{ "best_global_step": null, "best_metric": null, "best_model_checkpoint": null, "epoch": 7.0, "eval_steps": 500, "global_step": 12698, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0027563395810363835, "grad_norm": 12.075547478827943, "learning_rate": 1.2598425196850394e-07, "loss": 0.5455, "loss_nan_ranks": 0, "loss_rank_avg": 0.25351786613464355, "step": 5, "valid_targets_mean": 7359.2, "valid_targets_min": 5595 }, { "epoch": 0.005512679162072767, "grad_norm": 10.891809397898243, "learning_rate": 2.8346456692913386e-07, "loss": 0.5804, "loss_nan_ranks": 0, "loss_rank_avg": 0.19977489113807678, "step": 10, "valid_targets_mean": 1287.1, "valid_targets_min": 420 }, { "epoch": 0.008269018743109152, "grad_norm": 9.98708146065969, "learning_rate": 4.409448818897638e-07, "loss": 0.5586, "loss_nan_ranks": 0, "loss_rank_avg": 0.2705141603946686, "step": 15, "valid_targets_mean": 8512.8, "valid_targets_min": 6729 }, { "epoch": 0.011025358324145534, "grad_norm": 9.491596927629763, "learning_rate": 5.984251968503937e-07, "loss": 0.5104, "loss_nan_ranks": 0, "loss_rank_avg": 0.23840153217315674, "step": 20, "valid_targets_mean": 7552.0, "valid_targets_min": 6145 }, { "epoch": 0.013781697905181918, "grad_norm": 8.145281285375768, "learning_rate": 7.559055118110237e-07, "loss": 0.5234, "loss_nan_ranks": 0, "loss_rank_avg": 0.2507321834564209, "step": 25, "valid_targets_mean": 7301.4, "valid_targets_min": 4807 }, { "epoch": 0.016538037486218304, "grad_norm": 6.341176368803666, "learning_rate": 9.133858267716536e-07, "loss": 0.5296, "loss_nan_ranks": 0, "loss_rank_avg": 0.2803744971752167, "step": 30, "valid_targets_mean": 6809.0, "valid_targets_min": 5015 }, { "epoch": 0.019294377067254686, "grad_norm": 4.973615112317376, "learning_rate": 1.0708661417322836e-06, "loss": 0.5221, "loss_nan_ranks": 0, "loss_rank_avg": 0.2603566646575928, "step": 35, "valid_targets_mean": 7217.0, "valid_targets_min": 5541 }, { "epoch": 0.022050716648291068, "grad_norm": 4.34721740676994, "learning_rate": 1.2283464566929135e-06, "loss": 0.4927, "loss_nan_ranks": 0, "loss_rank_avg": 0.23556804656982422, "step": 40, "valid_targets_mean": 6205.1, "valid_targets_min": 5580 }, { "epoch": 0.024807056229327454, "grad_norm": 5.573828440588775, "learning_rate": 1.3858267716535435e-06, "loss": 0.5001, "loss_nan_ranks": 0, "loss_rank_avg": 0.11648112535476685, "step": 45, "valid_targets_mean": 598.0, "valid_targets_min": 151 }, { "epoch": 0.027563395810363836, "grad_norm": 2.5469565923152278, "learning_rate": 1.5433070866141734e-06, "loss": 0.4536, "loss_nan_ranks": 0, "loss_rank_avg": 0.2248832881450653, "step": 50, "valid_targets_mean": 7270.8, "valid_targets_min": 6125 }, { "epoch": 0.03031973539140022, "grad_norm": 2.1653257440965903, "learning_rate": 1.7007874015748034e-06, "loss": 0.4512, "loss_nan_ranks": 0, "loss_rank_avg": 0.21155396103858948, "step": 55, "valid_targets_mean": 6108.9, "valid_targets_min": 4623 }, { "epoch": 0.03307607497243661, "grad_norm": 1.701370119000033, "learning_rate": 1.8582677165354333e-06, "loss": 0.4351, "loss_nan_ranks": 0, "loss_rank_avg": 0.21578280627727509, "step": 60, "valid_targets_mean": 6571.6, "valid_targets_min": 4850 }, { "epoch": 0.03583241455347299, "grad_norm": 1.2782427667676923, "learning_rate": 2.015748031496063e-06, "loss": 0.4127, "loss_nan_ranks": 0, "loss_rank_avg": 0.21117806434631348, "step": 65, "valid_targets_mean": 7984.4, "valid_targets_min": 6312 }, { "epoch": 0.03858875413450937, "grad_norm": 1.0840215189567821, "learning_rate": 2.173228346456693e-06, "loss": 0.4009, "loss_nan_ranks": 0, "loss_rank_avg": 0.19541636109352112, "step": 70, "valid_targets_mean": 6273.1, "valid_targets_min": 4590 }, { "epoch": 0.041345093715545754, "grad_norm": 0.9840003836907789, "learning_rate": 2.330708661417323e-06, "loss": 0.4045, "loss_nan_ranks": 0, "loss_rank_avg": 0.20693877339363098, "step": 75, "valid_targets_mean": 7860.2, "valid_targets_min": 5453 }, { "epoch": 0.044101433296582136, "grad_norm": 0.8281179445285038, "learning_rate": 2.488188976377953e-06, "loss": 0.4002, "loss_nan_ranks": 0, "loss_rank_avg": 0.18255400657653809, "step": 80, "valid_targets_mean": 6988.6, "valid_targets_min": 4928 }, { "epoch": 0.046857772877618525, "grad_norm": 0.7096605471413986, "learning_rate": 2.645669291338583e-06, "loss": 0.3866, "loss_nan_ranks": 0, "loss_rank_avg": 0.1821506917476654, "step": 85, "valid_targets_mean": 6495.6, "valid_targets_min": 5367 }, { "epoch": 0.04961411245865491, "grad_norm": 0.811462547790769, "learning_rate": 2.803149606299213e-06, "loss": 0.3849, "loss_nan_ranks": 0, "loss_rank_avg": 0.19314873218536377, "step": 90, "valid_targets_mean": 4968.1, "valid_targets_min": 615 }, { "epoch": 0.05237045203969129, "grad_norm": 0.6426607267592221, "learning_rate": 2.9606299212598427e-06, "loss": 0.3962, "loss_nan_ranks": 0, "loss_rank_avg": 0.1978967785835266, "step": 95, "valid_targets_mean": 7189.9, "valid_targets_min": 5732 }, { "epoch": 0.05512679162072767, "grad_norm": 1.1509744585927528, "learning_rate": 3.118110236220473e-06, "loss": 0.3826, "loss_nan_ranks": 0, "loss_rank_avg": 0.1987777054309845, "step": 100, "valid_targets_mean": 7969.4, "valid_targets_min": 5870 }, { "epoch": 0.057883131201764054, "grad_norm": 0.5456461030409412, "learning_rate": 3.2755905511811026e-06, "loss": 0.346, "loss_nan_ranks": 0, "loss_rank_avg": 0.1557111144065857, "step": 105, "valid_targets_mean": 7348.0, "valid_targets_min": 4983 }, { "epoch": 0.06063947078280044, "grad_norm": 0.5289619260062255, "learning_rate": 3.433070866141733e-06, "loss": 0.3479, "loss_nan_ranks": 0, "loss_rank_avg": 0.15491631627082825, "step": 110, "valid_targets_mean": 6763.5, "valid_targets_min": 5251 }, { "epoch": 0.06339581036383682, "grad_norm": 0.5831333276320478, "learning_rate": 3.5905511811023625e-06, "loss": 0.3632, "loss_nan_ranks": 0, "loss_rank_avg": 0.20547156035900116, "step": 115, "valid_targets_mean": 6626.4, "valid_targets_min": 4332 }, { "epoch": 0.06615214994487321, "grad_norm": 0.5079379091320437, "learning_rate": 3.748031496062993e-06, "loss": 0.3494, "loss_nan_ranks": 0, "loss_rank_avg": 0.1666697859764099, "step": 120, "valid_targets_mean": 7151.6, "valid_targets_min": 4434 }, { "epoch": 0.0689084895259096, "grad_norm": 0.5365621643972469, "learning_rate": 3.905511811023622e-06, "loss": 0.343, "loss_nan_ranks": 0, "loss_rank_avg": 0.19373363256454468, "step": 125, "valid_targets_mean": 7592.0, "valid_targets_min": 5705 }, { "epoch": 0.07166482910694598, "grad_norm": 0.45493375224886373, "learning_rate": 4.062992125984252e-06, "loss": 0.303, "loss_nan_ranks": 0, "loss_rank_avg": 0.1465461105108261, "step": 130, "valid_targets_mean": 8727.9, "valid_targets_min": 5721 }, { "epoch": 0.07442116868798236, "grad_norm": 0.529452666118903, "learning_rate": 4.220472440944882e-06, "loss": 0.3016, "loss_nan_ranks": 0, "loss_rank_avg": 0.16562356054782867, "step": 135, "valid_targets_mean": 6314.9, "valid_targets_min": 4517 }, { "epoch": 0.07717750826901874, "grad_norm": 0.5121376140067504, "learning_rate": 4.377952755905512e-06, "loss": 0.2895, "loss_nan_ranks": 0, "loss_rank_avg": 0.1628265529870987, "step": 