0.868421052631579, 0.6857142857142857 ], "eval_loss": 0.9897255897521973, "eval_video_acc": 0.7678571428571429, "step": 3348 }, { "epoch": 54.03, "learning_rate": 0.09109916367980884, "loss": 0.9255, "step": 3350 }, { "epoch": 54.19, "learning_rate": 0.0910394265232975, "loss": 0.61, "step": 3360 }, { "epoch": 54.35, "learning_rate": 0.09097968936678615, "loss": 0.4444, "step": 3370 }, { "epoch": 54.52, "learning_rate": 0.0909199522102748, "loss": 0.8049, "step": 3380 }, { "epoch": 54.68, "learning_rate": 0.09086021505376345, "loss": 0.765, "step": 3390 }, { "epoch": 54.84, "learning_rate": 0.0908004778972521, "loss": 0.7433, "step": 3400 }, { "epoch": 55.0, "learning_rate": 0.09074074074074075, "loss": 0.8827, "step": 3410 }, { "epoch": 55.0, "eval_acc": 0.7142857142857143, "eval_class_acc": [ 0.8928571428571429, 1.0, 0.6666666666666666, 0.7857142857142857, 0.5555555555555556, 0.8571428571428571, 0.2962962962962963, 0.5, 0.3448275862068966, 0.4230769230769231, 0.875, 0.3076923076923077, 0.5757575757575758, 0.9655172413793104, 0.23076923076923078, 1.0, 0.53125, 0.08333333333333333, 0.9032258064516129, 0.7333333333333333, 0.7575757575757576, 1.0, 0.9642857142857143, 0.9655172413793104, 0.8928571428571429, 0.9666666666666667, 1.0, 0.7428571428571429 ], "eval_loss": 1.2929282188415527, "eval_video_acc": 0.7142857142857143, "step": 3410 }, { "epoch": 55.16, "learning_rate": 0.0906810035842294, "loss": 0.776, "step": 3420 }, { "epoch": 55.32, "learning_rate": 0.09062126642771805, "loss": 0.6185, "step": 3430 }, { "epoch": 55.48, "learning_rate": 0.0905615292712067, "loss": 0.8823, "step": 3440 }, { "epoch": 55.65, "learning_rate": 0.09050179211469535, "loss": 0.6707, "step": 3450 }, { "epoch": 55.81, "learning_rate": 0.090442054958184, "loss": 0.8466, "step": 3460 }, { "epoch": 55.97, "learning_rate": 0.09038231780167265, "loss": 0.7282, "step": 3470 }, { "epoch": 56.0, "eval_acc": 0.6869047619047619, "eval_class_acc": [ 0.75, 0.6666666666666666, 0.6666666666666666, 0.6428571428571429, 0.3333333333333333, 0.8214285714285714, 0.5555555555555556, 0.7083333333333334, 0.06896551724137931, 0.7692307692307693, 0.375, 0.6153846153846154, 0.696969696969697, 0.7241379310344828, 0.8076923076923077, 0.9285714285714286, 0.71875, 0.9444444444444444, 0.7096774193548387, 0.9, 0.3939393939393939, 0.9444444444444444, 0.8928571428571429, 0.8275862068965517, 0.21428571428571427, 1.0, 0.5789473684210527, 0.8857142857142857 ], "eval_loss": 1.3522263765335083, "eval_video_acc": 0.6869047619047619, "step": 3472 }, { "epoch": 56.13, "learning_rate": 0.0903225806451613, "loss": 0.6725, "step": 3480 }, { "epoch": 56.29, "learning_rate": 0.09026284348864994, "loss": 0.8048, "step": 3490 }, { "epoch": 56.45, "learning_rate": 0.0902031063321386, "loss": 0.8486, "step": 3500 }, { "epoch": 56.61, "learning_rate": 0.09014336917562725, "loss": 0.8402, "step": 3510 }, { "epoch": 56.77, "learning_rate": 0.0900836320191159, "loss": 0.5018, "step": 3520 }, { "epoch": 56.94, "learning_rate": 0.09002389486260454, "loss": 0.7736, "step": 3530 }, { "epoch": 57.0, "eval_acc": 0.7428571428571429, "eval_class_acc": [ 0.8571428571428571, 0.6333333333333333, 0.48484848484848486, 0.7142857142857143, 0.6296296296296297, 0.7142857142857143, 0.5555555555555556, 0.6666666666666666, 0.20689655172413793, 1.0, 0.25, 0.38461538461538464, 0.3939393939393939, 0.9310344827586207, 0.8461538461538461, 0.8571428571428571, 0.625, 0.9166666666666666, 0.8064516129032258, 0.8666666666666667, 0.8787878787878788, 1.0, 0.9285714285714286, 0.9655172413793104, 0.9285714285714286, 1.0, 0.7105263157894737, 1.0 ], "eval_loss": 1.2097265720367432, "eval_video_acc": 0.7428571428571429, "step": 3534 }, { "epoch": 57.1, "learning_rate": 0.0899641577060932, "loss": 0.8167, "step": 3540 }, { "epoch": 57.26, "learning_rate": 0.08990442054958185, "loss": 0.813, "step": 3550 }, { "epoch": 57.42, "learning_rate": 0.0898446833930705, "loss": 0.9179, "step": 3560 }, { "epoch": 57.58, "learning_rate": 0.08978494623655914, "loss": 0.727, "step": 3570 }, { "epoch": 57.74, "learning_rate": 0.08972520908004779, "loss": 0.5382, "step": 3580 }, { "epoch": 57.9, "learning_rate": 0.08966547192353645, "loss": 0.5117, "step": 3590 }, { "epoch": 58.0, "eval_acc": 0.7119047619047619, "eval_class_acc": [ 0.7857142857142857, 0.9333333333333333, 0.8181818181818182, 0.75, 0.7777777777777778, 0.8214285714285714, 0.25925925925925924, 0.5, 0.41379310344827586, 0.5769230769230769, 0.5625, 0.9230769230769231, 0.2727272727272727, 1.0, 0.23076923076923078, 0.9285714285714286, 0.59375, 0.9722222222222222, 0.8064516129032258, 0.5666666666666667, 0.9393939393939394, 0.5833333333333334, 0.6428571428571429, 0.896551724137931, 0.6785714285714286, 1.0, 0.7894736842105263, 0.7714285714285715 ], "eval_loss": 1.4011930227279663, "eval_video_acc": 0.7119047619047619, "step": 3596 }, { "epoch": 58.06, "learning_rate": 0.0896057347670251, "loss": 0.6702, "step": 3600 }, { "epoch": 58.23, "learning_rate": 0.08954599761051374, "loss": 0.616, "step": 3610 }, { "epoch": 58.39, "learning_rate": 0.08948626045400239, "loss": 0.6819, "step": 3620 }, { "epoch": 58.55, "learning_rate": 0.08942652329749104, "loss": 0.7844, "step": 3630 }, { "epoch": 58.71, "learning_rate": 0.0893667861409797, "loss": 0.5778, "step": 3640 }, { "epoch": 58.87, "learning_rate": 0.08930704898446834, "loss": 0.5495, "step": 3650 }, { "epoch": 59.0, "eval_acc": 0.7404761904761905, "eval_class_acc": [ 0.8928571428571429, 0.9333333333333333, 0.696969696969697, 0.5357142857142857, 0.7777777777777778, 0.8928571428571429, 0.2962962962962963, 0.3333333333333333, 0.20689655172413793, 0.6538461538461539, 0.5625, 0.6923076923076923, 0.5454545454545454, 0.9655172413793104, 0.8076923076923077, 0.6785714285714286, 0.65625, 0.8888888888888888, 0.9354838709677419, 0.7666666666666667, 0.696969696969697, 0.8333333333333334, 1.0, 0.9310344827586207, 0.7857142857142857, 1.0, 0.7631578947368421, 0.8571428571428571 ], "eval_loss": 0.9897722601890564, "eval_video_acc": 0.7404761904761905, "step": 3658 }, { "epoch": 59.03, "learning_rate": 0.08924731182795699, "loss": 0.6854, "step": 3660 }, { "epoch": 59.19, "learning_rate": 0.08918757467144564, "loss": 0.8668, "step": 3670 }, { "epoch": 59.35, "learning_rate": 0.0891278375149343, "loss": 0.6944, "step": 3680 }, { "epoch": 59.52, "learning_rate": 0.08906810035842294, "loss": 0.6964, "step": 3690 }, { "epoch": 59.68, "learning_rate": 0.08900836320191159, "loss": 0.7264, "step": 3700 }, { "epoch": 59.84, "learning_rate": 0.08894862604540024, "loss": 0.8652, "step": 3710 }, { "epoch": 60.0, "learning_rate": 0.08888888888888889, "loss": 0.5068, "step": 3720 }, { "epoch": 60.0, "eval_acc": 0.7523809523809524, "eval_class_acc": [ 0.4642857142857143, 0.9666666666666667, 0.12121212121212122, 0.8928571428571429, 0.5185185185185185, 0.7857142857142857, 0.48148148148148145, 0.75, 0.3103448275862069, 0.8461538461538461, 0.78125, 0.8461538461538461, 0.9696969696969697, 0.3448275862068966, 0.8076923076923077, 0.8571428571428571, 0.78125, 0.8888888888888888, 0.7419354838709677, 0.5333333333333333, 0.8181818181818182, 1.0, 0.9642857142857143, 0.8620689655172413, 0.8571428571428571, 0.9666666666666667, 0.8421052631578947, 0.9428571428571428 ], "eval_loss": 1.213058352470398, "eval_video_acc": 0.7523809523809524, "step": 3720 }, { "epoch": 60.16, "learning_rate": 0.08882915173237754, "loss": 0.6972, "step": 3730 }, { "epoch": 60.32, "learning_rate": 0.08876941457586619, "loss": 0.7057, "step": 3740 }, { "epoch": 60.48, "learning_rate": 0.08870967741935484, "loss": 0.5408, "step": 3750 }, { "epoch": 60.65, "learning_rate": 0.0886499402628435, "loss": 0.7003, "step": 3760 }, { "epoch": 60.81, "learning_rate": 0.08859020310633214, "loss": 0.8691, "step": 3770 }, { "epoch": 60.97, "learning_rate": 0.0885304659498208, "loss": 0.6594, "step": 3780 }, { "epoch": 61.0, "eval_acc": 0.7976190476190477, "eval_class_acc": [ 0.7857142857142857, 0.7, 0.8181818181818182, 0.9285714285714286, 0.6666666666666666, 0.6785714285714286, 0.5185185185185185, 0.75, 0.41379310344827586, 0.6153846153846154, 0.625, 0.8076923076923077, 0.8484848484848485, 0.8275862068965517, 0.6923076923076923, 0.8928571428571429, 0.875, 0.8611111111111112, 0.9032258064516129, 0.5333333333333333, 1.0, 0.8611111111111112, 0.9642857142857143, 0.9310344827586207, 0.9285714285714286, 0.9666666666666667, 0.9473684210526315, 0.8285714285714286 ], "eval_loss": 0.6679027676582336, "eval_video_acc": 0.7976190476190477, "step": 3782 }, { "epoch": 61.13, "learning_rate": 0.08847072879330944, "loss": 0.5951, "step": 3790 }, { "epoch": 61.29, "learning_rate": 0.0884109916367981, "loss": 0.5168, "step": 3800 }, { "epoch": 61.45, "learning_rate": 0.08835125448028674, "loss": 0.7823, "step": 3810 }, { "epoch": 61.61, "learning_rate": 0.0882915173237754, "loss": 0.5282, "step": 3820 }, { "epoch": 61.77, "learning_rate": 0.08823178016726405, "loss": 0.7625, "step": 3830 }, { "epoch": 61.94, "learning_rate": 0.0881720430107527, "loss": 0.7173, "step": 3840 }, { "epoch": 62.0, "eval_acc": 0.8119047619047619, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.7575757575757576, 1.0, 0.8148148148148148, 0.8928571428571429, 0.18518518518518517, 0.5416666666666666, 0.8275862068965517, 0.5384615384615384, 0.75, 0.8076923076923077, 0.8787878787878788, 0.6551724137931034, 0.9230769230769231, 0.6785714285714286, 0.84375, 0.7777777777777778, 0.9032258064516129, 0.5, 0.8484848484848485, 0.9444444444444444, 0.9642857142857143, 0.9655172413793104, 0.8928571428571429, 1.0, 0.868421052631579, 0.9142857142857143 ], "eval_loss": 0.861909806728363, "eval_video_acc": 0.8119047619047619, "step": 3844 }, { "epoch": 62.1, "learning_rate": 0.08811230585424135, "loss": 0.6365, "step": 3850 }, { "epoch": 62.26, "learning_rate": 0.08805256869772998, "loss": 0.554, "step": 3860 }, { "epoch": 62.42, "learning_rate": 0.08799283154121865, "loss": 0.5771, "step": 3870 }, { "epoch": 62.58, "learning_rate": 0.0879330943847073, "loss": 0.5798, "step": 3880 }, { "epoch": 62.74, "learning_rate": 0.08787335722819595, "loss": 0.7181, "step": 3890 }, { "epoch": 62.9, "learning_rate": 0.08781362007168458, "loss": 0.5621, "step": 3900 }, { "epoch": 63.0, "eval_acc": 0.7785714285714286, "eval_class_acc": [ 0.8571428571428571, 0.8333333333333334, 0.3333333333333333, 0.8571428571428571, 0.4444444444444444, 0.9285714285714286, 0.6296296296296297, 0.5, 0.5517241379310345, 1.0, 0.3125, 0.5384615384615384, 0.7272727272727273, 0.7931034482758621, 0.46153846153846156, 0.9642857142857143, 0.84375, 0.6666666666666666, 0.9032258064516129, 0.9333333333333333, 0.9393939393939394, 1.0, 1.0, 0.9310344827586207, 0.9642857142857143, 0.9666666666666667, 1.0, 0.8 ], "eval_loss": 0.9582822918891907, "eval_video_acc": 0.7785714285714286, "step": 3906 }, { "epoch": 63.06, "learning_rate": 0.08775388291517325, "loss": 0.7632, "step": 3910 }, { "epoch": 63.23, "learning_rate": 0.0876941457586619, "loss": 0.5045, "step": 3920 }, { "epoch": 63.39, "learning_rate": 0.08763440860215055, "loss": 0.4415, "step": 3930 }, { "epoch": 63.55, "learning_rate": 0.08757467144563919, "loss": 0.8438, "step": 3940 }, { "epoch": 63.71, "learning_rate": 0.08751493428912784, "loss": 0.6563, "step": 3950 }, { "epoch": 63.87, "learning_rate": 0.0874551971326165, "loss": 0.5181, "step": 3960 }, { "epoch": 64.0, "eval_acc": 0.7452380952380953, "eval_class_acc": [ 1.0, 0.8333333333333334, 0.36363636363636365, 0.9285714285714286, 0.37037037037037035, 0.6428571428571429, 0.48148148148148145, 0.7916666666666666, 0.1724137931034483, 0.34615384615384615, 0.625, 0.8461538461538461, 0.8484848484848485, 0.6551724137931034, 0.3076923076923077, 0.8928571428571429, 0.96875, 0.8333333333333334, 0.5806451612903226, 0.9, 0.8484848484848485, 1.0, 0.9285714285714286, 1.0, 0.75, 1.0, 0.7368421052631579, 1.0 ], "eval_loss": 1.1619981527328491, "eval_video_acc": 0.7452380952380953, "step": 3968 }, { "epoch": 64.03, "learning_rate": 0.08739545997610515, "loss": 0.4182, "step": 3970 }, { "epoch": 64.19, "learning_rate": 0.08733572281959379, "loss": 0.6681, "step": 3980 }, { "epoch": 64.35, "learning_rate": 0.08727598566308244, "loss": 0.6665, "step": 3990 }, { "epoch": 64.52, "learning_rate": 0.0872162485065711, "loss": 0.6977, "step": 4000 }, { "epoch": 64.68, "learning_rate": 0.08715651135005975, "loss": 0.4711, "step": 4010 }, { "epoch": 64.84, "learning_rate": 0.08709677419354839, "loss": 0.6163, "step": 4020 }, { "epoch": 65.0, "learning_rate": 0.08703703703703704, "loss": 0.7188, "step": 4030 }, { "epoch": 65.0, "eval_acc": 0.7523809523809524, "eval_class_acc": [ 0.8214285714285714, 0.6333333333333333, 0.45454545454545453, 0.9642857142857143, 0.48148148148148145, 0.8214285714285714, 0.5555555555555556, 0.4166666666666667, 0.41379310344827586, 0.9615384615384616, 0.84375, 0.5, 0.696969696969697, 0.8620689655172413, 0.7692307692307693, 0.7142857142857143, 0.90625, 0.75, 0.8709677419354839, 0.7, 0.6363636363636364, 0.9722222222222222, 0.8214285714285714, 1.0, 0.7857142857142857, 1.0, 0.7368421052631579, 0.8571428571428571 ], "eval_loss": 0.9688366651535034, "eval_video_acc": 0.7523809523809524, "step": 4030 }, { "epoch": 65.16, "learning_rate": 0.08697729988052569, "loss": 0.5532, "step": 4040 }, { "epoch": 65.32, "learning_rate": 0.08691756272401435, "loss": 0.4533, "step": 4050 }, { "epoch": 65.48, "learning_rate": 0.08685782556750299, "loss": 0.5293, "step": 4060 }, { "epoch": 65.65, "learning_rate": 0.08679808841099164, "loss": 0.4685, "step": 4070 }, { "epoch": 65.81, "learning_rate": 0.08673835125448029, "loss": 0.6471, "step": 4080 }, { "epoch": 65.97, "learning_rate": 0.08667861409796894, "loss": 0.5432, "step": 4090 }, { "epoch": 66.0, "eval_acc": 0.6071428571428571, "eval_class_acc": [ 0.7857142857142857, 0.9333333333333333, 0.30303030303030304, 0.8214285714285714, 0.1111111111111111, 0.6071428571428571, 0.5555555555555556, 0.6666666666666666, 0.034482758620689655, 0.038461538461538464, 0.21875, 0.8461538461538461, 0.42424242424242425, 0.8620689655172413, 0.15384615384615385, 0.9642857142857143, 0.25, 0.75, 0.8064516129032258, 0.8666666666666667, 0.6060606060606061, 0.9722222222222222, 0.6785714285714286, 0.8620689655172413, 0.6428571428571429, 1.0, 0.7105263157894737, 0.42857142857142855 ], "eval_loss": 2.4154887199401855, "eval_video_acc": 0.6071428571428571, "step": 4092 }, { "epoch": 66.13, "learning_rate": 0.08661887694145759, "loss": 0.8878, "step": 4100 }, { "epoch": 66.29, "learning_rate": 0.08655913978494624, "loss": 0.5272, "step": 4110 }, { "epoch": 66.45, "learning_rate": 0.08649940262843489, "loss": 0.8329, "step": 4120 }, { "epoch": 66.61, "learning_rate": 0.08643966547192354, "loss": 0.7079, "step": 4130 }, { "epoch": 66.77, "learning_rate": 0.08637992831541219, "loss": 0.6719, "step": 4140 }, { "epoch": 66.94, "learning_rate": 0.08632019115890084, "loss": 0.8147, "step": 4150 }, { "epoch": 67.0, "eval_acc": 0.736904761904762, "eval_class_acc": [ 1.0, 0.9666666666666667, 0.42424242424242425, 0.6071428571428571, 0.5555555555555556, 0.8928571428571429, 0.6666666666666666, 0.5833333333333334, 0.5172413793103449, 0.9615384615384616, 0.3125, 0.46153846153846156, 0.8484848484848485, 0.7931034482758621, 0.6923076923076923, 0.7142857142857143, 0.6875, 0.5833333333333334, 0.8064516129032258, 0.8666666666666667, 0.696969696969697, 1.0, 0.8928571428571429, 0.9655172413793104, 0.7142857142857143, 0.9333333333333333, 0.5789473684210527, 0.9142857142857143 ], "eval_loss": 1.081681489944458, "eval_video_acc": 0.736904761904762, "step": 4154 }, { "epoch": 67.1, "learning_rate": 0.08626045400238949, "loss": 0.3695, "step": 4160 }, { "epoch": 67.26, "learning_rate": 0.08620071684587814, "loss": 0.5968, "step": 4170 }, { "epoch": 67.42, "learning_rate": 0.08614097968936679, "loss": 0.4215, "step": 4180 }, { "epoch": 67.58, "learning_rate": 0.08608124253285544, "loss": 0.2938, "step": 4190 }, { "epoch": 67.74, "learning_rate": 0.08602150537634409, "loss": 0.6561, "step": 4200 }, { "epoch": 67.9, "learning_rate": 0.08596176821983274, "loss": 0.5655, "step": 4210 }, { "epoch": 68.0, "eval_acc": 0.7, "eval_class_acc": [ 0.9642857142857143, 0.8, 0.42424242424242425, 0.6071428571428571, 0.9259259259259259, 0.6428571428571429, 0.4444444444444444, 0.5, 0.1724137931034483, 0.7692307692307693, 0.375, 0.8846153846153846, 0.9393939393939394, 0.4482758620689655, 0.5, 1.0, 0.1875, 0.8055555555555556, 0.4838709677419355, 1.0, 0.7272727272727273, 0.8333333333333334, 0.8928571428571429, 1.0, 0.6785714285714286, 1.0, 0.6842105263157895, 0.8857142857142857 ], "eval_loss": 1.4408048391342163, "eval_video_acc": 0.7, "step": 4216 }, { "epoch": 68.06, "learning_rate": 0.0859020310633214, "loss": 0.6455, "step": 4220 }, { "epoch": 68.23, "learning_rate": 0.08584229390681004, "loss": 0.3295, "step": 4230 }, { "epoch": 68.39, "learning_rate": 0.0857825567502987, "loss": 0.463, "step": 4240 }, { "epoch": 68.55, "learning_rate": 0.08572281959378734, "loss": 0.678, "step": 4250 }, { "epoch": 68.71, "learning_rate": 0.085663082437276, "loss": 0.6119, "step": 4260 }, { "epoch": 68.87, "learning_rate": 0.08560334528076463, "loss": 0.4492, "step": 4270 }, { "epoch": 69.0, "eval_acc": 0.7666666666666667, "eval_class_acc": [ 0.75, 0.7, 0.6666666666666666, 0.42857142857142855, 0.8148148148148148, 0.4642857142857143, 0.37037037037037035, 0.8333333333333334, 0.6551724137931034, 0.8846153846153846, 0.4375, 0.8846153846153846, 0.5454545454545454, 0.9310344827586207, 0.9230769230769231, 0.6071428571428571, 0.84375, 0.8611111111111112, 0.8387096774193549, 0.9, 0.7575757575757576, 1.0, 1.0, 0.9655172413793104, 0.7857142857142857, 0.9666666666666667, 0.9473684210526315, 0.6571428571428571 ], "eval_loss": 0.9070070385932922, "eval_video_acc": 0.7666666666666667, "step": 4278 }, { "epoch": 69.03, "learning_rate": 0.0855436081242533, "loss": 0.705, "step": 4280 }, { "epoch": 69.19, "learning_rate": 0.08548387096774195, "loss": 0.423, "step": 4290 }, { "epoch": 69.35, "learning_rate": 0.0854241338112306, "loss": 0.6205, "step": 4300 }, { "epoch": 69.52, "learning_rate": 0.08536439665471923, "loss": 0.5128, "step": 4310 }, { "epoch": 69.68, "learning_rate": 0.08530465949820788, "loss": 0.5038, "step": 4320 }, { "epoch": 69.84, "learning_rate": 0.08524492234169655, "loss": 0.468, "step": 4330 }, { "epoch": 70.0, "learning_rate": 0.0851851851851852, "loss": 0.749, "step": 4340 }, { "epoch": 70.0, "eval_acc": 0.7988095238095239, "eval_class_acc": [ 0.8928571428571429, 0.9666666666666667, 0.5151515151515151, 0.8928571428571429, 0.7777777777777778, 0.6428571428571429, 0.4444444444444444, 0.4166666666666667, 0.7586206896551724, 0.3076923076923077, 0.75, 0.5384615384615384, 0.9696969696969697, 0.6896551724137931, 0.8461538461538461, 1.0, 0.90625, 0.9722222222222222, 0.7741935483870968, 0.8333333333333334, 0.7878787878787878, 0.8055555555555556, 1.0, 0.9655172413793104, 0.8571428571428571, 1.0, 0.8157894736842105, 1.0 ], "eval_loss": 0.8554129004478455, "eval_video_acc": 0.7988095238095239, "step": 4340 }, { "epoch": 70.16, "learning_rate": 0.08512544802867383, "loss": 0.3559, "step": 4350 }, { "epoch": 70.32, "learning_rate": 0.08506571087216248, "loss": 0.7339, "step": 4360 }, { "epoch": 70.48, "learning_rate": 0.08500597371565115, "loss": 0.6205, "step": 4370 }, { "epoch": 70.65, "learning_rate": 0.0849462365591398, "loss": 0.5766, "step": 4380 }, { "epoch": 70.81, "learning_rate": 0.08488649940262843, "loss": 0.5348, "step": 4390 }, { "epoch": 70.97, "learning_rate": 0.08482676224611709, "loss": 0.4941, "step": 4400 }, { "epoch": 71.0, "eval_acc": 0.7702380952380953, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.6666666666666666, 0.75, 0.7407407407407407, 0.8571428571428571, 0.4444444444444444, 0.5, 0.3448275862068966, 0.8461538461538461, 0.65625, 0.6538461538461539, 0.5151515151515151, 0.9655172413793104, 0.7692307692307693, 0.8928571428571429, 0.46875, 0.8333333333333334, 0.7741935483870968, 0.9333333333333333, 0.8181818181818182, 1.0, 0.8214285714285714, 1.0, 0.39285714285714285, 1.0, 0.868421052631579, 1.0 ], "eval_loss": 1.0556198358535767, "eval_video_acc": 0.7702380952380953, "step": 4402 }, { "epoch": 71.13, "learning_rate": 0.08476702508960574, "loss": 0.3149, "step": 4410 }, { "epoch": 71.29, "learning_rate": 0.0847072879330944, "loss": 0.4379, "step": 4420 }, { "epoch": 71.45, "learning_rate": 0.08464755077658304, "loss": 0.4848, "step": 4430 }, { "epoch": 71.61, "learning_rate": 0.08458781362007169, "loss": 0.7132, "step": 4440 }, { "epoch": 71.77, "learning_rate": 0.08452807646356034, "loss": 0.4059, "step": 4450 }, { "epoch": 71.94, "learning_rate": 0.084468339307049, "loss": 0.6709, "step": 4460 }, { "epoch": 72.0, "eval_acc": 0.7845238095238095, "eval_class_acc": [ 0.9642857142857143, 0.9333333333333333, 0.8181818181818182, 1.0, 0.7777777777777778, 0.9642857142857143, 0.6296296296296297, 0.625, 0.5172413793103449, 0.8846153846153846, 0.71875, 0.8461538461538461, 0.36363636363636365, 1.0, 1.0, 0.8571428571428571, 0.5, 0.6388888888888888, 0.5806451612903226, 0.8, 0.8787878787878788, 0.6388888888888888, 0.9642857142857143, 0.7931034482758621, 0.6428571428571429, 1.0, 0.9210526315789473, 0.8285714285714286 ], "eval_loss": 1.083484172821045, "eval_video_acc": 0.7845238095238095, "step": 4464 }, { "epoch": 72.1, "learning_rate": 0.08440860215053764, "loss": 0.5112, "step": 4470 }, { "epoch": 72.26, "learning_rate": 0.08434886499402629, "loss": 0.5847, "step": 4480 }, { "epoch": 72.42, "learning_rate": 0.08428912783751494, "loss": 0.475, "step": 4490 }, { "epoch": 72.58, "learning_rate": 0.08422939068100359, "loss": 0.5616, "step": 4500 }, { "epoch": 72.74, "learning_rate": 0.08416965352449224, "loss": 0.633, "step": 4510 }, { "epoch": 72.9, "learning_rate": 0.08410991636798089, "loss": 0.5173, "step": 4520 }, { "epoch": 73.0, "eval_acc": 0.7869047619047619, "eval_class_acc": [ 0.5357142857142857, 1.0, 0.7272727272727273, 1.0, 0.3333333333333333, 0.9285714285714286, 0.5185185185185185, 0.5416666666666666, 0.1724137931034483, 1.0, 0.8125, 0.7692307692307693, 0.9696969696969697, 0.6551724137931034, 0.8846153846153846, 0.75, 0.90625, 0.7222222222222222, 0.41935483870967744, 0.7666666666666667, 0.9393939393939394, 0.9444444444444444, 1.0, 0.9310344827586207, 0.75, 1.0, 0.8947368421052632, 0.9714285714285714 ], "eval_loss": 1.0404669046401978, "eval_video_acc": 0.7869047619047619, "step": 4526 }, { "epoch": 73.06, "learning_rate": 0.08405017921146954, "loss": 0.5957, "step": 4530 }, { "epoch": 73.23, "learning_rate": 0.08399044205495819, "loss": 0.6473, "step": 4540 }, { "epoch": 73.39, "learning_rate": 0.08393070489844684, "loss": 0.3535, "step": 4550 }, { "epoch": 73.55, "learning_rate": 0.08387096774193549, "loss": 0.5344, "step": 4560 }, { "epoch": 73.71, "learning_rate": 0.08381123058542414, "loss": 0.3902, "step": 4570 }, { "epoch": 73.87, "learning_rate": 0.08375149342891279, "loss": 0.3029, "step": 4580 }, { "epoch": 74.0, "eval_acc": 0.8023809523809524, "eval_class_acc": [ 0.8571428571428571, 0.9666666666666667, 0.6060606060606061, 0.9642857142857143, 0.5925925925925926, 0.8928571428571429, 0.7777777777777778, 0.5833333333333334, 0.5862068965517241, 0.8846153846153846, 0.6875, 0.8846153846153846, 0.6666666666666666, 0.9655172413793104, 0.6153846153846154, 0.9642857142857143, 0.625, 0.8333333333333334, 0.7741935483870968, 0.6, 0.7878787878787878, 0.8055555555555556, 1.0, 0.9655172413793104, 0.7857142857142857, 1.0, 0.868421052631579, 0.9142857142857143 ], "eval_loss": 0.9572787284851074, "eval_video_acc": 0.8023809523809524, "step": 4588 }, { "epoch": 74.03, "learning_rate": 0.08369175627240144, "loss": 0.3697, "step": 4590 }, { "epoch": 74.19, "learning_rate": 0.08363201911589009, "loss": 0.4715, "step": 4600 }, { "epoch": 74.35, "learning_rate": 0.08357228195937874, "loss": 0.5818, "step": 4610 }, { "epoch": 74.52, "learning_rate": 0.08351254480286739, "loss": 0.5213, "step": 4620 }, { "epoch": 74.68, "learning_rate": 0.08345280764635604, "loss": 0.4299, "step": 4630 }, { "epoch": 74.84, "learning_rate": 0.08339307048984468, "loss": 0.4224, "step": 4640 }, { "epoch": 75.0, "learning_rate": 0.08333333333333334, "loss": 0.5927, "step": 4650 }, { "epoch": 75.0, "eval_acc": 0.8023809523809524, "eval_class_acc": [ 0.8571428571428571, 0.9666666666666667, 0.696969696969697, 0.42857142857142855, 0.6666666666666666, 0.7142857142857143, 0.48148148148148145, 0.7916666666666666, 0.2413793103448276, 0.8846153846153846, 0.90625, 0.5384615384615384, 0.8787878787878788, 0.6206896551724138, 0.9615384615384616, 0.75, 0.96875, 0.9444444444444444, 0.8387096774193549, 0.6666666666666666, 0.8484848484848485, 0.9444444444444444, 0.9642857142857143, 1.0, 1.0, 1.0, 0.9473684210526315, 0.7714285714285715 ], "eval_loss": 0.9880372285842896, "eval_video_acc": 0.8023809523809524, "step": 4650 }, { "epoch": 75.16, "learning_rate": 0.08327359617682199, "loss": 0.5467, "step": 4660 }, { "epoch": 75.32, "learning_rate": 0.08321385902031064, "loss": 0.3528, "step": 4670 }, { "epoch": 75.48, "learning_rate": 0.08315412186379928, "loss": 0.4877, "step": 4680 }, { "epoch": 75.65, "learning_rate": 0.08309438470728794, "loss": 0.3547, "step": 4690 }, { "epoch": 75.81, "learning_rate": 0.0830346475507766, "loss": 0.4631, "step": 4700 }, { "epoch": 75.97, "learning_rate": 0.08297491039426524, "loss": 0.492, "step": 4710 }, { "epoch": 76.0, "eval_acc": 0.7023809523809523, "eval_class_acc": [ 0.75, 0.9666666666666667, 0.2727272727272727, 0.9285714285714286, 0.8518518518518519, 0.6428571428571429, 0.2222222222222222, 0.6666666666666666, 0.1724137931034483, 0.6538461538461539, 0.59375, 0.6153846153846154, 0.6666666666666666, 0.5517241379310345, 0.46153846153846156, 0.9285714285714286, 0.9375, 0.7777777777777778, 0.7741935483870968, 0.8333333333333334, 0.42424242424242425, 0.6388888888888888, 0.8571428571428571, 0.8620689655172413, 0.9285714285714286, 1.0, 0.8157894736842105, 0.8285714285714286 ], "eval_loss": 1.4011112451553345, "eval_video_acc": 0.7023809523809523, "step": 4712 }, { "epoch": 76.13, "learning_rate": 0.08291517323775388, "loss": 0.7427, "step": 4720 }, { "epoch": 76.29, "learning_rate": 0.08285543608124253, "loss": 0.4419, "step": 4730 }, { "epoch": 76.45, "learning_rate": 0.0827956989247312, "loss": 0.397, "step": 4740 }, { "epoch": 76.61, "learning_rate": 0.08273596176821985, "loss": 0.2487, "step": 4750 }, { "epoch": 76.77, "learning_rate": 0.08267622461170848, "loss": 0.4421, "step": 4760 }, { "epoch": 76.94, "learning_rate": 0.08261648745519713, "loss": 0.5704, "step": 4770 }, { "epoch": 77.0, "eval_acc": 0.8261904761904761, "eval_class_acc": [ 0.8928571428571429, 0.9, 0.7878787878787878, 0.8214285714285714, 0.5185185185185185, 0.8928571428571429, 0.7037037037037037, 0.6666666666666666, 0.3793103448275862, 0.7692307692307693, 0.59375, 0.9230769230769231, 0.9393939393939394, 0.6896551724137931, 0.8461538461538461, 0.8928571428571429, 0.4375, 0.8333333333333334, 0.9032258064516129, 0.9666666666666667, 0.9393939393939394, 1.0, 0.9642857142857143, 1.0, 1.0, 0.9, 0.8947368421052632, 0.9714285714285714 ], "eval_loss": 0.7871569991111755, "eval_video_acc": 0.8261904761904761, "step": 4774 }, { "epoch": 77.1, "learning_rate": 0.08255675029868578, "loss": 0.4637, "step": 4780 }, { "epoch": 77.26, "learning_rate": 0.08249701314217445, "loss": 0.5686, "step": 4790 }, { "epoch": 77.42, "learning_rate": 0.08243727598566308, "loss": 0.336, "step": 4800 }, { "epoch": 77.58, "learning_rate": 0.08237753882915173, "loss": 0.4031, "step": 4810 }, { "epoch": 77.74, "learning_rate": 0.08231780167264038, "loss": 0.4796, "step": 4820 }, { "epoch": 77.9, "learning_rate": 0.08225806451612905, "loss": 0.6529, "step": 4830 }, { "epoch": 78.0, "eval_acc": 0.7011904761904761, "eval_class_acc": [ 0.8571428571428571, 0.7333333333333333, 0.15151515151515152, 0.8571428571428571, 0.2222222222222222, 0.8928571428571429, 0.2222222222222222, 0.875, 0.27586206896551724, 0.8076923076923077, 0.46875, 0.5384615384615384, 0.3939393939393939, 0.9310344827586207, 0.38461538461538464, 0.9642857142857143, 0.84375, 0.8333333333333334, 0.3870967741935484, 0.8333333333333334, 0.7575757575757576, 1.0, 0.8571428571428571, 0.896551724137931, 0.8928571428571429, 0.9666666666666667, 0.7368421052631579, 0.9714285714285714 ], "eval_loss": 1.7180367708206177, "eval_video_acc": 0.7011904761904761, "step": 4836 }, { "epoch": 78.06, "learning_rate": 0.08219832735961768, "loss": 0.4955, "step": 4840 }, { "epoch": 78.23, "learning_rate": 0.08213859020310633, "loss": 0.4487, "step": 4850 }, { "epoch": 78.39, "learning_rate": 0.08207885304659499, "loss": 0.6275, "step": 4860 }, { "epoch": 78.55, "learning_rate": 0.08201911589008364, "loss": 0.3463, "step": 4870 }, { "epoch": 78.71, "learning_rate": 0.08195937873357229, "loss": 0.5561, "step": 4880 }, { "epoch": 78.87, "learning_rate": 0.08189964157706094, "loss": 0.4902, "step": 4890 }, { "epoch": 79.0, "eval_acc": 0.7702380952380953, "eval_class_acc": [ 0.6785714285714286, 0.9, 0.36363636363636365, 0.6071428571428571, 0.7777777777777778, 0.6428571428571429, 0.7777777777777778, 0.625, 0.4482758620689655, 0.7307692307692307, 0.5625, 0.8846153846153846, 0.696969696969697, 0.896551724137931, 0.8846153846153846, 0.9642857142857143, 0.84375, 0.7222222222222222, 0.8709677419354839, 0.9, 0.7878787878787878, 0.5833333333333334, 1.0, 0.8620689655172413, 0.8928571428571429, 1.0, 0.8421052631578947, 0.8857142857142857 ], "eval_loss": 1.187495231628418, "eval_video_acc": 0.7702380952380953, "step": 4898 }, { "epoch": 79.03, "learning_rate": 0.08183990442054959, "loss": 0.4363, "step": 4900 }, { "epoch": 79.19, "learning_rate": 0.08178016726403824, "loss": 0.4523, "step": 4910 }, { "epoch": 79.35, "learning_rate": 0.08172043010752689, "loss": 0.4598, "step": 4920 }, { "epoch": 79.52, "learning_rate": 0.08166069295101554, "loss": 0.4332, "step": 4930 }, { "epoch": 79.68, "learning_rate": 0.08160095579450419, "loss": 0.4769, "step": 4940 }, { "epoch": 79.84, "learning_rate": 0.08154121863799284, "loss": 0.496, "step": 4950 }, { "epoch": 80.0, "learning_rate": 0.08148148148148149, "loss": 0.6451, "step": 4960 }, { "epoch": 80.0, "eval_acc": 0.8011904761904762, "eval_class_acc": [ 0.8571428571428571, 0.9666666666666667, 0.9090909090909091, 1.0, 0.4074074074074074, 0.75, 0.5925925925925926, 0.8333333333333334, 0.2413793103448276, 0.9615384615384616, 0.71875, 0.6923076923076923, 0.5757575757575758, 0.9310344827586207, 0.9230769230769231, 0.75, 0.78125, 0.8888888888888888, 0.8709677419354839, 0.7, 0.7575757575757576, 0.8888888888888888, 0.9642857142857143, 0.9655172413793104, 0.9285714285714286, 1.0, 0.6578947368421053, 0.9142857142857143 ], "eval_loss": 0.7702056765556335, "eval_video_acc": 0.8011904761904762, "step": 4960 }, { "epoch": 80.16, "learning_rate": 0.08142174432497014, "loss": 0.2782, "step": 4970 }, { "epoch": 80.32, "learning_rate": 0.08136200716845879, "loss": 0.3729, "step": 4980 }, { "epoch": 80.48, "learning_rate": 0.08130227001194744, "loss": 0.2805, "step": 4990 }, { "epoch": 80.65, "learning_rate": 0.08124253285543609, "loss": 0.367, "step": 5000 }, { "epoch": 