140, "valid_targets_mean": 7161.6, "valid_targets_min": 4531 }, { "epoch": 0.07993384785005513, "grad_norm": 1.1131050678214447, "learning_rate": 4.535433070866142e-06, "loss": 0.3527, "loss_nan_ranks": 0, "loss_rank_avg": 0.13153913617134094, "step": 145, "valid_targets_mean": 1098.8, "valid_targets_min": 160 }, { "epoch": 0.08269018743109151, "grad_norm": 0.4627350910375568, "learning_rate": 4.692913385826772e-06, "loss": 0.3391, "loss_nan_ranks": 0, "loss_rank_avg": 0.14615601301193237, "step": 150, "valid_targets_mean": 6988.4, "valid_targets_min": 5392 }, { "epoch": 0.08544652701212789, "grad_norm": 0.49950430514762034, "learning_rate": 4.850393700787402e-06, "loss": 0.3337, "loss_nan_ranks": 0, "loss_rank_avg": 0.17031151056289673, "step": 155, "valid_targets_mean": 7712.9, "valid_targets_min": 5297 }, { "epoch": 0.08820286659316427, "grad_norm": 0.5280300649378892, "learning_rate": 5.007874015748032e-06, "loss": 0.3399, "loss_nan_ranks": 0, "loss_rank_avg": 0.1665465235710144, "step": 160, "valid_targets_mean": 6396.9, "valid_targets_min": 5536 }, { "epoch": 0.09095920617420065, "grad_norm": 0.5480614214644137, "learning_rate": 5.1653543307086615e-06, "loss": 0.3317, "loss_nan_ranks": 0, "loss_rank_avg": 0.17012524604797363, "step": 165, "valid_targets_mean": 6143.8, "valid_targets_min": 3434 }, { "epoch": 0.09371554575523705, "grad_norm": 0.4615911499195326, "learning_rate": 5.322834645669291e-06, "loss": 0.3151, "loss_nan_ranks": 0, "loss_rank_avg": 0.16160203516483307, "step": 170, "valid_targets_mean": 7182.1, "valid_targets_min": 5349 }, { "epoch": 0.09647188533627343, "grad_norm": 0.488810230106606, "learning_rate": 5.480314960629922e-06, "loss": 0.3191, "loss_nan_ranks": 0, "loss_rank_avg": 0.16232289373874664, "step": 175, "valid_targets_mean": 7570.5, "valid_targets_min": 5209 }, { "epoch": 0.09922822491730982, "grad_norm": 0.5540162367605067, "learning_rate": 5.637795275590552e-06, "loss": 0.3105, "loss_nan_ranks": 0, "loss_rank_avg": 0.17014867067337036, "step": 180, "valid_targets_mean": 7069.0, "valid_targets_min": 5581 }, { "epoch": 0.1019845644983462, "grad_norm": 0.5221412948869323, "learning_rate": 5.795275590551181e-06, "loss": 0.3156, "loss_nan_ranks": 0, "loss_rank_avg": 0.16441379487514496, "step": 185, "valid_targets_mean": 6925.6, "valid_targets_min": 5504 }, { "epoch": 0.10474090407938258, "grad_norm": 0.5308795314743368, "learning_rate": 5.952755905511811e-06, "loss": 0.308, "loss_nan_ranks": 0, "loss_rank_avg": 0.15678948163986206, "step": 190, "valid_targets_mean": 6716.9, "valid_targets_min": 5332 }, { "epoch": 0.10749724366041896, "grad_norm": 0.5311149585849814, "learning_rate": 6.110236220472442e-06, "loss": 0.3118, "loss_nan_ranks": 0, "loss_rank_avg": 0.15208759903907776, "step": 195, "valid_targets_mean": 6241.8, "valid_targets_min": 5406 }, { "epoch": 0.11025358324145534, "grad_norm": 0.4830411193613476, "learning_rate": 6.2677165354330715e-06, "loss": 0.3118, "loss_nan_ranks": 0, "loss_rank_avg": 0.1529456526041031, "step": 200, "valid_targets_mean": 6387.8, "valid_targets_min": 4847 }, { "epoch": 0.11300992282249173, "grad_norm": 0.4755751133549269, "learning_rate": 6.425196850393701e-06, "loss": 0.3082, "loss_nan_ranks": 0, "loss_rank_avg": 0.1523471474647522, "step": 205, "valid_targets_mean": 6457.6, "valid_targets_min": 4288 }, { "epoch": 0.11576626240352811, "grad_norm": 0.4900378091230735, "learning_rate": 6.5826771653543306e-06, "loss": 0.3068, "loss_nan_ranks": 0, "loss_rank_avg": 0.17025655508041382, "step": 210, "valid_targets_mean": 6793.1, "valid_targets_min": 5173 }, { "epoch": 0.1185226019845645, "grad_norm": 0.511079954412969, "learning_rate": 6.740157480314962e-06, "loss": 0.3001, "loss_nan_ranks": 0, "loss_rank_avg": 0.13845129311084747, "step": 215, "valid_targets_mean": 6697.4, "valid_targets_min": 5168 }, { "epoch": 0.12127894156560089, "grad_norm": 0.4754998794775802, "learning_rate": 6.897637795275591e-06, "loss": 0.297, "loss_nan_ranks": 0, "loss_rank_avg": 0.14565712213516235, "step": 220, "valid_targets_mean": 6062.0, "valid_targets_min": 5270 }, { "epoch": 0.12403528114663727, "grad_norm": 0.49279474277078555, "learning_rate": 7.055118110236221e-06, "loss": 0.2998, "loss_nan_ranks": 0, "loss_rank_avg": 0.15451404452323914, "step": 225, "valid_targets_mean": 7110.1, "valid_targets_min": 5253 }, { "epoch": 0.12679162072767364, "grad_norm": 0.42933580391362647, "learning_rate": 7.21259842519685e-06, "loss": 0.2895, "loss_nan_ranks": 0, "loss_rank_avg": 0.13672415912151337, "step": 230, "valid_targets_mean": 7395.9, "valid_targets_min": 5248 }, { "epoch": 0.12954796030871002, "grad_norm": 0.4999650136228687, "learning_rate": 7.3700787401574816e-06, "loss": 0.2965, "loss_nan_ranks": 0, "loss_rank_avg": 0.17963960766792297, "step": 235, "valid_targets_mean": 7033.5, "valid_targets_min": 5354 }, { "epoch": 0.13230429988974643, "grad_norm": 0.5201921876075898, "learning_rate": 7.527559055118111e-06, "loss": 0.2964, "loss_nan_ranks": 0, "loss_rank_avg": 0.15595601499080658, "step": 240, "valid_targets_mean": 6798.8, "valid_targets_min": 4532 }, { "epoch": 0.1350606394707828, "grad_norm": 1.0105660237468501, "learning_rate": 7.68503937007874e-06, "loss": 0.2746, "loss_nan_ranks": 0, "loss_rank_avg": 0.09508383274078369, "step": 245, "valid_targets_mean": 2045.0, "valid_targets_min": 164 }, { "epoch": 0.1378169790518192, "grad_norm": 0.44606735524421404, "learning_rate": 7.84251968503937e-06, "loss": 0.2859, "loss_nan_ranks": 0, "loss_rank_avg": 0.14478397369384766, "step": 250, "valid_targets_mean": 6723.1, "valid_targets_min": 5164 }, { "epoch": 0.14057331863285558, "grad_norm": 0.5119738303973728, "learning_rate": 8.000000000000001e-06, "loss": 0.2858, "loss_nan_ranks": 0, "loss_rank_avg": 0.1455782651901245, "step": 255, "valid_targets_mean": 5954.1, "valid_targets_min": 4996 }, { "epoch": 0.14332965821389196, "grad_norm": 0.5049448033059593, "learning_rate": 8.157480314960631e-06, "loss": 0.2914, "loss_nan_ranks": 0, "loss_rank_avg": 0.1333935707807541, "step": 260, "valid_targets_mean": 5932.0, "valid_targets_min": 5205 }, { "epoch": 0.14608599779492834, "grad_norm": 0.5138161558228334, "learning_rate": 8.31496062992126e-06, "loss": 0.2851, "loss_nan_ranks": 0, "loss_rank_avg": 0.1488344669342041, "step": 265, "valid_targets_mean": 6288.4, "valid_targets_min": 5380 }, { "epoch": 0.14884233737596472, "grad_norm": 0.445107896206196, "learning_rate": 8.47244094488189e-06, "loss": 0.2702, "loss_nan_ranks": 0, "loss_rank_avg": 0.11576345562934875, "step": 270, "valid_targets_mean": 7095.9, "valid_targets_min": 5048 }, { "epoch": 0.1515986769570011, "grad_norm": 0.488604055995414, "learning_rate": 8.629921259842521e-06, "loss": 0.2856, "loss_nan_ranks": 0, "loss_rank_avg": 0.14103032648563385, "step": 275, "valid_targets_mean": 6093.5, "valid_targets_min": 4489 }, { "epoch": 0.1543550165380375, "grad_norm": 2.775375872004364, "learning_rate": 8.78740157480315e-06, "loss": 0.3423, "loss_nan_ranks": 0, "loss_rank_avg": 0.24638140201568604, "step": 280, "valid_targets_mean": 1879.2, "valid_targets_min": 1107 }, { "epoch": 0.15711135611907387, "grad_norm": 