80.81, "learning_rate": 0.08118279569892473, "loss": 0.5328, "step": 5010 }, { "epoch": 80.97, "learning_rate": 0.08112305854241339, "loss": 0.6822, "step": 5020 }, { "epoch": 81.0, "eval_acc": 0.7773809523809524, "eval_class_acc": [ 0.2857142857142857, 0.9666666666666667, 0.5151515151515151, 0.7142857142857143, 0.25925925925925924, 0.75, 0.5185185185185185, 0.625, 0.5862068965517241, 0.7307692307692307, 0.75, 0.8076923076923077, 0.696969696969697, 0.8620689655172413, 0.6923076923076923, 0.9642857142857143, 0.8125, 0.8333333333333334, 0.8387096774193549, 0.9666666666666667, 0.9393939393939394, 0.9166666666666666, 0.8928571428571429, 1.0, 0.7857142857142857, 1.0, 0.9473684210526315, 0.8857142857142857 ], "eval_loss": 1.3314671516418457, "eval_video_acc": 0.7773809523809524, "step": 5022 }, { "epoch": 81.13, "learning_rate": 0.08106332138590204, "loss": 0.5998, "step": 5030 }, { "epoch": 81.29, "learning_rate": 0.08100358422939069, "loss": 0.3562, "step": 5040 }, { "epoch": 81.45, "learning_rate": 0.08094384707287933, "loss": 0.3766, "step": 5050 }, { "epoch": 81.61, "learning_rate": 0.08088410991636799, "loss": 0.5971, "step": 5060 }, { "epoch": 81.77, "learning_rate": 0.08082437275985664, "loss": 0.3695, "step": 5070 }, { "epoch": 81.94, "learning_rate": 0.08076463560334529, "loss": 0.5306, "step": 5080 }, { "epoch": 82.0, "eval_acc": 0.7761904761904762, "eval_class_acc": [ 0.6785714285714286, 0.6, 0.696969696969697, 1.0, 0.7777777777777778, 0.8571428571428571, 0.5555555555555556, 0.6666666666666666, 0.8275862068965517, 0.8076923076923077, 0.5, 0.6153846153846154, 0.6363636363636364, 0.8620689655172413, 0.9230769230769231, 0.8571428571428571, 0.5625, 0.7777777777777778, 0.7419354838709677, 0.5333333333333333, 0.8181818181818182, 0.9166666666666666, 0.8571428571428571, 1.0, 0.8928571428571429, 1.0, 0.7631578947368421, 1.0 ], "eval_loss": 0.9956005215644836, "eval_video_acc": 0.7761904761904762, "step": 5084 }, { "epoch": 82.1, "learning_rate": 0.08070489844683393, "loss": 0.4053, "step": 5090 }, { "epoch": 82.26, "learning_rate": 0.08064516129032258, "loss": 0.5403, "step": 5100 }, { "epoch": 82.42, "learning_rate": 0.08058542413381124, "loss": 0.3361, "step": 5110 }, { "epoch": 82.58, "learning_rate": 0.08052568697729989, "loss": 0.2717, "step": 5120 }, { "epoch": 82.74, "learning_rate": 0.08046594982078853, "loss": 0.6911, "step": 5130 }, { "epoch": 82.9, "learning_rate": 0.08040621266427718, "loss": 0.5975, "step": 5140 }, { "epoch": 83.0, "eval_acc": 0.7440476190476191, "eval_class_acc": [ 1.0, 0.9666666666666667, 0.9090909090909091, 0.8928571428571429, 0.7037037037037037, 0.75, 0.6666666666666666, 0.7083333333333334, 0.20689655172413793, 0.9230769230769231, 0.6875, 0.5769230769230769, 0.7575757575757576, 0.8620689655172413, 0.7692307692307693, 0.8928571428571429, 0.5, 0.7777777777777778, 0.45161290322580644, 0.6, 0.6363636363636364, 0.75, 0.9285714285714286, 1.0, 0.6071428571428571, 1.0, 0.39473684210526316, 1.0 ], "eval_loss": 1.3881163597106934, "eval_video_acc": 0.7440476190476191, "step": 5146 }, { "epoch": 83.06, "learning_rate": 0.08034647550776584, "loss": 0.4555, "step": 5150 }, { "epoch": 83.23, "learning_rate": 0.0802867383512545, "loss": 0.4651, "step": 5160 }, { "epoch": 83.39, "learning_rate": 0.08022700119474313, "loss": 0.4593, "step": 5170 }, { "epoch": 83.55, "learning_rate": 0.08016726403823178, "loss": 0.4176, "step": 5180 }, { "epoch": 83.71, "learning_rate": 0.08010752688172043, "loss": 0.5223, "step": 5190 }, { "epoch": 83.87, "learning_rate": 0.0800477897252091, "loss": 0.4861, "step": 5200 }, { "epoch": 84.0, "eval_acc": 0.8380952380952381, "eval_class_acc": [ 0.7857142857142857, 0.9333333333333333, 0.7272727272727273, 0.9285714285714286, 0.5555555555555556, 0.8571428571428571, 0.5925925925925926, 0.8333333333333334, 0.5172413793103449, 0.9615384615384616, 0.8125, 0.6923076923076923, 0.7272727272727273, 0.896551724137931, 0.9615384615384616, 0.8571428571428571, 0.75, 0.75, 0.8709677419354839, 0.8666666666666667, 0.9393939393939394, 0.8888888888888888, 1.0, 0.9655172413793104, 0.9285714285714286, 1.0, 0.9473684210526315, 0.8857142857142857 ], "eval_loss": 0.7119089961051941, "eval_video_acc": 0.8380952380952381, "step": 5208 }, { "epoch": 84.03, "learning_rate": 0.07998805256869773, "loss": 0.3736, "step": 5210 }, { "epoch": 84.19, "learning_rate": 0.07992831541218638, "loss": 0.29, "step": 5220 }, { "epoch": 84.35, "learning_rate": 0.07986857825567503, "loss": 0.7867, "step": 5230 }, { "epoch": 84.52, "learning_rate": 0.07980884109916368, "loss": 0.3764, "step": 5240 }, { "epoch": 84.68, "learning_rate": 0.07974910394265233, "loss": 0.3886, "step": 5250 }, { "epoch": 84.84, "learning_rate": 0.07968936678614098, "loss": 0.3417, "step": 5260 }, { "epoch": 85.0, "learning_rate": 0.07962962962962963, "loss": 0.5358, "step": 5270 }, { "epoch": 85.0, "eval_acc": 0.8321428571428572, "eval_class_acc": [ 0.8928571428571429, 0.9333333333333333, 0.48484848484848486, 0.9285714285714286, 0.7037037037037037, 0.7857142857142857, 0.7407407407407407, 0.5, 0.6896551724137931, 0.8846153846153846, 0.875, 0.8076923076923077, 0.6363636363636364, 0.9310344827586207, 0.8461538461538461, 0.8928571428571429, 0.78125, 0.8611111111111112, 0.8709677419354839, 0.8, 0.7272727272727273, 1.0, 1.0, 0.9655172413793104, 0.9642857142857143, 1.0, 0.9736842105263158, 0.7714285714285715 ], "eval_loss": 0.8364036083221436, "eval_video_acc": 0.8321428571428572, "step": 5270 }, { "epoch": 85.16, "learning_rate": 0.07956989247311828, "loss": 0.2623, "step": 5280 }, { "epoch": 85.32, "learning_rate": 0.07951015531660693, "loss": 0.4279, "step": 5290 }, { "epoch": 85.48, "learning_rate": 0.07945041816009558, "loss": 0.4281, "step": 5300 }, { "epoch": 85.65, "learning_rate": 0.07939068100358423, "loss": 0.4465, "step": 5310 }, { "epoch": 85.81, "learning_rate": 0.07933094384707289, "loss": 0.2533, "step": 5320 }, { "epoch": 85.97, "learning_rate": 0.07927120669056154, "loss": 0.5736, "step": 5330 }, { "epoch": 86.0, "eval_acc": 0.7321428571428571, "eval_class_acc": [ 0.75, 0.9333333333333333, 0.3939393939393939, 0.6785714285714286, 0.7777777777777778, 0.75, 0.25925925925925924, 0.7916666666666666, 0.27586206896551724, 0.9615384615384616, 0.34375, 0.5, 0.45454545454545453, 1.0, 0.8076923076923077, 0.5357142857142857, 0.5, 0.8333333333333334, 0.8387096774193549, 0.9, 0.6666666666666666, 0.9166666666666666, 0.9285714285714286, 1.0, 0.8214285714285714, 1.0, 0.868421052631579, 0.9714285714285714 ], "eval_loss": 1.5194196701049805, "eval_video_acc": 0.7321428571428571, "step": 5332 }, { "epoch": 86.13, "learning_rate": 0.07921146953405019, "loss": 0.3958, "step": 5340 }, { "epoch": 86.29, "learning_rate": 0.07915173237753884, "loss": 0.5389, "step": 5350 }, { "epoch": 86.45, "learning_rate": 0.07909199522102749, "loss": 0.3908, "step": 5360 }, { "epoch": 86.61, "learning_rate": 0.07903225806451614, "loss": 0.4734, "step": 5370 }, { "epoch": 86.77, "learning_rate": 0.07897252090800479, "loss": 0.3818, "step": 5380 }, { "epoch": 86.94, "learning_rate": 0.07891278375149344, "loss": 0.5382, "step": 5390 }, { "epoch": 87.0, "eval_acc": 0.8154761904761905, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.5151515151515151, 0.7857142857142857, 0.7037037037037037, 0.8214285714285714, 0.7037037037037037, 0.5416666666666666, 0.3103448275862069, 1.0, 0.8125, 0.6153846153846154, 0.7575757575757576, 0.896551724137931, 0.8846153846153846, 0.7142857142857143, 0.75, 0.7222222222222222, 0.8709677419354839, 0.9666666666666667, 0.9696969696969697, 0.8888888888888888, 1.0, 1.0, 0.9642857142857143, 1.0, 0.7368421052631579, 0.9714285714285714 ], "eval_loss": 0.9615175724029541, "eval_video_acc": 0.8154761904761905, "step": 5394 }, { "epoch": 87.1, "learning_rate": 0.07885304659498209, "loss": 0.2999, "step": 5400 }, { "epoch": 87.26, "learning_rate": 0.07879330943847074, "loss": 0.2254, "step": 5410 }, { "epoch": 87.42, "learning_rate": 0.07873357228195937, "loss": 0.3135, "step": 5420 }, { "epoch": 87.58, "learning_rate": 0.07867383512544804, "loss": 0.5057, "step": 5430 }, { "epoch": 87.74, "learning_rate": 0.07861409796893669, "loss": 0.3201, "step": 5440 }, { "epoch": 87.9, "learning_rate": 0.07855436081242534, "loss": 0.5887, "step": 5450 }, { "epoch": 88.0, "eval_acc": 0.7916666666666666, "eval_class_acc": [ 0.8928571428571429, 0.8, 0.5151515151515151, 0.8571428571428571, 0.5185185185185185, 0.9642857142857143, 0.7037037037037037, 0.6666666666666666, 0.2413793103448276, 0.9230769230769231, 0.375, 0.5384615384615384, 0.6363636363636364, 0.896551724137931, 0.7692307692307693, 1.0, 0.8125, 0.7777777777777778, 0.9354838709677419, 0.8333333333333334, 0.7575757575757576, 1.0, 0.9642857142857143, 1.0, 1.0, 1.0, 0.9473684210526315, 0.8 ], "eval_loss": 1.0313245058059692, "eval_video_acc": 0.7916666666666666, "step": 5456 }, { "epoch": 88.06, "learning_rate": 0.07849462365591398, "loss": 0.4004, "step": 5460 }, { "epoch": 88.23, "learning_rate": 0.07843488649940263, "loss": 0.3505, "step": 5470 }, { "epoch": 88.39, "learning_rate": 0.07837514934289129, "loss": 0.3124, "step": 5480 }, { "epoch": 88.55, "learning_rate": 0.07831541218637994, "loss": 0.3694, "step": 5490 }, { "epoch": 88.71, "learning_rate": 0.07825567502986858, "loss": 0.2926, "step": 5500 }, { "epoch": 88.87, "learning_rate": 0.07819593787335723, "loss": 0.4651, "step": 5510 }, { "epoch": 89.0, "eval_acc": 0.7642857142857142, "eval_class_acc": [ 0.8928571428571429, 0.9333333333333333, 0.9090909090909091, 0.75, 0.5555555555555556, 0.7857142857142857, 0.5185185185185185, 0.625, 0.27586206896551724, 1.0, 0.8125, 0.8461538461538461, 0.9696969696969697, 0.4482758620689655, 0.7307692307692307, 0.7857142857142857, 0.71875, 0.9722222222222222, 0.6129032258064516, 0.7, 0.45454545454545453, 0.9444444444444444, 0.6071428571428571, 1.0, 0.42857142857142855, 0.9333333333333333, 0.9473684210526315, 1.0 ], "eval_loss": 1.245849847793579, "eval_video_acc": 0.7642857142857142, "step": 5518 }, { "epoch": 89.03, "learning_rate": 0.07813620071684589, "loss": 0.4776, "step": 5520 }, { "epoch": 89.19, "learning_rate": 0.07807646356033454, "loss": 0.3923, "step": 5530 }, { "epoch": 89.35, "learning_rate": 0.07801672640382318, "loss": 0.4725, "step": 5540 }, { "epoch": 89.52, "learning_rate": 0.07795698924731183, "loss": 0.4041, "step": 5550 }, { "epoch": 89.68, "learning_rate": 0.07789725209080048, "loss": 0.4942, "step": 5560 }, { "epoch": 89.84, "learning_rate": 0.07783751493428914, "loss": 0.3207, "step": 5570 }, { "epoch": 90.0, "learning_rate": 0.07777777777777778, "loss": 0.459, "step": 5580 }, { "epoch": 90.0, "eval_acc": 0.8011904761904762, "eval_class_acc": [ 0.9642857142857143, 1.0, 1.0, 0.6428571428571429, 0.5555555555555556, 0.6428571428571429, 0.5555555555555556, 0.4583333333333333, 0.4482758620689655, 0.7307692307692307, 0.59375, 0.7307692307692307, 0.7272727272727273, 0.9310344827586207, 0.7307692307692307, 0.9642857142857143, 0.75, 0.4722222222222222, 0.8709677419354839, 0.9, 0.9696969696969697, 1.0, 0.9285714285714286, 1.0, 0.9285714285714286, 1.0, 0.9736842105263158, 0.8 ], "eval_loss": 1.2067159414291382, "eval_video_acc": 0.8011904761904762, "step": 5580 }, { "epoch": 90.16, "learning_rate": 0.07771804062126643, "loss": 0.3204, "step": 5590 }, { "epoch": 90.32, "learning_rate": 0.07765830346475508, "loss": 0.4284, "step": 5600 }, { "epoch": 90.48, "learning_rate": 0.07759856630824374, "loss": 0.3963, "step": 5610 }, { "epoch": 90.65, "learning_rate": 0.07753882915173238, "loss": 0.3658, "step": 5620 }, { "epoch": 90.81, "learning_rate": 0.07747909199522103, "loss": 0.4275, "step": 5630 }, { "epoch": 90.97, "learning_rate": 0.07741935483870968, "loss": 0.3839, "step": 5640 }, { "epoch": 91.0, "eval_acc": 0.7904761904761904, "eval_class_acc": [ 0.8571428571428571, 0.7333333333333333, 0.7575757575757576, 0.6785714285714286, 0.5925925925925926, 0.7142857142857143, 0.37037037037037035, 0.75, 0.3793103448275862, 0.8846153846153846, 0.8125, 0.8076923076923077, 0.5454545454545454, 0.9655172413793104, 0.8076923076923077, 0.6785714285714286, 0.84375, 0.8333333333333334, 0.7741935483870968, 0.8333333333333334, 0.9393939393939394, 0.9722222222222222, 0.7857142857142857, 1.0, 1.0, 0.9333333333333333, 0.8157894736842105, 0.9428571428571428 ], "eval_loss": 0.9314119815826416, "eval_video_acc": 0.7904761904761904, "step": 5642 }, { "epoch": 91.13, "learning_rate": 0.07735961768219833, "loss": 0.4712, "step": 5650 }, { "epoch": 91.29, "learning_rate": 0.07729988052568698, "loss": 0.4731, "step": 5660 }, { "epoch": 91.45, "learning_rate": 0.07724014336917563, "loss": 0.311, "step": 5670 }, { "epoch": 91.61, "learning_rate": 0.07718040621266428, "loss": 0.2857, "step": 5680 }, { "epoch": 91.77, "learning_rate": 0.07712066905615293, "loss": 0.309, "step": 5690 }, { "epoch": 91.94, "learning_rate": 0.07706093189964158, "loss": 0.625, "step": 5700 }, { "epoch": 92.0, "eval_acc": 0.7607142857142857, "eval_class_acc": [ 0.8928571428571429, 0.7666666666666667, 0.7272727272727273, 0.9285714285714286, 0.3333333333333333, 0.9285714285714286, 0.6296296296296297, 0.5416666666666666, 0.4827586206896552, 0.7692307692307693, 0.53125, 0.38461538461538464, 0.5151515151515151, 1.0, 0.7692307692307693, 0.42857142857142855, 0.96875, 0.6388888888888888, 0.9354838709677419, 0.7, 0.9696969696969697, 0.9444444444444444, 1.0, 1.0, 0.8214285714285714, 1.0, 0.9736842105263158, 0.5714285714285714 ], "eval_loss": 1.2824289798736572, "eval_video_acc": 0.7607142857142857, "step": 5704 }, { "epoch": 92.1, "learning_rate": 0.07700119474313023, "loss": 0.5647, "step": 5710 }, { "epoch": 92.26, "learning_rate": 0.07694145758661888, "loss": 0.3237, "step": 5720 }, { "epoch": 92.42, "learning_rate": 0.07688172043010753, "loss": 0.4635, "step": 5730 }, { "epoch": 92.58, "learning_rate": 0.07682198327359618, "loss": 0.4132, "step": 5740 }, { "epoch": 92.74, "learning_rate": 0.07676224611708483, "loss": 0.4438, "step": 5750 }, { "epoch": 92.9, "learning_rate": 0.07670250896057348, "loss": 0.3811, "step": 5760 }, { "epoch": 93.0, "eval_acc": 0.7440476190476191, "eval_class_acc": [ 0.75, 0.9333333333333333, 0.36363636363636365, 0.6071428571428571, 0.5925925925925926, 0.5357142857142857, 0.5185185185185185, 0.5833333333333334, 0.1724137931034483, 1.0, 0.46875, 1.0, 0.696969696969697, 0.9655172413793104, 0.5769230769230769, 0.9285714285714286, 0.40625, 0.9722222222222222, 0.8064516129032258, 0.6, 0.7575757575757576, 0.9444444444444444, 0.8928571428571429, 1.0, 0.7142857142857143, 1.0, 0.9473684210526315, 0.9714285714285714 ], "eval_loss": 1.495963215827942, "eval_video_acc": 0.7440476190476191, "step": 5766 }, { "epoch": 93.06, "learning_rate": 0.07664277180406213, "loss": 0.528, "step": 5770 }, { "epoch": 93.23, "learning_rate": 0.07658303464755079, "loss": 0.1276, "step": 5780 }, { "epoch": 93.39, "learning_rate": 0.07652329749103942, "loss": 0.4292, "step": 5790 }, { "epoch": 93.55, "learning_rate": 0.07646356033452809, "loss": 0.47, "step": 5800 }, { "epoch": 93.71, "learning_rate": 0.07640382317801674, "loss": 0.4305, "step": 5810 }, { "epoch": 93.87, "learning_rate": 0.07634408602150539, "loss": 0.3168, "step": 5820 }, { "epoch": 94.0, "eval_acc": 0.8369047619047619, "eval_class_acc": [ 0.75, 0.9666666666666667, 0.7272727272727273, 0.8928571428571429, 0.6296296296296297, 0.8214285714285714, 0.7037037037037037, 0.7083333333333334, 0.7241379310344828, 0.8461538461538461, 0.4375, 0.9615384615384616, 0.5151515151515151, 0.9655172413793104, 0.8461538461538461, 0.8214285714285714, 0.84375, 0.9722222222222222, 0.8064516129032258, 0.8666666666666667, 0.9090909090909091, 1.0, 1.0, 1.0, 0.8571428571428571, 0.9333333333333333, 0.9473684210526315, 0.9142857142857143 ], "eval_loss": 0.9364374279975891, "eval_video_acc": 0.8369047619047619, "step": 5828 }, { "epoch": 94.03, "learning_rate": 0.07628434886499402, "loss": 0.2888, "step": 5830 }, { "epoch": 94.19, "learning_rate": 0.07622461170848269, "loss": 0.3489, "step": 5840 }, { "epoch": 94.35, "learning_rate": 0.07616487455197134, "loss": 0.3163, "step": 5850 }, { "epoch": 94.52, "learning_rate": 0.07610513739545999, "loss": 0.4214, "step": 5860 }, { "epoch": 94.68, "learning_rate": 0.07604540023894862, "loss": 0.3523, "step": 5870 }, { "epoch": 94.84, "learning_rate": 0.07598566308243727, "loss": 0.372, "step": 5880 }, { "epoch": 95.0, "learning_rate": 0.07592592592592594, "loss": 0.5445, "step": 5890 }, { "epoch": 95.0, "eval_acc": 0.7488095238095238, "eval_class_acc": [ 0.75, 0.9, 0.6666666666666666, 0.8571428571428571, 0.6296296296296297, 0.7857142857142857, 0.4074074074074074, 0.75, 0.13793103448275862, 0.9615384615384616, 0.5, 0.8461538461538461, 0.21212121212121213, 1.0, 0.5, 0.75, 0.9375, 0.8888888888888888, 0.45161290322580644, 0.9333333333333333, 0.8484848484848485, 0.8888888888888888, 0.9642857142857143, 1.0, 0.9285714285714286, 1.0, 0.7105263157894737, 0.7714285714285715 ], "eval_loss": 1.4506784677505493, "eval_video_acc": 0.7488095238095238, "step": 5890 }, { "epoch": 95.16, "learning_rate": 0.07586618876941459, "loss": 0.578, "step": 5900 }, { "epoch": 95.32, "learning_rate": 0.07580645161290323, "loss": 0.434, "step": 5910 }, { "epoch": 95.48, "learning_rate": 0.07574671445639188, "loss": 0.3471, "step": 5920 }, { "epoch": 95.65, "learning_rate": 0.07568697729988053, "loss": 0.2904, "step": 5930 }, { "epoch": 95.81, "learning_rate": 0.07562724014336919, "loss": 0.3442, "step": 5940 }, { "epoch": 95.97, "learning_rate": 0.07556750298685783, "loss": 0.4286, "step": 5950 }, { "epoch": 96.0, "eval_acc": 0.8154761904761905, "eval_class_acc": [ 0.9642857142857143, 0.9666666666666667, 0.9090909090909091, 0.9285714285714286, 0.6666666666666666, 0.8214285714285714, 0.48148148148148145, 0.75, 0.41379310344827586, 0.8076923076923077, 0.78125, 0.8461538461538461, 0.6666666666666666, 0.9310344827586207, 0.6153846153846154, 0.8928571428571429, 0.8125, 0.8611111111111112, 0.7096774193548387, 0.5, 0.9696969696969697, 0.9444444444444444, 0.9642857142857143, 0.9655172413793104, 0.6428571428571429, 1.0, 0.8947368421052632, 0.9714285714285714 ], "eval_loss": 0.9086190462112427, "eval_video_acc": 0.8154761904761905, "step": 5952 }, { "epoch": 96.13, "learning_rate": 0.07550776583034648, "loss": 0.2873, "step": 5960 }, { "epoch": 96.29, "learning_rate": 0.07544802867383513, "loss": 0.523, "step": 5970 }, { "epoch": 96.45, "learning_rate": 0.07538829151732379, "loss": 0.2952, "step": 5980 }, { "epoch": 96.61, "learning_rate": 0.07532855436081243, "loss": 0.2333, "step": 5990 }, { "epoch": 96.77, "learning_rate": 0.07526881720430108, "loss": 0.2765, "step": 6000 }, { "epoch": 96.94, "learning_rate": 0.07520908004778973, "loss": 0.2969, "step": 6010 }, { "epoch": 97.0, "eval_acc": 0.8345238095238096, "eval_class_acc": [ 0.9642857142857143, 0.9666666666666667, 0.9090909090909091, 0.9642857142857143, 0.5185185185185185, 0.5714285714285714, 0.5925925925925926, 0.75, 0.7931034482758621, 0.6153846153846154, 0.75, 0.8461538461538461, 0.5454545454545454, 0.9655172413793104, 0.9230769230769231, 0.6785714285714286, 0.90625, 0.8611111111111112, 0.9032258064516129, 0.6, 0.9393939393939394, 1.0, 1.0, 0.9655172413793104, 0.9642857142857143, 0.9666666666666667, 1.0, 0.7714285714285715 ], "eval_loss": 0.9094494581222534, "eval_video_acc": 0.8345238095238096, "step": 6014 }, { "epoch": 97.1, "learning_rate": 0.07514934289127838, "loss": 0.3156, "step": 6020 }, { "epoch": 97.26, "learning_rate": 0.07508960573476703, "loss": 0.3672, "step": 6030 }, { "epoch": 97.42, "learning_rate": 0.07502986857825568, "loss": 0.3383, "step": 6040 }, { "epoch": 97.58, "learning_rate": 0.07497013142174433, "loss": 0.299, "step": 6050 }, { "epoch": 97.74, "learning_rate": 0.07491039426523298, "loss": 0.3459, "step": 6060 }, { "epoch": 97.9, "learning_rate": 0.07485065710872163, "loss": 0.5962, "step": 6070 }, { "epoch": 98.0, "eval_acc": 0.8, "eval_class_acc": [ 0.7857142857142857, 0.8666666666666667, 0.6666666666666666, 0.7857142857142857, 0.7037037037037037, 0.8571428571428571, 0.48148148148148145, 0.8333333333333334, 0.2413793103448276, 1.0, 0.75, 0.7692307692307693, 0.48484848484848486, 0.7241379310344828, 0.8461538461538461, 0.9642857142857143, 0.84375, 0.8055555555555556, 0.7096774193548387, 0.8, 1.0, 0.9166666666666666, 1.0, 1.0, 0.9642857142857143, 0.9666666666666667, 0.7368421052631579, 0.9142857142857143 ], "eval_loss": 0.9734865427017212, "eval_video_acc": 0.8, "step": 6076 }, { "epoch": 98.06, "learning_rate": 0.07479091995221028, "loss": 0.3744, "step": 6080 }, { "epoch": 98.23, "learning_rate": 0.07473118279569893, "loss": 0.2195, "step": 6090 }, { "epoch": 98.39, "learning_rate": 0.07467144563918758, "loss": 0.2949, "step": 6100 }, { "epoch": 98.55, "learning_rate": 0.07461170848267622, "loss": 0.3847, "step": 6110 }, { "epoch": 98.71, "learning_rate": 0.07455197132616488, "loss": 0.2777, "step": 6120 }, { "epoch": 98.87, "learning_rate": 0.07449223416965353, "loss": 0.2868, "step": 6130 }, { "epoch": 99.0, "eval_acc": 0.7797619047619048, "eval_class_acc": [ 0.8928571428571429, 0.9333333333333333, 0.2727272727272727, 0.9285714285714286, 0.7407407407407407, 0.8571428571428571, 0.5555555555555556, 0.7916666666666666, 0.3793103448275862, 0.9615384615384616, 0.59375, 0.6153846153846154, 0.8181818181818182, 0.8275862068965517, 0.5, 0.8214285714285714, 0.90625, 0.8333333333333334, 0.8387096774193549, 0.8, 0.6666666666666666, 0.9444444444444444, 0.8928571428571429, 1.0, 0.7142857142857143, 1.0, 0.7368421052631579, 0.9714285714285714 ], "eval_loss": 1.257230281829834, "eval_video_acc": 0.7797619047619048, "step": 6138 }, { "epoch": 99.03, "learning_rate": 0.07443249701314218, "loss": 0.2917, "step": 6140 }, { "epoch": 99.19, "learning_rate": 0.07437275985663082, "loss": 0.4099, "step": 6150 }, { "epoch": 99.35, "learning_rate": 0.07431302270011948, "loss": 0.3099, "step": 6160 }, { "epoch": 99.52, "learning_rate": 0.07425328554360813, "loss": 0.3317, "step": 6170 }, { "epoch": 99.68, "learning_rate": 0.07419354838709678, "loss": 0.2033, "step": 6180 }, { "epoch": 99.84, "learning_rate": 0.07413381123058542, "loss": 0.3721, "step": 6190 }, { "epoch": 100.0, "learning_rate": 0.07407407407407407, "loss": 0.2754, "step": 6200 }, { "epoch": 100.0, "eval_acc": 0.8178571428571428, "eval_class_acc": [ 0.9642857142857143, 0.9666666666666667, 0.7575757575757576, 1.0, 0.8518518518518519, 0.7857142857142857, 0.5185185185185185, 0.6666666666666666, 0.1724137931034483, 1.0, 0.6875, 0.9230769230769231, 0.9090909090909091, 0.7241379310344828, 0.8461538461538461, 0.8928571428571429, 0.875, 0.9722222222222222, 0.8387096774193549, 0.3333333333333333, 0.8787878787878788, 0.9722222222222222, 0.9642857142857143, 1.0, 0.39285714285714285, 1.0, 0.9473684210526315, 0.9142857142857143 ], "eval_loss": 1.0329838991165161, "eval_video_acc": 0.8178571428571428, "step": 6200 }, { "epoch": 100.16, "learning_rate": 0.07401433691756273, "loss": 0.1724, "step": 6210 }, { "epoch": 100.32, "learning_rate": 0.07395459976105138, "loss": 0.4623, "step": 6220 }, { "epoch": 100.48, "learning_rate": 0.07389486260454002, "loss": 0.3619, "step": 6230 }, { "epoch": 100.65, "learning_rate": 0.07383512544802867, "loss": 0.3088, "step": 6240 }, { "epoch": 100.81, "learning_rate": 0.07377538829151732, "loss": 0.3286, "step": 6250 }, { "epoch": 100.97, "learning_rate": 0.07371565113500599, "loss": 0.358, "step": 6260 }, { "epoch": 101.0, "eval_acc": 0.825, "eval_class_acc": [ 0.9642857142857143, 0.9666666666666667, 0.48484848484848486, 0.8928571428571429, 0.8148148148148148, 0.5357142857142857, 0.5925925925925926, 0.875, 0.6896551724137931, 0.9230769230769231, 0.84375, 0.5, 0.8181818181818182, 0.8620689655172413, 0.7692307692307693, 0.8928571428571429, 0.65625, 0.8888888888888888, 0.9032258064516129, 0.7333333333333333, 0.9393939393939394, 0.9722222222222222, 1.0, 1.0, 0.8928571428571429, 1.0, 0.8421052631578947, 0.8 ], "eval_loss": 0.9280188083648682, "eval_video_acc": 0.825, "step": 6262 }, { "epoch": 101.13, "learning_rate": 0.07365591397849462, "loss": 0.3439, "step": 6270 }, { "epoch": 101.29, "learning_rate": 0.07359617682198327, "loss": 0.2971, "step": 6280 }, { "epoch": 101.45, "learning_rate": 0.07353643966547192, "loss": 0.238, "step": 6290 }, { "epoch": 101.61, "learning_rate": 0.07347670250896059, "loss": 0.3772, "step": 6300 }, { "epoch": 101.77, "learning_rate": 0.07341696535244922, "loss": 0.5305, "step": 6310 }, { "epoch": 101.94, "learning_rate": 0.07335722819593787, "loss": 0.1372, "step": 6320 }, { "epoch": 102.0, "eval_acc": 0.8261904761904761, "eval_class_acc": [ 0.9642857142857143, 0.9, 0.8484848484848485, 0.8571428571428571, 0.6666666666666666, 0.6785714285714286, 0.48148148148148145, 0.9166666666666666, 0.3793103448275862, 0.9230769230769231, 0.875, 0.8461538461538461, 0.7575757575757576, 0.9310344827586207, 0.8461538461538461, 0.7857142857142857, 0.71875, 0.9166666666666666, 0.41935483870967744, 0.9, 0.9090909090909091, 0.9444444444444444, 0.9642857142857143, 1.0, 0.8928571428571429, 1.0, 0.7631578947368421, 1.0 ], "eval_loss": 0.9603903889656067, "eval_video_acc": 0.8261904761904761, "step": 6324 }, { "epoch": 102.1, "learning_rate": 0.07329749103942652, "loss": 0.3296, "step": 6330 }, { "epoch": 102.26, "learning_rate": 0.07323775388291517, "loss": 0.3016, "step": 6340 }, { "epoch": 102.42, "learning_rate": 0.07317801672640382, "loss": 0.2275, "step": 6350 }, { "epoch": 102.58, "learning_rate": 0.07311827956989247, "loss": 0.4837, "step": 6360 }, { "epoch": 102.74, "learning_rate": 0.07305854241338113, "loss": 0.3327, "step": 6370 }, { "epoch": 102.9, "learning_rate": 0.07299880525686978, "loss": 0.4426, "step": 6380 }, { "epoch": 103.0, "eval_acc": 0.8107142857142857, "eval_class_acc": [ 0.9642857142857143, 0.9, 0.5454545454545454, 0.6785714285714286, 0.7407407407407407, 0.7857142857142857, 0.5185185185185185, 0.6666666666666666, 0.27586206896551724, 1.0, 0.5625, 0.38461538461538464, 0.9393939393939394, 0.5862068965517241, 0.7307692307692307, 1.0, 0.90625, 0.75, 0.8709677419354839, 0.9333333333333333, 0.9393939393939394, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.8571428571428571 ], "eval_loss": 0.9791167974472046, "eval_video_acc": 0.8107142857142857, "step": 6386 }, { "epoch": 103.06, "learning_rate": 0.07293906810035843, "loss": 0.201, "step": 6390 }, { "epoch": 103.23, "learning_rate": 0.07287933094384708, "loss": 0.2318, "step": 6400 }, { "epoch": 103.39, "learning_rate": 0.07281959378733573, "loss": 0.529, "step": 6410 }, { "epoch": 103.55, "learning_rate": 0.07275985663082438, "loss": 0.3843, "step": 6420 }, { "epoch": 103.71, "learning_rate": 0.07270011947431303, "loss": 0.292, "step": 6430 }, { "epoch": 103.87, "learning_rate": 0.07264038231780168, "loss": 0.2697, "step": 6440 }, { "epoch": 104.0, "eval_acc": 0.7392857142857143, "eval_class_acc": [ 0.5357142857142857, 0.9666666666666667, 0.6363636363636364, 0.7857142857142857, 0.14814814814814814, 0.9285714285714286, 0.6666666666666666, 0.5833333333333334, 0.3793103448275862, 1.0, 0.5625, 0.7692307692307693, 0.696969696969697, 0.896551724137931, 0.6153846153846154, 0.9285714285714286, 0.78125, 0.8888888888888888, 0.9354838709677419, 0.5333333333333333, 0.7575757575757576, 0.8888888888888888, 0.9285714285714286, 1.0, 0.5714285714285714, 1.0, 0.3157894736842105, 0.9714285714285714 ], "eval_loss": 1.859480381011963, "eval_video_acc": 0.7392857142857143, "step": 6448 }, { "epoch": 104.03, "learning_rate": 0.07258064516129033, "loss": 0.3661, "step": 6450 }, { "epoch": 104.19, "learning_rate": 0.07252090800477898, "loss": 0.3133, "step": 6460 }, { "epoch": 104.35, "learning_rate": 0.07246117084826763, "loss": 0.1975, "step": 6470 }, { "epoch": 104.52, "learning_rate": 0.07240143369175626, "loss": 0.3209, "step": 6480 }, { "epoch": 104.68, "learning_rate": 0.07234169653524493, "loss": 0.2867, "step": 6490 }, { "epoch": 104.84, "learning_rate": 0.07228195937873358, "loss": 0.3361, "step": 6500 }, { "epoch": 105.0, "learning_rate": 0.07222222222222223, "loss": 0.3132, "step": 6510 }, { "epoch": 105.0, "eval_acc": 0.8202380952380952, "eval_class_acc": [ 0.9642857142857143, 0.9666666666666667, 0.7272727272727273, 0.5, 0.4074074074074074, 0.6428571428571429, 0.5555555555555556, 0.75, 0.4482758620689655, 0.9615384615384616, 0.8125, 0.9230769230769231, 0.8181818181818182, 0.8620689655172413, 0.7692307692307693, 0.8928571428571429, 0.78125, 0.9722222222222222, 0.9032258064516129, 1.0, 0.7575757575757576, 0.8611111111111112, 1.0, 1.0, 0.6785714285714286, 0.9666666666666667, 0.8947368421052632, 1.0 ], "eval_loss": 0.9269089698791504, "eval_video_acc": 0.8202380952380952, "step": 6510 }, { "epoch": 105.16, "learning_rate": 0.07216248506571087, "loss": 0.3653, "step": 6520 }, { "epoch": 105.32, "learning_rate": 0.07210274790919953, "loss": 0.3513, "step": 6530 }, { "epoch": 105.48, "learning_rate": 0.07204301075268818, "loss": 0.2294, "step": 6540 }, { "epoch": 105.65, "learning_rate": 0.07198327359617683, "loss": 0.3323, "step": 6550 }, { "epoch": 105.81, "learning_rate": 0.07192353643966547, "loss": 0.472, "step": 6560 }, { "epoch": 105.97, "learning_rate": 0.07186379928315412, "loss": 0.4145, "step": 6570 }, { "epoch": 106.0, "eval_acc": 0.8107142857142857, "eval_class_acc": [ 0.9642857142857143, 0.9, 0.696969696969697, 0.7857142857142857, 0.8518518518518519, 0.8571428571428571, 0.6666666666666666, 0.4166666666666667, 0.5517241379310345, 0.8461538461538461, 0.6875, 0.8846153846153846, 1.0, 0.3793103448275862, 0.5, 0.9642857142857143, 0.625, 0.8888888888888888, 0.9032258064516129, 0.8666666666666667, 0.9393939393939394, 0.8611111111111112, 1.0, 1.0, 0.9285714285714286, 0.9666666666666667, 0.7894736842105263, 0.8571428571428571 ], "eval_loss": 0.9555760025978088, "eval_video_acc": 0.8107142857142857, "step": 6572 }, { "epoch": 106.13, "learning_rate": 0.07180406212664278, "loss": 0.3284, "step": 6580 }, { "epoch": 106.29, "learning_rate": 0.07174432497013143, "loss": 0.2752, "step": 6590 }, { "epoch": 106.45, "learning_rate": 0.07168458781362007, "loss": 0.4245, "step": 6600 }, { "epoch": 106.61, "learning_rate": 0.07162485065710872, "loss": 0.3341, "step": 6610 }, { "epoch": 106.77, "learning_rate": 0.07156511350059738, "loss": 0.4006, "step": 6620 }, { "epoch": 106.94, "learning_rate": 0.07150537634408603, "loss": 0.3004, "step": 6630 }, { "epoch": 107.0, "eval_acc": 0.8380952380952381, "eval_class_acc": [ 1.0, 0.8666666666666667, 0.6060606060606061, 0.8571428571428571, 0.8888888888888888, 0.9285714285714286, 0.5925925925925926, 0.7083333333333334, 0.896551724137931, 0.5384615384615384, 0.78125, 0.6538461538461539, 0.8787878787878788, 0.7931034482758621, 0.9615384615384616, 0.6785714285714286, 0.96875, 0.6388888888888888, 0.8387096774193549, 0.8, 0.8484848484848485, 0.9722222222222222, 1.0, 0.9655172413793104, 1.0, 1.0, 0.8947368421052632, 0.8571428571428571 ], "eval_loss": 0.8677431344985962, "eval_video_acc": 0.8380952380952381, "step": 6634 }, { "epoch": 107.1, "learning_rate": 0.07144563918757467, "loss": 0.359, "step": 6640 }, { "epoch": 107.26, "learning_rate": 0.07138590203106332, "loss": 0.2717, "step": 6650 }, { "epoch": 107.42, "learning_rate": 0.07132616487455197, "loss": 0.3923, "step": 6660 }, { "epoch": 107.58, "learning_rate": 0.07126642771804063, "loss": 0.3512, "step": 6670 }, { "epoch": 107.74, "learning_rate": 0.07120669056152927, "loss": 0.3081, "step": 6680 }, { "epoch": 107.9, "learning_rate": 0.07114695340501792, "loss": 0.1856, "step": 6690 }, { "epoch": 108.0, "eval_acc": 0.8166666666666667, "eval_class_acc": [ 1.0, 0.9333333333333333, 0.42424242424242425, 0.9642857142857143, 0.8518518518518519, 0.8571428571428571, 0.7407407407407407, 0.4583333333333333, 0.6206896551724138, 0.8076923076923077, 0.8125, 1.0, 0.9696969696969697, 0.4482758620689655, 0.8846153846153846, 0.75, 0.9375, 0.9444444444444444, 0.8064516129032258, 0.06666666666666667, 0.696969696969697, 0.9722222222222222, 1.0, 1.0, 0.9642857142857143, 0.9666666666666667, 0.9473684210526315, 0.9428571428571428 ], "eval_loss": 0.9968642592430115, "eval_video_acc": 0.8166666666666667, "step": 6696 }, { "epoch": 108.06, "learning_rate": 0.07108721624850657, "loss": 0.3473, "step": 6700 }, { "epoch": 108.23, "learning_rate": 0.07102747909199522, "loss": 0.3417, "step": 6710 }, { "epoch": 108.39, "learning_rate": 0.07096774193548387, "loss": 0.4367, "step": 6720 }, { "epoch": 108.55, "learning_rate": 0.07090800477897252, "loss": 0.2638, "step": 6730 }, { "epoch": 108.71, "learning_rate": 0.07084826762246117, "loss": 0.4966, "step": 6740 }, { "epoch": 108.87, "learning_rate": 0.07078853046594982, "loss": 0.317, "step": 6750 }, { "epoch": 109.0, "eval_acc": 0.805952380952381, "eval_class_acc": [ 0.8928571428571429, 0.9666666666666667, 0.6666666666666666, 0.9285714285714286, 0.7037037037037037, 0.6428571428571429, 0.2962962962962963, 0.8333333333333334, 0.6551724137931034, 0.9615384615384616, 0.71875, 0.8461538461538461, 0.42424242424242425, 0.9655172413793104, 0.5769230769230769, 0.9285714285714286, 0.625, 0.9444444444444444, 0.9032258064516129, 0.7, 0.7575757575757576, 1.0, 0.9285714285714286, 1.0, 0.8571428571428571, 1.0, 0.8421052631578947, 0.9428571428571428 ], "eval_loss": 1.0767736434936523, "eval_video_acc": 0.805952380952381, "step": 6758 }, { "epoch": 109.03, "learning_rate": 0.07072879330943847, "loss": 0.2369, "step": 6760 }, { "epoch": 109.19, "learning_rate": 0.07066905615292712, "loss": 0.206, "step": 6770 }, { "epoch": 109.35, "learning_rate": 0.07060931899641577, "loss": 0.2158, "step": 6780 }, { "epoch": 109.52, "learning_rate": 0.07054958183990442, "loss": 0.2033, "step": 6790 }, { "epoch": 109.68, "learning_rate": 0.07048984468339307, "loss": 0.1797, "step": 6800 }, { "epoch": 109.84, "learning_rate": 0.07043010752688172, "loss": 0.2528, "step": 6810 }, { "epoch": 110.0, "learning_rate": 0.07037037037037037, "loss": 0.2859, "step": 6820 }, { "epoch": 110.0, "eval_acc": 0.8464285714285714, "eval_class_acc": [ 0.8214285714285714, 0.9333333333333333, 0.6666666666666666, 0.8928571428571429, 0.7407407407407407, 0.8214285714285714, 0.7407407407407407, 0.9166666666666666, 0.3448275862068966, 0.9230769230769231, 0.90625, 0.9230769230769231, 0.9393939393939394, 0.8620689655172413, 0.8076923076923077, 0.9642857142857143, 0.875, 0.7777777777777778, 0.7741935483870968, 0.7, 0.9090909090909091, 0.7777777777777778, 0.9642857142857143, 1.0, 0.9642857142857143, 1.0, 0.7894736842105263, 1.0 ], "eval_loss": 0.7952282428741455, "eval_video_acc": 0.8464285714285714, "step": 6820 }, { "epoch": 110.16, "learning_rate": 0.07031063321385903, "loss": 0.1782, "step": 6830 }, { "epoch": 110.32, "learning_rate": 0.07025089605734768, "loss": 0.3485, "step": 6840 }, { "epoch": 110.48, "learning_rate": 0.07019115890083633, "loss": 0.292, "step": 6850 }, { "epoch": 110.65, "learning_rate": 0.07013142174432498, "loss": 0.271, "step": 6860 }, { "epoch": 110.81, "learning_rate": 0.07007168458781363, "loss": 0.2099, "step": 6870 }, { "epoch": 110.97, "learning_rate": 0.07001194743130228, "loss": 0.3024, "step": 6880 }, { "epoch": 111.0, "eval_acc": 0.8285714285714286, "eval_class_acc": [ 0.8928571428571429, 0.9666666666666667, 0.6363636363636364, 0.6785714285714286, 0.7407407407407407, 0.6785714285714286, 0.6296296296296297, 0.7916666666666666, 0.3448275862068966, 0.9615384615384616, 0.8125, 0.5769230769230769, 1.0, 0.41379310344827586, 0.9230769230769231, 0.8928571428571429, 0.71875, 0.9166666666666666, 0.8387096774193549, 0.9666666666666667, 0.9393939393939394, 0.9444444444444444, 1.0, 1.0, 0.9642857142857143, 1.0, 0.9473684210526315, 0.8857142857142857 ], "eval_loss": 0.9263045787811279, "eval_video_acc": 0.8285714285714286, "step": 6882 }, { "epoch": 111.13, "learning_rate": 0.06995221027479091, "loss": 0.2181, "step": 6890 }, { "epoch": 111.29, "learning_rate": 0.06989247311827958, "loss": 0.2596, "step": 6900 }, { "epoch": 111.45, "learning_rate": 0.06983273596176823, "loss": 0.1705, "step": 6910 }, { "epoch": 111.61, "learning_rate": 0.06977299880525688, "loss": 0.3021, "step": 6920 }, { "epoch": 111.77, "learning_rate": 0.06971326164874551, "loss": 0.1824, "step": 6930 }, { "epoch": 111.94, "learning_rate": 0.06965352449223416, "loss": 0.2067, "step": 6940 }, { "epoch": 112.0, "eval_acc": 0.8297619047619048, "eval_class_acc": [ 1.0, 0.9, 0.7272727272727273, 0.8928571428571429, 0.5925925925925926, 0.9642857142857143, 0.37037037037037035, 0.5416666666666666, 0.5862068965517241, 0.8461538461538461, 0.84375, 0.9230769230769231, 0.6666666666666666, 0.9655172413793104, 0.8846153846153846, 0.7857142857142857, 0.875, 0.8333333333333334, 0.8064516129032258, 0.9666666666666667, 0.7272727272727273, 0.9166666666666666, 0.8571428571428571, 1.0, 0.8214285714285714, 1.0, 0.8421052631578947, 1.0 ], "eval_loss": 0.9240110516548157, "eval_video_acc": 0.8297619047619048, "step": 6944 }, { "epoch": 112.1, "learning_rate": 0.06959378733572283, "loss": 0.1405, "step": 6950 }, { "epoch": 112.26, "learning_rate": 0.06953405017921148, "loss": 0.2691, "step": 6960 }, { "epoch": 112.42, "learning_rate": 0.06947431302270012, "loss": 0.2337, "step": 6970 }, { "epoch": 112.58, "learning_rate": 0.06941457586618877, "loss": 0.2507, "step": 6980 }, { "epoch": 112.74, "learning_rate": 0.06935483870967743, "loss": 0.2864, "step": 6990 }, { "epoch": 112.9, "learning_rate": 0.06929510155316608, "loss": 0.4672, "step": 7000 }, { "epoch": 113.0, "eval_acc": 0.85, "eval_class_acc": [ 1.0, 0.6666666666666666, 0.6666666666666666, 0.75, 0.8148148148148148, 0.8571428571428571, 0.4444444444444444, 0.7916666666666666, 0.6551724137931034, 0.8461538461538461, 0.71875, 0.6923076923076923, 0.9090909090909091, 0.9310344827586207, 0.8846153846153846, 0.8928571428571429, 0.9375, 0.8611111111111112, 0.8709677419354839, 0.9333333333333333, 0.9696969696969697, 1.0, 1.0, 1.0, 0.8571428571428571, 1.0, 0.8947368421052632, 0.8571428571428571 ], "eval_loss": 0.7291848063468933, "eval_video_acc": 0.85, "step": 7006 }, { "epoch": 113.06, "learning_rate": 0.06923536439665472, "loss": 0.197, "step": 7010 }, { "epoch": 113.23, "learning_rate": 0.06917562724014337, "loss": 0.3245, "step": 7020 }, { "epoch": 113.39, "learning_rate": 0.06911589008363202, "loss": 0.233, "step": 7030 }, { "epoch": 113.55, "learning_rate": 0.06905615292712068, "loss": 0.2731, "step": 7040 }, { "epoch": 113.71, "learning_rate": 0.06899641577060932, "loss": 0.2404, "step": 7050 }, { "epoch": 113.87, "learning_rate": 0.06893667861409797, "loss": 0.2841, "step": 7060 }, { "epoch": 114.0, "eval_acc": 0.7880952380952381, "eval_class_acc": [ 0.9642857142857143, 0.9333333333333333, 0.5151515151515151, 0.5714285714285714, 0.7037037037037037, 0.8928571428571429, 0.5555555555555556, 0.4583333333333333, 0.5862068965517241, 0.9615384615384616, 0.8125, 0.8076923076923077, 0.696969696969697, 0.9655172413793104, 0.5, 0.8571428571428571, 0.875, 0.8888888888888888, 0.7419354838709677, 0.8333333333333334, 0.6060606060606061, 0.8888888888888888, 0.9285714285714286, 1.0, 0.6428571428571429, 1.0, 0.7894736842105263, 0.9714285714285714 ], "eval_loss": 1.1760729551315308, "eval_video_acc": 0.7880952380952381, "step": 7068 }, { "epoch": 114.03, "learning_rate": 0.06887694145758662, "loss": 0.3887, "step": 7070 }, { "epoch": 114.19, "learning_rate": 0.06881720430107528, "loss": 0.4, "step": 7080 }, { "epoch": 114.35, "learning_rate": 0.06875746714456392, "loss": 0.2023, "step": 7090 }, { "epoch": 114.52, "learning_rate": 0.06869772998805257, "loss": 0.1941, "step": 7100 }, { "epoch": 114.68, "learning_rate": 0.06863799283154122, "loss": 0.353, "step": 7110 }, { "epoch": 114.84, "learning_rate": 0.06857825567502987, "loss": 0.2122, "step": 7120 }, { "epoch": 115.0, "learning_rate": 0.06851851851851852, "loss": 0.2172, "step": 7130 }, { "epoch": 115.0, "eval_acc": 0.8285714285714286, "eval_class_acc": [ 0.9285714285714286, 0.9333333333333333, 0.6363636363636364, 0.8928571428571429, 0.8518518518518519, 0.8928571428571429, 0.5555555555555556, 0.8333333333333334, 0.7586206896551724, 1.0, 0.78125, 0.5384615384615384, 0.5454545454545454, 1.0, 0.46153846153846156, 1.0, 0.625, 0.7777777777777778, 0.9354838709677419, 0.6666666666666666, 0.9696969696969697, 1.0, 0.9642857142857143, 1.0, 0.9285714285714286, 0.9, 0.8157894736842105, 0.9714285714285714 ], "eval_loss": 0.9210666418075562, "eval_video_acc": 0.8285714285714286, "step": 7130 }, { "epoch": 115.16, "learning_rate": 0.06845878136200717, "loss": 0.1617, "step": 7140 }, { "epoch": 115.32, "learning_rate": 0.06839904420549582, "loss": 0.2928, "step": 7150 }, { "epoch": 115.48, "learning_rate": 0.06833930704898447, "loss": 0.2571, "step": 7160 }, { "epoch": 115.65, "learning_rate": 0.06827956989247312, "loss": 0.2243, "step": 7170 }, { "epoch": 115.81, "learning_rate": 0.06821983273596177, "loss": 0.2104, "step": 7180 }, { "epoch": 115.97, "learning_rate": 0.06816009557945042, "loss": 0.2568, "step": 7190 }, { "epoch": 116.0, "eval_acc": 0.7964285714285714, "eval_class_acc": [ 0.9642857142857143, 0.8, 0.45454545454545453, 0.9285714285714286, 0.7777777777777778, 0.6785714285714286, 0.7777777777777778, 0.8333333333333334, 0.4482758620689655, 1.0, 0.6875, 0.8846153846153846, 0.5151515151515151, 0.8275862068965517, 0.9615384615384616, 0.9642857142857143, 0.5625, 0.8888888888888888, 0.8387096774193549, 0.5666666666666667, 0.8181818181818182, 0.8888888888888888, 0.8571428571428571, 1.0, 0.75, 1.0, 0.8157894736842105, 0.9142857142857143 ], "eval_loss": 0.924605131149292, "eval_video_acc": 0.7964285714285714, "step": 7192 }, { "epoch": 116.13, "learning_rate": 0.06810035842293907, "loss": 0.2219, "step": 7200 }, { "epoch": 116.29, "learning_rate": 0.06804062126642772, "loss": 0.2759, "step": 7210 }, { "epoch": 116.45, "learning_rate": 0.06798088410991637, "loss": 0.28, "step": 7220 }, { "epoch": 116.61, "learning_rate": 0.06792114695340502, "loss": 0.2984, "step": 7230 }, { "epoch": 116.77, "learning_rate": 0.06786140979689367, "loss": 0.4392, "step": 7240 }, { "epoch": 116.94, "learning_rate": 0.06780167264038232, "loss": 0.2476, "step": 7250 }, { "epoch": 117.0, "eval_acc": 0.8, "eval_class_acc": [ 0.8571428571428571, 0.6666666666666666, 0.7272727272727273, 0.7857142857142857, 0.8148148148148148, 0.9642857142857143, 0.7037037037037037, 0.75, 0.20689655172413793, 1.0, 0.6875, 0.6538461538461539, 0.7575757575757576, 0.9655172413793104, 0.6538461538461539, 0.9285714285714286, 0.75, 0.8888888888888888, 0.5806451612903226, 0.7, 0.7272727272727273, 1.0, 0.9285714285714286, 1.0, 0.8571428571428571, 1.0, 0.9210526315789473, 0.8571428571428571 ], "eval_loss": 1.0993574857711792, "eval_video_acc": 0.8, "step": 7254 }, { "epoch": 117.1, "learning_rate": 0.06774193548387096, "loss": 0.12, "step": 7260 }, { "epoch": 117.26, "learning_rate": 0.06768219832735962, "loss": 0.2076, "step": 7270 }, { "epoch": 117.42, "learning_rate": 0.06762246117084827, "loss": 0.1984, "step": 7280 }, { "epoch": 117.58, "learning_rate": 0.06756272401433693, "loss": 0.3821, "step": 7290 }, { "epoch": 117.74, "learning_rate": 0.06750298685782556, "loss": 0.1693, "step": 7300 }, { "epoch": 117.9, "learning_rate": 0.06744324970131423, "loss": 0.1828, "step": 7310 }, { "epoch": 118.0, "eval_acc": 0.8285714285714286, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.5454545454545454, 0.9642857142857143, 0.7037037037037037, 0.8928571428571429, 0.4074074074074074, 0.7083333333333334, 0.6206896551724138, 0.9615384615384616, 0.8125, 1.0, 0.9393939393939394, 0.8275862068965517, 0.6923076923076923, 0.9285714285714286, 0.53125, 0.9444444444444444, 0.8709677419354839, 0.8, 0.9090909090909091, 1.0, 1.0, 0.9655172413793104, 0.8571428571428571, 1.0, 0.4473684210526316, 1.0 ], "eval_loss": 1.0239015817642212, "eval_video_acc": 0.8285714285714286, "step": 7316 }, { "epoch": 118.06, "learning_rate": 0.06738351254480288, "loss": 0.4285, "step": 7320 }, { "epoch": 118.23, "learning_rate": 0.06732377538829153, "loss": 0.1482, "step": 7330 }, { "epoch": 118.39, "learning_rate": 0.06726403823178016, "loss": 0.149, "step": 7340 }, { "epoch": 118.55, "learning_rate": 0.06720430107526881, "loss": 0.269, "step": 7350 }, { "epoch": 118.71, "learning_rate": 0.06714456391875748, "loss": 0.2172, "step": 7360 }, { "epoch": 118.87, "learning_rate": 0.06708482676224613, "loss": 0.2022, "step": 7370 }, { "epoch": 119.0, "eval_acc": 0.8523809523809524, "eval_class_acc": [ 0.9642857142857143, 0.7333333333333333, 0.9696969696969697, 0.9642857142857143, 0.5925925925925926, 0.9642857142857143, 0.5555555555555556, 0.625, 0.7241379310344828, 0.8846153846153846, 0.78125, 0.9230769230769231, 0.7575757575757576, 0.896551724137931, 0.5384615384615384, 1.0, 0.75, 0.7777777777777778, 0.8064516129032258, 0.8333333333333334, 0.9393939393939394, 1.0, 1.0, 1.0, 0.9642857142857143, 1.0, 0.8947368421052632, 0.9142857142857143 ], "eval_loss": 0.7827412486076355, "eval_video_acc": 0.8523809523809524, "step": 7378 }, { "epoch": 119.03, "learning_rate": 0.06702508960573476, "loss": 0.2676, "step": 7380 }, { "epoch": 119.19, "learning_rate": 0.06696535244922341, "loss": 0.2313, "step": 7390 }, { "epoch": 119.35, "learning_rate": 0.06690561529271206, "loss": 0.3509, "step": 7400 }, { "epoch": 119.52, "learning_rate": 0.06684587813620073, "loss": 0.235, "step": 7410 }, { "epoch": 119.68, "learning_rate": 0.06678614097968937, "loss": 0.3425, "step": 7420 }, { "epoch": 119.84, "learning_rate": 0.06672640382317802, "loss": 0.2814, "step": 7430 }, { "epoch": 120.0, "learning_rate": 0.06666666666666667, "loss": 0.2952, "step": 7440 }, { "epoch": 120.0, "eval_acc": 0.8511904761904762, "eval_class_acc": [ 1.0, 0.8666666666666667, 0.45454545454545453, 0.9285714285714286, 0.7777777777777778, 0.7142857142857143, 0.6296296296296297, 0.8333333333333334, 0.6896551724137931, 0.7307692307692307, 0.78125, 1.0, 0.696969696969697, 0.9655172413793104, 0.7692307692307693, 1.0, 0.84375, 0.9166666666666666, 0.9032258064516129, 0.7, 0.9090909090909091, 0.9722222222222222, 1.0, 0.9655172413793104, 0.9285714285714286, 0.9666666666666667, 0.9473684210526315, 0.9142857142857143 ], "eval_loss": 0.7860543131828308, "eval_video_acc": 0.8511904761904762, "step": 7440 }, { "epoch": 120.16, "learning_rate": 0.06660692951015533, "loss": 0.1458, "step": 7450 }, { "epoch": 120.32, "learning_rate": 0.06654719235364397, "loss": 0.2073, "step": 7460 }, { "epoch": 120.48, "learning_rate": 0.06648745519713262, "loss": 0.2018, "step": 7470 }, { "epoch": 120.65, "learning_rate": 0.06642771804062127, "loss": 0.2781, "step": 7480 }, { "epoch": 120.81, "learning_rate": 0.06636798088410992, "loss": 0.1416, "step": 7490 }, { "epoch": 120.97, "learning_rate": 0.06630824372759857, "loss": 0.2271, "step": 7500 }, { "epoch": 121.0, "eval_acc": 0.8273809523809523, "eval_class_acc": [ 1.0, 0.9666666666666667, 0.6666666666666666, 0.9642857142857143, 0.5555555555555556, 0.8928571428571429, 0.5555555555555556, 0.7083333333333334, 0.4482758620689655, 0.9615384615384616, 0.40625, 0.9615384615384616, 0.8484848484848485, 0.7931034482758621, 0.9230769230769231, 0.9285714285714286, 0.71875, 0.8333333333333334, 0.7741935483870968, 0.7333333333333333, 0.9393939393939394, 0.9722222222222222, 1.0, 1.0, 0.9642857142857143, 1.0, 0.7894736842105263, 0.8857142857142857 ], "eval_loss": 0.9134120941162109, "eval_video_acc": 0.8273809523809523, "step": 7502 }, { "epoch": 121.13, "learning_rate": 0.06624850657108722, "loss": 0.2391, "step": 7510 }, { "epoch": 121.29, "learning_rate": 0.06618876941457587, "loss": 0.2889, "step": 7520 }, { "epoch": 121.45, "learning_rate": 0.06612903225806452, "loss": 0.2352, "step": 7530 }, { "epoch": 121.61, "learning_rate": 0.06606929510155317, "loss": 0.2679, "step": 7540 }, { "epoch": 121.77, "learning_rate": 0.06600955794504182, "loss": 0.1264, "step": 7550 }, { "epoch": 121.94, "learning_rate": 0.06594982078853047, "loss": 0.3046, "step": 7560 }, { "epoch": 122.0, "eval_acc": 0.8261904761904761, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.6363636363636364, 0.8214285714285714, 0.6296296296296297, 0.8571428571428571, 0.7037037037037037, 0.8333333333333334, 0.27586206896551724, 0.9230769230769231, 0.59375, 0.8461538461538461, 0.9393939393939394, 0.896551724137931, 0.8846153846153846, 0.9285714285714286, 0.40625, 0.8333333333333334, 0.9032258064516129, 0.9, 0.7878787878787878, 1.0, 0.9642857142857143, 1.0, 0.8928571428571429, 0.9666666666666667, 0.8157894736842105, 1.0 ], "eval_loss": 1.1031216382980347, "eval_video_acc": 0.8261904761904761, "step": 7564 }, { "epoch": 122.1, "learning_rate": 0.06589008363201912, "loss": 0.3471, "step": 7570 }, { "epoch": 122.26, "learning_rate": 0.06583034647550777, "loss": 0.1302, "step": 7580 }, { "epoch": 122.42, "learning_rate": 0.06577060931899642, "loss": 0.1435, "step": 7590 }, { "epoch": 122.58, "learning_rate": 0.06571087216248507, "loss": 0.2368, "step": 7600 }, { "epoch": 122.74, "learning_rate": 0.06565113500597372, "loss": 0.3509, "step": 7610 }, { "epoch": 122.9, "learning_rate": 0.06559139784946237, "loss": 0.2429, "step": 7620 }, { "epoch": 123.0, "eval_acc": 0.8369047619047619, "eval_class_acc": [ 1.0, 0.9333333333333333, 0.8181818181818182, 0.8214285714285714, 0.8518518518518519, 0.8928571428571429, 0.2962962962962963, 0.75, 0.5172413793103449, 1.0, 0.9375, 0.8846153846153846, 0.8787878787878788, 0.8620689655172413, 0.8076923076923077, 1.0, 0.625, 0.8611111111111112, 0.7419354838709677, 0.9, 0.8484848484848485, 1.0, 0.8928571428571429, 1.0, 0.6428571428571429, 1.0, 0.631578947368421, 1.0 ], "eval_loss": 0.8680692911148071, "eval_video_acc": 0.8369047619047619, "step": 7626 }, { "epoch": 123.06, "learning_rate": 0.06553166069295101, "loss": 0.1258, "step": 7630 }, { "epoch": 123.23, "learning_rate": 0.06547192353643967, "loss": 0.3123, "step": 7640 }, { "epoch": 123.39, "learning_rate": 0.06541218637992832, "loss": 0.2153, "step": 7650 }, { "epoch": 123.55, "learning_rate": 0.06535244922341697, "loss": 0.1827, "step": 7660 }, { "epoch": 123.71, "learning_rate": 0.06529271206690561, "loss": 0.3734, "step": 7670 }, { "epoch": 123.87, "learning_rate": 0.06523297491039427, "loss": 0.1808, "step": 7680 }, { "epoch": 124.0, "eval_acc": 0.8369047619047619, "eval_class_acc": [ 0.9642857142857143, 0.8, 0.7575757575757576, 0.75, 0.7037037037037037, 0.8571428571428571, 0.8518518518518519, 0.8333333333333334, 0.5517241379310345, 1.0, 0.65625, 1.0, 0.9696969696969697, 0.9655172413793104, 0.7307692307692307, 0.8214285714285714, 0.5625, 0.8888888888888888, 0.8064516129032258, 0.9, 0.8181818181818182, 1.0, 0.8214285714285714, 1.0, 0.8928571428571429, 0.9666666666666667, 0.8421052631578947, 0.7428571428571429 ], "eval_loss": 0.9051333665847778, "eval_video_acc": 0.8369047619047619, "step": 7688 }, { "epoch": 124.03, "learning_rate": 0.06517323775388292, "loss": 0.2882, "step": 7690 }, { "epoch": 124.19, "learning_rate": 0.06511350059737157, "loss": 0.1396, "step": 7700 }, { "epoch": 124.35, "learning_rate": 0.06505376344086021, "loss": 0.1341, "step": 7710 }, { "epoch": 124.52, "learning_rate": 0.06499402628434886, "loss": 0.2544, "step": 7720 }, { "epoch": 124.68, "learning_rate": 0.06493428912783752, "loss": 0.2026, "step": 7730 }, { "epoch": 124.84, "learning_rate": 0.06487455197132617, "loss": 0.2423, "step": 7740 }, { "epoch": 125.0, "learning_rate": 0.06481481481481481, "loss": 0.2855, "step": 7750 }, { "epoch": 125.0, "eval_acc": 0.8642857142857143, "eval_class_acc": [ 0.8214285714285714, 0.9333333333333333, 0.7575757575757576, 0.8214285714285714, 0.6666666666666666, 0.8214285714285714, 0.6296296296296297, 0.875, 0.6206896551724138, 1.0, 0.90625, 0.7692307692307693, 0.6666666666666666, 1.0, 0.8461538461538461, 0.7857142857142857, 0.78125, 0.9166666666666666, 0.8064516129032258, 0.9, 0.9696969696969697, 1.0, 1.0, 0.9655172413793104, 0.9642857142857143, 0.9666666666666667, 0.9473684210526315, 0.9714285714285714 ], "eval_loss": 0.7487900257110596, "eval_video_acc": 0.8642857142857143, "step": 7750 }, { "epoch": 125.16, "learning_rate": 0.06475507765830346, "loss": 0.1371, "step": 7760 }, { "epoch": 125.32, "learning_rate": 0.06469534050179213, "loss": 0.2399, "step": 7770 }, { "epoch": 125.48, "learning_rate": 0.06463560334528078, "loss": 0.1321, "step": 7780 }, { "epoch": 125.65, "learning_rate": 0.06457586618876941, "loss": 0.242, "step": 7790 }, { "epoch": 125.81, "learning_rate": 0.06451612903225806, "loss": 0.1702, "step": 7800 }, { "epoch": 125.97, "learning_rate": 0.06445639187574671, "loss": 0.3898, "step": 7810 }, { "epoch": 126.0, "eval_acc": 0.7988095238095239, "eval_class_acc": [ 0.8928571428571429, 0.9666666666666667, 0.48484848484848486, 0.9285714285714286, 0.7407407407407407, 0.6785714285714286, 0.4444444444444444, 0.7083333333333334, 0.5517241379310345, 0.9615384615384616, 0.59375, 0.8461538461538461, 0.48484848484848486, 1.0, 0.6923076923076923, 0.7142857142857143, 0.53125, 0.8055555555555556, 0.9032258064516129, 0.7666666666666667, 0.9696969696969697, 0.9722222222222222, 1.0, 1.0, 0.8214285714285714, 1.0, 0.868421052631579, 1.0 ], "eval_loss": 1.261590600013733, "eval_video_acc": 0.7988095238095239, "step": 7812 }, { "epoch": 126.13, "learning_rate": 0.06439665471923538, "loss": 0.1422, "step": 7820 }, { "epoch": 126.29, "learning_rate": 0.06433691756272401, "loss": 0.1955, "step": 7830 }, { "epoch": 126.45, "learning_rate": 0.06427718040621266, "loss": 0.184, "step": 7840 }, { "epoch": 126.61, "learning_rate": 0.06421744324970131, "loss": 0.167, "step": 7850 }, { "epoch": 126.77, "learning_rate": 0.06415770609318996, "loss": 0.2192, "step": 7860 }, { "epoch": 126.94, "learning_rate": 0.06409796893667861, "loss": 0.2375, "step": 7870 }, { "epoch": 127.0, "eval_acc": 0.8035714285714286, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.6666666666666666, 1.0, 0.5555555555555556, 0.8214285714285714, 0.5555555555555556, 0.7916666666666666, 0.6206896551724138, 1.0, 0.78125, 0.8076923076923077, 0.6363636363636364, 1.0, 0.4230769230769231, 1.0, 0.59375, 0.75, 0.967741935483871, 0.6666666666666666, 0.8787878787878788, 0.8888888888888888, 0.8571428571428571, 1.0, 0.5357142857142857, 1.0, 0.8947368421052632, 0.8571428571428571 ], "eval_loss": 1.1547261476516724, "eval_video_acc": 0.8035714285714286, "step": 7874 }, { "epoch": 127.1, "learning_rate": 0.06403823178016727, "loss": 0.1253, "step": 7880 }, { "epoch": 127.26, "learning_rate": 0.06397849462365592, "loss": 0.3318, "step": 7890 }, { "epoch": 127.42, "learning_rate": 0.06391875746714457, "loss": 0.1286, "step": 7900 }, { "epoch": 127.58, "learning_rate": 0.06385902031063322, "loss": 0.178, "step": 7910 }, { "epoch": 127.74, "learning_rate": 0.06379928315412187, "loss": 0.346, "step": 7920 }, { "epoch": 127.9, "learning_rate": 0.06373954599761052, "loss": 0.37, "step": 7930 }, { "epoch": 128.0, "eval_acc": 0.8666666666666667, "eval_class_acc": [ 0.9642857142857143, 0.9, 0.6060606060606061, 0.8571428571428571, 0.48148148148148145, 0.9642857142857143, 0.7407407407407407, 0.7083333333333334, 0.5862068965517241, 1.0, 0.9375, 0.8461538461538461, 0.8787878787878788, 0.8620689655172413, 0.7692307692307693, 0.8928571428571429, 0.96875, 0.8055555555555556, 0.7419354838709677, 0.9666666666666667, 0.8181818181818182, 1.0, 1.0, 1.0, 0.9642857142857143, 1.0, 0.9210526315789473, 1.0 ], "eval_loss": 0.8503616452217102, "eval_video_acc": 0.8666666666666667, "step": 7936 }, { "epoch": 128.06, "learning_rate": 0.06367980884109917, "loss": 0.2021, "step": 7940 }, { "epoch": 128.23, "learning_rate": 0.06362007168458782, "loss": 0.1703, "step": 7950 }, { "epoch": 128.39, "learning_rate": 0.06356033452807647, "loss": 0.1247, "step": 7960 }, { "epoch": 128.55, "learning_rate": 0.06350059737156512, "loss": 0.3055, "step": 7970 }, { "epoch": 128.71, "learning_rate": 0.06344086021505377, "loss": 0.2241, "step": 7980 }, { "epoch": 128.87, "learning_rate": 0.06338112305854242, "loss": 0.2583, "step": 7990 }, { "epoch": 129.0, "eval_acc": 0.8511904761904762, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.7272727272727273, 0.7857142857142857, 0.6296296296296297, 0.6785714285714286, 0.6666666666666666, 0.875, 0.5172413793103449, 1.0, 0.8125, 0.9230769230769231, 0.9393939393939394, 0.8620689655172413, 0.4230769230769231, 0.9642857142857143, 0.8125, 0.9444444444444444, 0.8064516129032258, 0.9666666666666667, 0.8181818181818182, 1.0, 1.0, 1.0, 0.8571428571428571, 1.0, 0.8421052631578947, 0.9714285714285714 ], "eval_loss": 0.9146636128425598, "eval_video_acc": 0.8511904761904762, "step": 7998 }, { "epoch": 129.03, "learning_rate": 0.06332138590203107, "loss": 0.2464, "step": 8000 }, { "epoch": 129.19, "learning_rate": 0.06326164874551972, "loss": 0.1643, "step": 8010 }, { "epoch": 129.35, "learning_rate": 0.06320191158900837, "loss": 0.1163, "step": 8020 }, { "epoch": 129.52, "learning_rate": 0.06314217443249702, "loss": 0.1893, "step": 8030 }, { "epoch": 129.68, "learning_rate": 0.06308243727598566, "loss": 0.1719, "step": 8040 }, { "epoch": 129.84, "learning_rate": 0.06302270011947432, "loss": 0.2379, "step": 8050 }, { "epoch": 130.0, "learning_rate": 0.06296296296296297, "loss": 0.1665, "step": 8060 }, { "epoch": 130.0, "eval_acc": 0.8214285714285714, "eval_class_acc": [ 0.9285714285714286, 0.9333333333333333, 0.3939393939393939, 0.75, 0.6296296296296297, 0.9642857142857143, 0.4074074074074074, 0.5, 0.3448275862068966, 1.0, 0.78125, 0.9230769230769231, 0.8181818181818182, 0.9655172413793104, 0.8846153846153846, 0.9642857142857143, 0.59375, 0.8333333333333334, 0.8709677419354839, 0.9666666666666667, 0.8181818181818182, 1.0, 0.9642857142857143, 1.0, 0.8928571428571429, 1.0, 0.8157894736842105, 1.0 ], "eval_loss": 1.0969018936157227, "eval_video_acc": 0.8214285714285714, "step": 8060 }, { "epoch": 130.16, "learning_rate": 0.06290322580645162, "loss": 0.2901, "step": 8070 }, { "epoch": 130.32, "learning_rate": 0.06284348864994026, "loss": 0.1903, "step": 8080 }, { "epoch": 130.48, "learning_rate": 0.06278375149342891, "loss": 0.1673, "step": 8090 }, { "epoch": 130.65, "learning_rate": 0.06272401433691757, "loss": 0.1708, "step": 8100 }, { "epoch": 130.81, "learning_rate": 0.06266427718040622, "loss": 0.2376, "step": 8110 }, { "epoch": 130.97, "learning_rate": 0.06260454002389486, "loss": 0.3528, "step": 8120 }, { "epoch": 131.0, "eval_acc": 0.7761904761904762, "eval_class_acc": [ 0.8928571428571429, 0.9, 0.36363636363636365, 0.9285714285714286, 0.7777777777777778, 0.8571428571428571, 0.4074074074074074, 0.8333333333333334, 0.20689655172413793, 0.9230769230769231, 0.53125, 1.0, 0.7575757575757576, 0.8275862068965517, 0.7692307692307693, 1.0, 0.40625, 0.8055555555555556, 0.8064516129032258, 0.8, 0.8181818181818182, 0.9722222222222222, 0.8214285714285714, 1.0, 0.6785714285714286, 1.0, 0.7368421052631579, 0.9714285714285714 ], "eval_loss": 1.4599473476409912, "eval_video_acc": 0.7761904761904762, "step": 8122 }, { "epoch": 131.13, "learning_rate": 0.06254480286738351, "loss": 0.3373, "step": 8130 }, { "epoch": 131.29, "learning_rate": 0.06248506571087217, "loss": 0.1939, "step": 8140 }, { "epoch": 131.45, "learning_rate": 0.062425328554360816, "loss": 0.1406, "step": 8150 }, { "epoch": 131.61, "learning_rate": 0.06236559139784947, "loss": 0.2022, "step": 8160 }, { "epoch": 131.77, "learning_rate": 0.06230585424133811, "loss": 0.1842, "step": 8170 }, { "epoch": 131.94, "learning_rate": 0.06224611708482676, "loss": 0.3759, "step": 8180 }, { "epoch": 132.0, "eval_acc": 0.85, "eval_class_acc": [ 0.8928571428571429, 0.9333333333333333, 0.45454545454545453, 0.8928571428571429, 0.7037037037037037, 0.8214285714285714, 0.6666666666666666, 0.7083333333333334, 0.5517241379310345, 0.9615384615384616, 0.8125, 0.9230769230769231, 0.7878787878787878, 0.9310344827586207, 0.6923076923076923, 0.8928571428571429, 0.84375, 0.9722222222222222, 0.9354838709677419, 0.9666666666666667, 0.9696969696969697, 0.9166666666666666, 0.8214285714285714, 1.0, 0.7857142857142857, 0.9666666666666667, 0.9736842105263158, 0.9142857142857143 ], "eval_loss": 0.8967579007148743, "eval_video_acc": 0.85, "step": 8184 }, { "epoch": 132.1, "learning_rate": 0.06218637992831542, "loss": 0.3066, "step": 8190 }, { "epoch": 132.26, "learning_rate": 0.06212664277180407, "loss": 0.2205, "step": 8200 }, { "epoch": 132.42, "learning_rate": 0.06206690561529271, "loss": 0.1024, "step": 8210 }, { "epoch": 132.58, "learning_rate": 0.06200716845878136, "loss": 0.1321, "step": 8220 }, { "epoch": 132.74, "learning_rate": 0.06194743130227002, "loss": 0.1472, "step": 8230 }, { "epoch": 132.9, "learning_rate": 0.06188769414575867, "loss": 0.1212, "step": 8240 }, { "epoch": 133.0, "eval_acc": 0.8178571428571428, "eval_class_acc": [ 0.8214285714285714, 0.7666666666666667, 0.6363636363636364, 0.75, 0.7037037037037037, 0.7857142857142857, 0.3333333333333333, 0.875, 0.4482758620689655, 1.0, 0.75, 0.6153846153846154, 0.9696969696969697, 0.5862068965517241, 0.9230769230769231, 0.6785714285714286, 0.6875, 0.8888888888888888, 0.8064516129032258, 1.0, 1.0, 1.0, 0.9285714285714286, 1.0, 0.8928571428571429, 1.0, 0.8947368421052632, 1.0 ], "eval_loss": 1.2384843826293945, "eval_video_acc": 0.8178571428571428, "step": 8246 }, { "epoch": 133.06, "learning_rate": 0.06182795698924731, "loss": 0.2797, "step": 8250 }, { "epoch": 133.23, "learning_rate": 0.06176821983273596, "loss": 0.1908, "step": 8260 }, { "epoch": 133.39, "learning_rate": 0.06170848267622461, "loss": 0.1669, "step": 8270 }, { "epoch": 133.55, "learning_rate": 0.06164874551971327, "loss": 0.1022, "step": 8280 }, { "epoch": 133.71, "learning_rate": 0.061589008363201914, "loss": 0.1564, "step": 8290 }, { "epoch": 133.87, "learning_rate": 0.061529271206690564, "loss": 0.1859, "step": 8300 }, { "epoch": 134.0, "eval_acc": 0.8547619047619047, "eval_class_acc": [ 0.8928571428571429, 0.9333333333333333, 0.7272727272727273, 0.8928571428571429, 0.5925925925925926, 0.8214285714285714, 0.7777777777777778, 0.75, 0.5172413793103449, 0.9230769230769231, 0.8125, 0.8461538461538461, 0.9393939393939394, 0.5517241379310345, 0.8461538461538461, 0.8928571428571429, 0.71875, 0.8888888888888888, 0.8709677419354839, 0.9333333333333333, 0.9696969696969697, 1.0, 0.9642857142857143, 1.0, 0.8928571428571429, 1.0, 0.868421052631579, 1.0 ], "eval_loss": 0.8862946629524231, "eval_video_acc": 0.8547619047619047, "step": 