1.441227619722244, "learning_rate": 8.94488188976378e-06, "loss": 0.4272, "loss_nan_ranks": 0, "loss_rank_avg": 0.21375879645347595, "step": 285, "valid_targets_mean": 1493.0, "valid_targets_min": 892 }, { "epoch": 0.15986769570011025, "grad_norm": 1.2195308742958342, "learning_rate": 9.10236220472441e-06, "loss": 0.3757, "loss_nan_ranks": 0, "loss_rank_avg": 0.1320396065711975, "step": 290, "valid_targets_mean": 1350.0, "valid_targets_min": 908 }, { "epoch": 0.16262403528114663, "grad_norm": 1.150074913031321, "learning_rate": 9.259842519685041e-06, "loss": 0.3584, "loss_nan_ranks": 0, "loss_rank_avg": 0.15151718258857727, "step": 295, "valid_targets_mean": 1319.6, "valid_targets_min": 678 }, { "epoch": 0.16538037486218302, "grad_norm": 0.9687913721638708, "learning_rate": 9.41732283464567e-06, "loss": 0.3481, "loss_nan_ranks": 0, "loss_rank_avg": 0.16266636550426483, "step": 300, "valid_targets_mean": 1923.8, "valid_targets_min": 875 }, { "epoch": 0.1681367144432194, "grad_norm": 1.0609682985213373, "learning_rate": 9.5748031496063e-06, "loss": 0.3348, "loss_nan_ranks": 0, "loss_rank_avg": 0.15054169297218323, "step": 305, "valid_targets_mean": 1288.6, "valid_targets_min": 731 }, { "epoch": 0.17089305402425578, "grad_norm": 0.99179710699151, "learning_rate": 9.73228346456693e-06, "loss": 0.3395, "loss_nan_ranks": 0, "loss_rank_avg": 0.13270239531993866, "step": 310, "valid_targets_mean": 1464.1, "valid_targets_min": 652 }, { "epoch": 0.17364939360529216, "grad_norm": 1.1341059924131913, "learning_rate": 9.88976377952756e-06, "loss": 0.307, "loss_nan_ranks": 0, "loss_rank_avg": 0.1618819683790207, "step": 315, "valid_targets_mean": 1542.4, "valid_targets_min": 736 }, { "epoch": 0.17640573318632854, "grad_norm": 1.1997885706945806, "learning_rate": 1.0047244094488188e-05, "loss": 0.3267, "loss_nan_ranks": 0, "loss_rank_avg": 0.14182543754577637, "step": 320, "valid_targets_mean": 1312.0, "valid_targets_min": 758 }, { "epoch": 0.17916207276736493, "grad_norm": 1.022021883133075, "learning_rate": 1.0204724409448821e-05, "loss": 0.3045, "loss_nan_ranks": 0, "loss_rank_avg": 0.11816409975290298, "step": 325, "valid_targets_mean": 1246.1, "valid_targets_min": 752 }, { "epoch": 0.1819184123484013, "grad_norm": 1.0760778887241602, "learning_rate": 1.0362204724409451e-05, "loss": 0.3018, "loss_nan_ranks": 0, "loss_rank_avg": 0.19339129328727722, "step": 330, "valid_targets_mean": 1828.1, "valid_targets_min": 926 }, { "epoch": 0.18467475192943772, "grad_norm": 1.0654082032603325, "learning_rate": 1.051968503937008e-05, "loss": 0.3111, "loss_nan_ranks": 0, "loss_rank_avg": 0.14686307311058044, "step": 335, "valid_targets_mean": 1334.8, "valid_targets_min": 676 }, { "epoch": 0.1874310915104741, "grad_norm": 1.1297295236868727, "learning_rate": 1.067716535433071e-05, "loss": 0.2988, "loss_nan_ranks": 0, "loss_rank_avg": 0.13286492228507996, "step": 340, "valid_targets_mean": 1240.0, "valid_targets_min": 769 }, { "epoch": 0.19018743109151048, "grad_norm": 1.0415065950273228, "learning_rate": 1.083464566929134e-05, "loss": 0.2791, "loss_nan_ranks": 0, "loss_rank_avg": 0.13291111588478088, "step": 345, "valid_targets_mean": 1725.1, "valid_targets_min": 982 }, { "epoch": 0.19294377067254687, "grad_norm": 0.9781842383825073, "learning_rate": 1.0992125984251969e-05, "loss": 0.2883, "loss_nan_ranks": 0, "loss_rank_avg": 0.1279613971710205, "step": 350, "valid_targets_mean": 1385.1, "valid_targets_min": 1099 }, { "epoch": 0.19570011025358325, "grad_norm": 0.9656503373590308, "learning_rate": 1.1149606299212599e-05, "loss": 0.2907, "loss_nan_ranks": 0, "loss_rank_avg": 0.1577109694480896, "step": 355, "valid_targets_mean": 1588.1, "valid_targets_min": 674 }, { "epoch": 0.19845644983461963, "grad_norm": 0.9735447605625639, "learning_rate": 1.1307086614173228e-05, "loss": 0.289, "loss_nan_ranks": 0, "loss_rank_avg": 0.17590075731277466, "step": 360, "valid_targets_mean": 1918.5, "valid_targets_min": 973 }, { "epoch": 0.201212789415656, "grad_norm": 1.023617657326464, "learning_rate": 1.1464566929133861e-05, "loss": 0.2937, "loss_nan_ranks": 0, "loss_rank_avg": 0.17073982954025269, "step": 365, "valid_targets_mean": 1943.9, "valid_targets_min": 865 }, { "epoch": 0.2039691289966924, "grad_norm": 1.0026599725658034, "learning_rate": 1.162204724409449e-05, "loss": 0.2913, "loss_nan_ranks": 0, "loss_rank_avg": 0.12909388542175293, "step": 370, "valid_targets_mean": 1323.0, "valid_targets_min": 1018 }, { "epoch": 0.20672546857772878, "grad_norm": 0.9684110258183802, "learning_rate": 1.177952755905512e-05, "loss": 0.2933, "loss_nan_ranks": 0, "loss_rank_avg": 0.15493203699588776, "step": 375, "valid_targets_mean": 1712.6, "valid_targets_min": 708 }, { "epoch": 0.20948180815876516, "grad_norm": 1.2171262527001416, "learning_rate": 1.193700787401575e-05, "loss": 0.2792, "loss_nan_ranks": 0, "loss_rank_avg": 0.12298417091369629, "step": 380, "valid_targets_mean": 1137.1, "valid_targets_min": 657 }, { "epoch": 0.21223814773980154, "grad_norm": 1.0030073116623575, "learning_rate": 1.2094488188976379e-05, "loss": 0.2879, "loss_nan_ranks": 0, "loss_rank_avg": 0.13702605664730072, "step": 385, "valid_targets_mean": 1440.4, "valid_targets_min": 661 }, { "epoch": 0.21499448732083792, "grad_norm": 0.9439151485330421, "learning_rate": 1.2251968503937009e-05, "loss": 0.2946, "loss_nan_ranks": 0, "loss_rank_avg": 0.10151394456624985, "step": 390, "valid_targets_mean": 1238.1, "valid_targets_min": 858 }, { "epoch": 0.2177508269018743, "grad_norm": 1.1937652205842209, "learning_rate": 1.2409448818897638e-05, "loss": 0.2651, "loss_nan_ranks": 0, "loss_rank_avg": 0.16189324855804443, "step": 395, "valid_targets_mean": 1564.0, "valid_targets_min": 949 }, { "epoch": 0.2205071664829107, "grad_norm": 0.9630529800475339, "learning_rate": 1.2566929133858268e-05, "loss": 0.2774, "loss_nan_ranks": 0, "loss_rank_avg": 0.13084812462329865, "step": 400, "valid_targets_mean": 1533.5, "valid_targets_min": 684 }, { "epoch": 0.22326350606394707, "grad_norm": 1.013663282485196, "learning_rate": 1.2724409448818899e-05, "loss": 0.2716, "loss_nan_ranks": 0, "loss_rank_avg": 0.15152710676193237, "step": 405, "valid_targets_mean": 1604.9, "valid_targets_min": 701 }, { "epoch": 0.22601984564498345, "grad_norm": 1.2747746644200577, "learning_rate": 1.288188976377953e-05, "loss": 0.2665, "loss_nan_ranks": 0, "loss_rank_avg": 0.10031342506408691, "step": 410, "valid_targets_mean": 1186.8, "valid_targets_min": 776 }, { "epoch": 0.22877618522601983, "grad_norm": 1.0045241440870982, "learning_rate": 1.303937007874016e-05, "loss": 0.2818, "loss_nan_ranks": 0, "loss_rank_avg": 0.14396819472312927, "step": 415, "valid_targets_mean": 1462.8, "valid_targets_min": 821 }, { "epoch": 0.23153252480705622, "grad_norm": 1.1221966632471743, "learning_rate": 1.3196850393700789e-05, "loss": 0.2592, "loss_nan_ranks": 0, "loss_rank_avg": 0.11405763030052185, "step": 420, "valid_targets_mean": 1345.4, "valid_targets_min": 867 }, { "epoch": 0.2342888643880926, "grad_norm": 1.1024764767248383, "learning_rate": 1.3354330708661419e-05, "loss": 0.2712, "loss_nan_ranks": 0, "loss_rank_avg": 0.11062923073768616, "step": 425, "valid_targets_mean": 1279.9, "valid_targets_min": 780 }, { "epoch": 0.237045203969129, "grad_norm": 1.0126668533386174, "learning_rate": 1.3511811023622048e-05, "loss": 0.2728, "loss_nan_ranks": 0, "loss_rank_avg": 0.11329410970211029, "step": 430, "valid_targets_mean": 1299.2, "valid_targets_min": 792 }, { "epoch": 0.2398015435501654, "grad_norm": 0.9858509249350107, "learning_rate": 1.3669291338582678e-05, "loss": 0.269, "loss_nan_ranks": 0, "loss_rank_avg": 0.11664732545614243, "step": 435, "valid_targets_mean": 1305.6, "valid_targets_min": 805 }, { "epoch": 0.24255788313120177, "grad_norm": 0.9650157455414021, "learning_rate": 1.3826771653543307e-05, "loss": 0.2669, "loss_nan_ranks": 0, "loss_rank_avg": 0.1122482493519783, "step": 440, "valid_targets_mean": 1392.9, "valid_targets_min": 802 }, { "epoch": 0.24531422271223816, "grad_norm": 1.0767398510619248, "learning_rate": 1.3984251968503938e-05, "loss": 0.2633, "loss_nan_ranks": 0, "loss_rank_avg": 0.09951470792293549, "step": 445, "valid_targets_mean": 1183.9, "valid_targets_min": 658 }, { "epoch": 0.24807056229327454, "grad_norm": 0.9353557534438305, "learning_rate": 1.4141732283464568e-05, "loss": 0.2463, "loss_nan_ranks": 0, "loss_rank_avg": 0.10740942507982254, "step": 450, "valid_targets_mean": 1540.5, "valid_targets_min": 852 }, { "epoch": 0.2508269018743109, "grad_norm": 0.9578004827876149, "learning_rate": 1.4299212598425199e-05, "loss": 0.2649, "loss_nan_ranks": 0, "loss_rank_avg": 0.13750100135803223, "step": 455, "valid_targets_mean": 1697.2, "valid_targets_min": 716 }, { "epoch": 0.2535832414553473, "grad_norm": 0.9824159553885203, "learning_rate": 1.4456692913385829e-05, "loss": 0.2677, "loss_nan_ranks": 0, "loss_rank_avg": 0.09515532851219177, "step": 460, "valid_targets_mean": 1251.9, "valid_targets_min": 763 }, { "epoch": 0.25633958103638366, "grad_norm": 0.97689002243497, "learning_rate": 1.4614173228346458e-05, "loss": 0.2614, "loss_nan_ranks": 0, "loss_rank_avg": 0.1298409104347229, "step": 465, "valid_targets_mean": 1545.5, "valid_targets_min": 874 }, { "epoch": 0.25909592061742004, "grad_norm": 1.0422840548566852, "learning_rate": 1.4771653543307088e-05, "loss": 0.2589, "loss_nan_ranks": 0, "loss_rank_avg": 0.12738534808158875, "step": 470, "valid_targets_mean": 1356.6, "valid_targets_min": 736 }, { "epoch": 0.2618522601984565, "grad_norm": 0.9754211110993389, "learning_rate": 1.4929133858267717e-05, "loss": 0.2697, "loss_nan_ranks": 0, "loss_rank_avg": 0.14909060299396515, "step": 475, "valid_targets_mean": 1661.6, "valid_targets_min": 759 }, { "epoch": 0.26460859977949286, "grad_norm": 1.0416795259799272, "learning_rate": 1.5086614173228347e-05, "loss": 0.2513, "loss_nan_ranks": 0, "loss_rank_avg": 0.11041361093521118, "step": 480, "valid_targets_mean": 1315.0, "valid_targets_min": 1045 }, { "epoch": 0.26736493936052924, "grad_norm": 1.5132575842185814, "learning_rate": 1.5244094488188978e-05, "loss": 0.2713, "loss_nan_ranks": 0, "loss_rank_avg": 0.14459916949272156, "step": 485, "valid_targets_mean": 1722.8, "valid_targets_min": 847 }, { "epoch": 0.2701212789415656, "grad_norm": 1.229596865988589, "learning_rate": 1.5401574803149607e-05, "loss": 0.2709, "loss_nan_ranks": 0, "loss_rank_avg": 0.1392192542552948, "step": 490, "valid_targets_mean": 1637.4, "valid_targets_min": 906 }, { "epoch": 0.272877618522602, "grad_norm": 1.018369930018895, "learning_rate": 1.555905511811024e-05, "loss": 0.2749, "loss_nan_ranks": 0, "loss_rank_avg": 0.11700350046157837, "step": 495, "valid_targets_mean": 1473.2, "valid_targets_min": 760 }, { "epoch": 0.2756339581036384, "grad_norm": 0.8957757268045856, "learning_rate": 1.5716535433070866e-05, "loss": 0.2545, "loss_nan_ranks": 0, "loss_rank_avg": 0.11958117038011551, "step": 500, "valid_targets_mean": 1519.1, "valid_targets_min": 821 }, { "epoch": 0.27839029768467477, "grad_norm": 0.9374016494813244, "learning_rate": 1.5874015748031498e-05, "loss": 0.2538, "loss_nan_ranks": 0, "loss_rank_avg": 0.12481006979942322, "step": 505, "valid_targets_mean": 1582.4, "valid_targets_min": 982 }, { "epoch": 0.28114663726571115, "grad_norm": 3.1426216470752353, "learning_rate": 1.6031496062992126e-05, "loss": 0.2653, "loss_nan_ranks": 0, "loss_rank_avg": 0.12947680056095123, "step": 510, "valid_targets_mean": 1568.8, "valid_targets_min": 815 }, { "epoch": 0.28390297684674753, "grad_norm": 0.9692321238203334, "learning_rate": 1.6188976377952757e-05, "loss": 0.2546, "loss_nan_ranks": 0, "loss_rank_avg": 0.12825597822666168, "step": 515, "valid_targets_mean": 1417.9, "valid_targets_min": 720 }, { "epoch": 0.2866593164277839, "grad_norm": 1.021941382458699, "learning_rate": 1.6346456692913385e-05, "loss": 0.2477, "loss_nan_ranks": 0, "loss_rank_avg": 0.09396955370903015, "step": 520, "valid_targets_mean": 1146.1, "valid_targets_min": 740 }, { "epoch": 0.2894156560088203, "grad_norm": 1.0325986156767561, "learning_rate": 1.650393700787402e-05, "loss": 0.2562, "loss_nan_ranks": 0, "loss_rank_avg": 0.1393774449825287, "step": 525, "valid_targets_mean": 1676.6, "valid_targets_min": 733 }, { "epoch": 0.2921719955898567, "grad_norm": 0.9898836513074519, "learning_rate": 1.6661417322834647e-05, "loss": 0.2593, "loss_nan_ranks": 0, "loss_rank_avg": 0.1543339192867279, "step": 530, "valid_targets_mean": 1928.6, "valid_targets_min": 743 }, { "epoch": 0.29492833517089306, "grad_norm": 0.9652968639736843, "learning_rate": 1.6818897637795278e-05, "loss": 0.2561, "loss_nan_ranks": 0, "loss_rank_avg": 0.14497727155685425, "step": 535, "valid_targets_mean": 1836.4, "valid_targets_min": 619 }, { "epoch": 0.29768467475192945, "grad_norm": 0.9203871220770407, "learning_rate": 1.6976377952755906e-05, "loss": 0.249, "loss_nan_ranks": 0, "loss_rank_avg": 0.14922620356082916, "step": 540, "valid_targets_mean": 1631.6, "valid_targets_min": 784 }, { "epoch": 0.30044101433296583, "grad_norm": 0.8366961734159202, "learning_rate": 1.7133858267716537e-05, "loss": 0.2542, "loss_nan_ranks": 0, "loss_rank_avg": 0.12488574534654617, "step": 545, "valid_targets_mean": 1962.4, "valid_targets_min": 739 }, { "epoch": 0.3031973539140022, "grad_norm": 1.049401734887797, "learning_rate": 1.7291338582677165e-05, "loss": 0.2489, "loss_nan_ranks": 0, "loss_rank_avg": 0.1140659749507904, "step": 550, "valid_targets_mean": 1426.4, "valid_targets_min": 710 }, { "epoch": 0.3059536934950386, "grad_norm": 0.9808829995648646, "learning_rate": 1.7448818897637796e-05, "loss": 0.2504, "loss_nan_ranks": 0, "loss_rank_avg": 0.13592153787612915, "step": 555, "valid_targets_mean": 1690.1, "valid_targets_min": 1121 }, { "epoch": 0.308710033076075, "grad_norm": 1.0312967179269659, "learning_rate": 1.7606299212598424e-05, "loss": 0.2482, "loss_nan_ranks": 0, "loss_rank_avg": 0.13333091139793396, "step": 560, "valid_targets_mean": 1519.1, "valid_targets_min": 721 }, { "epoch": 0.31146637265711136, "grad_norm": 0.979250505106601, "learning_rate": 1.776377952755906e-05, "loss": 0.2344, "loss_nan_ranks": 0, "loss_rank_avg": 0.10655708611011505, "step": 565, "valid_targets_mean": 1284.8, "valid_targets_min": 660 }, { "epoch": 0.31422271223814774, "grad_norm": 