8308 }, { "epoch": 134.03, "learning_rate": 0.061469534050179214, "loss": 0.1063, "step": 8310 }, { "epoch": 134.19, "learning_rate": 0.06140979689366786, "loss": 0.0801, "step": 8320 }, { "epoch": 134.35, "learning_rate": 0.061350059737156515, "loss": 0.21, "step": 8330 }, { "epoch": 134.52, "learning_rate": 0.061290322580645165, "loss": 0.1765, "step": 8340 }, { "epoch": 134.68, "learning_rate": 0.061230585424133815, "loss": 0.2431, "step": 8350 }, { "epoch": 134.84, "learning_rate": 0.06117084826762246, "loss": 0.2944, "step": 8360 }, { "epoch": 135.0, "learning_rate": 0.061111111111111116, "loss": 0.1451, "step": 8370 }, { "epoch": 135.0, "eval_acc": 0.844047619047619, "eval_class_acc": [ 0.8571428571428571, 0.7333333333333333, 0.9393939393939394, 0.8571428571428571, 0.7777777777777778, 0.8571428571428571, 0.5925925925925926, 0.75, 0.9655172413793104, 0.8846153846153846, 0.75, 0.7307692307692307, 0.3333333333333333, 1.0, 0.8461538461538461, 0.8571428571428571, 0.875, 0.9166666666666666, 0.7741935483870968, 0.7333333333333333, 0.9090909090909091, 1.0, 0.9642857142857143, 1.0, 0.7857142857142857, 1.0, 0.9210526315789473, 0.9428571428571428 ], "eval_loss": 0.9768710732460022, "eval_video_acc": 0.844047619047619, "step": 8370 }, { "epoch": 135.16, "learning_rate": 0.061051373954599766, "loss": 0.2746, "step": 8380 }, { "epoch": 135.32, "learning_rate": 0.06099163679808842, "loss": 0.1283, "step": 8390 }, { "epoch": 135.48, "learning_rate": 0.06093189964157706, "loss": 0.1764, "step": 8400 }, { "epoch": 135.65, "learning_rate": 0.06087216248506571, "loss": 0.162, "step": 8410 }, { "epoch": 135.81, "learning_rate": 0.06081242532855437, "loss": 0.178, "step": 8420 }, { "epoch": 135.97, "learning_rate": 0.06075268817204302, "loss": 0.2509, "step": 8430 }, { "epoch": 136.0, "eval_acc": 0.844047619047619, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.9393939393939394, 0.8571428571428571, 0.8888888888888888, 0.7857142857142857, 0.5185185185185185, 0.8333333333333334, 0.27586206896551724, 1.0, 0.90625, 0.6538461538461539, 0.9696969696969697, 0.5172413793103449, 0.7692307692307693, 0.8928571428571429, 0.78125, 0.9722222222222222, 0.7741935483870968, 0.7666666666666667, 0.9696969696969697, 0.9444444444444444, 1.0, 0.9310344827586207, 0.8571428571428571, 1.0, 0.8157894736842105, 0.9714285714285714 ], "eval_loss": 0.954787015914917, "eval_video_acc": 0.844047619047619, "step": 8432 }, { "epoch": 136.13, "learning_rate": 0.06069295101553166, "loss": 0.1723, "step": 8440 }, { "epoch": 136.29, "learning_rate": 0.06063321385902031, "loss": 0.1193, "step": 8450 }, { "epoch": 136.45, "learning_rate": 0.06057347670250897, "loss": 0.2267, "step": 8460 }, { "epoch": 136.61, "learning_rate": 0.06051373954599762, "loss": 0.1469, "step": 8470 }, { "epoch": 136.77, "learning_rate": 0.06045400238948626, "loss": 0.1711, "step": 8480 }, { "epoch": 136.94, "learning_rate": 0.06039426523297491, "loss": 0.13, "step": 8490 }, { "epoch": 137.0, "eval_acc": 0.8238095238095238, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.6666666666666666, 0.9285714285714286, 0.7407407407407407, 0.75, 0.5555555555555556, 0.8333333333333334, 0.3448275862068966, 0.9615384615384616, 0.75, 0.8846153846153846, 0.36363636363636365, 1.0, 0.6538461538461539, 0.9642857142857143, 0.75, 0.7777777777777778, 0.9032258064516129, 0.9, 0.9393939393939394, 0.9722222222222222, 0.8928571428571429, 1.0, 0.8214285714285714, 1.0, 0.8947368421052632, 0.9142857142857143 ], "eval_loss": 1.0948758125305176, "eval_video_acc": 0.8238095238095238, "step": 8494 }, { "epoch": 137.1, "learning_rate": 0.060334528076463556, "loss": 0.1327, "step": 8500 }, { "epoch": 137.26, "learning_rate": 0.06027479091995222, "loss": 0.2044, "step": 8510 }, { "epoch": 137.42, "learning_rate": 0.060215053763440864, "loss": 0.192, "step": 8520 }, { "epoch": 137.58, "learning_rate": 0.060155316606929514, "loss": 0.2173, "step": 8530 }, { "epoch": 137.74, "learning_rate": 0.06009557945041816, "loss": 0.2377, "step": 8540 }, { "epoch": 137.9, "learning_rate": 0.06003584229390681, "loss": 0.1574, "step": 8550 }, { "epoch": 138.0, "eval_acc": 0.8535714285714285, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.5757575757575758, 0.8571428571428571, 0.6296296296296297, 0.7857142857142857, 0.8148148148148148, 0.7083333333333334, 0.6896551724137931, 0.9230769230769231, 0.71875, 0.7692307692307693, 0.5454545454545454, 1.0, 0.9615384615384616, 0.8928571428571429, 0.59375, 0.9166666666666666, 0.9032258064516129, 0.9333333333333333, 0.9393939393939394, 1.0, 1.0, 1.0, 1.0, 0.9666666666666667, 0.9210526315789473, 0.9428571428571428 ], "eval_loss": 0.86716228723526, "eval_video_acc": 0.8535714285714285, "step": 8556 }, { "epoch": 138.06, "learning_rate": 0.059976105137395465, "loss": 0.2347, "step": 8560 }, { "epoch": 138.23, "learning_rate": 0.059916367980884115, "loss": 0.1125, "step": 8570 }, { "epoch": 138.39, "learning_rate": 0.05985663082437276, "loss": 0.2127, "step": 8580 }, { "epoch": 138.55, "learning_rate": 0.05979689366786141, "loss": 0.1838, "step": 8590 }, { "epoch": 138.71, "learning_rate": 0.059737156511350066, "loss": 0.2357, "step": 8600 }, { "epoch": 138.87, "learning_rate": 0.059677419354838716, "loss": 0.2174, "step": 8610 }, { "epoch": 139.0, "eval_acc": 0.8428571428571429, "eval_class_acc": [ 0.8928571428571429, 0.9333333333333333, 0.8484848484848485, 0.7857142857142857, 0.7777777777777778, 0.8214285714285714, 0.5185185185185185, 0.6666666666666666, 0.41379310344827586, 1.0, 0.65625, 0.9230769230769231, 0.8787878787878788, 0.8620689655172413, 0.8076923076923077, 0.9642857142857143, 0.46875, 0.8333333333333334, 0.9354838709677419, 0.9, 0.9393939393939394, 1.0, 1.0, 1.0, 0.9285714285714286, 1.0, 0.8421052631578947, 0.9428571428571428 ], "eval_loss": 0.9824824333190918, "eval_video_acc": 0.8428571428571429, "step": 8618 }, { "epoch": 139.03, "learning_rate": 0.05961768219832736, "loss": 0.1258, "step": 8620 }, { "epoch": 139.19, "learning_rate": 0.05955794504181601, "loss": 0.1865, "step": 8630 }, { "epoch": 139.35, "learning_rate": 0.05949820788530466, "loss": 0.1587, "step": 8640 }, { "epoch": 139.52, "learning_rate": 0.05943847072879332, "loss": 0.1893, "step": 8650 }, { "epoch": 139.68, "learning_rate": 0.05937873357228196, "loss": 0.2204, "step": 8660 }, { "epoch": 139.84, "learning_rate": 0.05931899641577061, "loss": 0.1141, "step": 8670 }, { "epoch": 140.0, "learning_rate": 0.05925925925925926, "loss": 0.2317, "step": 8680 }, { "epoch": 140.0, "eval_acc": 0.8380952380952381, "eval_class_acc": [ 0.9285714285714286, 0.8333333333333334, 0.7272727272727273, 0.8928571428571429, 0.7037037037037037, 0.8571428571428571, 0.7407407407407407, 0.75, 0.6551724137931034, 0.8076923076923077, 0.90625, 0.7692307692307693, 0.8484848484848485, 0.8620689655172413, 1.0, 0.8571428571428571, 0.375, 0.8611111111111112, 0.9354838709677419, 0.8333333333333334, 0.7272727272727273, 1.0, 1.0, 1.0, 0.75, 1.0, 0.8947368421052632, 0.9142857142857143 ], "eval_loss": 0.8408961296081543, "eval_video_acc": 0.8380952380952381, "step": 8680 }, { "epoch": 140.16, "learning_rate": 0.05919952210274792, "loss": 0.1092, "step": 8690 }, { "epoch": 140.32, "learning_rate": 0.05913978494623656, "loss": 0.1584, "step": 8700 }, { "epoch": 140.48, "learning_rate": 0.05908004778972521, "loss": 0.129, "step": 8710 }, { "epoch": 140.65, "learning_rate": 0.05902031063321386, "loss": 0.0804, "step": 8720 }, { "epoch": 140.81, "learning_rate": 0.058960573476702506, "loss": 0.3368, "step": 8730 }, { "epoch": 140.97, "learning_rate": 0.05890083632019116, "loss": 0.1604, "step": 8740 }, { "epoch": 141.0, "eval_acc": 0.8202380952380952, "eval_class_acc": [ 0.9285714285714286, 0.9, 0.6060606060606061, 0.8571428571428571, 0.7777777777777778, 0.9285714285714286, 0.48148148148148145, 0.75, 0.27586206896551724, 1.0, 0.71875, 0.6923076923076923, 0.5454545454545454, 1.0, 0.8846153846153846, 0.75, 0.875, 0.8333333333333334, 0.8387096774193549, 0.8666666666666667, 0.8484848484848485, 0.9722222222222222, 0.9642857142857143, 1.0, 0.7857142857142857, 1.0, 0.868421052631579, 0.9714285714285714 ], "eval_loss": 1.1809136867523193, "eval_video_acc": 0.8202380952380952, "step": 8742 }, { "epoch": 141.13, "learning_rate": 0.058841099163679814, "loss": 0.1082, "step": 8750 }, { "epoch": 141.29, "learning_rate": 0.058781362007168464, "loss": 0.0798, "step": 8760 }, { "epoch": 141.45, "learning_rate": 0.05872162485065711, "loss": 0.1565, "step": 8770 }, { "epoch": 141.61, "learning_rate": 0.05866188769414576, "loss": 0.1438, "step": 8780 }, { "epoch": 141.77, "learning_rate": 0.058602150537634415, "loss": 0.1514, "step": 8790 }, { "epoch": 141.94, "learning_rate": 0.058542413381123065, "loss": 0.0822, "step": 8800 }, { "epoch": 142.0, "eval_acc": 0.8178571428571428, "eval_class_acc": [ 0.9285714285714286, 0.8666666666666667, 0.48484848484848486, 0.8214285714285714, 0.7037037037037037, 0.75, 0.5925925925925926, 0.8333333333333334, 0.4482758620689655, 0.9615384615384616, 0.78125, 0.7692307692307693, 0.3333333333333333, 1.0, 0.5769230769230769, 1.0, 0.9375, 0.9444444444444444, 0.8064516129032258, 0.9, 0.9090909090909091, 0.8888888888888888, 1.0, 1.0, 0.9285714285714286, 1.0, 0.8157894736842105, 0.9142857142857143 ], "eval_loss": 1.1047133207321167, "eval_video_acc": 0.8178571428571428, "step": 8804 }, { "epoch": 142.1, "learning_rate": 0.05848267622461171, "loss": 0.1567, "step": 8810 }, { "epoch": 142.26, "learning_rate": 0.05842293906810036, "loss": 0.1457, "step": 8820 }, { "epoch": 142.42, "learning_rate": 0.058363201911589016, "loss": 0.1772, "step": 8830 }, { "epoch": 142.58, "learning_rate": 0.058303464755077666, "loss": 0.0864, "step": 8840 }, { "epoch": 142.74, "learning_rate": 0.05824372759856631, "loss": 0.0985, "step": 8850 }, { "epoch": 142.9, "learning_rate": 0.05818399044205496, "loss": 0.1426, "step": 8860 }, { "epoch": 143.0, "eval_acc": 0.8297619047619048, "eval_class_acc": [ 0.8571428571428571, 0.9333333333333333, 0.6363636363636364, 0.8928571428571429, 0.7777777777777778, 0.9285714285714286, 0.37037037037037035, 0.75, 0.3448275862068966, 1.0, 0.90625, 0.7307692307692307, 0.9090909090909091, 0.7586206896551724, 0.7307692307692307, 0.8928571428571429, 0.59375, 0.8333333333333334, 0.8387096774193549, 0.8, 0.9393939393939394, 1.0, 0.9642857142857143, 1.0, 0.9285714285714286, 0.9666666666666667, 0.8421052631578947, 1.0 ], "eval_loss": 1.081972360610962, "eval_video_acc": 0.8297619047619048, "step": 8866 }, { "epoch": 143.06, "learning_rate": 0.0581242532855436, "loss": 0.225, "step": 8870 }, { "epoch": 143.23, "learning_rate": 0.05806451612903227, "loss": 0.0234, "step": 8880 }, { "epoch": 143.39, "learning_rate": 0.05800477897252091, "loss": 0.109, "step": 8890 }, { "epoch": 143.55, "learning_rate": 0.05794504181600956, "loss": 0.1183, "step": 8900 }, { "epoch": 143.71, "learning_rate": 0.057885304659498205, "loss": 0.0983, "step": 8910 }, { "epoch": 143.87, "learning_rate": 0.05782556750298687, "loss": 0.1897, "step": 8920 }, { "epoch": 144.0, "eval_acc": 0.8071428571428572, "eval_class_acc": [ 0.8571428571428571, 0.9333333333333333, 0.5151515151515151, 0.9642857142857143, 0.7037037037037037, 0.6785714285714286, 0.5185185185185185, 0.7916666666666666, 0.4482758620689655, 1.0, 0.625, 0.8461538461538461, 0.696969696969697, 1.0, 0.6153846153846154, 1.0, 0.59375, 0.9722222222222222, 0.9032258064516129, 0.7666666666666667, 0.8181818181818182, 0.9444444444444444, 0.8214285714285714, 1.0, 0.7142857142857143, 1.0, 0.8157894736842105, 1.0 ], "eval_loss": 1.2106163501739502, "eval_video_acc": 0.8071428571428572, "step": 8928 }, { "epoch": 144.03, "learning_rate": 0.05776583034647551, "loss": 0.1632, "step": 8930 }, { "epoch": 144.19, "learning_rate": 0.05770609318996416, "loss": 0.1416, "step": 8940 }, { "epoch": 144.35, "learning_rate": 0.057646356033452806, "loss": 0.0766, "step": 8950 }, { "epoch": 144.52, "learning_rate": 0.057586618876941456, "loss": 0.1134, "step": 8960 }, { "epoch": 144.68, "learning_rate": 0.05752688172043011, "loss": 0.1677, "step": 8970 }, { "epoch": 144.84, "learning_rate": 0.057467144563918764, "loss": 0.3079, "step": 8980 }, { "epoch": 145.0, "learning_rate": 0.05740740740740741, "loss": 0.2142, "step": 8990 }, { "epoch": 145.0, "eval_acc": 0.8464285714285714, "eval_class_acc": [ 1.0, 0.9666666666666667, 0.6363636363636364, 0.8571428571428571, 0.8148148148148148, 0.6785714285714286, 0.6296296296296297, 0.5416666666666666, 0.6206896551724138, 0.9615384615384616, 0.75, 0.7692307692307693, 1.0, 0.6896551724137931, 0.9230769230769231, 0.9285714285714286, 0.75, 0.9444444444444444, 0.8709677419354839, 0.8333333333333334, 0.7575757575757576, 0.9722222222222222, 0.9642857142857143, 1.0, 0.8928571428571429, 1.0, 0.9473684210526315, 0.8857142857142857 ], "eval_loss": 0.8097168207168579, "eval_video_acc": 0.8464285714285714, "step": 8990 }, { "epoch": 145.16, "learning_rate": 0.05734767025089606, "loss": 0.0544, "step": 9000 }, { "epoch": 145.32, "learning_rate": 0.05728793309438471, "loss": 0.1185, "step": 9010 }, { "epoch": 145.48, "learning_rate": 0.057228195937873365, "loss": 0.189, "step": 9020 }, { "epoch": 145.65, "learning_rate": 0.05716845878136201, "loss": 0.1464, "step": 9030 }, { "epoch": 145.81, "learning_rate": 0.05710872162485066, "loss": 0.2861, "step": 9040 }, { "epoch": 145.97, "learning_rate": 0.05704898446833931, "loss": 0.0728, "step": 9050 }, { "epoch": 146.0, "eval_acc": 0.8714285714285714, "eval_class_acc": [ 1.0, 0.9666666666666667, 0.36363636363636365, 0.8571428571428571, 0.8148148148148148, 0.7142857142857143, 0.7037037037037037, 0.7916666666666666, 0.7931034482758621, 0.9615384615384616, 0.8125, 0.8461538461538461, 0.9393939393939394, 0.7931034482758621, 0.9615384615384616, 0.9642857142857143, 0.78125, 0.9166666666666666, 0.9354838709677419, 0.7666666666666667, 0.9090909090909091, 0.9722222222222222, 1.0, 0.9655172413793104, 0.9642857142857143, 1.0, 1.0, 0.8857142857142857 ], "eval_loss": 0.8151645064353943, "eval_video_acc": 0.8714285714285714, "step": 9052 }, { "epoch": 146.13, "learning_rate": 0.056989247311827966, "loss": 0.1569, "step": 9060 }, { "epoch": 146.29, "learning_rate": 0.05692951015531661, "loss": 0.1848, "step": 9070 }, { "epoch": 146.45, "learning_rate": 0.05686977299880526, "loss": 0.2708, "step": 9080 }, { "epoch": 146.61, "learning_rate": 0.05681003584229391, "loss": 0.1751, "step": 9090 }, { "epoch": 146.77, "learning_rate": 0.05675029868578255, "loss": 0.1154, "step": 9100 }, { "epoch": 146.94, "learning_rate": 0.05669056152927121, "loss": 0.115, "step": 9110 }, { "epoch": 147.0, "eval_acc": 0.8488095238095238, "eval_class_acc": [ 0.9642857142857143, 0.7333333333333333, 0.696969696969697, 0.75, 0.7037037037037037, 0.8571428571428571, 0.6666666666666666, 0.5833333333333334, 0.6896551724137931, 0.8461538461538461, 0.84375, 0.5769230769230769, 0.8787878787878788, 0.7586206896551724, 0.9230769230769231, 0.9285714285714286, 0.84375, 0.9722222222222222, 0.8709677419354839, 0.8666666666666667, 0.9696969696969697, 1.0, 1.0, 1.0, 0.9642857142857143, 0.9333333333333333, 0.9736842105263158, 0.8 ], "eval_loss": 0.8589664697647095, "eval_video_acc": 0.8488095238095238, "step": 9114 }, { "epoch": 147.1, "learning_rate": 0.05663082437275986, "loss": 0.3144, "step": 9120 }, { "epoch": 147.26, "learning_rate": 0.05657108721624851, "loss": 0.1483, "step": 9130 }, { "epoch": 147.42, "learning_rate": 0.056511350059737155, "loss": 0.1026, "step": 9140 }, { "epoch": 147.58, "learning_rate": 0.05645161290322581, "loss": 0.1344, "step": 9150 }, { "epoch": 147.74, "learning_rate": 0.05639187574671446, "loss": 0.1413, "step": 9160 }, { "epoch": 147.9, "learning_rate": 0.05633213859020311, "loss": 0.3568, "step": 9170 }, { "epoch": 148.0, "eval_acc": 0.8678571428571429, "eval_class_acc": [ 0.9642857142857143, 0.9666666666666667, 0.8181818181818182, 0.75, 0.6666666666666666, 0.8928571428571429, 0.6296296296296297, 0.7083333333333334, 0.5862068965517241, 1.0, 0.84375, 0.8846153846153846, 0.9090909090909091, 0.6206896551724138, 1.0, 0.8571428571428571, 0.84375, 0.8611111111111112, 0.9032258064516129, 0.8, 0.8484848484848485, 1.0, 1.0, 0.9655172413793104, 0.9642857142857143, 1.0, 0.9473684210526315, 0.9714285714285714 ], "eval_loss": 0.741243302822113, "eval_video_acc": 0.8678571428571429, "step": 9176 }, { "epoch": 148.06, "learning_rate": 0.056272401433691756, "loss": 0.0845, "step": 9180 }, { "epoch": 148.23, "learning_rate": 0.056212664277180406, "loss": 0.108, "step": 9190 }, { "epoch": 148.39, "learning_rate": 0.05615292712066906, "loss": 0.0632, "step": 9200 }, { "epoch": 148.55, "learning_rate": 0.056093189964157714, "loss": 0.1532, "step": 9210 }, { "epoch": 148.71, "learning_rate": 0.05603345280764636, "loss": 0.2312, "step": 9220 }, { "epoch": 148.87, "learning_rate": 0.05597371565113501, "loss": 0.0897, "step": 9230 }, { "epoch": 149.0, "eval_acc": 0.8654761904761905, "eval_class_acc": [ 0.8928571428571429, 0.9666666666666667, 0.7575757575757576, 0.7857142857142857, 0.8148148148148148, 0.9285714285714286, 0.5555555555555556, 0.6666666666666666, 0.7241379310344828, 1.0, 0.9375, 0.8461538461538461, 0.8484848484848485, 0.8275862068965517, 1.0, 0.9285714285714286, 0.75, 0.8611111111111112, 0.6129032258064516, 0.8, 0.9393939393939394, 1.0, 0.9642857142857143, 1.0, 0.7857142857142857, 1.0, 0.9473684210526315, 1.0 ], "eval_loss": 0.7483672499656677, "eval_video_acc": 0.8654761904761905, "step": 9238 }, { "epoch": 149.03, "learning_rate": 0.05591397849462365, "loss": 0.0839, "step": 9240 }, { "epoch": 149.19, "learning_rate": 0.055854241338112315, "loss": 0.1191, "step": 9250 }, { "epoch": 149.35, "learning_rate": 0.05579450418160096, "loss": 0.0723, "step": 9260 }, { "epoch": 149.52, "learning_rate": 0.05573476702508961, "loss": 0.0933, "step": 9270 }, { "epoch": 149.68, "learning_rate": 0.05567502986857825, "loss": 0.0751, "step": 9280 }, { "epoch": 149.84, "learning_rate": 0.055615292712066916, "loss": 0.1227, "step": 9290 }, { "epoch": 150.0, "learning_rate": 0.05555555555555556, "loss": 0.15, "step": 9300 }, { "epoch": 150.0, "eval_acc": 0.8535714285714285, "eval_class_acc": [ 0.8571428571428571, 0.9666666666666667, 0.7878787878787878, 0.9285714285714286, 0.6296296296296297, 0.8214285714285714, 0.5555555555555556, 0.5833333333333334, 0.8275862068965517, 0.9615384615384616, 0.78125, 0.9615384615384616, 0.9393939393939394, 0.7241379310344828, 0.9230769230769231, 0.8214285714285714, 0.8125, 0.8055555555555556, 0.9032258064516129, 0.7666666666666667, 0.9090909090909091, 0.9722222222222222, 0.8928571428571429, 1.0, 0.9642857142857143, 1.0, 0.9473684210526315, 0.7714285714285715 ], "eval_loss": 1.0022410154342651, "eval_video_acc": 0.8535714285714285, "step": 9300 }, { "epoch": 150.16, "learning_rate": 0.05549581839904421, "loss": 0.1774, "step": 9310 }, { "epoch": 150.32, "learning_rate": 0.05543608124253285, "loss": 0.0922, "step": 9320 }, { "epoch": 150.48, "learning_rate": 0.0553763440860215, "loss": 0.1784, "step": 9330 }, { "epoch": 150.65, "learning_rate": 0.05531660692951016, "loss": 0.1225, "step": 9340 }, { "epoch": 150.81, "learning_rate": 0.05525686977299881, "loss": 0.0659, "step": 9350 }, { "epoch": 150.97, "learning_rate": 0.055197132616487454, "loss": 0.0643, "step": 9360 }, { "epoch": 151.0, "eval_acc": 0.8595238095238096, "eval_class_acc": [ 0.9642857142857143, 0.8666666666666667, 0.7575757575757576, 0.75, 0.9259259259259259, 0.8571428571428571, 0.4444444444444444, 0.75, 0.4827586206896552, 1.0, 0.6875, 0.9615384615384616, 0.7272727272727273, 0.8275862068965517, 0.9615384615384616, 0.9285714285714286, 0.9375, 0.9444444444444444, 0.9354838709677419, 0.8666666666666667, 0.9090909090909091, 1.0, 1.0, 0.9655172413793104, 0.8214285714285714, 1.0, 0.868421052631579, 0.8857142857142857 ], "eval_loss": 0.8774998784065247, "eval_video_acc": 0.8595238095238096, "step": 9362 }, { "epoch": 151.13, "learning_rate": 0.055137395459976105, "loss": 0.1858, "step": 9370 }, { "epoch": 151.29, "learning_rate": 0.05507765830346476, "loss": 0.1514, "step": 9380 }, { "epoch": 151.45, "learning_rate": 0.05501792114695341, "loss": 0.0564, "step": 9390 }, { "epoch": 151.61, "learning_rate": 0.054958183990442055, "loss": 0.1032, "step": 9400 }, { "epoch": 151.77, "learning_rate": 0.054898446833930706, "loss": 0.0946, "step": 9410 }, { "epoch": 151.94, "learning_rate": 0.054838709677419356, "loss": 0.1457, "step": 9420 }, { "epoch": 152.0, "eval_acc": 0.8547619047619047, "eval_class_acc": [ 0.8571428571428571, 0.9666666666666667, 0.6666666666666666, 0.9642857142857143, 0.7037037037037037, 0.8214285714285714, 0.6296296296296297, 0.7083333333333334, 0.7586206896551724, 0.9230769230769231, 0.78125, 0.8461538461538461, 0.8181818181818182, 0.8620689655172413, 0.6923076923076923, 0.9285714285714286, 0.9375, 0.8611111111111112, 0.9032258064516129, 0.6, 0.9393939393939394, 0.9444444444444444, 0.9642857142857143, 1.0, 0.9285714285714286, 1.0, 0.9736842105263158, 0.8571428571428571 ], "eval_loss": 0.7756636142730713, "eval_video_acc": 0.8547619047619047, "step": 9424 }, { "epoch": 152.1, "learning_rate": 0.05477897252090801, "loss": 0.0447, "step": 9430 }, { "epoch": 152.26, "learning_rate": 0.05471923536439666, "loss": 0.1078, "step": 9440 }, { "epoch": 152.42, "learning_rate": 0.05465949820788531, "loss": 0.0431, "step": 9450 }, { "epoch": 152.58, "learning_rate": 0.05459976105137396, "loss": 0.128, "step": 9460 }, { "epoch": 152.74, "learning_rate": 0.0545400238948626, "loss": 0.1728, "step": 9470 }, { "epoch": 152.9, "learning_rate": 0.05448028673835126, "loss": 0.1675, "step": 9480 }, { "epoch": 153.0, "eval_acc": 0.8535714285714285, "eval_class_acc": [ 0.9642857142857143, 0.9666666666666667, 0.6666666666666666, 0.9285714285714286, 0.7777777777777778, 0.8928571428571429, 0.6296296296296297, 0.7916666666666666, 0.4827586206896552, 1.0, 0.6875, 0.8461538461538461, 0.5454545454545454, 0.9310344827586207, 0.9615384615384616, 1.0, 0.75, 0.8333333333333334, 0.8709677419354839, 0.8, 0.9090909090909091, 0.9166666666666666, 0.9642857142857143, 1.0, 0.8928571428571429, 1.0, 1.0, 0.9142857142857143 ], "eval_loss": 0.7855722904205322, "eval_video_acc": 0.8535714285714285, "step": 9486 }, { "epoch": 153.06, "learning_rate": 0.05442054958183991, "loss": 0.1114, "step": 9490 }, { "epoch": 153.23, "learning_rate": 0.05436081242532856, "loss": 0.1013, "step": 9500 }, { "epoch": 153.39, "learning_rate": 0.0543010752688172, "loss": 0.0502, "step": 9510 }, { "epoch": 153.55, "learning_rate": 0.05424133811230586, "loss": 0.0539, "step": 9520 }, { "epoch": 153.71, "learning_rate": 0.05418160095579451, "loss": 0.0356, "step": 9530 }, { "epoch": 153.87, "learning_rate": 0.05412186379928316, "loss": 0.0969, "step": 9540 }, { "epoch": 154.0, "eval_acc": 0.8345238095238096, "eval_class_acc": [ 0.8214285714285714, 0.9666666666666667, 0.7575757575757576, 0.8571428571428571, 0.5925925925925926, 0.9285714285714286, 0.4074074074074074, 0.625, 0.3448275862068966, 1.0, 0.71875, 0.9615384615384616, 0.696969696969697, 0.9310344827586207, 0.9230769230769231, 0.9642857142857143, 0.75, 0.8333333333333334, 0.9032258064516129, 0.9, 0.7878787878787878, 1.0, 1.0, 1.0, 0.8571428571428571, 0.9333333333333333, 0.868421052631579, 0.9714285714285714 ], "eval_loss": 1.1081900596618652, "eval_video_acc": 0.8345238095238096, "step": 9548 }, { "epoch": 154.03, "learning_rate": 0.0540621266427718, "loss": 0.0842, "step": 9550 }, { "epoch": 154.19, "learning_rate": 0.05400238948626045, "loss": 0.0467, "step": 9560 }, { "epoch": 154.35, "learning_rate": 0.05394265232974911, "loss": 0.0706, "step": 9570 }, { "epoch": 154.52, "learning_rate": 0.05388291517323776, "loss": 0.0963, "step": 9580 }, { "epoch": 154.68, "learning_rate": 0.053823178016726404, "loss": 0.1567, "step": 9590 }, { "epoch": 154.84, "learning_rate": 0.053763440860215055, "loss": 0.1148, "step": 9600 }, { "epoch": 155.0, "learning_rate": 0.05370370370370371, "loss": 0.1356, "step": 9610 }, { "epoch": 155.0, "eval_acc": 0.8785714285714286, "eval_class_acc": [ 1.0, 0.7666666666666667, 0.7878787878787878, 0.8928571428571429, 0.7777777777777778, 0.7857142857142857, 0.5925925925925926, 0.7916666666666666, 0.7931034482758621, 0.9615384615384616, 0.8125, 0.8461538461538461, 0.8484848484848485, 0.9310344827586207, 0.8846153846153846, 0.8214285714285714, 0.8125, 0.8333333333333334, 0.9354838709677419, 0.8, 0.9696969696969697, 1.0, 1.0, 0.9655172413793104, 0.9642857142857143, 1.0, 1.0, 0.9428571428571428 ], "eval_loss": 0.7211965918540955, "eval_video_acc": 0.8785714285714286, "step": 9610 }, { "epoch": 155.16, "learning_rate": 0.05364396654719236, "loss": 0.1254, "step": 9620 }, { "epoch": 155.32, "learning_rate": 0.053584229390681005, "loss": 0.1179, "step": 9630 }, { "epoch": 155.48, "learning_rate": 0.053524492234169656, "loss": 0.0454, "step": 9640 }, { "epoch": 155.65, "learning_rate": 0.0534647550776583, "loss": 0.1394, "step": 9650 }, { "epoch": 155.81, "learning_rate": 0.05340501792114696, "loss": 0.0688, "step": 9660 }, { "epoch": 155.97, "learning_rate": 0.05334528076463561, "loss": 0.1582, "step": 9670 }, { "epoch": 156.0, "eval_acc": 0.8857142857142857, "eval_class_acc": [ 0.8928571428571429, 0.9333333333333333, 0.9090909090909091, 0.75, 0.7407407407407407, 0.8214285714285714, 0.5925925925925926, 0.7916666666666666, 0.6896551724137931, 0.9615384615384616, 0.75, 0.8461538461538461, 0.9090909090909091, 0.8620689655172413, 0.8846153846153846, 0.8928571428571429, 0.90625, 0.9722222222222222, 0.8387096774193549, 0.9333333333333333, 0.9393939393939394, 1.0, 0.9642857142857143, 1.0, 0.8928571428571429, 0.9666666666666667, 1.0, 1.0 ], "eval_loss": 0.6650500893592834, "eval_video_acc": 0.8857142857142857, "step": 9672 }, { "epoch": 156.13, "learning_rate": 0.05328554360812426, "loss": 0.0555, "step": 9680 }, { "epoch": 156.29, "learning_rate": 0.0532258064516129, "loss": 0.0689, "step": 9690 }, { "epoch": 156.45, "learning_rate": 0.05316606929510155, "loss": 0.1257, "step": 9700 }, { "epoch": 156.61, "learning_rate": 0.05310633213859021, "loss": 0.1097, "step": 9710 }, { "epoch": 156.77, "learning_rate": 0.05304659498207886, "loss": 0.1111, "step": 9720 }, { "epoch": 156.94, "learning_rate": 0.0529868578255675, "loss": 0.127, "step": 9730 }, { "epoch": 157.0, "eval_acc": 0.8595238095238096, "eval_class_acc": [ 0.9642857142857143, 0.8666666666666667, 0.6666666666666666, 0.9285714285714286, 0.5925925925925926, 0.8928571428571429, 0.7777777777777778, 0.7916666666666666, 0.3793103448275862, 1.0, 0.90625, 0.8461538461538461, 0.8484848484848485, 0.9310344827586207, 0.9230769230769231, 0.8571428571428571, 0.6875, 0.7777777777777778, 0.8387096774193549, 0.7333333333333333, 0.9090909090909091, 1.0, 1.0, 1.0, 0.9642857142857143, 0.9666666666666667, 0.9736842105263158, 1.0 ], "eval_loss": 0.9096245765686035, "eval_video_acc": 0.8595238095238096, "step": 9734 }, { "epoch": 157.1, "learning_rate": 0.05292712066905615, "loss": 0.1027, "step": 9740 }, { "epoch": 157.26, "learning_rate": 0.05286738351254481, "loss": 0.1387, "step": 9750 }, { "epoch": 157.42, "learning_rate": 0.05280764635603346, "loss": 0.1055, "step": 9760 }, { "epoch": 157.58, "learning_rate": 0.0527479091995221, "loss": 0.0762, "step": 9770 }, { "epoch": 157.74, "learning_rate": 0.05268817204301075, "loss": 0.0642, "step": 9780 }, { "epoch": 157.9, "learning_rate": 0.0526284348864994, "loss": 0.1149, "step": 9790 }, { "epoch": 158.0, "eval_acc": 0.8452380952380952, "eval_class_acc": [ 0.9285714285714286, 0.9, 0.9393939393939394, 0.8928571428571429, 0.7037037037037037, 0.8928571428571429, 0.6296296296296297, 0.75, 0.3448275862068966, 1.0, 0.53125, 0.9230769230769231, 0.7575757575757576, 0.9310344827586207, 0.7692307692307693, 0.9642857142857143, 0.78125, 0.8333333333333334, 0.8709677419354839, 0.8666666666666667, 0.8484848484848485, 0.9444444444444444, 0.9642857142857143, 0.9655172413793104, 0.9285714285714286, 1.0, 0.8421052631578947, 0.9428571428571428 ], "eval_loss": 0.8922142386436462, "eval_video_acc": 0.8452380952380952, "step": 9796 }, { "epoch": 158.06, "learning_rate": 0.05256869772998806, "loss": 0.0358, "step": 9800 }, { "epoch": 158.23, "learning_rate": 0.052508960573476704, "loss": 0.1553, "step": 9810 }, { "epoch": 158.39, "learning_rate": 0.052449223416965354, "loss": 0.1271, "step": 9820 }, { "epoch": 158.55, "learning_rate": 0.052389486260454005, "loss": 0.0484, "step": 9830 }, { "epoch": 158.71, "learning_rate": 0.05232974910394266, "loss": 0.1291, "step": 9840 }, { "epoch": 158.87, "learning_rate": 0.052270011947431305, "loss": 0.1335, "step": 9850 }, { "epoch": 159.0, "eval_acc": 0.8690476190476191, "eval_class_acc": [ 0.8928571428571429, 0.9, 0.6666666666666666, 0.75, 0.8148148148148148, 0.8928571428571429, 0.5925925925925926, 0.75, 0.5862068965517241, 1.0, 0.71875, 0.9230769230769231, 0.8181818181818182, 0.9310344827586207, 0.6538461538461539, 1.0, 0.9375, 0.8055555555555556, 0.9354838709677419, 0.9333333333333333, 0.9393939393939394, 1.0, 0.9642857142857143, 1.0, 0.9642857142857143, 1.0, 0.8947368421052632, 1.0 ], "eval_loss": 1.004357933998108, "eval_video_acc": 0.8690476190476191, "step": 9858 }, { "epoch": 159.03, "learning_rate": 0.052210274790919955, "loss": 0.0936, "step": 9860 }, { "epoch": 159.19, "learning_rate": 0.052150537634408606, "loss": 0.0495, "step": 9870 }, { "epoch": 159.35, "learning_rate": 0.05209080047789725, "loss": 0.0685, "step": 9880 }, { "epoch": 159.52, "learning_rate": 0.052031063321385906, "loss": 0.037, "step": 9890 }, { "epoch": 159.68, "learning_rate": 0.05197132616487456, "loss": 0.0368, "step": 9900 }, { "epoch": 159.84, "learning_rate": 0.05191158900836321, "loss": 0.1213, "step": 9910 }, { "epoch": 160.0, "learning_rate": 0.05185185185185185, "loss": 0.1247, "step": 9920 }, { "epoch": 160.0, "eval_acc": 0.8690476190476191, "eval_class_acc": [ 0.9642857142857143, 0.9, 0.8181818181818182, 0.8571428571428571, 0.7407407407407407, 0.7857142857142857, 0.5185185185185185, 0.7916666666666666, 0.7931034482758621, 0.9615384615384616, 0.8125, 0.8461538461538461, 0.7878787878787878, 0.8275862068965517, 0.9230769230769231, 0.9642857142857143, 0.875, 0.9166666666666666, 0.7741935483870968, 0.7666666666666667, 0.9696969696969697, 0.9166666666666666, 0.9642857142857143, 1.0, 0.8928571428571429, 1.0, 0.8947368421052632, 1.0 ], "eval_loss": 0.7869641184806824, "eval_video_acc": 0.8690476190476191, "step": 9920 }, { "epoch": 160.16, "learning_rate": 0.0517921146953405, "loss": 0.0636, "step": 9930 }, { "epoch": 160.32, "learning_rate": 0.05173237753882916, "loss": 0.0435, "step": 9940 }, { "epoch": 160.48, "learning_rate": 0.05167264038231781, "loss": 0.1412, "step": 9950 }, { "epoch": 160.65, "learning_rate": 0.05161290322580645, "loss": 0.0721, "step": 9960 }, { "epoch": 160.81, "learning_rate": 0.0515531660692951, "loss": 0.1225, "step": 9970 }, { "epoch": 160.97, "learning_rate": 0.05149342891278376, "loss": 0.1056, "step": 9980 }, { "epoch": 161.0, "eval_acc": 0.8511904761904762, "eval_class_acc": [ 0.9642857142857143, 0.9333333333333333, 0.8181818181818182, 0.8571428571428571, 0.7037037037037037, 0.8214285714285714, 0.48148148148148145, 0.6666666666666666, 0.41379310344827586, 1.0, 0.6875, 1.0, 0.8181818181818182, 0.9655172413793104, 0.5384615384615384, 0.8928571428571429, 0.75, 0.9444444444444444, 0.8387096774193549, 0.9333333333333333, 0.9696969696969697, 1.0, 0.9285714285714286, 1.0, 0.8928571428571429, 1.0, 0.868421052631579, 1.0 ], "eval_loss": 0.925590455532074, "eval_video_acc": 0.8511904761904762, "step": 9982 }, { "epoch": 161.13, "learning_rate": 0.05143369175627241, "loss": 0.0816, "step": 9990 }, { "epoch": 161.29, "learning_rate": 0.05137395459976105, "loss": 0.1135, "step": 10000 }, { "epoch": 161.45, "learning_rate": 0.0513142174432497, "loss": 0.0775, "step": 10010 }, { "epoch": 161.61, "learning_rate": 0.051254480286738346, "loss": 0.1715, "step": 10020 }, { "epoch": 161.77, "learning_rate": 0.05119474313022701, "loss": 0.0852, "step": 10030 }, { "epoch": 161.94, "learning_rate": 0.051135005973715654, "loss": 0.0331, "step": 10040 }, { "epoch": 162.0, "eval_acc": 0.8833333333333333, "eval_class_acc": [ 0.8928571428571429, 0.9666666666666667, 0.7575757575757576, 0.8214285714285714, 0.7777777777777778, 0.8214285714285714, 0.8888888888888888, 0.7916666666666666, 0.8275862068965517, 0.9615384615384616, 0.78125, 0.8461538461538461, 0.7272727272727273, 0.9310344827586207, 0.8076923076923077, 0.9642857142857143, 0.9375, 0.9722222222222222, 0.8387096774193549, 0.9333333333333333, 0.9090909090909091, 0.9444444444444444, 0.9285714285714286, 1.0, 0.75, 1.0, 0.8947368421052632, 1.0 ], "eval_loss": 0.6869719624519348, "eval_video_acc": 0.8833333333333333, "step": 10044 }, { "epoch": 162.1, "learning_rate": 0.051075268817204304, "loss": 0.1176, "step": 10050 }, { "epoch": 162.26, "learning_rate": 0.05101553166069295, "loss": 0.0682, "step": 10060 }, { "epoch": 162.42, "learning_rate": 0.05095579450418161, "loss": 0.1816, "step": 10070 }, { "epoch": 162.58, "learning_rate": 0.050896057347670255, "loss": 0.1105, "step": 10080 }, { "epoch": 162.74, "learning_rate": 0.050836320191158905, "loss": 0.1905, "step": 10090 }, { "epoch": 162.9, "learning_rate": 0.05077658303464755, "loss": 0.1006, "step": 10100 }, { "epoch": 163.0, "eval_acc": 0.8511904761904762, "eval_class_acc": [ 0.9642857142857143, 0.8666666666666667, 0.5454545454545454, 0.8571428571428571, 0.6296296296296297, 0.8571428571428571, 0.5925925925925926, 0.8333333333333334, 0.8620689655172413, 0.7692307692307693, 0.6875, 0.8846153846153846, 0.8787878787878788, 0.5862068965517241, 0.9230769230769231, 0.8928571428571429, 0.9375, 0.8611111111111112, 0.8709677419354839, 0.8333333333333334, 0.9696969696969697, 0.9166666666666666, 1.0, 0.9655172413793104, 0.8928571428571429, 1.0, 0.9473684210526315, 0.9428571428571428 ], "eval_loss": 0.8646109700202942, "eval_video_acc": 0.8511904761904762, "step": 10106 }, { "epoch": 163.06, "learning_rate": 0.0507168458781362, "loss": 0.1654, "step": 10110 }, { "epoch": 163.23, "learning_rate": 0.050657108721624856, "loss": 0.0619, "step": 10120 }, { "epoch": 163.39, "learning_rate": 0.05059737156511351, "loss": 0.1241, "step": 10130 }, { "epoch": 163.55, "learning_rate": 0.05053763440860215, "loss": 0.1921, "step": 10140 }, { "epoch": 163.71, "learning_rate": 0.0504778972520908, "loss": 0.1483, "step": 10150 }, { "epoch": 163.87, "learning_rate": 0.05041816009557945, "loss": 0.0882, "step": 10160 }, { "epoch": 164.0, "eval_acc": 0.8809523809523809, "eval_class_acc": [ 0.9642857142857143, 0.9666666666666667, 0.7575757575757576, 0.9642857142857143, 0.7777777777777778, 0.8928571428571429, 0.8518518518518519, 0.7916666666666666, 0.6896551724137931, 1.0, 0.9375, 0.8846153846153846, 0.9696969696969697, 0.8275862068965517, 0.9615384615384616, 0.9642857142857143, 0.6875, 0.8055555555555556, 0.8064516129032258, 0.7, 0.9393939393939394, 0.8611111111111112, 0.9642857142857143, 1.0, 0.8928571428571429, 1.0, 0.9210526315789473, 0.9142857142857143 ], "eval_loss": 0.577971875667572, "eval_video_acc": 0.8809523809523809, "step": 10168 }, { "epoch": 164.03, "learning_rate": 0.05035842293906811, "loss": 0.077, "step": 10170 }, { "epoch": 164.19, "learning_rate": 0.05029868578255675, "loss": 0.0359, "step": 10180 }, { "epoch": 164.35, "learning_rate": 0.0502389486260454, "loss": 0.1405, "step": 10190 }, { "epoch": 164.52, "learning_rate": 0.05017921146953405, "loss": 0.0896, "step": 10200 }, { "epoch": 164.68, "learning_rate": 0.05011947431302271, "loss": 0.1449, "step": 10210 }, { "epoch": 164.84, "learning_rate": 0.05005973715651135, "loss": 0.0398, "step": 10220 }, { "epoch": 165.0, "learning_rate": 0.05, "loss": 0.1009, "step": 10230 }, { "epoch": 165.0, "eval_acc": 0.8666666666666667, "eval_class_acc": [ 1.0, 0.9666666666666667, 0.6666666666666666, 0.8928571428571429, 0.7037037037037037, 0.9285714285714286, 0.48148148148148145, 0.7916666666666666, 0.6896551724137931, 0.9615384615384616, 0.5625, 0.8846153846153846, 0.8484848484848485, 0.9310344827586207, 0.8461538461538461, 1.0, 0.8125, 0.7777777777777778, 0.9354838709677419, 0.9, 0.9696969696969697, 0.9722222222222222, 0.9642857142857143, 1.0, 0.8571428571428571, 1.0, 0.9473684210526315, 0.9428571428571428 ], "eval_loss": 0.8379802107810974, "eval_video_acc": 0.8666666666666667, "step": 10230 }, { "epoch": 165.16, "learning_rate": 0.04994026284348865, "loss": 0.011, "step": 10240 }, { "epoch": 165.32, "learning_rate": 0.0498805256869773, "loss": 0.0668, "step": 10250 }, { "epoch": 165.48, "learning_rate": 0.049820788530465954, "loss": 0.0234, "step": 10260 }, { "epoch": 165.65, "learning_rate": 0.049761051373954604, "loss": 0.0764, "step": 10270 }, { "epoch": 165.81, "learning_rate": 0.049701314217443254, "loss": 0.1107, "step": 10280 }, { "epoch": 165.97, "learning_rate": 0.049641577060931905, "loss": 0.0785, "step": 10290 }, { "epoch": 166.0, "eval_acc": 0.861904761904762, "eval_class_acc": [ 0.9642857142857143, 0.9666666666666667, 0.8181818181818182, 0.9642857142857143, 0.7037037037037037, 0.75, 0.7407407407407407, 0.8333333333333334, 0.5517241379310345, 1.0, 0.65625, 0.8461538461538461, 0.9393939393939394, 0.7931034482758621, 0.8846153846153846, 1.0, 0.625, 0.7777777777777778, 0.9354838709677419, 0.8666666666666667, 0.8484848484848485, 1.0, 1.0, 0.9655172413793104, 0.8571428571428571, 1.0, 0.868421052631579, 0.9714285714285714 ], "eval_loss": 0.8425449728965759, "eval_video_acc": 0.861904761904762, "step": 10292 }, { "epoch": 166.13, "learning_rate": 0.049581839904420555, "loss": 0.1232, "step": 10300 }, { "epoch": 166.29, "learning_rate": 0.0495221027479092, "loss": 0.0232, "step": 10310 }, { "epoch": 166.45, "learning_rate": 0.049462365591397855, "loss": 0.0696, "step": 10320 }, { "epoch": 166.61, "learning_rate": 0.0494026284348865, "loss": 0.104, "step": 10330 }, { "epoch": 166.77, "learning_rate": 0.049342891278375156, "loss": 0.0722, "step": 10340 }, { "epoch": 166.94, "learning_rate": 0.0492831541218638, "loss": 0.0882, "step": 10350 }, { "epoch": 167.0, "eval_acc": 0.8726190476190476, "eval_class_acc": [ 1.0, 0.8666666666666667, 0.5757575757575758, 0.8928571428571429, 0.7407407407407407, 0.8214285714285714, 0.5925925925925926, 0.7916666666666666, 0.7931034482758621, 1.0, 0.6875, 0.8846153846153846, 0.8787878787878788, 0.7931034482758621, 0.8461538461538461, 0.9642857142857143, 0.75, 0.9166666666666666, 0.9354838709677419, 0.9333333333333333, 0.9696969696969697, 1.0, 1.0, 1.0, 0.8214285714285714, 1.0, 0.9473684210526315, 0.9714285714285714 ], "eval_loss": 0.8103358745574951, "eval_video_acc": 0.8726190476190476, "step": 10354 }, { "epoch": 167.1, "learning_rate": 0.04922341696535246, "loss": 0.0592, "step": 10360 }, { "epoch": 167.26, "learning_rate": 0.0491636798088411, "loss": 0.0609, "step": 10370 }, { "epoch": 167.42, "learning_rate": 0.04910394265232976, "loss": 0.1143, "step": 10380 }, { "epoch": 167.58, "learning_rate": 0.0490442054958184, "loss": 0.122, "step": 10390 }, { "epoch": 167.74, "learning_rate": 0.04898446833930705, "loss": 0.1094, "step": 10400 }, { "epoch": 167.9, "learning_rate": 0.0489247311827957, "loss": 0.1683, "step": 10410 }, { "epoch": 168.0, "eval_acc": 0.819047619047619, "eval_class_acc": [ 0.9642857142857143, 0.9666666666666667, 0.48484848484848486, 0.8928571428571429, 0.7407407407407407, 0.8928571428571429, 0.5185185185185185, 0.5833333333333334, 0.20689655172413793, 1.0, 0.75, 0.8846153846153846, 0.42424242424242425, 1.0, 0.6153846153846154, 0.9285714285714286, 0.90625, 0.8611111111111112, 0.9354838709677419, 0.9, 0.9393939393939394, 0.9444444444444444, 0.9285714285714286, 1.0, 0.8928571428571429, 1.0, 0.8421052631578947, 0.8857142857142857 ], "eval_loss": 1.3392542600631714, "eval_video_acc": 0.819047619047619, "step": 10416 }, { "epoch": 168.06, "learning_rate": 0.04886499402628435, "loss": 0.0662, "step": 10420 }, { "epoch": 168.23, "learning_rate": 0.048805256869773, "loss": 0.0703, "step": 10430 }, { "epoch": 168.39, "learning_rate": 0.04874551971326165, "loss": 0.0476, "step": 10440 }, { "epoch": 168.55, "learning_rate": 0.0486857825567503, "loss": 0.1285, "step": 10450 }, { "epoch": 168.71, "learning_rate": 0.04862604540023895, "loss": 0.0839, "step": 10460 }, { "epoch": 168.87, "learning_rate": 0.048566308243727596, "loss": 0.0856, "step": 10470 }, { "epoch": 169.0, "eval_acc": 0.8416666666666667, "eval_class_acc": [ 0.8571428571428571, 0.9666666666666667, 0.5757575757575758, 0.8571428571428571, 0.7407407407407407, 0.8214285714285714, 0.5555555555555556, 0.7083333333333334, 0.4482758620689655, 0.9615384615384616, 0.46875, 0.7692307692307693, 0.8787878787878788, 0.7241379310344828, 0.8846153846153846, 0.7857142857142857, 0.84375, 0.8888888888888888, 0.9354838709677419, 0.9, 1.0, 0.9444444444444444, 1.0, 1.0, 1.0, 1.0, 0.9473684210526315, 1.0 ], "eval_loss": 0.9917705655097961, "eval_video_acc": 0.8416666666666667, "step": 10478 }, { "epoch": 169.03, "learning_rate": 0.04850657108721625, "loss": 0.0904, "step": 10480 }, { "epoch": 169.19, "learning_rate": 0.0484468339307049, "loss": 0.0675, "step": 10490 }, { "epoch": 169.35, "learning_rate": 0.048387096774193554, "loss": 0.0376, "step": 10500 }, { "epoch": 169.52, "learning_rate": 0.0483273596176822, "loss": 0.1185, "step": 10510 }, { "epoch": 169.68, "learning_rate": 0.048267622461170855, "loss": 0.078, "step": 10520 }, { "epoch": 169.84, "learning_rate": 0.0482078853046595, "loss": 0.1384, "step": 10530 }, { "epoch": 170.0, "learning_rate": 0.04814814814814815, "loss": 0.0746, "step": 10540 }, { "epoch": 170.0, "eval_acc": 0.8595238095238096, "eval_class_acc": [ 0.9642857142857143, 0.8666666666666667, 0.8181818181818182, 0.9285714285714286, 0.48148148148148145, 0.8928571428571429, 0.4444444444444444, 0.7916666666666666, 0.6896551724137931, 0.8846153846153846, 0.875, 0.6923076923076923, 0.7878787878787878, 0.8620689655172413, 0.8461538461538461, 0.9642857142857143, 0.96875, 0.9444444444444444, 0.8709677419354839, 0.8666666666666667, 0.8484848484848485, 0.8888888888888888, 1.0, 0.9655172413793104, 0.8928571428571429, 1.0, 1.0, 0.8857142857142857 ], "eval_loss": 0.8858340382575989, "eval_video_acc": 0.8595238095238096, "step": 10540 }, { "epoch": 170.16, "learning_rate": 0.0480884109916368, "loss": 0.1642, "step": 10550 }, { "epoch": 170.32, "learning_rate": 0.04802867383512545, "loss": 0.123, "step": 10560 }, { "epoch": 170.48, "learning_rate": 0.0479689366786141, "loss": 0.1683, "step": 10570 }, { "epoch": 170.65, "learning_rate": 0.04790919952210275, "loss": 0.1217, "step": 10580 }, { "epoch": 170.81, "learning_rate": 0.0478494623655914, "loss": 0.0835, "step": 10590 }, { "epoch": 170.97, "learning_rate": 0.04778972520908005, "loss": 0.0802, "step": 10600 }, { "epoch": 171.0, "eval_acc": 0.8476190476190476, "eval_class_acc": [ 0.8928571428571429, 0.9666666666666667, 0.6666666666666666, 0.9285714285714286, 0.6296296296296297, 0.8571428571428571, 0.7407407407407407, 0.75, 0.41379310344827586, 0.9230769230769231, 0.6875, 0.9230769230769231, 1.0, 0.6206896551724138, 0.9230769230769231, 0.8928571428571429, 0.53125, 0.8611111111111112, 0.8064516129032258, 0.9333333333333333, 0.9696969696969697, 1.0, 1.0, 1.0, 0.8571428571428571, 1.0, 0.8947368421052632, 1.0 ], "eval_loss": 0.8365055918693542, "eval_video_acc": 0.8476190476190476, "step": 10602 }, { "epoch": 171.13, "learning_rate": 0.0477299880525687, "loss": 0.084, "step": 10610 }, { "epoch": 171.29, "learning_rate": 0.04767025089605735, "loss": 0.0564, "step": 10620 }, { "epoch": 171.45, "learning_rate": 0.047610513739546, "loss": 0.0307, "step": 10630 }, { "epoch": 171.61, "learning_rate": 0.04755077658303465, "loss": 0.1038, "step": 10640 }, { "epoch": 171.77, "learning_rate": 0.0474910394265233, "loss": 0.1672, "step": 10650 }, { "epoch": 171.94, "learning_rate": 0.04743130227001195, "loss": 0.1323, "step": 10660 }, { "epoch": 172.0, "eval_acc": 0.875, "eval_class_acc": [ 0.8928571428571429, 0.9666666666666667, 0.7272727272727273, 0.8928571428571429, 0.7777777777777778, 0.9285714285714286, 0.7037037037037037, 0.75, 0.4827586206896552, 1.0, 0.71875, 0.9230769230769231, 0.9090909090909091, 0.8275862068965517, 0.8846153846153846, 0.9642857142857143, 0.71875, 0.8333333333333334, 0.9354838709677419, 0.9, 0.9090909090909091, 0.9444444444444444, 1.0, 1.0, 0.9285714285714286, 1.0, 0.9473684210526315, 1.0 ], "eval_loss": 0.7599472999572754, "eval_video_acc": 0.875, "step": 10664 }, { "epoch": 172.1, "learning_rate": 0.0473715651135006, "loss": 0.0916, "step": 10670 }, { "epoch": 172.26, "learning_rate": 0.04731182795698925, "loss": 0.0582, "step": 10680 }, { "epoch": 172.42, "learning_rate": 0.0472520908004779, "loss": 0.0689, "step": 10690 }, { "epoch": 172.58, "learning_rate": 0.047192353643966546, "loss": 0.065, "step": 10700 }, { "epoch": 172.74, "learning_rate": 0.0471326164874552, "loss": 0.1996, "step": 10710 }, { "epoch": 172.9, "learning_rate": 0.04707287933094385, "loss": 0.0721, "step": 10720 }, { "epoch": 173.0, "eval_acc": 0.8738095238095238, "eval_class_acc": [ 0.9642857142857143, 0.9, 0.8787878787878788, 0.8571428571428571, 0.7407407407407407, 0.8928571428571429, 0.5185185185185185, 0.75, 0.3448275862068966, 1.0, 0.75, 0.9615384615384616, 0.8484848484848485, 0.9655172413793104, 0.8461538461538461, 0.9642857142857143, 0.75, 0.8611111111111112, 0.8709677419354839, 0.9666666666666667, 0.9393939393939394, 1.0, 0.9285714285714286, 1.0, 0.8928571428571429, 1.0, 1.0, 0.9714285714285714 ], "eval_loss": 0.7201048731803894, "eval_video_acc": 0.8738095238095238, "step": 10726 }, { "epoch": 173.06, "learning_rate": 0.047013142174432504, "loss": 0.0634, "step": 10730 }, { "epoch": 173.23, "learning_rate": 0.04695340501792115, "loss": 0.0575, "step": 10740 }, { "epoch": 173.39, "learning_rate": 0.046893667861409805, "loss": 0.083, "step": 10750 }, { "epoch": 173.55, "learning_rate": 0.04683393070489845, "loss": 0.0585, "step": 10760 }, { "epoch": 173.71, "learning_rate": 0.0467741935483871, "loss": 0.0359, "step": 10770 }, { "epoch": 173.87, "learning_rate": 0.04671445639187575, "loss": 0.0427, "step": 10780 }, { "epoch": 174.0, "eval_acc": 0.8797619047619047, "eval_class_acc": [ 1.0, 0.9333333333333333, 0.8181818181818182, 0.9285714285714286, 0.7407407407407407, 0.9285714285714286, 0.5555555555555556, 0.75, 0.6896551724137931, 0.9615384615384616, 0.71875, 0.8846153846153846, 0.7878787878787878, 0.9655172413793104, 0.8846153846153846, 0.9285714285714286, 0.84375, 0.8333333333333334, 0.9032258064516129, 0.8666666666666667, 0.9393939393939394, 0.9722222222222222, 0.9285714285714286, 1.0, 0.8928571428571429, 1.0, 0.9210526315789473, 1.0 ], "eval_loss": 0.7084399461746216, "eval_video_acc": 0.8797619047619047, "step": 10788 }, { "epoch": 174.03, "learning_rate": 0.0466547192353644, "loss": 0.0603, "step": 10790 }, { "epoch": 174.19, "learning_rate": 0.04659498207885305, "loss": 0.0155, "step": 10800 }, { "epoch": 174.35, "learning_rate": 0.0465352449223417, "loss": 0.0461, "step": 10810 }, { "epoch": 174.52, "learning_rate": 0.04647550776583035, "loss": 0.0819, "step": 10820 }, { "epoch": 174.68, "learning_rate": 0.046415770609319, "loss": 0.1747, "step": 10830 }, { "epoch": 174.84, "learning_rate": 0.04635603345280765, "loss": 0.0753, "step": 10840 }, { "epoch": 175.0, "learning_rate": 0.0462962962962963, "loss": 0.0843, "step": 10850 }, { "epoch": 175.0, "eval_acc": 0.8904761904761904, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.8484848484848485, 0.9285714285714286, 0.8888888888888888, 0.7857142857142857, 0.6296296296296297, 0.7916666666666666, 0.7241379310344828, 1.0, 0.90625, 0.8846153846153846, 0.696969696969697, 1.0, 0.9230769230769231, 0.8214285714285714, 0.75, 0.9444444444444444, 0.8709677419354839, 0.7666666666666667, 0.9696969696969697, 1.0, 1.0, 1.0, 0.9285714285714286, 1.0, 0.9473684210526315, 0.9714285714285714 ], "eval_loss": 0.7337958812713623, "eval_video_acc": 0.8904761904761904, "step": 10850 }, { "epoch": 175.16, "learning_rate": 0.046236559139784944, "loss": 0.0415, "step": 10860 }, { "epoch": 175.32, "learning_rate": 0.0461768219832736, "loss": 0.0176, "step": 10870 }, { "epoch": 175.48, "learning_rate": 0.046117084826762245, "loss": 0.0409, "step": 10880 }, { "epoch": 175.65, "learning_rate": 0.0460573476702509, "loss": 0.1109, "step": 10890 }, { "epoch": 175.81, "learning_rate": 0.045997610513739545, "loss": 0.0528, "step": 10900 }, { "epoch": 175.97, "learning_rate": 0.0459378733572282, "loss": 0.1281, "step": 10910 }, { "epoch": 176.0, "eval_acc": 0.8452380952380952, "eval_class_acc": [ 0.9642857142857143, 0.9666666666666667, 0.8484848484848485, 0.75, 0.6666666666666666, 0.8571428571428571, 0.7037037037037037, 0.75, 0.4827586206896552, 1.0, 0.6875, 0.9230769230769231, 0.7575757575757576, 0.9655172413793104, 0.6923076923076923, 0.9642857142857143, 0.78125, 0.9722222222222222, 0.9032258064516129, 0.8333333333333334, 0.48484848484848486, 0.9722222222222222, 0.9642857142857143, 1.0, 0.8214285714285714, 1.0, 0.9210526315789473, 0.9714285714285714 ], "eval_loss": 0.8459537029266357, "eval_video_acc": 0.8452380952380952, "step": 10912 }, { "epoch": 176.13, "learning_rate": 0.045878136200716846, "loss": 0.1383, "step": 10920 }, { "epoch": 176.29, "learning_rate": 0.045818399044205496, "loss": 0.0767, "step": 10930 }, { "epoch": 176.45, "learning_rate": 0.045758661887694146, "loss": 0.0424, "step": 10940 }, { "epoch": 176.61, "learning_rate": 0.0456989247311828, "loss": 0.0362, "step": 10950 }, { "epoch": 176.77, "learning_rate": 0.04563918757467145, "loss": 0.1056, "step": 10960 }, { "epoch": 176.94, "learning_rate": 0.0455794504181601, "loss": 0.058, "step": 10970 }, { "epoch": 177.0, "eval_acc": 0.8738095238095238, "eval_class_acc": [ 0.9642857142857143, 0.9666666666666667, 0.7878787878787878, 0.8214285714285714, 0.8148148148148148, 0.9285714285714286, 0.7777777777777778, 0.8333333333333334, 0.6206896551724138, 0.9230769230769231, 0.8125, 0.8461538461538461, 0.8787878787878788, 1.0, 0.7692307692307693, 0.8214285714285714, 0.65625, 0.8333333333333334, 0.967741935483871, 0.8666666666666667, 0.9090909090909091, 0.8055555555555556, 1.0, 1.0, 0.8571428571428571, 1.0, 0.9736842105263158, 1.0 ], "eval_loss": 0.7370090484619141, "eval_video_acc": 0.8738095238095238, "step": 10974 }, { "epoch": 177.1, "learning_rate": 0.04551971326164875, "loss": 0.0618, "step": 10980 }, { "epoch": 177.26, "learning_rate": 0.0454599761051374, "loss": 0.088, "step": 10990 }, { "epoch": 177.42, "learning_rate": 0.04540023894862605, "loss": 0.0325, "step": 11000 }, { "epoch": 177.58, "learning_rate": 0.0453405017921147, "loss": 0.0794, "step": 11010 }, { "epoch": 177.74, "learning_rate": 0.04528076463560335, "loss": 0.0412, "step": 11020 }, { "epoch": 177.9, "learning_rate": 0.045221027479092, "loss": 0.0249, "step": 11030 }, { "epoch": 178.0, "eval_acc": 0.8690476190476191, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.5151515151515151, 1.0, 0.7037037037037037, 0.9285714285714286, 0.6666666666666666, 0.625, 0.7586206896551724, 0.9615384615384616, 0.875, 0.7692307692307693, 0.7575757575757576, 1.0, 0.8076923076923077, 0.8571428571428571, 0.9375, 0.8611111111111112, 0.7741935483870968, 0.8, 0.9393939393939394, 1.0, 1.0, 1.0, 0.9285714285714286, 1.0, 0.8947368421052632, 1.0 ], "eval_loss": 0.8141174912452698, "eval_video_acc": 0.8690476190476191, "step": 11036 }, { "epoch": 178.06, "learning_rate": 0.04516129032258065, "loss": 0.0896, "step": 11040 }, { "epoch": 178.23, "learning_rate": 0.0451015531660693, "loss": 0.0496, "step": 11050 }, { "epoch": 178.39, "learning_rate": 0.04504181600955795, "loss": 0.0777, "step": 11060 }, { "epoch": 178.55, "learning_rate": 0.0449820788530466, "loss": 0.0352, "step": 11070 }, { "epoch": 178.71, "learning_rate": 0.04492234169653525, "loss": 0.0469, "step": 11080 }, { "epoch": 178.87, "learning_rate": 0.044862604540023894, "loss": 0.035, "step": 11090 }, { "epoch": 179.0, "eval_acc": 0.85, "eval_class_acc": [ 0.9285714285714286, 0.8333333333333334, 0.7575757575757576, 0.8571428571428571, 0.7407407407407407, 0.7857142857142857, 0.7407407407407407, 0.7916666666666666, 0.6206896551724138, 0.9615384615384616, 0.65625, 0.7692307692307693, 0.6060606060606061, 1.0, 0.8846153846153846, 0.7857142857142857, 0.75, 0.8888888888888888, 0.8709677419354839, 0.9, 0.9393939393939394, 0.9444444444444444, 1.0, 1.0, 0.8571428571428571, 1.0, 0.8947368421052632, 1.0 ], "eval_loss": 0.9452999234199524, "eval_video_acc": 0.85, "step": 11098 }, { "epoch": 179.03, "learning_rate": 0.04480286738351255, "loss": 0.0282, "step": 11100 }, { "epoch": 179.19, "learning_rate": 0.044743130227001195, "loss": 0.0361, "step": 11110 }, { "epoch": 179.35, "learning_rate": 0.04468339307048985, "loss": 0.0838, "step": 11120 }, { "epoch": 179.52, "learning_rate": 0.044623655913978495, "loss": 0.0743, "step": 11130 }, { "epoch": 179.68, "learning_rate": 0.04456391875746715, "loss": 0.0269, "step": 11140 }, { "epoch": 179.84, "learning_rate": 0.044504181600955796, "loss": 0.1324, "step": 11150 }, { "epoch": 180.0, "learning_rate": 0.044444444444444446, "loss": 0.0837, "step": 11160 }, { "epoch": 180.0, "eval_acc": 0.8869047619047619, "eval_class_acc": [ 1.0, 0.9666666666666667, 0.6060606060606061, 0.9642857142857143, 0.8148148148148148, 0.8214285714285714, 0.8148148148148148, 0.6666666666666666, 0.7931034482758621, 0.9230769230769231, 0.75, 0.8846153846153846, 0.8787878787878788, 1.0, 0.9230769230769231, 0.8928571428571429, 0.9375, 0.8611111111111112, 0.967741935483871, 0.7333333333333333, 0.9393939393939394, 1.0, 1.0, 1.0, 0.8571428571428571, 1.0, 0.8947368421052632, 0.9142857142857143 ], "eval_loss": 0.6199015974998474, "eval_video_acc": 0.8869047619047619, "step": 11160 }, { "epoch": 180.16, "learning_rate": 0.044384707287933096, "loss": 0.0483, "step": 11170 }, { "epoch": 180.32, "learning_rate": 0.04432497013142175, "loss": 0.0554, "step": 11180 }, { "epoch": 180.48, "learning_rate": 0.0442652329749104, "loss": 0.081, "step": 11190 }, { "epoch": 180.65, "learning_rate": 0.04420549581839905, "loss": 0.0983, "step": 11200 }, { "epoch": 180.81, "learning_rate": 0.0441457586618877, "loss": 0.0284, "step": 11210 }, { "epoch": 180.97, "learning_rate": 0.04408602150537635, "loss": 0.0652, "step": 11220 }, { "epoch": 181.0, "eval_acc": 0.8761904761904762, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.696969696969697, 0.8928571428571429, 0.7037037037037037, 0.7142857142857143, 0.7777777777777778, 0.5833333333333334, 0.6206896551724138, 0.9230769230769231, 0.90625, 0.8846153846153846, 0.9696969696969697, 0.896551724137931, 0.8076923076923077, 0.9285714285714286, 0.9375, 0.9722222222222222, 0.8709677419354839, 0.9333333333333333, 0.8181818181818182, 0.9444444444444444, 0.9642857142857143, 1.0, 0.8571428571428571, 1.0, 0.8947368421052632, 1.0 ], "eval_loss": 0.7191756367683411, "eval_video_acc": 0.8761904761904762, "step": 11222 }, { "epoch": 181.13, "learning_rate": 0.04402628434886499, "loss": 0.0749, "step": 11230 }, { "epoch": 181.29, "learning_rate": 0.04396654719235365, "loss": 0.0239, "step": 11240 }, { "epoch": 181.45, "learning_rate": 0.04390681003584229, "loss": 0.0322, "step": 11250 }, { "epoch": 181.61, "learning_rate": 0.04384707287933095, "loss": 0.0321, "step": 11260 }, { "epoch": 181.77, "learning_rate": 0.04378733572281959, "loss": 0.0354, "step": 11270 }, { "epoch": 181.94, "learning_rate": 0.04372759856630825, "loss": 0.0549, "step": 11280 }, { "epoch": 182.0, "eval_acc": 0.8761904761904762, "eval_class_acc": [ 0.8571428571428571, 0.8666666666666667, 0.696969696969697, 0.8571428571428571, 0.8148148148148148, 0.8214285714285714, 0.7037037037037037, 0.8333333333333334, 0.5517241379310345, 0.9615384615384616, 0.875, 0.8846153846153846, 0.9696969696969697, 0.6896551724137931, 0.8461538461538461, 0.9642857142857143, 0.71875, 0.9722222222222222, 0.8709677419354839, 0.9333333333333333, 0.9696969696969697, 1.0, 0.9642857142857143, 1.0, 0.8928571428571429, 1.0, 0.9473684210526315, 0.9714285714285714 ], "eval_loss": 0.7750330567359924, "eval_video_acc": 0.8761904761904762, "step": 11284 }, { "epoch": 182.1, "learning_rate": 0.04366786140979689, "loss": 0.0628, "step": 11290 }, { "epoch": 182.26, "learning_rate": 0.04360812425328555, "loss": 0.0429, "step": 11300 }, { "epoch": 182.42, "learning_rate": 0.043548387096774194, "loss": 0.0386, "step": 11310 }, { "epoch": 182.58, "learning_rate": 0.043488649940262844, "loss": 0.0368, "step": 11320 }, { "epoch": 182.74, "learning_rate": 0.043428912783751494, "loss": 0.0228, "step": 11330 }, { "epoch": 182.9, "learning_rate": 0.043369175627240145, "loss": 0.0229, "step": 11340 }, { "epoch": 183.0, "eval_acc": 0.8785714285714286, "eval_class_acc": [ 0.8571428571428571, 0.9666666666666667, 0.7575757575757576, 0.8214285714285714, 0.7407407407407407, 0.8571428571428571, 0.6666666666666666, 0.7916666666666666, 0.8275862068965517, 0.9230769230769231, 0.78125, 0.9230769230769231, 0.7878787878787878, 1.0, 0.9615384615384616, 0.8928571428571429, 0.875, 0.8055555555555556, 0.9032258064516129, 0.7333333333333333, 0.9393939393939394, 1.0, 1.0, 1.0, 0.9285714285714286, 1.0, 0.8421052631578947, 1.0 ], "eval_loss": 0.7367807626724243, "eval_video_acc": 0.8785714285714286, "step": 11346 }, { "epoch": 183.06, "learning_rate": 0.043309438470728795, "loss": 0.042, "step": 11350 }, { "epoch": 183.23, "learning_rate": 0.043249701314217445, "loss": 0.039, "step": 11360 }, { "epoch": 183.39, "learning_rate": 0.043189964157706096, "loss": 0.03, "step": 11370 }, { "epoch": 183.55, "learning_rate": 0.043130227001194746, "loss": 0.0151, "step": 11380 }, { "epoch": 183.71, "learning_rate": 0.043070489844683396, "loss": 0.016, "step": 11390 }, { "epoch": 183.87, "learning_rate": 0.043010752688172046, "loss": 0.0459, "step": 11400 }, { "epoch": 184.0, "eval_acc": 0.8702380952380953, "eval_class_acc": [ 0.9642857142857143, 0.9333333333333333, 0.8787878787878788, 0.8928571428571429, 0.7407407407407407, 0.7857142857142857, 0.7037037037037037, 0.8333333333333334, 0.5172413793103449, 0.9615384615384616, 0.8125, 0.7307692307692307, 0.9090909090909091, 0.9655172413793104, 0.8076923076923077, 0.9642857142857143, 0.71875, 0.8055555555555556, 0.8387096774193549, 0.9, 0.8787878787878788, 0.9722222222222222, 0.9642857142857143, 1.0, 0.8928571428571429, 1.0, 0.9473684210526315, 0.9714285714285714 ], "eval_loss": 0.7034860849380493, "eval_video_acc": 0.8702380952380953, "step": 11408 }, { "epoch": 184.03, "learning_rate": 0.0429510155316607, "loss": 0.0282, "step": 11410 }, { "epoch": 184.19, "learning_rate": 0.04289127837514935, "loss": 0.0771, "step": 11420 }, { "epoch": 184.35, "learning_rate": 0.042831541218638, "loss": 0.0913, "step": 11430 }, { "epoch": 184.52, "learning_rate": 0.04277180406212665, "loss": 0.0495, "step": 11440 }, { "epoch": 184.68, "learning_rate": 0.0427120669056153, "loss": 0.046, "step": 11450 }, { "epoch": 184.84, "learning_rate": 0.04265232974910394, "loss": 0.028, "step": 11460 }, { "epoch": 185.0, "learning_rate": 0.0425925925925926, "loss": 0.0539, "step": 11470 }, { "epoch": 185.0, "eval_acc": 0.8904761904761904, "eval_class_acc": [ 0.9642857142857143, 0.9666666666666667, 0.7878787878787878, 0.7857142857142857, 0.8148148148148148, 0.9285714285714286, 0.7407407407407407, 0.7083333333333334, 0.6551724137931034, 0.9615384615384616, 0.78125, 1.0, 0.9393939393939394, 0.8620689655172413, 0.9230769230769231, 0.9642857142857143, 0.8125, 0.8055555555555556, 0.9032258064516129, 0.9, 0.9696969696969697, 0.9722222222222222, 1.0, 1.0, 0.8928571428571429, 1.0, 0.8947368421052632, 0.9714285714285714 ], "eval_loss": 0.6717010736465454, "eval_video_acc": 0.8904761904761904, "step": 11470 }, { "epoch": 185.16, "learning_rate": 0.04253285543608124, "loss": 0.0517, "step": 11480 }, { "epoch": 185.32, "learning_rate": 0.0424731182795699, "loss": 0.0254, "step": 11490 }, { "epoch": 185.48, "learning_rate": 0.04241338112305854, "loss": 0.071, "step": 11500 }, { "epoch": 185.65, "learning_rate": 0.0423536439665472, "loss": 0.0494, "step": 11510 }, { "epoch": 185.81, "learning_rate": 0.04229390681003584, "loss": 0.0059, "step": 11520 }, { "epoch": 185.97, "learning_rate": 0.0422341696535245, "loss": 0.0241, "step": 11530 }, { "epoch": 186.0, "eval_acc": 0.8607142857142858, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.7272727272727273, 0.8928571428571429, 0.6666666666666666, 0.75, 0.6666666666666666, 0.7916666666666666, 0.41379310344827586, 0.8846153846153846, 0.90625, 0.8076923076923077, 0.7272727272727273, 1.0, 0.8076923076923077, 0.9285714285714286, 0.71875, 0.9444444444444444, 0.9354838709677419, 0.9333333333333333, 0.8787878787878788, 0.9444444444444444, 1.0, 1.0, 0.8214285714285714, 1.0, 0.9473684210526315, 1.0 ], "eval_loss": 0.8890205025672913, "eval_video_acc": 0.8607142857142858, "step": 11532 }, { "epoch": 186.13, "learning_rate": 0.042174432497013144, "loss": 0.0701, "step": 11540 }, { "epoch": 186.29, "learning_rate": 0.042114695340501794, "loss": 0.0304, "step": 11550 }, { "epoch": 186.45, "learning_rate": 0.042054958183990444, "loss": 0.0499, "step": 11560 }, { "epoch": 186.61, "learning_rate": 0.041995221027479095, "loss": 0.0698, "step": 11570 }, { "epoch": 186.77, "learning_rate": 0.041935483870967745, "loss": 0.0705, "step": 11580 }, { "epoch": 186.94, "learning_rate": 0.041875746714456395, "loss": 0.0301, "step": 11590 }, { "epoch": 187.0, "eval_acc": 0.8761904761904762, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.696969696969697, 0.9285714285714286, 0.7407407407407407, 0.75, 0.48148148148148145, 0.7083333333333334, 0.4482758620689655, 1.0, 0.84375, 0.9230769230769231, 0.9090909090909091, 0.8275862068965517, 0.9615384615384616, 0.8571428571428571, 0.90625, 0.9166666666666666, 0.9032258064516129, 0.9333333333333333, 0.9393939393939394, 1.0, 1.0, 1.0, 0.9642857142857143, 0.9666666666666667, 0.9736842105263158, 0.9428571428571428 ], "eval_loss": 0.8204649686813354, "eval_video_acc": 0.8761904761904762, "step": 11594 }, { "epoch": 187.1, "learning_rate": 0.041816009557945046, "loss": 0.0532, "step": 11600 }, { "epoch": 187.26, "learning_rate": 0.041756272401433696, "loss": 0.0301, "step": 11610 }, { "epoch": 187.42, "learning_rate": 0.04169653524492234, "loss": 0.0421, "step": 11620 }, { "epoch": 187.58, "learning_rate": 0.041636798088410996, "loss": 0.0621, "step": 11630 }, { "epoch": 187.74, "learning_rate": 0.04157706093189964, "loss": 0.0127, "step": 11640 }, { "epoch": 187.9, "learning_rate": 0.0415173237753883, "loss": 0.0461, "step": 11650 }, { "epoch": 188.0, "eval_acc": 0.8821428571428571, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.8181818181818182, 0.9642857142857143, 0.7407407407407407, 0.8214285714285714, 0.6296296296296297, 0.75, 0.5862068965517241, 1.0, 0.65625, 0.9230769230769231, 0.8181818181818182, 1.0, 0.9230769230769231, 1.0, 0.9375, 0.8333333333333334, 0.9354838709677419, 0.7666666666666667, 0.8787878787878788, 0.9722222222222222, 1.0, 1.0, 0.8928571428571429, 1.0, 0.9473684210526315, 0.9714285714285714 ], "eval_loss": 0.7346901297569275, "eval_video_acc": 0.8821428571428571, "step": 11656 }, { "epoch": 188.06, "learning_rate": 0.04145758661887694, "loss": 0.0083, "step": 11660 }, { "epoch": 188.23, "learning_rate": 0.0413978494623656, "loss": 0.0377, "step": 11670 }, { "epoch": 188.39, "learning_rate": 0.04133811230585424, "loss": 0.0103, "step": 11680 }, { "epoch": 188.55, "learning_rate": 0.04127837514934289, "loss": 0.1223, "step": 11690 }, { "epoch": 188.71, "learning_rate": 0.04121863799283154, "loss": 0.0742, "step": 11700 }, { "epoch": 188.87, "learning_rate": 0.04115890083632019, "loss": 0.0243, "step": 11710 }, { "epoch": 189.0, "eval_acc": 0.8797619047619047, "eval_class_acc": [ 0.9642857142857143, 0.9666666666666667, 0.7575757575757576, 0.8571428571428571, 0.7777777777777778, 0.8928571428571429, 0.6666666666666666, 0.7083333333333334, 0.6896551724137931, 0.9230769230769231, 0.84375, 0.8846153846153846, 0.8181818181818182, 1.0, 0.9230769230769231, 0.8928571428571429, 0.75, 0.8611111111111112, 0.9354838709677419, 0.8666666666666667, 0.8484848484848485, 0.9166666666666666, 1.0, 1.0, 1.0, 0.9333333333333333, 0.9473684210526315, 0.9714285714285714 ], "eval_loss": 0.6849942207336426, "eval_video_acc": 0.8797619047619047, "step": 11718 }, { "epoch": 189.03, "learning_rate": 0.04109916367980884, "loss": 0.0381, "step": 11720 }, { "epoch": 189.19, "learning_rate": 0.04103942652329749, "loss": 0.015, "step": 11730 }, { "epoch": 189.35, "learning_rate": 0.04097968936678614, "loss": 0.0198, "step": 11740 }, { "epoch": 189.52, "learning_rate": 0.04091995221027479, "loss": 0.0276, "step": 11750 }, { "epoch": 189.68, "learning_rate": 0.04086021505376344, "loss": 0.0554, "step": 11760 }, { "epoch": 189.84, "learning_rate": 0.040800477897252094, "loss": 0.0807, "step": 11770 }, { "epoch": 190.0, "learning_rate": 0.040740740740740744, "loss": 0.0623, "step": 11780 }, { "epoch": 190.0, "eval_acc": 0.8833333333333333, "eval_class_acc": [ 0.9642857142857143, 0.9666666666666667, 0.696969696969697, 0.8928571428571429, 0.7407407407407407, 0.8928571428571429, 0.7037037037037037, 0.7083333333333334, 0.6896551724137931, 1.0, 0.90625, 0.8076923076923077, 0.8181818181818182, 0.7931034482758621, 0.9615384615384616, 0.8928571428571429, 0.90625, 0.8333333333333334, 0.9354838709677419, 0.8666666666666667, 0.9393939393939394, 0.9722222222222222, 1.0, 1.0, 0.9642857142857143, 1.0, 0.868421052631579, 0.9714285714285714 ], "eval_loss": 0.6887098550796509, "eval_video_acc": 0.8833333333333333, "step": 11780 }, { "epoch": 190.16, "learning_rate": 0.040681003584229394, "loss": 0.0443, "step": 11790 }, { "epoch": 190.32, "learning_rate": 0.040621266427718045, "loss": 0.0594, "step": 11800 }, { "epoch": 190.48, "learning_rate": 0.040561529271206695, "loss": 0.0196, "step": 11810 }, { "epoch": 190.65, "learning_rate": 0.040501792114695345, "loss": 0.0372, "step": 11820 }, { "epoch": 190.81, "learning_rate": 0.040442054958183996, "loss": 0.0247, "step": 11830 }, { "epoch": 190.97, "learning_rate": 0.040382317801672646, "loss": 0.0248, "step": 11840 }, { "epoch": 191.0, "eval_acc": 0.8607142857142858, "eval_class_acc": [ 0.8571428571428571, 0.9666666666666667, 0.7575757575757576, 0.9642857142857143, 0.7037037037037037, 0.8928571428571429, 0.48148148148148145, 0.7083333333333334, 0.4482758620689655, 1.0, 0.8125, 0.9230769230769231, 0.696969696969697, 1.0, 0.8076923076923077, 0.9642857142857143, 0.875, 0.8055555555555556, 0.7741935483870968, 0.9333333333333333, 0.9696969696969697, 0.9722222222222222, 0.9642857142857143, 1.0, 0.8928571428571429, 1.0, 0.868421052631579, 1.0 ], "eval_loss": 0.9699773788452148, "eval_video_acc": 0.8607142857142858, "step": 11842 }, { "epoch": 191.13, "learning_rate": 0.04032258064516129, "loss": 0.0232, "step": 11850 }, { "epoch": 191.29, "learning_rate": 0.040262843488649946, "loss": 0.0213, "step": 11860 }, { "epoch": 191.45, "learning_rate": 0.04020310633213859, "loss": 0.0403, "step": 11870 }, { "epoch": 191.61, "learning_rate": 0.04014336917562725, "loss": 0.045, "step": 11880 }, { "epoch": 191.77, "learning_rate": 0.04008363201911589, "loss": 0.0123, "step": 11890 }, { "epoch": 191.94, "learning_rate": 0.04002389486260455, "loss": 0.0223, "step": 11900 }, { "epoch": 192.0, "eval_acc": 0.8928571428571429, "eval_class_acc": [ 1.0, 0.8333333333333334, 0.8787878787878788, 0.8571428571428571, 0.7777777777777778, 0.7857142857142857, 0.6666666666666666, 0.875, 0.6896551724137931, 1.0, 0.8125, 0.9615384615384616, 0.9090909090909091, 0.9310344827586207, 0.9230769230769231, 0.9285714285714286, 0.6875, 0.8611111111111112, 0.9032258064516129, 0.9333333333333333, 0.9393939393939394, 0.9722222222222222, 1.0, 1.0, 0.9642857142857143, 0.9666666666666667, 0.9473684210526315, 0.9714285714285714 ], "eval_loss": 0.6652166843414307, "eval_video_acc": 0.8928571428571429, "step": 11904 }, { "epoch": 192.1, "learning_rate": 0.03996415770609319, "loss": 0.0753, "step": 11910 }, { "epoch": 192.26, "learning_rate": 0.03990442054958184, "loss": 0.026, "step": 11920 }, { "epoch": 192.42, "learning_rate": 0.03984468339307049, "loss": 0.0462, "step": 11930 }, { "epoch": 192.58, "learning_rate": 0.03978494623655914, "loss": 0.0054, "step": 11940 }, { "epoch": 192.74, "learning_rate": 0.03972520908004779, "loss": 0.0385, "step": 11950 }, { "epoch": 192.9, "learning_rate": 0.03966547192353644, "loss": 0.0374, "step": 11960 }, { "epoch": 193.0, "eval_acc": 0.8916666666666667, "eval_class_acc": [ 0.8928571428571429, 0.9666666666666667, 0.8484848484848485, 0.9642857142857143, 0.8518518518518519, 0.8571428571428571, 0.7407407407407407, 0.7916666666666666, 0.5172413793103449, 1.0, 0.625, 1.0, 0.8181818181818182, 1.0, 0.8846153846153846, 0.9642857142857143, 0.875, 0.8611111111111112, 0.9354838709677419, 0.8666666666666667, 0.9393939393939394, 0.9444444444444444, 1.0, 1.0, 0.8571428571428571, 1.0, 0.9473684210526315, 1.0 ], "eval_loss": 0.740580677986145, "eval_video_acc": 0.8916666666666667, "step": 11966 }, { "epoch": 193.06, "learning_rate": 0.03960573476702509, "loss": 0.016, "step": 11970 }, { "epoch": 193.23, "learning_rate": 0.03954599761051374, "loss": 0.0236, "step": 11980 }, { "epoch": 193.39, "learning_rate": 0.03948626045400239, "loss": 0.0312, "step": 11990 }, { "epoch": 193.55, "learning_rate": 0.039426523297491044, "loss": 0.0378, "step": 12000 }, { "epoch": 193.71, "learning_rate": 0.03936678614097969, "loss": 0.018, "step": 12010 }, { "epoch": 193.87, "learning_rate": 0.039307048984468344, "loss": 0.0062, "step": 12020 }, { "epoch": 194.0, "eval_acc": 0.8690476190476191, "eval_class_acc": [ 0.8928571428571429, 0.9666666666666667, 0.7272727272727273, 0.8214285714285714, 0.7407407407407407, 0.8571428571428571, 0.5555555555555556, 0.625, 0.5862068965517241, 1.0, 0.75, 0.8461538461538461, 0.9090909090909091, 0.9655172413793104, 0.8461538461538461, 0.8571428571428571, 0.8125, 0.8611111111111112, 0.9354838709677419, 0.9666666666666667, 1.0, 1.0, 1.0, 1.0, 0.9285714285714286, 1.0, 0.7894736842105263, 1.0 ], "eval_loss": 0.9020403623580933, "eval_video_acc": 0.8690476190476191, "step": 12028 }, { "epoch": 194.03, "learning_rate": 0.03924731182795699, "loss": 0.0369, "step": 12030 }, { "epoch": 194.19, "learning_rate": 0.039187574671445645, "loss": 0.031, "step": 12040 }, { "epoch": 194.35, "learning_rate": 0.03912783751493429, "loss": 0.0613, "step": 12050 }, { "epoch": 194.52, "learning_rate": 0.039068100358422946, "loss": 0.0195, "step": 12060 }, { "epoch": 194.68, "learning_rate": 0.03900836320191159, "loss": 0.0341, "step": 12070 }, { "epoch": 194.84, "learning_rate": 0.03894862604540024, "loss": 0.0652, "step": 12080 }, { "epoch": 195.0, "learning_rate": 0.03888888888888889, "loss": 0.0577, "step": 12090 }, { "epoch": 195.0, "eval_acc": 0.8333333333333334, "eval_class_acc": [ 0.8928571428571429, 0.9666666666666667, 0.5151515151515151, 0.9642857142857143, 0.7037037037037037, 0.7142857142857143, 0.37037037037037035, 0.75, 0.41379310344827586, 1.0, 0.75, 0.9230769230769231, 0.7272727272727273, 1.0, 0.9230769230769231, 1.0, 0.46875, 0.75, 0.9032258064516129, 0.8333333333333334, 0.9696969696969697, 0.9722222222222222, 1.0, 1.0, 0.9285714285714286, 1.0, 0.8947368421052632, 1.0 ], "eval_loss": 1.2021137475967407, "eval_video_acc": 0.8333333333333334, "step": 12090 }, { "epoch": 195.16, "learning_rate": 0.03882915173237754, "loss": 0.0208, "step": 12100 }, { "epoch": 195.32, "learning_rate": 0.03876941457586619, "loss": 0.0276, "step": 12110 }, { "epoch": 195.48, "learning_rate": 0.03870967741935484, "loss": 0.0152, "step": 12120 }, { "epoch": 195.65, "learning_rate": 0.03864994026284349, "loss": 0.0058, "step": 12130 }, { "epoch": 195.81, "learning_rate": 0.03859020310633214, "loss": 0.002, "step": 12140 }, { "epoch": 195.97, "learning_rate": 0.03853046594982079, "loss": 0.0152, "step": 12150 }, { "epoch": 196.0, "eval_acc": 0.8738095238095238, "eval_class_acc": [ 0.9285714285714286, 0.9, 0.6363636363636364, 0.8928571428571429, 0.8148148148148148, 0.8571428571428571, 0.6296296296296297, 0.7916666666666666, 0.7241379310344828, 1.0, 0.59375, 0.8846153846153846, 0.7272727272727273, 0.9655172413793104, 1.0, 0.8928571428571429, 0.84375, 0.8333333333333334, 0.9354838709677419, 0.9, 0.9393939393939394, 0.9166666666666666, 1.0, 1.0, 1.0, 1.0, 0.9473684210526315, 0.9428571428571428 ], "eval_loss": 0.7061664462089539, "eval_video_acc": 0.8738095238095238, "step": 12152 }, { "epoch": 196.13, "learning_rate": 0.03847072879330944, "loss": 0.0312, "step": 12160 }, { "epoch": 196.29, "learning_rate": 0.03841099163679809, "loss": 0.0146, "step": 12170 }, { "epoch": 196.45, "learning_rate": 0.03835125448028674, "loss": 0.0416, "step": 12180 }, { "epoch": 196.61, "learning_rate": 0.03829151732377539, "loss": 0.0646, "step": 12190 }, { "epoch": 196.77, "learning_rate": 0.03823178016726404, "loss": 0.026, "step": 12200 }, { "epoch": 196.94, "learning_rate": 0.03817204301075269, "loss": 0.0248, "step": 12210 }, { "epoch": 197.0, "eval_acc": 0.8535714285714285, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.6060606060606061, 1.0, 0.7407407407407407, 0.8928571428571429, 0.6296296296296297, 0.6666666666666666, 0.5172413793103449, 1.0, 0.6875, 0.8846153846153846, 0.9393939393939394, 0.9310344827586207, 0.8076923076923077, 0.9642857142857143, 0.5625, 0.8611111111111112, 0.9354838709677419, 0.8333333333333334, 0.8787878787878788, 1.0, 1.0, 1.0, 0.8571428571428571, 1.0, 0.8157894736842105, 0.9714285714285714 ], "eval_loss": 0.847153902053833, "eval_video_acc": 0.8535714285714285, "step": 12214 }, { "epoch": 197.1, "learning_rate": 0.03811230585424134, "loss": 0.0123, "step": 12220 }, { "epoch": 197.26, "learning_rate": 0.038052568697729994, "loss": 0.0123, "step": 12230 }, { "epoch": 197.42, "learning_rate": 0.03799283154121864, "loss": 0.0157, "step": 12240 }, { "epoch": 197.58, "learning_rate": 0.037933094384707294, "loss": 0.0028, "step": 12250 }, { "epoch": 197.74, "learning_rate": 0.03787335722819594, "loss": 0.0509, "step": 12260 }, { "epoch": 197.9, "learning_rate": 0.037813620071684595, "loss": 0.0074, "step": 12270 }, { "epoch": 198.0, "eval_acc": 0.8678571428571429, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.6060606060606061, 0.9285714285714286, 0.8888888888888888, 0.6785714285714286, 0.6296296296296297, 0.7916666666666666, 0.41379310344827586, 1.0, 0.78125, 0.9615384615384616, 0.8484848484848485, 1.0, 0.6923076923076923, 0.9285714285714286, 0.84375, 0.8888888888888888, 0.8709677419354839, 0.9, 0.9393939393939394, 1.0, 1.0, 1.0, 0.8928571428571429, 1.0, 0.868421052631579, 1.0 ], "eval_loss": 0.8341845273971558, "eval_video_acc": 0.8678571428571429, "step": 12276 }, { "epoch": 198.06, "learning_rate": 0.03775388291517324, "loss": 0.0311, "step": 12280 }, { "epoch": 198.23, "learning_rate": 0.037694145758661896, "loss": 0.0365, "step": 12290 }, { "epoch": 198.39, "learning_rate": 0.03763440860215054, "loss": 0.0125, "step": 12300 }, { "epoch": 198.55, "learning_rate": 0.03757467144563919, "loss": 0.0248, "step": 12310 }, { "epoch": 198.71, "learning_rate": 0.03751493428912784, "loss": 0.0489, "step": 12320 }, { "epoch": 198.87, "learning_rate": 0.03745519713261649, "loss": 0.0159, "step": 12330 }, { "epoch": 199.0, "eval_acc": 0.8821428571428571, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.8181818181818182, 0.9642857142857143, 0.7777777777777778, 0.8214285714285714, 0.7037037037037037, 0.5833333333333334, 0.5517241379310345, 0.9615384615384616, 0.5625, 0.9615384615384616, 0.8484848484848485, 0.8275862068965517, 0.9615384615384616, 1.0, 0.71875, 0.9722222222222222, 0.9032258064516129, 0.9333333333333333, 0.9696969696969697, 0.9722222222222222, 1.0, 1.0, 1.0, 1.0, 0.9736842105263158, 0.9428571428571428 ], "eval_loss": 0.775416910648346, "eval_video_acc": 0.8821428571428571, "step": 12338 }, { "epoch": 199.03, "learning_rate": 0.03739545997610514, "loss": 0.0202, "step": 12340 }, { "epoch": 199.19, "learning_rate": 0.03733572281959379, "loss": 0.0233, "step": 12350 }, { "epoch": 199.35, "learning_rate": 0.03727598566308244, "loss": 0.0243, "step": 12360 }, { "epoch": 199.52, "learning_rate": 0.03721624850657109, "loss": 0.0499, "step": 12370 }, { "epoch": 199.68, "learning_rate": 0.03715651135005974, "loss": 0.02, "step": 12380 }, { "epoch": 199.84, "learning_rate": 0.03709677419354839, "loss": 0.0391, "step": 12390 }, { "epoch": 200.0, "learning_rate": 0.037037037037037035, "loss": 0.0325, "step": 12400 }, { "epoch": 200.0, "eval_acc": 0.8630952380952381, "eval_class_acc": [ 0.9642857142857143, 0.8333333333333334, 0.7272727272727273, 0.8571428571428571, 0.7037037037037037, 0.7857142857142857, 0.5555555555555556, 0.7916666666666666, 0.5862068965517241, 1.0, 0.78125, 0.8846153846153846, 0.7878787878787878, 1.0, 0.8461538461538461, 0.9642857142857143, 0.71875, 0.8888888888888888, 0.9032258064516129, 0.9333333333333333, 0.9696969696969697, 0.9722222222222222, 1.0, 1.0, 0.8214285714285714, 1.0, 0.8421052631578947, 1.0 ], "eval_loss": 0.7517385482788086, "eval_video_acc": 0.8630952380952381, "step": 12400 }, { "epoch": 200.16, "learning_rate": 0.03697729988052569, "loss": 0.0466, "step": 12410 }, { "epoch": 200.32, "learning_rate": 0.036917562724014336, "loss": 0.014, "step": 12420 }, { "epoch": 200.48, "learning_rate": 0.03685782556750299, "loss": 0.0158, "step": 12430 }, { "epoch": 200.65, "learning_rate": 0.036798088410991636, "loss": 0.0396, "step": 12440 }, { "epoch": 200.81, "learning_rate": 0.03673835125448029, "loss": 0.028, "step": 12450 }, { "epoch": 200.97, "learning_rate": 0.03667861409796894, "loss": 0.0626, "step": 12460 }, { "epoch": 201.0, "eval_acc": 0.8678571428571429, "eval_class_acc": [ 1.0, 0.7666666666666667, 0.5454545454545454, 0.8214285714285714, 0.7037037037037037, 0.8214285714285714, 0.6666666666666666, 0.7916666666666666, 0.7586206896551724, 0.9615384615384616, 0.65625, 0.9230769230769231, 0.8484848484848485, 0.9310344827586207, 0.9615384615384616, 0.9642857142857143, 0.65625, 0.9444444444444444, 0.9032258064516129, 0.9666666666666667, 0.9393939393939394, 0.9722222222222222, 0.9285714285714286, 1.0, 0.8928571428571429, 1.0, 0.9473684210526315, 1.0 ], "eval_loss": 0.722933828830719, "eval_video_acc": 0.8678571428571429, "step": 12462 }, { "epoch": 201.13, "learning_rate": 0.03661887694145759, "loss": 0.0535, "step": 12470 }, { "epoch": 201.29, "learning_rate": 0.03655913978494624, "loss": 0.0085, "step": 12480 }, { "epoch": 201.45, "learning_rate": 0.03649940262843489, "loss": 0.0195, "step": 12490 }, { "epoch": 201.61, "learning_rate": 0.03643966547192354, "loss": 0.0044, "step": 12500 }, { "epoch": 201.77, "learning_rate": 0.03637992831541219, "loss": 0.0177, "step": 12510 }, { "epoch": 201.94, "learning_rate": 0.03632019115890084, "loss": 0.0096, "step": 12520 }, { "epoch": 202.0, "eval_acc": 0.8976190476190476, "eval_class_acc": [ 0.9642857142857143, 0.9666666666666667, 0.7272727272727273, 0.8214285714285714, 0.8518518518518519, 0.8571428571428571, 0.6296296296296297, 0.7916666666666666, 0.8275862068965517, 0.9615384615384616, 0.84375, 0.8846153846153846, 0.8484848484848485, 0.8620689655172413, 0.9230769230769231, 0.8928571428571429, 0.9375, 0.9722222222222222, 0.9354838709677419, 0.9333333333333333, 0.8787878787878788, 0.9444444444444444, 1.0, 1.0, 0.8214285714285714, 1.0, 0.9736842105263158, 1.0 ], "eval_loss": 0.579955518245697, "eval_video_acc": 0.8976190476190476, "step": 12524 }, { "epoch": 202.1, "learning_rate": 0.03626045400238949, "loss": 0.0159, "step": 12530 }, { "epoch": 202.26, "learning_rate": 0.03620071684587813, "loss": 0.0256, "step": 12540 }, { "epoch": 202.42, "learning_rate": 0.03614097968936679, "loss": 0.0443, "step": 12550 }, { "epoch": 202.58, "learning_rate": 0.03608124253285543, "loss": 0.0425, "step": 12560 }, { "epoch": 202.74, "learning_rate": 0.03602150537634409, "loss": 0.0038, "step": 12570 }, { "epoch": 202.9, "learning_rate": 0.035961768219832733, "loss": 0.0514, "step": 12580 }, { "epoch": 203.0, "eval_acc": 0.8821428571428571, "eval_class_acc": [ 0.9642857142857143, 0.9666666666666667, 0.6060606060606061, 0.9642857142857143, 0.7777777777777778, 0.9285714285714286, 0.7037037037037037, 0.7916666666666666, 0.4482758620689655, 1.0, 0.8125, 0.8846153846153846, 0.9696969696969697, 0.8275862068965517, 0.9615384615384616, 0.9285714285714286, 0.71875, 0.8611111111111112, 0.9354838709677419, 0.8666666666666667, 0.9393939393939394, 0.9722222222222222, 1.0, 1.0, 0.9285714285714286, 1.0, 0.9473684210526315, 0.9714285714285714 ], "eval_loss": 0.663033127784729, "eval_video_acc": 0.8821428571428571, "step": 12586 }, { "epoch": 203.06, "learning_rate": 0.03590203106332139, "loss": 0.0368, "step": 12590 }, { "epoch": 203.23, "learning_rate": 0.035842293906810034, "loss": 0.0111, "step": 12600 }, { "epoch": 203.39, "learning_rate": 0.03578255675029869, "loss": 0.0194, "step": 12610 }, { "epoch": 203.55, "learning_rate": 0.035722819593787335, "loss": 0.0338, "step": 12620 }, { "epoch": 203.71, "learning_rate": 0.035663082437275985, "loss": 0.0049, "step": 12630 }, { "epoch": 203.87, "learning_rate": 0.035603345280764635, "loss": 0.0156, "step": 12640 }, { "epoch": 204.0, "eval_acc": 0.8809523809523809, "eval_class_acc": [ 0.9642857142857143, 0.9333333333333333, 0.7272727272727273, 0.9642857142857143, 0.8148148148148148, 0.8571428571428571, 0.7407407407407407, 0.7916666666666666, 0.41379310344827586, 1.0, 0.75, 0.9230769230769231, 0.9696969696969697, 0.8275862068965517, 0.9230769230769231, 0.9285714285714286, 0.78125, 0.9166666666666666, 0.9032258064516129, 0.8666666666666667, 0.8787878787878788, 0.8888888888888888, 1.0, 1.0, 0.9285714285714286, 1.0, 0.9473684210526315, 1.0 ], "eval_loss": 0.8344664573669434, "eval_video_acc": 0.8809523809523809, "step": 12648 }, { "epoch": 204.03, "learning_rate": 0.035543608124253286, "loss": 0.0443, "step": 12650 }, { "epoch": 204.19, "learning_rate": 0.035483870967741936, "loss": 0.0082, "step": 12660 }, { "epoch": 204.35, "learning_rate": 0.035424133811230586, "loss": 0.0211, "step": 12670 }, { "epoch": 204.52, "learning_rate": 0.035364396654719236, "loss": 0.0144, "step": 12680 }, { "epoch": 204.68, "learning_rate": 0.03530465949820789, "loss": 0.026, "step": 12690 }, { "epoch": 204.84, "learning_rate": 0.03524492234169654, "loss": 0.0077, "step": 12700 }, { "epoch": 205.0, "learning_rate": 0.03518518518518519, "loss": 0.0162, "step": 12710 }, { "epoch": 205.0, "eval_acc": 0.8988095238095238, "eval_class_acc": [ 1.0, 0.9666666666666667, 0.5757575757575758, 0.8571428571428571, 0.7777777777777778, 0.8571428571428571, 0.7407407407407407, 0.75, 0.7241379310344828, 0.9230769230769231, 0.84375, 0.9615384615384616, 0.8484848484848485, 0.896551724137931, 0.9615384615384616, 0.9642857142857143, 0.84375, 0.9444444444444444, 0.9032258064516129, 0.9666666666666667, 0.9696969696969697, 1.0, 1.0, 1.0, 0.8928571428571429, 1.0, 0.9736842105263158, 0.9714285714285714 ], "eval_loss": 0.6676235795021057, "eval_video_acc": 0.8988095238095238, "step": 12710 }, { "epoch": 205.16, "learning_rate": 0.03512544802867384, "loss": 0.0222, "step": 12720 }, { "epoch": 205.32, "learning_rate": 0.03506571087216249, "loss": 0.0063, "step": 12730 }, { "epoch": 205.48, "learning_rate": 0.03500597371565114, "loss": 0.0056, "step": 12740 }, { "epoch": 205.65, "learning_rate": 0.03494623655913979, "loss": 0.0097, "step": 12750 }, { "epoch": 205.81, "learning_rate": 0.03488649940262844, "loss": 0.0115, "step": 12760 }, { "epoch": 205.97, "learning_rate": 0.03482676224611708, "loss": 0.0265, "step": 12770 }, { "epoch": 206.0, "eval_acc": 0.875, "eval_class_acc": [ 0.9642857142857143, 0.9666666666666667, 0.5454545454545454, 0.9285714285714286, 0.8148148148148148, 0.8571428571428571, 0.8148148148148148, 0.75, 0.5172413793103449, 1.0, 0.90625, 0.8461538461538461, 0.8181818181818182, 0.896551724137931, 0.7307692307692307, 0.9642857142857143, 0.8125, 0.8888888888888888, 0.9032258064516129, 0.8, 0.9090909090909091, 0.9722222222222222, 1.0, 1.0, 0.9285714285714286, 1.0, 0.9473684210526315, 0.9714285714285714 ], "eval_loss": 0.6352972388267517, "eval_video_acc": 0.875, "step": 12772 }, { "epoch": 206.13, "learning_rate": 0.03476702508960574, "loss": 0.0038, "step": 12780 }, { "epoch": 206.29, "learning_rate": 0.03470728793309438, "loss": 0.0086, "step": 12790 }, { "epoch": 206.45, "learning_rate": 0.03464755077658304, "loss": 0.0115, "step": 12800 }, { "epoch": 206.61, "learning_rate": 0.034587813620071683, "loss": 0.002, "step": 12810 }, { "epoch": 206.77, "learning_rate": 0.03452807646356034, "loss": 0.0238, "step": 12820 }, { "epoch": 206.94, "learning_rate": 0.034468339307048984, "loss": 0.0016, "step": 12830 }, { "epoch": 207.0, "eval_acc": 0.8964285714285715, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.6060606060606061, 0.8571428571428571, 0.7777777777777778, 0.8928571428571429, 0.7037037037037037, 0.6666666666666666, 0.6896551724137931, 0.9615384615384616, 0.8125, 0.9230769230769231, 1.0, 0.8275862068965517, 0.9615384615384616, 0.9285714285714286, 0.875, 0.9444444444444444, 0.9354838709677419, 0.9, 0.9696969696969697, 1.0, 1.0, 1.0, 0.9642857142857143, 1.0, 0.9736842105263158, 0.9428571428571428 ], "eval_loss": 0.613527774810791, "eval_video_acc": 0.8964285714285715, "step": 12834 }, { "epoch": 207.1, "learning_rate": 0.03440860215053764, "loss": 0.0318, "step": 12840 }, { "epoch": 207.26, "learning_rate": 0.034348864994026285, "loss": 0.0379, "step": 12850 }, { "epoch": 207.42, "learning_rate": 0.034289127837514935, "loss": 0.0018, "step": 12860 }, { "epoch": 207.58, "learning_rate": 0.034229390681003585, "loss": 0.0325, "step": 12870 }, { "epoch": 207.74, "learning_rate": 0.034169653524492236, "loss": 0.0202, "step": 12880 }, { "epoch": 207.9, "learning_rate": 0.034109916367980886, "loss": 0.0036, "step": 12890 }, { "epoch": 208.0, "eval_acc": 0.8892857142857142, "eval_class_acc": [ 1.0, 0.9666666666666667, 0.48484848484848486, 0.8928571428571429, 0.6296296296296297, 0.75, 0.7037037037037037, 0.7916666666666666, 0.7931034482758621, 1.0, 0.8125, 0.8846153846153846, 0.8787878787878788, 0.8620689655172413, 0.9230769230769231, 0.9642857142857143, 0.9375, 0.9166666666666666, 0.9354838709677419, 0.8666666666666667, 0.9393939393939394, 1.0, 1.0, 1.0, 0.9285714285714286, 1.0, 1.0, 0.9714285714285714 ], "eval_loss": 0.6464028358459473, "eval_video_acc": 0.8892857142857142, "step": 12896 }, { "epoch": 208.06, "learning_rate": 0.034050179211469536, "loss": 0.0142, "step": 12900 }, { "epoch": 208.23, "learning_rate": 0.033990442054958186, "loss": 0.0351, "step": 12910 }, { "epoch": 208.39, "learning_rate": 0.03393070489844684, "loss": 0.0078, "step": 12920 }, { "epoch": 208.55, "learning_rate": 0.03387096774193548, "loss": 0.0321, "step": 12930 }, { "epoch": 208.71, "learning_rate": 0.03381123058542414, "loss": 0.0212, "step": 12940 }, { "epoch": 208.87, "learning_rate": 0.03375149342891278, "loss": 0.0255, "step": 12950 }, { "epoch": 209.0, "eval_acc": 0.8952380952380953, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.6666666666666666, 0.9285714285714286, 0.7777777777777778, 0.8571428571428571, 0.6666666666666666, 0.7916666666666666, 0.5862068965517241, 1.0, 0.875, 0.9230769230769231, 0.9090909090909091, 0.8275862068965517, 0.9615384615384616, 0.9642857142857143, 0.84375, 0.9166666666666666, 0.9354838709677419, 0.8333333333333334, 0.9393939393939394, 1.0, 1.0, 1.0, 0.9642857142857143, 1.0, 0.9473684210526315, 1.0 ], "eval_loss": 0.6327267289161682, "eval_video_acc": 0.8952380952380953, "step": 12958 }, { "epoch": 209.03, "learning_rate": 0.03369175627240144, "loss": 0.0053, "step": 12960 }, { "epoch": 209.19, "learning_rate": 0.03363201911589008, "loss": 0.0112, "step": 12970 }, { "epoch": 209.35, "learning_rate": 0.03357228195937874, "loss": 0.0133, "step": 12980 }, { "epoch": 209.52, "learning_rate": 0.03351254480286738, "loss": 0.0135, "step": 12990 }, { "epoch": 209.68, "learning_rate": 0.03345280764635603, "loss": 0.0195, "step": 13000 }, { "epoch": 209.84, "learning_rate": 0.03339307048984468, "loss": 0.0131, "step": 13010 }, { "epoch": 210.0, "learning_rate": 0.03333333333333333, "loss": 0.0204, "step": 13020 }, { "epoch": 210.0, "eval_acc": 0.8761904761904762, "eval_class_acc": [ 0.9642857142857143, 0.9666666666666667, 0.696969696969697, 0.8928571428571429, 0.7777777777777778, 0.8571428571428571, 0.7037037037037037, 0.7083333333333334, 0.5862068965517241, 1.0, 0.71875, 0.9615384615384616, 0.8484848484848485, 0.8620689655172413, 0.8846153846153846, 1.0, 0.875, 0.9722222222222222, 0.9032258064516129, 0.9, 0.7878787878787878, 0.9722222222222222, 0.9642857142857143, 1.0, 0.8571428571428571, 1.0, 0.868421052631579, 0.9714285714285714 ], "eval_loss": 0.729568362236023, "eval_video_acc": 0.8761904761904762, "step": 13020 }, { "epoch": 210.16, "learning_rate": 0.03327359617682198, "loss": 0.0332, "step": 13030 }, { "epoch": 210.32, "learning_rate": 0.033213859020310633, "loss": 0.0134, "step": 13040 }, { "epoch": 210.48, "learning_rate": 0.033154121863799284, "loss": 0.0195, "step": 13050 }, { "epoch": 210.65, "learning_rate": 0.033094384707287934, "loss": 0.0079, "step": 13060 }, { "epoch": 210.81, "learning_rate": 0.033034647550776584, "loss": 0.0061, "step": 13070 }, { "epoch": 210.97, "learning_rate": 0.032974910394265235, "loss": 0.0186, "step": 13080 }, { "epoch": 211.0, "eval_acc": 0.8702380952380953, "eval_class_acc": [ 0.8571428571428571, 0.9666666666666667, 0.6363636363636364, 0.8571428571428571, 0.7777777777777778, 0.8214285714285714, 0.7777777777777778, 0.6666666666666666, 0.4827586206896552, 1.0, 0.625, 0.9230769230769231, 0.8787878787878788, 0.8620689655172413, 0.8846153846153846, 0.9285714285714286, 0.75, 0.9166666666666666, 0.9032258064516129, 0.9666666666666667, 0.9393939393939394, 1.0, 1.0, 1.0, 0.9642857142857143, 1.0, 0.9473684210526315, 0.9714285714285714 ], "eval_loss": 0.7656601667404175, "eval_video_acc": 0.8702380952380953, "step": 13082 }, { "epoch": 211.13, "learning_rate": 0.032915173237753885, "loss": 0.003, "step": 13090 }, { "epoch": 211.29, "learning_rate": 0.032855436081242535, "loss": 0.0229, "step": 13100 }, { "epoch": 211.45, "learning_rate": 0.032795698924731186, "loss": 0.0232, "step": 13110 }, { "epoch": 211.61, "learning_rate": 0.032735961768219836, "loss": 0.0042, "step": 13120 }, { "epoch": 211.77, "learning_rate": 0.032676224611708486, "loss": 0.0149, "step": 13130 }, { "epoch": 211.94, "learning_rate": 0.032616487455197136, "loss": 0.011, "step": 13140 }, { "epoch": 212.0, "eval_acc": 0.8583333333333333, "eval_class_acc": [ 0.8928571428571429, 0.9333333333333333, 0.7575757575757576, 0.8928571428571429, 0.7777777777777778, 0.8928571428571429, 0.6666666666666666, 0.75, 0.41379310344827586, 1.0, 0.78125, 0.9615384615384616, 0.8484848484848485, 0.8620689655172413, 0.5769230769230769, 1.0, 0.71875, 0.8611111111111112, 0.9032258064516129, 0.9333333333333333, 0.7575757575757576, 1.0, 0.9642857142857143, 1.0, 0.8928571428571429, 1.0, 0.9210526315789473, 1.0 ], "eval_loss": 0.9301900863647461, "eval_video_acc": 0.8583333333333333, "step": 13144 }, { "epoch": 212.1, "learning_rate": 0.03255675029868579, "loss": 0.0085, "step": 13150 }, { "epoch": 212.26, "learning_rate": 0.03249701314217443, "loss": 0.0033, "step": 13160 }, { "epoch": 212.42, "learning_rate": 0.03243727598566309, "loss": 0.032, "step": 13170 }, { "epoch": 212.58, "learning_rate": 0.03237753882915173, "loss": 0.0071, "step": 13180 }, { "epoch": 212.74, "learning_rate": 0.03231780167264039, "loss": 0.0062, "step": 13190 }, { "epoch": 212.9, "learning_rate": 0.03225806451612903, "loss": 0.0004, "step": 13200 }, { "epoch": 213.0, "eval_acc": 0.8869047619047619, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.8181818181818182, 0.8928571428571429, 0.7777777777777778, 0.8928571428571429, 0.7777777777777778, 0.7916666666666666, 0.5517241379310345, 1.0, 0.8125, 0.8846153846153846, 0.7575757575757576, 0.9310344827586207, 0.8461538461538461, 0.9642857142857143, 0.84375, 0.8333333333333334, 0.9354838709677419, 0.8666666666666667, 0.9090909090909091, 0.9722222222222222, 1.0, 1.0, 0.9285714285714286, 1.0, 0.9473684210526315, 0.9714285714285714 ], "eval_loss": 0.7055392861366272, "eval_video_acc": 0.8869047619047619, "step": 13206 }, { "epoch": 213.06, "learning_rate": 0.03219832735961769, "loss": 0.0269, "step": 13210 }, { "epoch": 213.23, "learning_rate": 0.03213859020310633, "loss": 0.0016, "step": 13220 }, { "epoch": 213.39, "learning_rate": 0.03207885304659498, "loss": 0.0014, "step": 13230 }, { "epoch": 213.55, "learning_rate": 0.03201911589008363, "loss": 0.057, "step": 13240 }, { "epoch": 213.71, "learning_rate": 0.03195937873357228, "loss": 0.0007, "step": 13250 }, { "epoch": 213.87, "learning_rate": 0.03189964157706093, "loss": 0.0142, "step": 13260 }, { "epoch": 214.0, "eval_acc": 0.8833333333333333, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.7575757575757576, 0.8571428571428571, 0.7777777777777778, 0.8928571428571429, 0.6666666666666666, 0.7916666666666666, 0.4827586206896552, 1.0, 0.8125, 0.8846153846153846, 1.0, 0.7241379310344828, 0.9230769230769231, 0.9642857142857143, 0.8125, 0.8333333333333334, 0.9032258064516129, 0.9666666666666667, 0.9090909090909091, 0.9722222222222222, 1.0, 1.0, 0.8928571428571429, 1.0, 0.9473684210526315, 1.0 ], "eval_loss": 0.7257171869277954, "eval_video_acc": 0.8833333333333333, "step": 