1.1425190157218426, "learning_rate": 1.7921259842519687e-05, "loss": 0.2405, "loss_nan_ranks": 0, "loss_rank_avg": 0.11416280269622803, "step": 570, "valid_targets_mean": 1513.5, "valid_targets_min": 1009 }, { "epoch": 0.3169790518191841, "grad_norm": 0.9522749729264568, "learning_rate": 1.8078740157480318e-05, "loss": 0.2515, "loss_nan_ranks": 0, "loss_rank_avg": 0.13329800963401794, "step": 575, "valid_targets_mean": 1724.6, "valid_targets_min": 1273 }, { "epoch": 0.3197353914002205, "grad_norm": 1.266482727575943, "learning_rate": 1.8236220472440946e-05, "loss": 0.2379, "loss_nan_ranks": 0, "loss_rank_avg": 0.1285274773836136, "step": 580, "valid_targets_mean": 1481.1, "valid_targets_min": 806 }, { "epoch": 0.3224917309812569, "grad_norm": 0.9123829825437727, "learning_rate": 1.8393700787401577e-05, "loss": 0.252, "loss_nan_ranks": 0, "loss_rank_avg": 0.1404200792312622, "step": 585, "valid_targets_mean": 1545.4, "valid_targets_min": 678 }, { "epoch": 0.32524807056229327, "grad_norm": 0.9452884021577623, "learning_rate": 1.8551181102362205e-05, "loss": 0.2466, "loss_nan_ranks": 0, "loss_rank_avg": 0.11781813204288483, "step": 590, "valid_targets_mean": 1649.8, "valid_targets_min": 1290 }, { "epoch": 0.32800441014332965, "grad_norm": 1.0797530398147628, "learning_rate": 1.8708661417322836e-05, "loss": 0.2473, "loss_nan_ranks": 0, "loss_rank_avg": 0.11188550293445587, "step": 595, "valid_targets_mean": 1363.4, "valid_targets_min": 789 }, { "epoch": 0.33076074972436603, "grad_norm": 0.9742387097574635, "learning_rate": 1.8866141732283464e-05, "loss": 0.243, "loss_nan_ranks": 0, "loss_rank_avg": 0.13744091987609863, "step": 600, "valid_targets_mean": 1756.9, "valid_targets_min": 589 }, { "epoch": 0.3335170893054024, "grad_norm": 1.0007130907728197, "learning_rate": 1.9023622047244098e-05, "loss": 0.2493, "loss_nan_ranks": 0, "loss_rank_avg": 0.13109591603279114, "step": 605, "valid_targets_mean": 1581.2, "valid_targets_min": 659 }, { "epoch": 0.3362734288864388, "grad_norm": 0.9836978799108544, "learning_rate": 1.9181102362204726e-05, "loss": 0.2528, "loss_nan_ranks": 0, "loss_rank_avg": 0.121638223528862, "step": 610, "valid_targets_mean": 1332.0, "valid_targets_min": 619 }, { "epoch": 0.3390297684674752, "grad_norm": 1.0137480335223172, "learning_rate": 1.9338582677165357e-05, "loss": 0.2493, "loss_nan_ranks": 0, "loss_rank_avg": 0.07734552025794983, "step": 615, "valid_targets_mean": 1093.6, "valid_targets_min": 624 }, { "epoch": 0.34178610804851156, "grad_norm": 0.9702634228924609, "learning_rate": 1.9496062992125985e-05, "loss": 0.2623, "loss_nan_ranks": 0, "loss_rank_avg": 0.09776420891284943, "step": 620, "valid_targets_mean": 1478.8, "valid_targets_min": 883 }, { "epoch": 0.34454244762954794, "grad_norm": 0.8711980109735163, "learning_rate": 1.9653543307086616e-05, "loss": 0.2536, "loss_nan_ranks": 0, "loss_rank_avg": 0.13349077105522156, "step": 625, "valid_targets_mean": 1750.6, "valid_targets_min": 633 }, { "epoch": 0.3472987872105843, "grad_norm": 1.036347932698403, "learning_rate": 1.9811023622047244e-05, "loss": 0.2558, "loss_nan_ranks": 0, "loss_rank_avg": 0.14377659559249878, "step": 630, "valid_targets_mean": 1472.2, "valid_targets_min": 520 }, { "epoch": 0.3500551267916207, "grad_norm": 1.1103956320828516, "learning_rate": 1.9968503937007875e-05, "loss": 0.2415, "loss_nan_ranks": 0, "loss_rank_avg": 0.11092190444469452, "step": 635, "valid_targets_mean": 1226.2, "valid_targets_min": 696 }, { "epoch": 0.3528114663726571, "grad_norm": 0.912955910938678, "learning_rate": 2.0125984251968503e-05, "loss": 0.2383, "loss_nan_ranks": 0, "loss_rank_avg": 0.13074325025081635, "step": 640, "valid_targets_mean": 1665.5, "valid_targets_min": 1008 }, { "epoch": 0.35556780595369347, "grad_norm": 1.0010063000344573, "learning_rate": 2.0283464566929134e-05, "loss": 0.2451, "loss_nan_ranks": 0, "loss_rank_avg": 0.12039319425821304, "step": 645, "valid_targets_mean": 1405.9, "valid_targets_min": 768 }, { "epoch": 0.35832414553472985, "grad_norm": 0.9147869696446752, "learning_rate": 2.0440944881889762e-05, "loss": 0.2475, "loss_nan_ranks": 0, "loss_rank_avg": 0.10318435728549957, "step": 650, "valid_targets_mean": 1294.5, "valid_targets_min": 744 }, { "epoch": 0.36108048511576624, "grad_norm": 1.1019785053346651, "learning_rate": 2.0598425196850393e-05, "loss": 0.2428, "loss_nan_ranks": 0, "loss_rank_avg": 0.10286827385425568, "step": 655, "valid_targets_mean": 1116.0, "valid_targets_min": 679 }, { "epoch": 0.3638368246968026, "grad_norm": 0.8919284575300424, "learning_rate": 2.0755905511811028e-05, "loss": 0.2359, "loss_nan_ranks": 0, "loss_rank_avg": 0.14463713765144348, "step": 660, "valid_targets_mean": 1898.9, "valid_targets_min": 1340 }, { "epoch": 0.36659316427783906, "grad_norm": 0.9701501265595001, "learning_rate": 2.0913385826771656e-05, "loss": 0.2517, "loss_nan_ranks": 0, "loss_rank_avg": 0.17601154744625092, "step": 665, "valid_targets_mean": 1631.6, "valid_targets_min": 850 }, { "epoch": 0.36934950385887544, "grad_norm": 0.9901937001000649, "learning_rate": 2.1070866141732287e-05, "loss": 0.237, "loss_nan_ranks": 0, "loss_rank_avg": 0.10573569685220718, "step": 670, "valid_targets_mean": 1451.9, "valid_targets_min": 902 }, { "epoch": 0.3721058434399118, "grad_norm": 0.9756766540498443, "learning_rate": 2.1228346456692915e-05, "loss": 0.2342, "loss_nan_ranks": 0, "loss_rank_avg": 0.13148336112499237, "step": 675, "valid_targets_mean": 1667.8, "valid_targets_min": 1237 }, { "epoch": 0.3748621830209482, "grad_norm": 0.7044212434733603, "learning_rate": 2.1385826771653546e-05, "loss": 0.2318, "loss_nan_ranks": 0, "loss_rank_avg": 0.09703606367111206, "step": 680, "valid_targets_mean": 1690.6, "valid_targets_min": 916 }, { "epoch": 0.3776185226019846, "grad_norm": 1.0033465968147017, "learning_rate": 2.1543307086614177e-05, "loss": 0.2182, "loss_nan_ranks": 0, "loss_rank_avg": 0.10079711675643921, "step": 685, "valid_targets_mean": 1573.8, "valid_targets_min": 925 }, { "epoch": 0.38037486218302097, "grad_norm": 0.8841758471203265, "learning_rate": 2.1700787401574805e-05, "loss": 0.2416, "loss_nan_ranks": 0, "loss_rank_avg": 0.12383813410997391, "step": 690, "valid_targets_mean": 1649.0, "valid_targets_min": 1220 }, { "epoch": 0.38313120176405735, "grad_norm": 0.895200736657787, "learning_rate": 2.1858267716535436e-05, "loss": 0.2365, "loss_nan_ranks": 0, "loss_rank_avg": 0.11923413723707199, "step": 695, "valid_targets_mean": 1560.5, "valid_targets_min": 869 }, { "epoch": 0.38588754134509373, "grad_norm": 0.9656032825338556, "learning_rate": 2.2015748031496064e-05, "loss": 0.2405, "loss_nan_ranks": 0, "loss_rank_avg": 0.11378061771392822, "step": 700, "valid_targets_mean": 1559.4, "valid_targets_min": 821 }, { "epoch": 0.3886438809261301, "grad_norm": 1.0812058433860616, "learning_rate": 2.2173228346456695e-05, "loss": 0.2439, "loss_nan_ranks": 0, "loss_rank_avg": 0.10770085453987122, "step": 705, "valid_targets_mean": 1535.9, "valid_targets_min": 1211 }, { "epoch": 0.3914002205071665, "grad_norm": 0.9754684079077902, "learning_rate": 2.2330708661417323e-05, "loss": 0.2331, "loss_nan_ranks": 