13268 }, { "epoch": 214.03, "learning_rate": 0.031839904420549583, "loss": 0.002, "step": 13270 }, { "epoch": 214.19, "learning_rate": 0.031780167264038234, "loss": 0.003, "step": 13280 }, { "epoch": 214.35, "learning_rate": 0.031720430107526884, "loss": 0.0011, "step": 13290 }, { "epoch": 214.52, "learning_rate": 0.031660692951015534, "loss": 0.0069, "step": 13300 }, { "epoch": 214.68, "learning_rate": 0.031600955794504185, "loss": 0.0174, "step": 13310 }, { "epoch": 214.84, "learning_rate": 0.03154121863799283, "loss": 0.0024, "step": 13320 }, { "epoch": 215.0, "learning_rate": 0.031481481481481485, "loss": 0.0145, "step": 13330 }, { "epoch": 215.0, "eval_acc": 0.9, "eval_class_acc": [ 0.9285714285714286, 0.9333333333333333, 0.8787878787878788, 0.8928571428571429, 0.7777777777777778, 0.8571428571428571, 0.7777777777777778, 0.75, 0.7586206896551724, 0.9615384615384616, 0.8125, 0.9230769230769231, 0.9696969696969697, 0.7931034482758621, 0.9230769230769231, 0.9285714285714286, 0.875, 0.8333333333333334, 0.9032258064516129, 0.9, 0.9090909090909091, 0.9722222222222222, 1.0, 1.0, 1.0, 1.0, 0.9210526315789473, 0.9714285714285714 ], "eval_loss": 0.5634739995002747, "eval_video_acc": 0.9, "step": 13330 }, { "epoch": 215.16, "learning_rate": 0.03142174432497013, "loss": 0.0086, "step": 13340 }, { "epoch": 215.32, "learning_rate": 0.031362007168458786, "loss": 0.0325, "step": 13350 }, { "epoch": 215.48, "learning_rate": 0.03130227001194743, "loss": 0.0587, "step": 13360 }, { "epoch": 215.65, "learning_rate": 0.031242532855436086, "loss": 0.021, "step": 13370 }, { "epoch": 215.81, "learning_rate": 0.031182795698924733, "loss": 0.0408, "step": 13380 }, { "epoch": 215.97, "learning_rate": 0.03112305854241338, "loss": 0.0153, "step": 13390 }, { "epoch": 216.0, "eval_acc": 0.8523809523809524, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.9090909090909091, 0.8928571428571429, 0.6666666666666666, 0.9285714285714286, 0.6666666666666666, 0.7083333333333334, 0.5862068965517241, 1.0, 0.65625, 0.8846153846153846, 0.8484848484848485, 0.896551724137931, 0.8076923076923077, 0.9285714285714286, 0.65625, 0.8611111111111112, 0.9032258064516129, 0.9333333333333333, 0.7575757575757576, 0.9444444444444444, 0.8928571428571429, 1.0, 0.8214285714285714, 1.0, 0.7894736842105263, 1.0 ], "eval_loss": 0.8292377591133118, "eval_video_acc": 0.8523809523809524, "step": 13392 }, { "epoch": 216.13, "learning_rate": 0.031063321385902034, "loss": 0.0203, "step": 13400 }, { "epoch": 216.29, "learning_rate": 0.03100358422939068, "loss": 0.0058, "step": 13410 }, { "epoch": 216.45, "learning_rate": 0.030943847072879335, "loss": 0.0045, "step": 13420 }, { "epoch": 216.61, "learning_rate": 0.03088410991636798, "loss": 0.001, "step": 13430 }, { "epoch": 216.77, "learning_rate": 0.030824372759856635, "loss": 0.011, "step": 13440 }, { "epoch": 216.94, "learning_rate": 0.030764635603345282, "loss": 0.0389, "step": 13450 }, { "epoch": 217.0, "eval_acc": 0.8583333333333333, "eval_class_acc": [ 0.7857142857142857, 0.9666666666666667, 0.8181818181818182, 0.8928571428571429, 0.7407407407407407, 0.8928571428571429, 0.5925925925925926, 0.6666666666666666, 0.41379310344827586, 1.0, 0.8125, 0.8846153846153846, 0.6060606060606061, 1.0, 0.8076923076923077, 1.0, 0.75, 0.9166666666666666, 0.8709677419354839, 0.9, 0.9090909090909091, 0.9722222222222222, 1.0, 1.0, 0.8571428571428571, 1.0, 0.9210526315789473, 0.9714285714285714 ], "eval_loss": 0.840438723564148, "eval_video_acc": 0.8583333333333333, "step": 13454 }, { "epoch": 217.1, "learning_rate": 0.03070489844683393, "loss": 0.0115, "step": 13460 }, { "epoch": 217.26, "learning_rate": 0.030645161290322583, "loss": 0.0023, "step": 13470 }, { "epoch": 217.42, "learning_rate": 0.03058542413381123, "loss": 0.0055, "step": 13480 }, { "epoch": 217.58, "learning_rate": 0.030525686977299883, "loss": 0.0092, "step": 13490 }, { "epoch": 217.74, "learning_rate": 0.03046594982078853, "loss": 0.0004, "step": 13500 }, { "epoch": 217.9, "learning_rate": 0.030406212664277184, "loss": 0.0016, "step": 13510 }, { "epoch": 218.0, "eval_acc": 0.8738095238095238, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.7575757575757576, 0.8928571428571429, 0.7407407407407407, 0.8571428571428571, 0.5925925925925926, 0.6666666666666666, 0.6551724137931034, 1.0, 0.84375, 0.8846153846153846, 0.7575757575757576, 0.896551724137931, 0.9230769230769231, 0.9285714285714286, 0.8125, 0.8611111111111112, 0.9032258064516129, 0.8666666666666667, 0.9393939393939394, 0.9722222222222222, 1.0, 1.0, 0.8928571428571429, 1.0, 0.868421052631579, 1.0 ], "eval_loss": 0.6870865225791931, "eval_video_acc": 0.8738095238095238, "step": 13516 }, { "epoch": 218.06, "learning_rate": 0.03034647550776583, "loss": 0.0036, "step": 13520 }, { "epoch": 218.23, "learning_rate": 0.030286738351254484, "loss": 0.001, "step": 13530 }, { "epoch": 218.39, "learning_rate": 0.03022700119474313, "loss": 0.0011, "step": 13540 }, { "epoch": 218.55, "learning_rate": 0.030167264038231778, "loss": 0.0011, "step": 13550 }, { "epoch": 218.71, "learning_rate": 0.030107526881720432, "loss": 0.0038, "step": 13560 }, { "epoch": 218.87, "learning_rate": 0.03004778972520908, "loss": 0.0028, "step": 13570 }, { "epoch": 219.0, "eval_acc": 0.8785714285714286, "eval_class_acc": [ 0.9642857142857143, 0.9666666666666667, 0.7878787878787878, 0.9642857142857143, 0.7407407407407407, 0.8928571428571429, 0.6666666666666666, 0.8333333333333334, 0.5517241379310345, 1.0, 0.71875, 0.8846153846153846, 0.7878787878787878, 0.8620689655172413, 0.8846153846153846, 0.9285714285714286, 0.8125, 0.8333333333333334, 0.9354838709677419, 0.8, 0.9393939393939394, 0.9722222222222222, 1.0, 1.0, 0.8928571428571429, 1.0, 0.9736842105263158, 0.9714285714285714 ], "eval_loss": 0.6711729764938354, "eval_video_acc": 0.8785714285714286, "step": 13578 }, { "epoch": 219.03, "learning_rate": 0.029988052568697732, "loss": 0.0102, "step": 13580 }, { "epoch": 219.19, "learning_rate": 0.02992831541218638, "loss": 0.003, "step": 13590 }, { "epoch": 219.35, "learning_rate": 0.029868578255675033, "loss": 0.0061, "step": 13600 }, { "epoch": 219.52, "learning_rate": 0.02980884109916368, "loss": 0.0076, "step": 13610 }, { "epoch": 219.68, "learning_rate": 0.02974910394265233, "loss": 0.0098, "step": 13620 }, { "epoch": 219.84, "learning_rate": 0.02968936678614098, "loss": 0.0008, "step": 13630 }, { "epoch": 220.0, "learning_rate": 0.02962962962962963, "loss": 0.0293, "step": 13640 }, { "epoch": 220.0, "eval_acc": 0.8607142857142858, "eval_class_acc": [ 0.9642857142857143, 0.9666666666666667, 0.6363636363636364, 0.9285714285714286, 0.7037037037037037, 0.9285714285714286, 0.7037037037037037, 0.625, 0.5172413793103449, 1.0, 0.75, 0.8846153846153846, 0.8484848484848485, 0.8620689655172413, 0.8846153846153846, 0.9285714285714286, 0.625, 0.8055555555555556, 0.9032258064516129, 0.9, 0.9696969696969697, 1.0, 1.0, 1.0, 0.8928571428571429, 1.0, 0.8947368421052632, 0.9428571428571428 ], "eval_loss": 0.808404266834259, "eval_video_acc": 0.8607142857142858, "step": 13640 }, { "epoch": 220.16, "learning_rate": 0.02956989247311828, "loss": 0.0113, "step": 13650 }, { "epoch": 220.32, "learning_rate": 0.02951015531660693, "loss": 0.0014, "step": 13660 }, { "epoch": 220.48, "learning_rate": 0.02945041816009558, "loss": 0.0222, "step": 13670 }, { "epoch": 220.65, "learning_rate": 0.029390681003584232, "loss": 0.0111, "step": 13680 }, { "epoch": 220.81, "learning_rate": 0.02933094384707288, "loss": 0.0155, "step": 13690 }, { "epoch": 220.97, "learning_rate": 0.029271206690561533, "loss": 0.004, "step": 13700 }, { "epoch": 221.0, "eval_acc": 0.8773809523809524, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.7272727272727273, 0.8571428571428571, 0.7407407407407407, 0.8928571428571429, 0.7037037037037037, 0.6666666666666666, 0.6206896551724138, 1.0, 0.75, 0.8846153846153846, 0.8181818181818182, 0.9310344827586207, 0.9615384615384616, 0.9285714285714286, 0.6875, 0.8611111111111112, 0.9354838709677419, 0.9333333333333333, 0.9393939393939394, 1.0, 1.0, 1.0, 0.8928571428571429, 1.0, 0.9210526315789473, 0.9714285714285714 ], "eval_loss": 0.6841098070144653, "eval_video_acc": 0.8773809523809524, "step": 13702 }, { "epoch": 221.13, "learning_rate": 0.02921146953405018, "loss": 0.0003, "step": 13710 }, { "epoch": 221.29, "learning_rate": 0.029151732377538833, "loss": 0.0044, "step": 13720 }, { "epoch": 221.45, "learning_rate": 0.02909199522102748, "loss": 0.0195, "step": 13730 }, { "epoch": 221.61, "learning_rate": 0.029032258064516134, "loss": 0.0096, "step": 13740 }, { "epoch": 221.77, "learning_rate": 0.02897252090800478, "loss": 0.0078, "step": 13750 }, { "epoch": 221.94, "learning_rate": 0.028912783751493434, "loss": 0.0279, "step": 13760 }, { "epoch": 222.0, "eval_acc": 0.8892857142857142, "eval_class_acc": [ 0.9642857142857143, 0.9666666666666667, 0.9393939393939394, 0.8928571428571429, 0.8518518518518519, 0.8571428571428571, 0.7407407407407407, 0.7083333333333334, 0.4827586206896552, 1.0, 0.78125, 0.8846153846153846, 0.7575757575757576, 0.896551724137931, 0.9230769230769231, 1.0, 0.96875, 0.9166666666666666, 0.9032258064516129, 0.8333333333333334, 0.9393939393939394, 0.9444444444444444, 1.0, 1.0, 0.7857142857142857, 1.0, 0.9210526315789473, 0.9714285714285714 ], "eval_loss": 0.6252501606941223, "eval_video_acc": 0.8892857142857142, "step": 13764 }, { "epoch": 222.1, "learning_rate": 0.02885304659498208, "loss": 0.0211, "step": 13770 }, { "epoch": 222.26, "learning_rate": 0.028793309438470728, "loss": 0.0071, "step": 13780 }, { "epoch": 222.42, "learning_rate": 0.028733572281959382, "loss": 0.009, "step": 13790 }, { "epoch": 222.58, "learning_rate": 0.02867383512544803, "loss": 0.0077, "step": 13800 }, { "epoch": 222.74, "learning_rate": 0.028614097968936682, "loss": 0.0052, "step": 13810 }, { "epoch": 222.9, "learning_rate": 0.02855436081242533, "loss": 0.0018, "step": 13820 }, { "epoch": 223.0, "eval_acc": 0.8916666666666667, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.7272727272727273, 0.8571428571428571, 0.8148148148148148, 0.7857142857142857, 0.5925925925925926, 0.7916666666666666, 0.5862068965517241, 1.0, 0.6875, 0.8461538461538461, 0.8787878787878788, 0.896551724137931, 0.9230769230769231, 0.9642857142857143, 0.9375, 0.9444444444444444, 0.9354838709677419, 0.9333333333333333, 0.9393939393939394, 1.0, 1.0, 1.0, 0.9642857142857143, 1.0, 0.9736842105263158, 1.0 ], "eval_loss": 0.5704547166824341, "eval_video_acc": 0.8916666666666667, "step": 13826 }, { "epoch": 223.06, "learning_rate": 0.028494623655913983, "loss": 0.0112, "step": 13830 }, { "epoch": 223.23, "learning_rate": 0.02843488649940263, "loss": 0.0038, "step": 13840 }, { "epoch": 223.39, "learning_rate": 0.028375149342891277, "loss": 0.0031, "step": 13850 }, { "epoch": 223.55, "learning_rate": 0.02831541218637993, "loss": 0.0188, "step": 13860 }, { "epoch": 223.71, "learning_rate": 0.028255675029868577, "loss": 0.0003, "step": 13870 }, { "epoch": 223.87, "learning_rate": 0.02819593787335723, "loss": 0.0011, "step": 13880 }, { "epoch": 224.0, "eval_acc": 0.8869047619047619, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.7272727272727273, 0.8571428571428571, 0.8148148148148148, 0.8571428571428571, 0.7037037037037037, 0.6666666666666666, 0.5862068965517241, 1.0, 0.71875, 0.8461538461538461, 0.7878787878787878, 0.9310344827586207, 0.9230769230769231, 0.9642857142857143, 0.90625, 0.9722222222222222, 0.9354838709677419, 0.9333333333333333, 0.9393939393939394, 0.9444444444444444, 1.0, 1.0, 0.8928571428571429, 1.0, 0.9473684210526315, 1.0 ], "eval_loss": 0.6751943826675415, "eval_video_acc": 0.8869047619047619, "step": 13888 }, { "epoch": 224.03, "learning_rate": 0.028136200716845878, "loss": 0.0066, "step": 13890 }, { "epoch": 224.19, "learning_rate": 0.02807646356033453, "loss": 0.0057, "step": 13900 }, { "epoch": 224.35, "learning_rate": 0.02801672640382318, "loss": 0.0013, "step": 13910 }, { "epoch": 224.52, "learning_rate": 0.027956989247311825, "loss": 0.0016, "step": 13920 }, { "epoch": 224.68, "learning_rate": 0.02789725209080048, "loss": 0.0142, "step": 13930 }, { "epoch": 224.84, "learning_rate": 0.027837514934289126, "loss": 0.0026, "step": 13940 }, { "epoch": 225.0, "learning_rate": 0.02777777777777778, "loss": 0.0008, "step": 13950 }, { "epoch": 225.0, "eval_acc": 0.8940476190476191, "eval_class_acc": [ 0.9642857142857143, 0.9666666666666667, 0.696969696969697, 0.8571428571428571, 0.7777777777777778, 0.8928571428571429, 0.7037037037037037, 0.7083333333333334, 0.6206896551724138, 1.0, 0.90625, 0.8846153846153846, 0.8787878787878788, 0.7241379310344828, 0.9615384615384616, 0.9285714285714286, 0.875, 0.9444444444444444, 0.9354838709677419, 0.9, 0.9090909090909091, 0.9722222222222222, 1.0, 1.0, 0.9642857142857143, 1.0, 1.0, 0.9714285714285714 ], "eval_loss": 0.5855914354324341, "eval_video_acc": 0.8940476190476191, "step": 13950 }, { "epoch": 225.16, "learning_rate": 0.027718040621266427, "loss": 0.008, "step": 13960 }, { "epoch": 225.32, "learning_rate": 0.02765830346475508, "loss": 0.0027, "step": 13970 }, { "epoch": 225.48, "learning_rate": 0.027598566308243727, "loss": 0.0046, "step": 13980 }, { "epoch": 225.65, "learning_rate": 0.02753882915173238, "loss": 0.0114, "step": 13990 }, { "epoch": 225.81, "learning_rate": 0.027479091995221028, "loss": 0.0034, "step": 14000 }, { "epoch": 225.97, "learning_rate": 0.027419354838709678, "loss": 0.0155, "step": 14010 }, { "epoch": 226.0, "eval_acc": 0.8785714285714286, "eval_class_acc": [ 0.9642857142857143, 0.9666666666666667, 0.6666666666666666, 0.9285714285714286, 0.7777777777777778, 0.9285714285714286, 0.7777777777777778, 0.75, 0.5172413793103449, 1.0, 0.75, 0.8846153846153846, 0.7575757575757576, 0.9655172413793104, 0.9230769230769231, 1.0, 0.6875, 0.8611111111111112, 0.9032258064516129, 0.9, 0.9393939393939394, 0.9444444444444444, 0.9642857142857143, 1.0, 0.8928571428571429, 1.0, 0.9473684210526315, 1.0 ], "eval_loss": 0.7082388997077942, "eval_video_acc": 0.8785714285714286, "step": 14012 }, { "epoch": 226.13, "learning_rate": 0.02735961768219833, "loss": 0.0173, "step": 14020 }, { "epoch": 226.29, "learning_rate": 0.02729988052568698, "loss": 0.0007, "step": 14030 }, { "epoch": 226.45, "learning_rate": 0.02724014336917563, "loss": 0.0004, "step": 14040 }, { "epoch": 226.61, "learning_rate": 0.02718040621266428, "loss": 0.01, "step": 14050 }, { "epoch": 226.77, "learning_rate": 0.02712066905615293, "loss": 0.0141, "step": 14060 }, { "epoch": 226.94, "learning_rate": 0.02706093189964158, "loss": 0.0014, "step": 14070 }, { "epoch": 227.0, "eval_acc": 0.8904761904761904, "eval_class_acc": [ 0.9642857142857143, 0.9666666666666667, 0.7272727272727273, 0.8571428571428571, 0.7777777777777778, 0.8928571428571429, 0.7037037037037037, 0.75, 0.7241379310344828, 1.0, 0.65625, 0.8846153846153846, 0.9090909090909091, 0.8275862068965517, 0.9230769230769231, 1.0, 0.71875, 0.9444444444444444, 0.9354838709677419, 0.9666666666666667, 0.9393939393939394, 0.9722222222222222, 1.0, 1.0, 0.9642857142857143, 0.9666666666666667, 0.9473684210526315, 0.9714285714285714 ], "eval_loss": 0.6044578552246094, "eval_video_acc": 0.8904761904761904, "step": 14074 }, { "epoch": 227.1, "learning_rate": 0.027001194743130227, "loss": 0.0033, "step": 14080 }, { "epoch": 227.26, "learning_rate": 0.02694145758661888, "loss": 0.0028, "step": 14090 }, { "epoch": 227.42, "learning_rate": 0.026881720430107527, "loss": 0.0034, "step": 14100 }, { "epoch": 227.58, "learning_rate": 0.02682198327359618, "loss": 0.0027, "step": 14110 }, { "epoch": 227.74, "learning_rate": 0.026762246117084828, "loss": 0.0037, "step": 14120 }, { "epoch": 227.9, "learning_rate": 0.02670250896057348, "loss": 0.0207, "step": 14130 }, { "epoch": 228.0, "eval_acc": 0.8976190476190476, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.7272727272727273, 0.8214285714285714, 0.7777777777777778, 0.8571428571428571, 0.7777777777777778, 0.7916666666666666, 0.5862068965517241, 1.0, 0.84375, 0.8846153846153846, 0.8787878787878788, 0.9310344827586207, 0.9230769230769231, 0.9285714285714286, 0.90625, 0.9722222222222222, 0.8709677419354839, 0.9666666666666667, 0.9393939393939394, 0.9444444444444444, 1.0, 1.0, 0.8928571428571429, 1.0, 0.9473684210526315, 1.0 ], "eval_loss": 0.6037551760673523, "eval_video_acc": 0.8976190476190476, "step": 14136 }, { "epoch": 228.06, "learning_rate": 0.02664277180406213, "loss": 0.0052, "step": 14140 }, { "epoch": 228.23, "learning_rate": 0.026583034647550775, "loss": 0.011, "step": 14150 }, { "epoch": 228.39, "learning_rate": 0.02652329749103943, "loss": 0.0241, "step": 14160 }, { "epoch": 228.55, "learning_rate": 0.026463560334528076, "loss": 0.0146, "step": 14170 }, { "epoch": 228.71, "learning_rate": 0.02640382317801673, "loss": 0.0161, "step": 14180 }, { "epoch": 228.87, "learning_rate": 0.026344086021505377, "loss": 0.0017, "step": 14190 }, { "epoch": 229.0, "eval_acc": 0.8916666666666667, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.7272727272727273, 0.9642857142857143, 0.8148148148148148, 0.8928571428571429, 0.8518518518518519, 0.7916666666666666, 0.6206896551724138, 1.0, 0.8125, 0.8461538461538461, 0.8787878787878788, 0.8620689655172413, 0.9230769230769231, 0.9285714285714286, 0.71875, 0.8333333333333334, 0.9032258064516129, 0.8333333333333334, 0.9696969696969697, 1.0, 1.0, 1.0, 0.9285714285714286, 1.0, 0.9473684210526315, 1.0 ], "eval_loss": 0.5785290002822876, "eval_video_acc": 0.8916666666666667, "step": 14198 }, { "epoch": 229.03, "learning_rate": 0.02628434886499403, "loss": 0.0691, "step": 14200 }, { "epoch": 229.19, "learning_rate": 0.026224611708482677, "loss": 0.0137, "step": 14210 }, { "epoch": 229.35, "learning_rate": 0.02616487455197133, "loss": 0.0031, "step": 14220 }, { "epoch": 229.52, "learning_rate": 0.026105137395459978, "loss": 0.0112, "step": 14230 }, { "epoch": 229.68, "learning_rate": 0.026045400238948625, "loss": 0.006, "step": 14240 }, { "epoch": 229.84, "learning_rate": 0.02598566308243728, "loss": 0.0102, "step": 14250 }, { "epoch": 230.0, "learning_rate": 0.025925925925925925, "loss": 0.0033, "step": 14260 }, { "epoch": 230.0, "eval_acc": 0.8940476190476191, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.8181818181818182, 0.8928571428571429, 0.8148148148148148, 0.8571428571428571, 0.6666666666666666, 0.7916666666666666, 0.5862068965517241, 1.0, 0.78125, 0.9230769230769231, 0.8787878787878788, 0.9310344827586207, 0.9230769230769231, 0.9642857142857143, 0.84375, 0.8055555555555556, 0.9354838709677419, 0.8666666666666667, 0.9696969696969697, 1.0, 1.0, 1.0, 0.9285714285714286, 1.0, 0.9473684210526315, 0.9714285714285714 ], "eval_loss": 0.6002181172370911, "eval_video_acc": 0.8940476190476191, "step": 14260 }, { "epoch": 230.16, "learning_rate": 0.02586618876941458, "loss": 0.0017, "step": 14270 }, { "epoch": 230.32, "learning_rate": 0.025806451612903226, "loss": 0.0021, "step": 14280 }, { "epoch": 230.48, "learning_rate": 0.02574671445639188, "loss": 0.0016, "step": 14290 }, { "epoch": 230.65, "learning_rate": 0.025686977299880526, "loss": 0.0019, "step": 14300 }, { "epoch": 230.81, "learning_rate": 0.025627240143369173, "loss": 0.0015, "step": 14310 }, { "epoch": 230.97, "learning_rate": 0.025567502986857827, "loss": 0.004, "step": 14320 }, { "epoch": 231.0, "eval_acc": 0.8857142857142857, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.7272727272727273, 0.9285714285714286, 0.7777777777777778, 0.8214285714285714, 0.6666666666666666, 0.7916666666666666, 0.5172413793103449, 1.0, 0.84375, 0.8846153846153846, 0.8484848484848485, 0.9310344827586207, 0.9230769230769231, 0.9285714285714286, 0.8125, 0.9166666666666666, 0.9032258064516129, 0.9, 0.9393939393939394, 1.0, 0.9642857142857143, 1.0, 0.8928571428571429, 1.0, 0.9210526315789473, 1.0 ], "eval_loss": 0.6896018385887146, "eval_video_acc": 0.8857142857142857, "step": 14322 }, { "epoch": 231.13, "learning_rate": 0.025507765830346474, "loss": 0.0038, "step": 14330 }, { "epoch": 231.29, "learning_rate": 0.025448028673835128, "loss": 0.0046, "step": 14340 }, { "epoch": 231.45, "learning_rate": 0.025388291517323774, "loss": 0.0002, "step": 14350 }, { "epoch": 231.61, "learning_rate": 0.025328554360812428, "loss": 0.0059, "step": 14360 }, { "epoch": 231.77, "learning_rate": 0.025268817204301075, "loss": 0.0007, "step": 14370 }, { "epoch": 231.94, "learning_rate": 0.025209080047789725, "loss": 0.0024, "step": 14380 }, { "epoch": 232.0, "eval_acc": 0.8892857142857142, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.7575757575757576, 0.9642857142857143, 0.7777777777777778, 0.8571428571428571, 0.6666666666666666, 0.7916666666666666, 0.6206896551724138, 1.0, 0.625, 0.8846153846153846, 0.7878787878787878, 0.9655172413793104, 0.9230769230769231, 0.9642857142857143, 0.8125, 0.9166666666666666, 0.9354838709677419, 0.8666666666666667, 0.9696969696969697, 1.0, 1.0, 1.0, 0.9285714285714286, 1.0, 0.9473684210526315, 1.0 ], "eval_loss": 0.6137545704841614, "eval_video_acc": 0.8892857142857142, "step": 14384 }, { "epoch": 232.1, "learning_rate": 0.025149342891278376, "loss": 0.0002, "step": 14390 }, { "epoch": 232.26, "learning_rate": 0.025089605734767026, "loss": 0.001, "step": 14400 }, { "epoch": 232.42, "learning_rate": 0.025029868578255676, "loss": 0.0016, "step": 14410 }, { "epoch": 232.58, "learning_rate": 0.024970131421744327, "loss": 0.0079, "step": 14420 }, { "epoch": 232.74, "learning_rate": 0.024910394265232977, "loss": 0.0032, "step": 14430 }, { "epoch": 232.9, "learning_rate": 0.024850657108721627, "loss": 0.0006, "step": 14440 }, { "epoch": 233.0, "eval_acc": 0.888095238095238, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.7878787878787878, 0.9285714285714286, 0.7777777777777778, 0.8571428571428571, 0.7037037037037037, 0.7916666666666666, 0.5517241379310345, 1.0, 0.65625, 0.9615384615384616, 0.7878787878787878, 0.9655172413793104, 0.9230769230769231, 1.0, 0.84375, 0.9166666666666666, 0.9032258064516129, 0.8666666666666667, 0.9696969696969697, 1.0, 0.9642857142857143, 1.0, 0.8928571428571429, 1.0, 0.9210526315789473, 0.9714285714285714 ], "eval_loss": 0.6681603789329529, "eval_video_acc": 0.888095238095238, "step": 14446 }, { "epoch": 233.06, "learning_rate": 0.024790919952210277, "loss": 0.0009, "step": 14450 }, { "epoch": 233.23, "learning_rate": 0.024731182795698928, "loss": 0.0033, "step": 14460 }, { "epoch": 233.39, "learning_rate": 0.024671445639187578, "loss": 0.002, "step": 14470 }, { "epoch": 233.55, "learning_rate": 0.02461170848267623, "loss": 0.0004, "step": 14480 }, { "epoch": 233.71, "learning_rate": 0.02455197132616488, "loss": 0.0005, "step": 14490 }, { "epoch": 233.87, "learning_rate": 0.024492234169653525, "loss": 0.0029, "step": 14500 }, { "epoch": 234.0, "eval_acc": 0.8988095238095238, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.7878787878787878, 0.9285714285714286, 0.8148148148148148, 0.8928571428571429, 0.7407407407407407, 0.7916666666666666, 0.5517241379310345, 1.0, 0.875, 0.8846153846153846, 0.7272727272727273, 0.9655172413793104, 0.9615384615384616, 0.9285714285714286, 0.90625, 0.9444444444444444, 0.9354838709677419, 0.8666666666666667, 0.9696969696969697, 0.9166666666666666, 1.0, 1.0, 0.9642857142857143, 0.9666666666666667, 0.9210526315789473, 1.0 ], "eval_loss": 0.5651774406433105, "eval_video_acc": 0.8988095238095238, "step": 14508 }, { "epoch": 234.03, "learning_rate": 0.024432497013142176, "loss": 0.0004, "step": 14510 }, { "epoch": 234.19, "learning_rate": 0.024372759856630826, "loss": 0.0011, "step": 14520 }, { "epoch": 234.35, "learning_rate": 0.024313022700119476, "loss": 0.0015, "step": 14530 }, { "epoch": 234.52, "learning_rate": 0.024253285543608127, "loss": 0.0032, "step": 14540 }, { "epoch": 234.68, "learning_rate": 0.024193548387096777, "loss": 0.0009, "step": 14550 }, { "epoch": 234.84, "learning_rate": 0.024133811230585427, "loss": 0.001, "step": 14560 }, { "epoch": 235.0, "learning_rate": 0.024074074074074074, "loss": 0.0033, "step": 14570 }, { "epoch": 235.0, "eval_acc": 0.8869047619047619, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.7575757575757576, 0.8928571428571429, 0.8148148148148148, 0.7857142857142857, 0.6666666666666666, 0.7916666666666666, 0.5172413793103449, 1.0, 0.8125, 0.8461538461538461, 0.7575757575757576, 0.9655172413793104, 0.9615384615384616, 0.8928571428571429, 0.90625, 0.9722222222222222, 0.9354838709677419, 0.8666666666666667, 0.9696969696969697, 1.0, 1.0, 1.0, 0.9285714285714286, 1.0, 0.868421052631579, 0.9714285714285714 ], "eval_loss": 0.6248698234558105, "eval_video_acc": 0.8869047619047619, "step": 14570 }, { "epoch": 235.16, "learning_rate": 0.024014336917562724, "loss": 0.0009, "step": 14580 }, { "epoch": 235.32, "learning_rate": 0.023954599761051375, "loss": 0.0079, "step": 14590 }, { "epoch": 235.48, "learning_rate": 0.023894862604540025, "loss": 0.0009, "step": 14600 }, { "epoch": 235.65, "learning_rate": 0.023835125448028675, "loss": 0.0024, "step": 14610 }, { "epoch": 235.81, "learning_rate": 0.023775388291517326, "loss": 0.0032, "step": 14620 }, { "epoch": 235.97, "learning_rate": 0.023715651135005976, "loss": 0.0181, "step": 14630 }, { "epoch": 236.0, "eval_acc": 0.8976190476190476, "eval_class_acc": [ 0.9285714285714286, 0.9333333333333333, 0.8181818181818182, 0.8214285714285714, 0.8148148148148148, 0.8571428571428571, 0.7777777777777778, 0.7083333333333334, 0.5862068965517241, 0.9615384615384616, 0.8125, 0.9230769230769231, 0.8181818181818182, 0.896551724137931, 0.9615384615384616, 0.9642857142857143, 0.90625, 0.9444444444444444, 0.9032258064516129, 0.9666666666666667, 0.9696969696969697, 1.0, 1.0, 1.0, 0.9285714285714286, 1.0, 0.8947368421052632, 0.9714285714285714 ], "eval_loss": 0.6134015321731567, "eval_video_acc": 0.8976190476190476, "step": 14632 }, { "epoch": 236.13, "learning_rate": 0.023655913978494626, "loss": 0.0017, "step": 14640 }, { "epoch": 236.29, "learning_rate": 0.023596176821983273, "loss": 0.0022, "step": 14650 }, { "epoch": 236.45, "learning_rate": 0.023536439665471923, "loss": 0.0034, "step": 14660 }, { "epoch": 236.61, "learning_rate": 0.023476702508960574, "loss": 0.0033, "step": 14670 }, { "epoch": 236.77, "learning_rate": 0.023416965352449224, "loss": 0.0018, "step": 14680 }, { "epoch": 236.94, "learning_rate": 0.023357228195937874, "loss": 0.0168, "step": 14690 }, { "epoch": 237.0, "eval_acc": 0.8797619047619047, "eval_class_acc": [ 0.8928571428571429, 0.9666666666666667, 0.7272727272727273, 0.9285714285714286, 0.7777777777777778, 0.8571428571428571, 0.48148148148148145, 0.6666666666666666, 0.5862068965517241, 1.0, 0.78125, 0.9230769230769231, 0.7878787878787878, 0.9655172413793104, 0.9230769230769231, 0.9642857142857143, 0.8125, 0.9444444444444444, 0.9354838709677419, 0.9, 0.9393939393939394, 1.0, 1.0, 1.0, 0.8928571428571429, 1.0, 0.8947368421052632, 1.0 ], "eval_loss": 0.6931940317153931, "eval_video_acc": 0.8797619047619047, "step": 14694 }, { "epoch": 237.1, "learning_rate": 0.023297491039426525, "loss": 0.0003, "step": 14700 }, { "epoch": 237.26, "learning_rate": 0.023237753882915175, "loss": 0.0105, "step": 14710 }, { "epoch": 237.42, "learning_rate": 0.023178016726403825, "loss": 0.0004, "step": 14720 }, { "epoch": 237.58, "learning_rate": 0.023118279569892472, "loss": 0.0032, "step": 14730 }, { "epoch": 237.74, "learning_rate": 0.023058542413381122, "loss": 0.0011, "step": 14740 }, { "epoch": 237.9, "learning_rate": 0.022998805256869773, "loss": 0.0025, "step": 14750 }, { "epoch": 238.0, "eval_acc": 0.888095238095238, "eval_class_acc": [ 1.0, 0.9666666666666667, 0.6666666666666666, 0.9285714285714286, 0.7407407407407407, 0.8214285714285714, 0.6666666666666666, 0.625, 0.6551724137931034, 0.9615384615384616, 0.8125, 0.8846153846153846, 0.7878787878787878, 0.896551724137931, 0.9615384615384616, 0.9285714285714286, 0.875, 0.8888888888888888, 0.9354838709677419, 0.9, 0.9393939393939394, 1.0, 1.0, 1.0, 0.9642857142857143, 1.0, 0.9736842105263158, 1.0 ], "eval_loss": 0.5850703120231628, "eval_video_acc": 0.888095238095238, "step": 14756 }, { "epoch": 238.06, "learning_rate": 0.022939068100358423, "loss": 0.0019, "step": 14760 }, { "epoch": 238.23, "learning_rate": 0.022879330943847073, "loss": 0.0122, "step": 14770 }, { "epoch": 238.39, "learning_rate": 0.022819593787335724, "loss": 0.0034, "step": 14780 }, { "epoch": 238.55, "learning_rate": 0.022759856630824374, "loss": 0.0073, "step": 14790 }, { "epoch": 238.71, "learning_rate": 0.022700119474313024, "loss": 0.0127, "step": 14800 }, { "epoch": 238.87, "learning_rate": 0.022640382317801674, "loss": 0.0011, "step": 14810 }, { "epoch": 239.0, "eval_acc": 0.9011904761904762, "eval_class_acc": [ 0.9642857142857143, 0.9666666666666667, 0.7272727272727273, 0.8214285714285714, 0.7777777777777778, 0.8928571428571429, 0.8148148148148148, 0.7916666666666666, 0.6206896551724138, 0.9615384615384616, 0.8125, 0.8846153846153846, 0.8181818181818182, 0.9310344827586207, 0.9615384615384616, 0.9642857142857143, 0.84375, 0.8888888888888888, 0.9032258064516129, 0.9666666666666667, 0.9696969696969697, 1.0, 1.0, 1.0, 0.9285714285714286, 1.0, 0.9736842105263158, 1.0 ], "eval_loss": 0.5298586487770081, "eval_video_acc": 0.9011904761904762, "step": 14818 }, { "epoch": 239.03, "learning_rate": 0.022580645161290325, "loss": 0.0006, "step": 14820 }, { "epoch": 239.19, "learning_rate": 0.022520908004778975, "loss": 0.0014, "step": 14830 }, { "epoch": 239.35, "learning_rate": 0.022461170848267625, "loss": 0.0041, "step": 14840 }, { "epoch": 239.52, "learning_rate": 0.022401433691756276, "loss": 0.0004, "step": 14850 }, { "epoch": 239.68, "learning_rate": 0.022341696535244926, "loss": 0.0006, "step": 14860 }, { "epoch": 239.84, "learning_rate": 0.022281959378733576, "loss": 0.0014, "step": 14870 }, { "epoch": 240.0, "learning_rate": 0.022222222222222223, "loss": 0.0005, "step": 14880 }, { "epoch": 240.0, "eval_acc": 0.8857142857142857, "eval_class_acc": [ 0.9642857142857143, 0.9666666666666667, 0.8181818181818182, 0.9285714285714286, 0.7777777777777778, 0.8928571428571429, 0.5925925925925926, 0.7916666666666666, 0.5517241379310345, 1.0, 0.75, 0.8846153846153846, 0.7575757575757576, 0.9655172413793104, 0.9615384615384616, 0.9642857142857143, 0.84375, 0.8055555555555556, 0.9354838709677419, 0.8, 0.9393939393939394, 1.0, 1.0, 1.0, 0.9285714285714286, 1.0, 0.9736842105263158, 0.9714285714285714 ], "eval_loss": 0.5966967344284058, "eval_video_acc": 0.8857142857142857, "step": 14880 }, { "epoch": 240.16, "learning_rate": 0.022162485065710873, "loss": 0.0017, "step": 14890 }, { "epoch": 240.32, "learning_rate": 0.022102747909199524, "loss": 0.0023, "step": 14900 }, { "epoch": 240.48, "learning_rate": 0.022043010752688174, "loss": 0.0042, "step": 14910 }, { "epoch": 240.65, "learning_rate": 0.021983273596176824, "loss": 0.0016, "step": 14920 }, { "epoch": 240.81, "learning_rate": 0.021923536439665475, "loss": 0.0007, "step": 14930 }, { "epoch": 240.97, "learning_rate": 0.021863799283154125, "loss": 0.0023, "step": 14940 }, { "epoch": 241.0, "eval_acc": 0.8940476190476191, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.7575757575757576, 0.9285714285714286, 0.8148148148148148, 0.9285714285714286, 0.7777777777777778, 0.7083333333333334, 0.5517241379310345, 0.9615384615384616, 0.84375, 0.8846153846153846, 0.7575757575757576, 0.896551724137931, 0.9615384615384616, 0.8928571428571429, 0.90625, 0.8888888888888888, 0.9354838709677419, 0.9, 0.9696969696969697, 0.9722222222222222, 1.0, 1.0, 0.9285714285714286, 1.0, 0.9210526315789473, 1.0 ], "eval_loss": 0.5890997052192688, "eval_video_acc": 0.8940476190476191, "step": 14942 }, { "epoch": 241.13, "learning_rate": 0.021804062126642775, "loss": 0.0005, "step": 14950 }, { "epoch": 241.29, "learning_rate": 0.021744324970131422, "loss": 0.0084, "step": 14960 }, { "epoch": 241.45, "learning_rate": 0.021684587813620072, "loss": 0.0024, "step": 14970 }, { "epoch": 241.61, "learning_rate": 0.021624850657108723, "loss": 0.0005, "step": 14980 }, { "epoch": 241.77, "learning_rate": 0.021565113500597373, "loss": 0.002, "step": 14990 }, { "epoch": 241.94, "learning_rate": 0.021505376344086023, "loss": 0.0095, "step": 15000 }, { "epoch": 242.0, "eval_acc": 0.8964285714285715, "eval_class_acc": [ 0.8571428571428571, 0.9666666666666667, 0.7272727272727273, 0.8928571428571429, 0.8518518518518519, 0.9285714285714286, 0.7777777777777778, 0.75, 0.5862068965517241, 0.9615384615384616, 0.84375, 0.8461538461538461, 0.8181818181818182, 0.9655172413793104, 0.9615384615384616, 0.9285714285714286, 0.90625, 0.8888888888888888, 0.9354838709677419, 0.9, 0.9393939393939394, 0.9444444444444444, 1.0, 1.0, 0.9285714285714286, 1.0, 0.9473684210526315, 1.0 ], "eval_loss": 0.5618155002593994, "eval_video_acc": 0.8964285714285715, "step": 15004 }, { "epoch": 242.1, "learning_rate": 0.021445639187574674, "loss": 0.0174, "step": 15010 }, { "epoch": 242.26, "learning_rate": 0.021385902031063324, "loss": 0.0013, "step": 15020 }, { "epoch": 242.42, "learning_rate": 0.02132616487455197, "loss": 0.0005, "step": 15030 }, { "epoch": 242.58, "learning_rate": 0.02126642771804062, "loss": 0.0034, "step": 15040 }, { "epoch": 242.74, "learning_rate": 0.02120669056152927, "loss": 0.0003, "step": 15050 }, { "epoch": 242.9, "learning_rate": 0.02114695340501792, "loss": 0.0039, "step": 15060 }, { "epoch": 243.0, "eval_acc": 0.9071428571428571, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.696969696969697, 0.9285714285714286, 0.8148148148148148, 0.8928571428571429, 0.7777777777777778, 0.75, 0.8275862068965517, 0.9615384615384616, 0.75, 0.8846153846153846, 0.9696969696969697, 0.896551724137931, 0.9615384615384616, 0.8928571428571429, 0.90625, 0.9166666666666666, 0.9354838709677419, 0.9, 0.9696969696969697, 0.9722222222222222, 1.0, 1.0, 0.9285714285714286, 1.0, 0.9210526315789473, 1.0 ], "eval_loss": 0.48994070291519165, "eval_video_acc": 0.9071428571428571, "step": 15066 }, { "epoch": 243.06, "learning_rate": 0.021087216248506572, "loss": 0.0011, "step": 15070 }, { "epoch": 243.23, "learning_rate": 0.021027479091995222, "loss": 0.0014, "step": 15080 }, { "epoch": 243.39, "learning_rate": 0.020967741935483872, "loss": 0.0005, "step": 15090 }, { "epoch": 243.55, "learning_rate": 0.020908004778972523, "loss": 0.0045, "step": 15100 }, { "epoch": 243.71, "learning_rate": 0.02084826762246117, "loss": 0.0007, "step": 15110 }, { "epoch": 243.87, "learning_rate": 0.02078853046594982, "loss": 0.0066, "step": 15120 }, { "epoch": 244.0, "eval_acc": 0.8857142857142857, "eval_class_acc": [ 0.8928571428571429, 0.9666666666666667, 0.7272727272727273, 0.9285714285714286, 0.8518518518518519, 0.8214285714285714, 0.6666666666666666, 0.75, 0.6551724137931034, 0.9615384615384616, 0.71875, 0.8846153846153846, 0.8787878787878788, 0.9310344827586207, 0.9230769230769231, 0.9285714285714286, 0.84375, 0.9166666666666666, 0.9032258064516129, 0.9, 0.9696969696969697, 0.9444444444444444, 1.0, 1.0, 0.8571428571428571, 1.0, 0.9473684210526315, 0.9714285714285714 ], "eval_loss": 0.5941447019577026, "eval_video_acc": 0.8857142857142857, "step": 15128 }, { "epoch": 244.03, "learning_rate": 0.02072879330943847, "loss": 0.0012, "step": 15130 }, { "epoch": 244.19, "learning_rate": 0.02066905615292712, "loss": 0.0004, "step": 15140 }, { "epoch": 244.35, "learning_rate": 0.02060931899641577, "loss": 0.0072, "step": 15150 }, { "epoch": 244.52, "learning_rate": 0.02054958183990442, "loss": 0.0005, "step": 15160 }, { "epoch": 244.68, "learning_rate": 0.02048984468339307, "loss": 0.0009, "step": 15170 }, { "epoch": 244.84, "learning_rate": 0.02043010752688172, "loss": 0.0077, "step": 15180 }, { "epoch": 245.0, "learning_rate": 0.020370370370370372, "loss": 0.0009, "step": 15190 }, { "epoch": 245.0, "eval_acc": 0.8940476190476191, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.8181818181818182, 0.9285714285714286, 0.8148148148148148, 0.8571428571428571, 0.7407407407407407, 0.7916666666666666, 0.6551724137931034, 0.9615384615384616, 0.75, 0.8846153846153846, 0.696969696969697, 0.9655172413793104, 0.9615384615384616, 1.0, 0.84375, 0.9444444444444444, 0.9354838709677419, 0.9, 0.9090909090909091, 0.9722222222222222, 1.0, 1.0, 0.8928571428571429, 1.0, 0.9210526315789473, 0.9714285714285714 ], "eval_loss": 0.535607635974884, "eval_video_acc": 0.8940476190476191, "step": 15190 }, { "epoch": 245.16, "learning_rate": 0.020310633213859022, "loss": 0.0023, "step": 15200 }, { "epoch": 245.32, "learning_rate": 0.020250896057347673, "loss": 0.0015, "step": 15210 }, { "epoch": 245.48, "learning_rate": 0.020191158900836323, "loss": 0.0012, "step": 15220 }, { "epoch": 245.65, "learning_rate": 0.020131421744324973, "loss": 0.0014, "step": 15230 }, { "epoch": 245.81, "learning_rate": 0.020071684587813624, "loss": 0.0002, "step": 15240 }, { "epoch": 245.97, "learning_rate": 0.020011947431302274, "loss": 0.0012, "step": 15250 }, { "epoch": 246.0, "eval_acc": 0.8928571428571429, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.6363636363636364, 0.8928571428571429, 0.8148148148148148, 0.8571428571428571, 0.8148148148148148, 0.7916666666666666, 0.6206896551724138, 0.9615384615384616, 0.71875, 0.9230769230769231, 0.9090909090909091, 0.896551724137931, 0.9615384615384616, 0.9285714285714286, 0.90625, 0.9166666666666666, 0.9032258064516129, 0.9, 0.9696969696969697, 0.9722222222222222, 1.0, 1.0, 0.8571428571428571, 1.0, 0.9210526315789473, 1.0 ], "eval_loss": 0.5596876740455627, "eval_video_acc": 0.8928571428571429, "step": 15252 }, { "epoch": 246.13, "learning_rate": 0.01995221027479092, "loss": 0.0024, "step": 15260 }, { "epoch": 246.29, "learning_rate": 0.01989247311827957, "loss": 0.0003, "step": 15270 }, { "epoch": 246.45, "learning_rate": 0.01983273596176822, "loss": 0.0002, "step": 15280 }, { "epoch": 246.61, "learning_rate": 0.01977299880525687, "loss": 0.0014, "step": 15290 }, { "epoch": 246.77, "learning_rate": 0.019713261648745522, "loss": 0.0096, "step": 15300 }, { "epoch": 246.94, "learning_rate": 0.019653524492234172, "loss": 0.0348, "step": 15310 }, { "epoch": 247.0, "eval_acc": 0.8928571428571429, "eval_class_acc": [ 0.8928571428571429, 0.9666666666666667, 0.696969696969697, 0.9285714285714286, 0.8148148148148148, 0.8571428571428571, 0.8148148148148148, 0.75, 0.5862068965517241, 1.0, 0.75, 0.8846153846153846, 0.9393939393939394, 0.896551724137931, 0.9230769230769231, 1.0, 0.90625, 0.8888888888888888, 0.9032258064516129, 0.9, 0.9696969696969697, 0.9722222222222222, 1.0, 1.0, 0.8571428571428571, 1.0, 0.8947368421052632, 0.9714285714285714 ], "eval_loss": 0.5923292636871338, "eval_video_acc": 0.8928571428571429, "step": 15314 }, { "epoch": 247.1, "learning_rate": 0.019593787335722822, "loss": 0.0004, "step": 15320 }, { "epoch": 247.26, "learning_rate": 0.019534050179211473, "loss": 0.0004, "step": 15330 }, { "epoch": 247.42, "learning_rate": 0.01947431302270012, "loss": 0.0013, "step": 15340 }, { "epoch": 247.58, "learning_rate": 0.01941457586618877, "loss": 0.0006, "step": 15350 }, { "epoch": 247.74, "learning_rate": 0.01935483870967742, "loss": 0.0007, "step": 15360 }, { "epoch": 247.9, "learning_rate": 0.01929510155316607, "loss": 0.0066, "step": 15370 }, { "epoch": 248.0, "eval_acc": 0.8940476190476191, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.7272727272727273, 0.9285714285714286, 0.7777777777777778, 0.8214285714285714, 0.7407407407407407, 0.75, 0.6206896551724138, 1.0, 0.75, 0.9230769230769231, 0.9393939393939394, 0.896551724137931, 0.9230769230769231, 0.9642857142857143, 0.90625, 0.9166666666666666, 0.9032258064516129, 0.9, 0.9696969696969697, 0.9444444444444444, 1.0, 1.0, 0.8928571428571429, 1.0, 0.9210526315789473, 0.9714285714285714 ], "eval_loss": 0.5821784138679504, "eval_video_acc": 0.8940476190476191, "step": 15376 }, { "epoch": 248.06, "learning_rate": 0.01923536439665472, "loss": 0.0006, "step": 15380 }, { "epoch": 248.23, "learning_rate": 0.01917562724014337, "loss": 0.0004, "step": 15390 }, { "epoch": 248.39, "learning_rate": 0.01911589008363202, "loss": 0.0003, "step": 15400 }, { "epoch": 248.55, "learning_rate": 0.01905615292712067, "loss": 0.0003, "step": 15410 }, { "epoch": 248.71, "learning_rate": 0.01899641577060932, "loss": 0.0006, "step": 15420 }, { "epoch": 248.87, "learning_rate": 0.01893667861409797, "loss": 0.0007, "step": 15430 }, { "epoch": 249.0, "eval_acc": 0.8964285714285715, "eval_class_acc": [ 0.8928571428571429, 0.9666666666666667, 0.7575757575757576, 0.9285714285714286, 0.8148148148148148, 0.8928571428571429, 0.8148148148148148, 0.75, 0.5862068965517241, 1.0, 0.71875, 0.8846153846153846, 0.9393939393939394, 0.896551724137931, 0.9230769230769231, 0.9642857142857143, 0.90625, 0.9166666666666666, 0.9032258064516129, 0.9333333333333333, 0.9696969696969697, 0.9444444444444444, 1.0, 1.0, 0.8928571428571429, 1.0, 0.8947368421052632, 0.9714285714285714 ], "eval_loss": 0.5898279547691345, "eval_video_acc": 0.8964285714285715, "step": 15438 }, { "epoch": 249.03, "learning_rate": 0.01887694145758662, "loss": 0.0003, "step": 15440 }, { "epoch": 249.19, "learning_rate": 0.01881720430107527, "loss": 0.0003, "step": 15450 }, { "epoch": 249.35, "learning_rate": 0.01875746714456392, "loss": 0.0051, "step": 15460 }, { "epoch": 249.52, "learning_rate": 0.01869772998805257, "loss": 0.0001, "step": 15470 }, { "epoch": 249.68, "learning_rate": 0.01863799283154122, "loss": 0.0015, "step": 15480 }, { "epoch": 249.84, "learning_rate": 0.01857825567502987, "loss": 0.003, "step": 15490 }, { "epoch": 250.0, "learning_rate": 0.018518518518518517, "loss": 0.0002, "step": 15500 }, { "epoch": 250.0, "eval_acc": 0.9011904761904762, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.7878787878787878, 0.9285714285714286, 0.7407407407407407, 0.8928571428571429, 0.7777777777777778, 0.7916666666666666, 0.7586206896551724, 0.9615384615384616, 0.71875, 0.8846153846153846, 0.9393939393939394, 0.896551724137931, 0.9230769230769231, 0.9285714285714286, 0.90625, 0.8888888888888888, 0.9354838709677419, 0.9, 0.9696969696969697, 0.9722222222222222, 1.0, 1.0, 0.8928571428571429, 1.0, 0.9210526315789473, 0.9714285714285714 ], "eval_loss": 0.5211888551712036, "eval_video_acc": 0.9011904761904762, "step": 15500 }, { "epoch": 250.16, "learning_rate": 0.018458781362007168, "loss": 0.0005, "step": 15510 }, { "epoch": 250.32, "learning_rate": 0.018399044205495818, "loss": 0.0008, "step": 15520 }, { "epoch": 250.48, "learning_rate": 0.01833930704898447, "loss": 0.0313, "step": 15530 }, { "epoch": 250.65, "learning_rate": 0.01827956989247312, "loss": 0.0052, "step": 15540 }, { "epoch": 250.81, "learning_rate": 0.01821983273596177, "loss": 0.0099, "step": 15550 }, { "epoch": 250.97, "learning_rate": 0.01816009557945042, "loss": 0.0008, "step": 15560 }, { "epoch": 251.0, "eval_acc": 0.8904761904761904, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.6060606060606061, 0.8928571428571429, 0.8148148148148148, 0.8928571428571429, 0.6666666666666666, 0.75, 0.6551724137931034, 1.0, 0.8125, 0.8846153846153846, 0.8787878787878788, 0.896551724137931, 0.9230769230769231, 1.0, 0.78125, 0.9166666666666666, 0.9032258064516129, 0.9333333333333333, 0.9696969696969697, 1.0, 1.0, 1.0, 0.8928571428571429, 1.0, 0.9473684210526315, 0.9714285714285714 ], "eval_loss": 0.5957537293434143, "eval_video_acc": 0.8904761904761904, "step": 15562 }, { "epoch": 251.13, "learning_rate": 0.018100358422939066, "loss": 0.0024, "step": 15570 }, { "epoch": 251.29, "learning_rate": 0.018040621266427716, "loss": 0.0025, "step": 15580 }, { "epoch": 251.45, "learning_rate": 0.017980884109916367, "loss": 0.0094, "step": 15590 }, { "epoch": 251.61, "learning_rate": 0.017921146953405017, "loss": 0.0003, "step": 15600 }, { "epoch": 251.77, "learning_rate": 0.017861409796893667, "loss": 0.0048, "step": 15610 }, { "epoch": 251.94, "learning_rate": 0.017801672640382318, "loss": 0.0013, "step": 15620 }, { "epoch": 252.0, "eval_acc": 0.8845238095238095, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.6363636363636364, 0.9285714285714286, 0.8518518518518519, 0.8928571428571429, 0.7037037037037037, 0.6666666666666666, 0.6896551724137931, 1.0, 0.71875, 0.8846153846153846, 0.6666666666666666, 0.9655172413793104, 0.9230769230769231, 0.9642857142857143, 0.9375, 0.8888888888888888, 0.9032258064516129, 0.9, 0.9393939393939394, 1.0, 1.0, 1.0, 0.8928571428571429, 1.0, 0.9210526315789473, 0.9714285714285714 ], "eval_loss": 0.573999285697937, "eval_video_acc": 0.8845238095238095, "step": 15624 }, { "epoch": 252.1, "learning_rate": 0.017741935483870968, "loss": 0.0005, "step": 15630 }, { "epoch": 252.26, "learning_rate": 0.017682198327359618, "loss": 0.0008, "step": 15640 }, { "epoch": 252.42, "learning_rate": 0.01762246117084827, "loss": 0.007, "step": 15650 }, { "epoch": 252.58, "learning_rate": 0.01756272401433692, "loss": 0.001, "step": 15660 }, { "epoch": 252.74, "learning_rate": 0.01750298685782557, "loss": 0.0073, "step": 15670 }, { "epoch": 252.9, "learning_rate": 0.01744324970131422, "loss": 0.0028, "step": 15680 }, { "epoch": 253.0, "eval_acc": 0.8821428571428571, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.5454545454545454, 0.9285714285714286, 0.7777777777777778, 0.9285714285714286, 0.7407407407407407, 0.6666666666666666, 0.6551724137931034, 1.0, 0.75, 0.8846153846153846, 0.7272727272727273, 0.9655172413793104, 0.9230769230769231, 0.9642857142857143, 0.9375, 0.8888888888888888, 0.9032258064516129, 0.8666666666666667, 0.9393939393939394, 1.0, 1.0, 1.0, 0.9285714285714286, 0.9666666666666667, 0.9210526315789473, 0.9714285714285714 ], "eval_loss": 0.5542925000190735, "eval_video_acc": 0.8821428571428571, "step": 15686 }, { "epoch": 253.06, "learning_rate": 0.01738351254480287, "loss": 0.0035, "step": 15690 }, { "epoch": 253.23, "learning_rate": 0.01732377538829152, "loss": 0.002, "step": 15700 }, { "epoch": 253.39, "learning_rate": 0.01726403823178017, "loss": 0.002, "step": 15710 }, { "epoch": 253.55, "learning_rate": 0.01720430107526882, "loss": 0.0012, "step": 15720 }, { "epoch": 253.71, "learning_rate": 0.017144563918757467, "loss": 0.0017, "step": 15730 }, { "epoch": 253.87, "learning_rate": 0.017084826762246118, "loss": 0.0004, "step": 15740 }, { "epoch": 254.0, "eval_acc": 0.8928571428571429, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.6666666666666666, 0.9285714285714286, 0.7777777777777778, 0.8928571428571429, 0.7777777777777778, 0.75, 0.5862068965517241, 1.0, 0.8125, 0.8846153846153846, 0.9696969696969697, 0.896551724137931, 0.9615384615384616, 0.9285714285714286, 0.875, 0.8611111111111112, 0.9354838709677419, 0.8666666666666667, 0.9393939393939394, 0.9722222222222222, 1.0, 1.0, 0.8928571428571429, 1.0, 0.9210526315789473, 0.9714285714285714 ], "eval_loss": 0.5394471287727356, "eval_video_acc": 0.8928571428571429, "step": 15748 }, { "epoch": 254.03, "learning_rate": 0.017025089605734768, "loss": 0.0054, "step": 15750 }, { "epoch": 254.19, "learning_rate": 0.01696535244922342, "loss": 0.0012, "step": 15760 }, { "epoch": 254.35, "learning_rate": 0.01690561529271207, "loss": 0.0004, "step": 15770 }, { "epoch": 254.52, "learning_rate": 0.01684587813620072, "loss": 0.0037, "step": 15780 }, { "epoch": 254.68, "learning_rate": 0.01678614097968937, "loss": 0.0019, "step": 15790 }, { "epoch": 254.84, "learning_rate": 0.016726403823178016, "loss": 0.0007, "step": 15800 }, { "epoch": 255.0, "learning_rate": 0.016666666666666666, "loss": 0.0017, "step": 15810 }, { "epoch": 255.0, "eval_acc": 0.8916666666666667, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.6666666666666666, 0.9285714285714286, 0.7777777777777778, 0.9285714285714286, 0.7777777777777778, 0.6666666666666666, 0.6551724137931034, 0.9615384615384616, 0.84375, 0.8846153846153846, 0.9090909090909091, 0.896551724137931, 0.9615384615384616, 0.9285714285714286, 0.90625, 0.8611111111111112, 0.9354838709677419, 0.8, 0.9393939393939394, 0.9722222222222222, 1.0, 1.0, 0.8928571428571429, 1.0, 0.9473684210526315, 0.9714285714285714 ], "eval_loss": 0.5242394208908081, "eval_video_acc": 0.8916666666666667, "step": 15810 }, { "epoch": 255.16, "learning_rate": 0.016606929510155317, "loss": 0.0012, "step": 15820 }, { "epoch": 255.32, "learning_rate": 0.016547192353643967, "loss": 0.0016, "step": 15830 }, { "epoch": 255.48, "learning_rate": 0.016487455197132617, "loss": 0.0004, "step": 15840 }, { "epoch": 255.65, "learning_rate": 0.016427718040621268, "loss": 0.0087, "step": 15850 }, { "epoch": 255.81, "learning_rate": 0.016367980884109918, "loss": 0.0004, "step": 15860 }, { "epoch": 255.97, "learning_rate": 0.016308243727598568, "loss": 0.0005, "step": 15870 }, { "epoch": 256.0, "eval_acc": 0.8785714285714286, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.6666666666666666, 0.9285714285714286, 0.7777777777777778, 0.9285714285714286, 0.7407407407407407, 0.7083333333333334, 0.4827586206896552, 1.0, 0.75, 0.8846153846153846, 0.8484848484848485, 0.896551724137931, 0.9615384615384616, 0.9642857142857143, 0.875, 0.8611111111111112, 0.9032258064516129, 0.9, 0.9393939393939394, 0.9722222222222222, 1.0, 1.0, 0.8928571428571429, 1.0, 0.8421052631578947, 0.9714285714285714 ], "eval_loss": 0.5927107334136963, "eval_video_acc": 0.8785714285714286, "step": 15872 }, { "epoch": 256.13, "learning_rate": 0.016248506571087215, "loss": 0.0002, "step": 15880 }, { "epoch": 256.29, "learning_rate": 0.016188769414575865, "loss": 0.0003, "step": 15890 }, { "epoch": 256.45, "learning_rate": 0.016129032258064516, "loss": 0.0003, "step": 15900 }, { "epoch": 256.61, "learning_rate": 0.016069295101553166, "loss": 0.0001, "step": 15910 }, { "epoch": 256.77, "learning_rate": 0.016009557945041816, "loss": 0.0004, "step": 15920 }, { "epoch": 256.94, "learning_rate": 0.015949820788530467, "loss": 0.0005, "step": 15930 }, { "epoch": 257.0, "eval_acc": 0.8857142857142857, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.7272727272727273, 0.9285714285714286, 0.7777777777777778, 0.8928571428571429, 0.7407407407407407, 0.7083333333333334, 0.5862068965517241, 1.0, 0.78125, 0.8846153846153846, 0.8484848484848485, 0.896551724137931, 0.9615384615384616, 0.9642857142857143, 0.875, 0.8611111111111112, 0.9032258064516129, 0.9, 0.9393939393939394, 0.9722222222222222, 1.0, 1.0, 0.8928571428571429, 1.0, 0.868421052631579, 0.9714285714285714 ], "eval_loss": 0.5629908442497253, "eval_video_acc": 0.8857142857142857, "step": 15934 }, { "epoch": 257.1, "learning_rate": 0.015890083632019117, "loss": 0.001, "step": 15940 }, { "epoch": 257.26, "learning_rate": 0.015830346475507767, "loss": 0.0004, "step": 15950 }, { "epoch": 257.42, "learning_rate": 0.015770609318996414, "loss": 0.0008, "step": 15960 }, { "epoch": 257.58, "learning_rate": 0.015710872162485064, "loss": 0.0001, "step": 15970 }, { "epoch": 257.74, "learning_rate": 0.015651135005973715, "loss": 0.0001, "step": 15980 }, { "epoch": 257.9, "learning_rate": 0.015591397849462367, "loss": 0.0002, "step": 15990 }, { "epoch": 258.0, "eval_acc": 0.8892857142857142, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.7272727272727273, 0.9285714285714286, 0.7777777777777778, 0.8928571428571429, 0.7407407407407407, 0.7083333333333334, 0.6206896551724138, 1.0, 0.8125, 0.8846153846153846, 0.8484848484848485, 0.9310344827586207, 0.9615384615384616, 0.9642857142857143, 0.84375, 0.8611111111111112, 0.9032258064516129, 0.8666666666666667, 0.9393939393939394, 0.9444444444444444, 1.0, 1.0, 0.8928571428571429, 1.0, 0.9473684210526315, 0.9714285714285714 ], "eval_loss": 0.5438840985298157, "eval_video_acc": 0.8892857142857142, "step": 15996 }, { "epoch": 258.06, "learning_rate": 0.015531660692951017, "loss": 0.0006, "step": 16000 }, { "epoch": 258.23, "learning_rate": 0.015471923536439667, "loss": 0.0012, "step": 16010 }, { "epoch": 258.39, "learning_rate": 0.015412186379928318, "loss": 0.0009, "step": 16020 }, { "epoch": 258.55, "learning_rate": 0.015352449223416964, "loss": 0.0011, "step": 16030 }, { "epoch": 258.71, "learning_rate": 0.015292712066905615, "loss": 0.0006, "step": 16040 }, { "epoch": 258.87, "learning_rate": 0.015232974910394265, "loss": 0.0001, "step": 16050 }, { "epoch": 259.0, "eval_acc": 0.8904761904761904, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.7878787878787878, 0.9285714285714286, 0.7777777777777778, 0.8928571428571429, 0.7407407407407407, 0.7083333333333334, 0.5517241379310345, 1.0, 0.8125, 0.9230769230769231, 0.7878787878787878, 0.9310344827586207, 0.9615384615384616, 0.9642857142857143, 0.875, 0.8611111111111112, 0.9032258064516129, 0.9, 0.9393939393939394, 0.9444444444444444, 1.0, 1.0, 0.8928571428571429, 1.0, 0.9473684210526315, 0.9714285714285714 ], "eval_loss": 0.569286048412323, "eval_video_acc": 0.8904761904761904, "step": 16058 }, { "epoch": 259.03, "learning_rate": 0.015173237753882915, "loss": 0.0006, "step": 16060 }, { "epoch": 259.19, "learning_rate": 0.015113500597371566, "loss": 0.0012, "step": 16070 }, { "epoch": 259.35, "learning_rate": 0.015053763440860216, "loss": 0.0002, "step": 16080 }, { "epoch": 259.52, "learning_rate": 0.014994026284348866, "loss": 0.0026, "step": 16090 }, { "epoch": 259.68, "learning_rate": 0.014934289127837517, "loss": 0.0046, "step": 16100 }, { "epoch": 259.84, "learning_rate": 0.014874551971326165, "loss": 0.0071, "step": 16110 }, { "epoch": 260.0, "learning_rate": 0.014814814814814815, "loss": 0.0005, "step": 16120 }, { "epoch": 260.0, "eval_acc": 0.8928571428571429, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.8181818181818182, 0.8928571428571429, 0.8148148148148148, 0.8571428571428571, 0.8518518518518519, 0.75, 0.6896551724137931, 0.9615384615384616, 0.78125, 0.8846153846153846, 0.6666666666666666, 0.9655172413793104, 0.9615384615384616, 0.8928571428571429, 0.90625, 0.8888888888888888, 0.9354838709677419, 0.9, 0.9393939393939394, 0.9444444444444444, 1.0, 1.0, 0.8928571428571429, 1.0, 0.9473684210526315, 0.9428571428571428 ], "eval_loss": 0.4954068660736084, "eval_video_acc": 0.8928571428571429, "step": 16120 }, { "epoch": 260.16, "learning_rate": 0.014755077658303466, "loss": 0.0003, "step": 16130 }, { "epoch": 260.32, "learning_rate": 0.014695340501792116, "loss": 0.0043, "step": 16140 }, { "epoch": 260.48, "learning_rate": 0.014635603345280766, "loss": 0.0054, "step": 16150 }, { "epoch": 260.65, "learning_rate": 0.014575866188769417, "loss": 0.0003, "step": 16160 }, { "epoch": 260.81, "learning_rate": 0.014516129032258067, "loss": 0.003, "step": 16170 }, { "epoch": 260.97, "learning_rate": 0.014456391875746717, "loss": 0.0005, "step": 16180 }, { "epoch": 261.0, "eval_acc": 0.8857142857142857, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.6666666666666666, 0.9285714285714286, 0.7777777777777778, 0.9285714285714286, 0.7407407407407407, 0.7083333333333334, 0.6896551724137931, 1.0, 0.8125, 0.8846153846153846, 0.7878787878787878, 0.896551724137931, 0.9615384615384616, 0.9285714285714286, 0.84375, 0.8611111111111112, 0.9032258064516129, 0.9, 0.9393939393939394, 0.9444444444444444, 1.0, 1.0, 0.8928571428571429, 1.0, 0.9210526315789473, 0.9714285714285714 ], "eval_loss": 0.5618085265159607, "eval_video_acc": 0.8857142857142857, "step": 16182 }, { "epoch": 261.13, "learning_rate": 0.014396654719235364, "loss": 0.0029, "step": 16190 }, { "epoch": 261.29, "learning_rate": 0.014336917562724014, "loss": 0.0001, "step": 16200 }, { "epoch": 261.45, "learning_rate": 0.014277180406212665, "loss": 0.0002, "step": 16210 }, { "epoch": 261.61, "learning_rate": 0.014217443249701315, "loss": 0.0006, "step": 16220 }, { "epoch": 261.77, "learning_rate": 0.014157706093189965, "loss": 0.0006, "step": 16230 }, { "epoch": 261.94, "learning_rate": 0.014097968936678616, "loss": 0.0004, "step": 16240 }, { "epoch": 262.0, "eval_acc": 0.8952380952380953, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.7272727272727273, 0.8928571428571429, 0.8148148148148148, 0.9285714285714286, 0.8148148148148148, 0.75, 0.6551724137931034, 1.0, 0.84375, 0.8846153846153846, 0.8181818181818182, 0.9310344827586207, 0.9615384615384616, 0.9642857142857143, 0.84375, 0.8611111111111112, 0.9032258064516129, 0.9, 0.9393939393939394, 0.9444444444444444, 1.0, 1.0, 0.8928571428571429, 1.0, 0.9210526315789473, 0.9714285714285714 ], "eval_loss": 0.5507939457893372, "eval_video_acc": 0.8952380952380953, "step": 16244 }, { "epoch": 262.1, "learning_rate": 0.014038231780167266, "loss": 0.0008, "step": 16250 }, { "epoch": 262.26, "learning_rate": 0.013978494623655913, "loss": 0.0002, "step": 16260 }, { "epoch": 262.42, "learning_rate": 0.013918757467144563, "loss": 0.0002, "step": 16270 }, { "epoch": 262.58, "learning_rate": 0.013859020310633213, "loss": 0.008, "step": 16280 }, { "epoch": 262.74, "learning_rate": 0.013799283154121864, "loss": 0.0019, "step": 16290 }, { "epoch": 262.9, "learning_rate": 0.013739545997610514, "loss": 0.0005, "step": 16300 }, { "epoch": 263.0, "eval_acc": 0.8988095238095238, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.7575757575757576, 0.8571428571428571, 0.8148148148148148, 0.9285714285714286, 0.7777777777777778, 0.75, 0.7241379310344828, 1.0, 0.875, 0.8846153846153846, 0.8181818181818182, 0.896551724137931, 0.9615384615384616, 0.9285714285714286, 0.84375, 0.8888888888888888, 0.9354838709677419, 0.9, 0.9393939393939394, 0.9722222222222222, 1.0, 1.0, 0.8928571428571429, 1.0, 0.9210526315789473, 0.9714285714285714 ], "eval_loss": 0.499125599861145, "eval_video_acc": 0.8988095238095238, "step": 16306 }, { "epoch": 263.06, "learning_rate": 0.013679808841099164, "loss": 0.0002, "step": 16310 }, { "epoch": 263.23, "learning_rate": 0.013620071684587814, "loss": 0.0008, "step": 16320 }, { "epoch": 263.39, "learning_rate": 0.013560334528076465, "loss": 0.0002, "step": 16330 }, { "epoch": 263.55, "learning_rate": 0.013500597371565113, "loss": 0.001, "step": 16340 }, { "epoch": 263.71, "learning_rate": 0.013440860215053764, "loss": 0.002, "step": 16350 }, { "epoch": 263.87, "learning_rate": 0.013381123058542414, "loss": 0.0003, "step": 16360 }, { "epoch": 264.0, "eval_acc": 0.8892857142857142, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.7575757575757576, 0.8571428571428571, 0.7777777777777778, 0.9285714285714286, 0.6666666666666666, 0.7083333333333334, 0.5862068965517241, 1.0, 0.8125, 0.8846153846153846, 0.7878787878787878, 0.9310344827586207, 0.9615384615384616, 0.9285714285714286, 0.875, 0.8888888888888888, 0.9032258064516129, 0.9333333333333333, 0.9393939393939394, 0.9722222222222222, 1.0, 1.0, 0.9285714285714286, 1.0, 0.9473684210526315, 0.9714285714285714 ], "eval_loss": 0.5685006976127625, "eval_video_acc": 0.8892857142857142, "step": 16368 }, { "epoch": 264.03, "learning_rate": 0.013321385902031064, "loss": 0.0008, "step": 16370 }, { "epoch": 264.19, "learning_rate": 0.013261648745519715, "loss": 0.0003, "step": 16380 }, { "epoch": 264.35, "learning_rate": 0.013201911589008365, "loss": 0.001, "step": 16390 }, { "epoch": 264.52, "learning_rate": 0.013142174432497015, "loss": 0.0021, "step": 16400 }, { "epoch": 264.68, "learning_rate": 0.013082437275985665, "loss": 0.0001, "step": 16410 }, { "epoch": 264.84, "learning_rate": 0.013022700119474312, "loss": 0.0004, "step": 16420 }, { "epoch": 265.0, "learning_rate": 0.012962962962962963, "loss": 0.0011, "step": 16430 }, { "epoch": 265.0, "eval_acc": 0.8988095238095238, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.7272727272727273, 0.8571428571428571, 0.7777777777777778, 0.9285714285714286, 0.7407407407407407, 0.7083333333333334, 0.7586206896551724, 0.9615384615384616, 0.875, 0.8846153846153846, 0.9393939393939394, 0.896551724137931, 0.9615384615384616, 0.9285714285714286, 0.84375, 0.8888888888888888, 0.9354838709677419, 0.9, 0.9393939393939394, 0.9722222222222222, 1.0, 1.0, 0.8928571428571429, 1.0, 0.9210526315789473, 0.9714285714285714 ], "eval_loss": 0.49804016947746277, "eval_video_acc": 0.8988095238095238, "step": 16430 }, { "epoch": 265.16, "learning_rate": 0.012903225806451613, "loss": 0.0003, "step": 16440 }, { "epoch": 265.32, "learning_rate": 0.012843488649940263, "loss": 0.0001, "step": 16450 }, { "epoch": 265.48, "learning_rate": 0.012783751493428913, "loss": 0.0002, "step": 16460 }, { "epoch": 265.65, "learning_rate": 0.012724014336917564, "loss": 0.0002, "step": 16470 }, { "epoch": 265.81, "learning_rate": 0.012664277180406214, "loss": 0.0005, "step": 16480 }, { "epoch": 265.97, "learning_rate": 0.012604540023894863, "loss": 0.0004, "step": 16490 }, { "epoch": 266.0, "eval_acc": 0.8952380952380953, "eval_class_acc": [ 0.9285714285714286, 0.9666666666666667, 0.7272727272727273, 0.8571428571428571, 0.7777777777777778, 0.9285714285714286, 0.7407407407407407, 0.75, 0.6896551724137931, 1.0, 0.875, 0.8846153846153846, 0.8484848484848485, 0.896551724137931, 0.9615384615384616, 0.9285714285714286, 0.84375, 0.8888888888888888, 0.9354838709677419, 0.9, 0.9393939393939394, 0.9722222222222222, 1.0, 1.0, 0.8928571428571429, 1.0, 0.9210526315789473, 0.9714285714285714 ], "eval_loss": 0.5295121073722839, "eval_video_acc": 0.8952380952380953, "step": 16492 }, { "epoch": 266.13, "learning_rate": 0.012544802867383513, "loss": 0.0, "step": 16500 }, { "epoch": 266.29, "learning_rate": 0.012485065710872163, "loss": 0.0089, "step": 16510 }, { "epoch": 266.45, "learning_rate": 0.012425328554360814, "loss": 0.0007, "step": 16520 }, { "epoch": 266.61, "learning_rate": 0.012365591397849464, "loss": 0.0002, "step": 16530 }, { "epoch": 266.77, "learning_rate": 0.012305854241338114, "loss": 0.0042, "step": 16540 }, { "epoch": 266.94, "learning_rate": 0.012246117084826763, "loss": 0.0008, "step": 16550 }, { "epoch": 267.0, "eval_acc": 0.9083333333333333, "eval_class_acc": [ 0.9642857142857143, 0.9666666666666667, 0.7575757575757576, 0.8571428571428571, 0.7777777777777778, 0.8928571428571429, 0.7777777777777778, 0.7916666666666666, 0.8275862068965517, 0.9615384615384616, 0.875, 0.8846153846153846, 0.9090909090909091, 0.896551724137931, 0.9615384615384616, 0.9285714285714286, 0.84375, 0.8888888888888888, 0.9354838709677419, 0.9333333333333333, 0.9393939393939394, 1.0, 1.0, 1.0, 0.9285714285714286, 1.0, 0.9473684210526315, 0.9428571428571428 ], "eval_loss": 0.46035072207450867, "eval_video_acc": 0.9083333333333333, "step": 16554 } ], "max_steps": 18600, "num_train_epochs": 300, "total_flos": 1.6212222780545434e+18, "trial_name": null, "trial_params": null }