0, "loss_rank_avg": 0.10976245999336243, "step": 710, "valid_targets_mean": 1264.5, "valid_targets_min": 590 }, { "epoch": 0.3941565600882029, "grad_norm": 1.002206594754782, "learning_rate": 2.2488188976377954e-05, "loss": 0.248, "loss_nan_ranks": 0, "loss_rank_avg": 0.09050289541482925, "step": 715, "valid_targets_mean": 1228.1, "valid_targets_min": 644 }, { "epoch": 0.39691289966923926, "grad_norm": 0.9653029505100796, "learning_rate": 2.2645669291338582e-05, "loss": 0.3437, "loss_nan_ranks": 0, "loss_rank_avg": 0.20324426889419556, "step": 720, "valid_targets_mean": 5088.5, "valid_targets_min": 1966 }, { "epoch": 0.39966923925027564, "grad_norm": 0.7136745563133086, "learning_rate": 2.2803149606299214e-05, "loss": 0.4111, "loss_nan_ranks": 0, "loss_rank_avg": 0.22606512904167175, "step": 725, "valid_targets_mean": 5210.0, "valid_targets_min": 1628 }, { "epoch": 0.402425578831312, "grad_norm": 0.940106817222379, "learning_rate": 2.296062992125984e-05, "loss": 0.404, "loss_nan_ranks": 0, "loss_rank_avg": 0.2563844919204712, "step": 730, "valid_targets_mean": 5955.5, "valid_targets_min": 3288 }, { "epoch": 0.4051819184123484, "grad_norm": 0.6270625170060502, "learning_rate": 2.3118110236220473e-05, "loss": 0.3837, "loss_nan_ranks": 0, "loss_rank_avg": 0.16112765669822693, "step": 735, "valid_targets_mean": 4237.4, "valid_targets_min": 2734 }, { "epoch": 0.4079382579933848, "grad_norm": 0.6152741400818889, "learning_rate": 2.3275590551181107e-05, "loss": 0.3798, "loss_nan_ranks": 0, "loss_rank_avg": 0.15670859813690186, "step": 740, "valid_targets_mean": 3888.1, "valid_targets_min": 1439 }, { "epoch": 0.41069459757442117, "grad_norm": 0.5597278248256056, "learning_rate": 2.3433070866141735e-05, "loss": 0.3967, "loss_nan_ranks": 0, "loss_rank_avg": 0.15280428528785706, "step": 745, "valid_targets_mean": 4472.4, "valid_targets_min": 1512 }, { "epoch": 0.41345093715545755, "grad_norm": 0.589097976392343, "learning_rate": 2.3590551181102366e-05, "loss": 0.3637, "loss_nan_ranks": 0, "loss_rank_avg": 0.201160728931427, "step": 750, "valid_targets_mean": 5120.1, "valid_targets_min": 2394 }, { "epoch": 0.41620727673649394, "grad_norm": 0.5472108289313626, "learning_rate": 2.3748031496062994e-05, "loss": 0.3746, "loss_nan_ranks": 0, "loss_rank_avg": 0.15171462297439575, "step": 755, "valid_targets_mean": 3248.4, "valid_targets_min": 1654 }, { "epoch": 0.4189636163175303, "grad_norm": 0.5009310919395555, "learning_rate": 2.3905511811023625e-05, "loss": 0.3699, "loss_nan_ranks": 0, "loss_rank_avg": 0.17371916770935059, "step": 760, "valid_targets_mean": 5733.6, "valid_targets_min": 4625 }, { "epoch": 0.4217199558985667, "grad_norm": 0.6314557641365345, "learning_rate": 2.4062992125984253e-05, "loss": 0.3883, "loss_nan_ranks": 0, "loss_rank_avg": 0.1840207576751709, "step": 765, "valid_targets_mean": 4134.8, "valid_targets_min": 1544 }, { "epoch": 0.4244762954796031, "grad_norm": 0.5199745549887628, "learning_rate": 2.4220472440944884e-05, "loss": 0.3687, "loss_nan_ranks": 0, "loss_rank_avg": 0.17755737900733948, "step": 770, "valid_targets_mean": 5856.9, "valid_targets_min": 950 }, { "epoch": 0.42723263506063947, "grad_norm": 0.5545263570617492, "learning_rate": 2.4377952755905516e-05, "loss": 0.3694, "loss_nan_ranks": 0, "loss_rank_avg": 0.19994176924228668, "step": 775, "valid_targets_mean": 4966.5, "valid_targets_min": 1263 }, { "epoch": 0.42998897464167585, "grad_norm": 0.5275397494180947, "learning_rate": 2.4535433070866143e-05, "loss": 0.3654, "loss_nan_ranks": 0, "loss_rank_avg": 0.17413097620010376, "step": 780, "valid_targets_mean": 5353.5, "valid_targets_min": 1980 }, { "epoch": 0.43274531422271223, "grad_norm": 0.6151386572669745, "learning_rate": 2.4692913385826775e-05, "loss": 0.3711, "loss_nan_ranks": 0, "loss_rank_avg": 0.15998968482017517, "step": 785, "valid_targets_mean": 3883.9, "valid_targets_min": 1755 }, { "epoch": 0.4355016538037486, "grad_norm": 0.6935850768067239, "learning_rate": 2.4850393700787402e-05, "loss": 0.3788, "loss_nan_ranks": 0, "loss_rank_avg": 0.17765235900878906, "step": 790, "valid_targets_mean": 3182.1, "valid_targets_min": 1451 }, { "epoch": 0.438257993384785, "grad_norm": 0.6257142169924204, "learning_rate": 2.5007874015748034e-05, "loss": 0.3744, "loss_nan_ranks": 0, "loss_rank_avg": 0.18989720940589905, "step": 795, "valid_targets_mean": 4275.6, "valid_targets_min": 1858 }, { "epoch": 0.4410143329658214, "grad_norm": 0.6273796431822124, "learning_rate": 2.516535433070866e-05, "loss": 0.3704, "loss_nan_ranks": 0, "loss_rank_avg": 0.19122779369354248, "step": 800, "valid_targets_mean": 4332.5, "valid_targets_min": 2339 }, { "epoch": 0.44377067254685776, "grad_norm": 0.6099524507798427, "learning_rate": 2.5322834645669293e-05, "loss": 0.3817, "loss_nan_ranks": 0, "loss_rank_avg": 0.19384393095970154, "step": 805, "valid_targets_mean": 3915.5, "valid_targets_min": 2766 }, { "epoch": 0.44652701212789414, "grad_norm": 0.6948751597682489, "learning_rate": 2.548031496062992e-05, "loss": 0.387, "loss_nan_ranks": 0, "loss_rank_avg": 0.20750582218170166, "step": 810, "valid_targets_mean": 3645.6, "valid_targets_min": 1205 }, { "epoch": 0.4492833517089305, "grad_norm": 0.5636526389704282, "learning_rate": 2.563779527559055e-05, "loss": 0.3729, "loss_nan_ranks": 0, "loss_rank_avg": 0.15280693769454956, "step": 815, "valid_targets_mean": 3829.5, "valid_targets_min": 2000 }, { "epoch": 0.4520396912899669, "grad_norm": 0.6329330164837811, "learning_rate": 2.5795275590551186e-05, "loss": 0.3777, "loss_nan_ranks": 0, "loss_rank_avg": 0.18266147375106812, "step": 820, "valid_targets_mean": 3772.6, "valid_targets_min": 1018 }, { "epoch": 0.4547960308710033, "grad_norm": 0.60374305961393, "learning_rate": 2.5952755905511814e-05, "loss": 0.3571, "loss_nan_ranks": 0, "loss_rank_avg": 0.2090250849723816, "step": 825, "valid_targets_mean": 4300.1, "valid_targets_min": 2297 }, { "epoch": 0.45755237045203967, "grad_norm": 0.6241781392542569, "learning_rate": 2.6110236220472445e-05, "loss": 0.3521, "loss_nan_ranks": 0, "loss_rank_avg": 0.19918176531791687, "step": 830, "valid_targets_mean": 4547.6, "valid_targets_min": 2045 }, { "epoch": 0.46030871003307605, "grad_norm": 0.6545456915390673, "learning_rate": 2.6267716535433073e-05, "loss": 0.356, "loss_nan_ranks": 0, "loss_rank_avg": 0.2449052631855011, "step": 835, "valid_targets_mean": 4654.5, "valid_targets_min": 3370 }, { "epoch": 0.46306504961411243, "grad_norm": 0.6224734961527387, "learning_rate": 2.6425196850393704e-05, "loss": 0.3681, "loss_nan_ranks": 0, "loss_rank_avg": 0.17789021134376526, "step": 840, "valid_targets_mean": 3721.4, "valid_targets_min": 1743 }, { "epoch": 0.4658213891951488, "grad_norm": 0.6101007030559096, "learning_rate": 2.6582677165354332e-05, "loss": 0.3689, "loss_nan_ranks": 0, "loss_rank_avg": 0.1693587601184845, "step": 845, "valid_targets_mean": 3319.9, "valid_targets_min": 1569 }, { "epoch": 0.4685777287761852, "grad_norm": 0.5778946527703491, "learning_rate": 2.6740157480314963e-05, "loss": 0.3504, "loss_nan_ranks": 0, "loss_rank_avg": 0.17173618078231812, "step": 850, "valid_targets_mean": 4595.6, "valid_targets_min": 1537 }, { "epoch": 0.47133406835722164, "grad_norm": 0.5626214839049044, "learning_rate": 2.689763779527559e-05, "loss": 0.3514, "loss_nan_ranks": 0, "loss_rank_avg": 0.1453714668750763, "step": 855, "valid_targets_mean": 4320.4, "valid_targets_min": 1934 }, { "epoch": 0.474090407938258, "grad_norm": 0.6256849943100633, "learning_rate": 2.7055118110236222e-05, "loss": 0.3607, "loss_nan_ranks": 0, "loss_rank_avg": 0.15242540836334229, "step": 860, "valid_targets_mean": 3487.9, "valid_targets_min": 2556 }, { "epoch": 0.4768467475192944, "grad_norm": 0.6037494235011468, "learning_rate": 2.7212598425196854e-05, "loss": 0.3587, "loss_nan_ranks": 0, "loss_rank_avg": 0.16787093877792358, "step": 865, "valid_targets_mean": 4068.8, "valid_targets_min": 2648 }, { "epoch": 0.4796030871003308, "grad_norm": 0.5971338817629256, "learning_rate": 2.737007874015748e-05, "loss": 0.3481, "loss_nan_ranks": 0, "loss_rank_avg": 0.16925574839115143, "step": 870, "valid_targets_mean": 4032.1, "valid_targets_min": 1349 }, { "epoch": 0.48235942668136716, "grad_norm": 0.6505109914583836, "learning_rate": 2.7527559055118113e-05, "loss": 0.353, "loss_nan_ranks": 0, "loss_rank_avg": 0.1337091475725174, "step": 875, "valid_targets_mean": 2994.6, "valid_targets_min": 1566 }, { "epoch": 0.48511576626240355, "grad_norm": 0.716702439020288, "learning_rate": 2.768503937007874e-05, "loss": 0.3634, "loss_nan_ranks": 0, "loss_rank_avg": 0.14347165822982788, "step": 880, "valid_targets_mean": 2621.4, "valid_targets_min": 1499 }, { "epoch": 0.48787210584343993, "grad_norm": 0.6216700206602679, "learning_rate": 2.7842519685039372e-05, "loss": 0.3422, "loss_nan_ranks": 0, "loss_rank_avg": 0.15769225358963013, "step": 885, "valid_targets_mean": 3408.1, "valid_targets_min": 2030 }, { "epoch": 0.4906284454244763, "grad_norm": 0.7455336132785676, "learning_rate": 2.8e-05, "loss": 0.3685, "loss_nan_ranks": 0, "loss_rank_avg": 0.2071845531463623, "step": 890, "valid_targets_mean": 2845.1, "valid_targets_min": 1346 }, { "epoch": 0.4933847850055127, "grad_norm": 0.8013081494066265, "learning_rate": 2.815748031496063e-05, "loss": 0.3593, "loss_nan_ranks": 0, "loss_rank_avg": 0.19865600764751434, "step": 895, "valid_targets_mean": 2974.1, "valid_targets_min": 1821 }, { "epoch": 0.4961411245865491, "grad_norm": 0.6288299107638378, "learning_rate": 2.8314960629921265e-05, "loss": 0.353, "loss_nan_ranks": 0, "loss_rank_avg": 0.1870521903038025, "step": 900, "valid_targets_mean": 3943.6, "valid_targets_min": 2525 }, { "epoch": 0.49889746416758546, "grad_norm": 0.6916368657675858, "learning_rate": 2.8472440944881893e-05, "loss": 0.3472, "loss_nan_ranks": 0, "loss_rank_avg": 0.16577574610710144, "step": 905, "valid_targets_mean": 3039.4, "valid_targets_min": 2070 }, { "epoch": 0.5016538037486218, "grad_norm": 0.699768360392489, "learning_rate": 2.8629921259842524e-05, "loss": 0.3481, "loss_nan_ranks": 0, "loss_rank_avg": 0.15919555723667145, "step": 910, "valid_targets_mean": 2970.5, "valid_targets_min": 1152 }, { "epoch": 0.5044101433296582, "grad_norm": 0.6475930225779623, "learning_rate": 2.8787401574803152e-05, "loss": 0.3446, "loss_nan_ranks": 0, "loss_rank_avg": 0.15473319590091705, "step": 915, "valid_targets_mean": 3201.1, "valid_targets_min": 1850 }, { "epoch": 0.5071664829106945, "grad_norm": 0.6435583752225621, "learning_rate": 2.8944881889763783e-05, "loss": 0.3555, "loss_nan_ranks": 0, "loss_rank_avg": 0.1666574776172638, "step": 920, "valid_targets_mean": 3636.6, "valid_targets_min": 2196 }, { "epoch": 0.5099228224917309, "grad_norm": 0.6107755406083548, "learning_rate": 2.910236220472441e-05, "loss": 0.3535, "loss_nan_ranks": 0, "loss_rank_avg": 0.14116963744163513, "step": 925, "valid_targets_mean": 3762.9, "valid_targets_min": 1390 }, { "epoch": 0.5126791620727673, "grad_norm": 0.5792609842458837, "learning_rate": 2.9259842519685043e-05, "loss": 0.349, "loss_nan_ranks": 0, "loss_rank_avg": 0.1683681309223175, "step": 930, "valid_targets_mean": 4341.6, "valid_targets_min": 1844 }, { "epoch": 0.5154355016538037, "grad_norm": 0.7647537740460914, "learning_rate": 2.941732283464567e-05, "loss": 0.3464, "loss_nan_ranks": 0, "loss_rank_avg": 0.1972532421350479, "step": 935, "valid_targets_mean": 4335.2, "valid_targets_min": 1733 }, { "epoch": 0.5181918412348401, "grad_norm": 0.6093904312433199, "learning_rate": 2.95748031496063e-05, "loss": 0.3418, "loss_nan_ranks": 0, "loss_rank_avg": 0.191727876663208, "step": 940, "valid_targets_mean": 4243.1, "valid_targets_min": 2065 }, { "epoch": 0.5209481808158766, "grad_norm": 0.5815924860097553, "learning_rate": 2.9732283464566933e-05, "loss": 0.3469, "loss_nan_ranks": 0, "loss_rank_avg": 0.16618087887763977, "step": 945, "valid_targets_mean": 4171.9, "valid_targets_min": 2348 }, { "epoch": 0.523704520396913, "grad_norm": 0.564107060656102, "learning_rate": 2.988976377952756e-05, "loss": 0.3398, "loss_nan_ranks": 0, "loss_rank_avg": 0.18566842377185822, "step": 950, "valid_targets_mean": 4153.1, "valid_targets_min": 1603 }, { "epoch": 0.5264608599779493, "grad_norm": 0.7171076200840043, "learning_rate": 3.0047244094488192e-05, "loss": 0.3581, "loss_nan_ranks": 0, "loss_rank_avg": 0.18485206365585327, "step": 955, "valid_targets_mean": 3267.9, "valid_targets_min": 1377 }, { "epoch": 0.5292171995589857, "grad_norm": 0.6410217222662009, "learning_rate": 3.020472440944882e-05, "loss": 0.3578, "loss_nan_ranks": 0, "loss_rank_avg": 0.15395814180374146, "step": 960, "valid_targets_mean": 3298.8, "valid_targets_min": 1902 }, { "epoch": 0.5319735391400221, "grad_norm": 0.6693956946083943, "learning_rate": 3.036220472440945e-05, "loss": 0.3442, "loss_nan_ranks": 0, "loss_rank_avg": 0.1517816185951233, "step": 965, "valid_targets_mean": 3316.8, "valid_targets_min": 653 }, { "epoch": 0.5347298787210585, "grad_norm": 0.6171129373012616, "learning_rate": 3.051968503937008e-05, "loss": 0.3461, "loss_nan_ranks": 0, "loss_rank_avg": 0.1666797548532486, "step": 970, "valid_targets_mean": 3900.8, "valid_targets_min": 2593 }, { "epoch": 0.5374862183020949, "grad_norm": 0.5926348193407744, "learning_rate": 3.067716535433071e-05, "loss": 0.3496, "loss_nan_ranks": 0, "loss_rank_avg": 0.1847071349620819, "step": 975, "valid_targets_mean": 4461.6, "valid_targets_min": 1736 }, { "epoch": 0.5402425578831312, "grad_norm": 0.6314373721385794, "learning_rate": 3.0834645669291345e-05, "loss": 0.3452, "loss_nan_ranks": 0, "loss_rank_avg": 0.15181858837604523, "step": 980, "valid_targets_mean": 3218.8, "valid_targets_min": 1137 }, { "epoch": 0.5429988974641676, "grad_norm": 0.6289395736029709, "learning_rate": 3.099212598425197e-05, "loss": 0.3244, "loss_nan_ranks": 0, "loss_rank_avg": 0.1689888834953308, "step": 985, "valid_targets_mean": 3535.5, "valid_targets_min": 2500 }, { "epoch": 0.545755237045204, "grad_norm": 0.5858419132990518, "learning_rate": 3.11496062992126e-05, "loss": 0.3387, "loss_nan_ranks": 0, "loss_rank_avg": 0.17873020470142365, "step": 990, "valid_targets_mean": 4358.2, "valid_targets_min": 1297 }, { "epoch": 0.5485115766262404, "grad_norm": 0.5895538445175481, "learning_rate": 3.1307086614173235e-05, "loss": 0.3199, "loss_nan_ranks": 0, "loss_rank_avg": 0.17114953696727753, "step": 995, "valid_targets_mean": 4368.6, "valid_targets_min": 1101 }, { "epoch": 0.5512679162072768, "grad_norm": 0.6038337510510758, "learning_rate": 3.146456692913386e-05, "loss": 0.3618, "loss_nan_ranks": 0, "loss_rank_avg": 0.1916867196559906, "step": 1000, "valid_targets_mean": 3886.8, "valid_targets_min": 2078 }, { "epoch": 0.5540242557883132, "grad_norm": 0.6783770860512053, "learning_rate": 3.162204724409449e-05, "loss": 0.3345, "loss_nan_ranks": 0, "loss_rank_avg": 0.13468030095100403, "step": 1005, "valid_targets_mean": 3047.1, "valid_targets_min": 1739 }, { "epoch": 0.5567805953693495, "grad_norm": 0.626091666273822, "learning_rate": 3.177952755905512e-05, "loss": 0.3446, "loss_nan_ranks": 0, "loss_rank_avg": 0.18287551403045654, "step": 1010, "valid_targets_mean": 3684.5, "valid_targets_min": 1233 }, { "epoch": 0.5595369349503859, "grad_norm": 0.6195581402861309, "learning_rate": 3.193700787401575e-05, "loss": 0.3473, "loss_nan_ranks": 0, "loss_rank_avg": 0.17982032895088196, "step": 1015, "valid_targets_mean": 3783.5, "valid_targets_min": 1815 }, { "epoch": 0.5622932745314223, "grad_norm": 0.5967993749069237, "learning_rate": 3.209448818897638e-05, "loss": 0.3509, "loss_nan_ranks": 0, "loss_rank_avg": 0.17668241262435913, "step": 1020, "valid_targets_mean": 4099.9, "valid_targets_min": 1649 }, { "epoch": 0.5650496141124587, "grad_norm": 0.703782546254294, "learning_rate": 3.225196850393701e-05, "loss": 0.3431, "loss_nan_ranks": 0, "loss_rank_avg": 0.18843522667884827, "step": 1025, "valid_targets_mean": 3281.1, "valid_targets_min": 1366 }, { "epoch": 0.5678059536934951, "grad_norm": 0.5835931350793472, "learning_rate": 3.240944881889764e-05, "loss": 0.3272, "loss_nan_ranks": 0, "loss_rank_avg": 0.17816738784313202, "step": 1030, "valid_targets_mean": 4390.2, "valid_targets_min": 2716 }, { "epoch": 0.5705622932745315, "grad_norm": 0.7758427071293258, "learning_rate": 3.256692913385827e-05, "loss": 0.3326, "loss_nan_ranks": 0, "loss_rank_avg": 0.17936623096466064, "step": 1035, "valid_targets_mean": 4261.9, "valid_targets_min": 1955 }, { "epoch": 0.5733186328555678, "grad_norm": 0.692504545393788, "learning_rate": 3.27244094488189e-05, "loss": 0.337, "loss_nan_ranks": 0, "loss_rank_avg": 0.18274366855621338, "step": 1040, "valid_targets_mean": 3709.5, "valid_targets_min": 1561 }, { "epoch": 0.5760749724366042, "grad_norm": 0.6022653582683537, "learning_rate": 3.2881889763779527e-05, "loss": 0.3296, "loss_nan_ranks": 0, "loss_rank_avg": 0.1696901172399521, "step": 1045, "valid_targets_mean": 3744.2, "valid_targets_min": 1442 }, { "epoch": 0.5788313120176406, "grad_norm": 0.6423045908640236, "learning_rate": 3.303937007874016e-05, "loss": 0.3168, "loss_nan_ranks": 0, "loss_rank_avg": 0.14521223306655884, "step": 1050, "valid_targets_mean": 3034.4, "valid_targets_min": 1501 }, { "epoch": 0.581587651598677, "grad_norm": 0.6451322722341951, "learning_rate": 3.319685039370079e-05, "loss": 0.3256, "loss_nan_ranks": 0, "loss_rank_avg": 0.16142389178276062, "step": 1055, "valid_targets_mean": 3149.1, "valid_targets_min": 857 }, { "epoch": 0.5843439911797134, "grad_norm": 0.80169755299376, "learning_rate": 3.3354330708661424e-05, "loss": 0.338, "loss_nan_ranks": 0, "loss_rank_avg": 0.18803809583187103, "step": 1060, "valid_targets_mean": 4058.2, "valid_targets_min": 1285 }, { "epoch": 0.5871003307607497, "grad_norm": 0.6160871530185313, "learning_rate": 3.351181102362205e-05, "loss": 0.3596, "loss_nan_ranks": 0, "loss_rank_avg": 0.16094212234020233, "step": 1065, "valid_targets_mean": 3909.1, "valid_targets_min": 1530 }, { "epoch": 0.5898566703417861, "grad_norm": 0.6501385918054338, "learning_rate": 3.366929133858268e-05, "loss": 0.3318, "loss_nan_ranks": 0, "loss_rank_avg": 0.1822768896818161, "step": 1070, "valid_targets_mean": 4228.5, "valid_targets_min": 2964 }, { "epoch": 0.5926130099228225, "grad_norm": 0.5994254124642484, "learning_rate": 3.3826771653543314e-05, "loss": 0.3463, "loss_nan_ranks": 0, "loss_rank_avg": 0.18721994757652283, "step": 1075, "valid_targets_mean": 4405.6, "valid_targets_min": 2010 }, { "epoch": 0.5953693495038589, "grad_norm": 0.7151198708434924, "learning_rate": 3.398425196850394e-05, "loss": 0.3252, "loss_nan_ranks": 0, "loss_rank_avg": 0.1714073121547699, "step": 1080, "valid_targets_mean": 3541.2, "valid_targets_min": 1731 }, { "epoch": 0.5981256890848953, "grad_norm": 0.5524918605306506, "learning_rate": 3.414173228346457e-05, "loss": 0.3368, "loss_nan_ranks": 0, "loss_rank_avg": 0.14528022706508636, "step": 1085, "valid_targets_mean": 4123.8, "valid_targets_min": 1911 }, { "epoch": 0.6008820286659317, "grad_norm": 0.633476214112512, "learning_rate": 3.42992125984252e-05, "loss": 0.3295, "loss_nan_ranks": 0, "loss_rank_avg": 0.14453305304050446, "step": 1090, "valid_targets_mean": 3818.8, "valid_targets_min": 2408 }, { "epoch": 0.603638368246968, "grad_norm": 0.5812149537876431, "learning_rate": 3.445669291338583e-05, "loss": 0.3154, "loss_nan_ranks": 0, "loss_rank_avg": 0.1805756390094757, "step": 1095, "valid_targets_mean": 4187.2, "valid_targets_min": 1927 }, { "epoch": 0.6063947078280044, "grad_norm": 0.6609995555188877, "learning_rate": 3.461417322834646e-05, "loss": 0.3451, "loss_nan_ranks": 0, "loss_rank_avg": 0.1914011538028717, "step": 1100, "valid_targets_mean": 3147.5, "valid_targets_min": 1643 }, { "epoch": 0.6091510474090408, "grad_norm": 0.73012671511645, "learning_rate": 3.477165354330709e-05, "loss": 0.3276, "loss_nan_ranks": 0, "loss_rank_avg": 0.14493557810783386, "step": 1105, "valid_targets_mean": 3082.9, "valid_targets_min": 1459 }, { "epoch": 0.6119073869900772, "grad_norm": 0.9397961001916695, "learning_rate": 3.4929133858267715e-05, "loss": 0.3435, "loss_nan_ranks": 0, "loss_rank_avg": 0.1640443503856659, "step": 1110, "valid_targets_mean": 3235.0, "valid_targets_min": 1425 }, { "epoch": 0.6146637265711136, "grad_norm": 0.6618822152756154, "learning_rate": 3.508661417322835e-05, "loss": 0.343, "loss_nan_ranks": 0, "loss_rank_avg": 0.14405249059200287, "step": 1115, "valid_targets_mean": 2764.4, "valid_targets_min": 537 }, { "epoch": 0.61742006615215, "grad_norm": 0.5728827976754084, "learning_rate": 3.524409448818898e-05, "loss": 0.3364, "loss_nan_ranks": 0, "loss_rank_avg": 0.17296361923217773, "step": 1120, "valid_targets_mean": 4477.2, "valid_targets_min": 1645 }, { "epoch": 0.6201764057331863, "grad_norm": 0.6660302333653578, "learning_rate": 3.5401574803149606e-05, "loss": 0.3679, "loss_nan_ranks": 0, "loss_rank_avg": 0.19500517845153809, "step": 1125, "valid_targets_mean": 3753.4, "valid_targets_min": 2165 }, { "epoch": 0.6229327453142227, "grad_norm": 0.6518277779189289, "learning_rate": 3.555905511811024e-05, "loss": 0.3341, "loss_nan_ranks": 0, "loss_rank_avg": 0.14726774394512177, "step": 1130, "valid_targets_mean": 3160.9, "valid_targets_min": 1623 }, { "epoch": 0.6256890848952591, "grad_norm": 0.5840464429398144, "learning_rate": 3.571653543307087e-05, "loss": 0.3433, "loss_nan_ranks": 0, "loss_rank_avg": 0.13763117790222168, "step": 1135, "valid_targets_mean": 3442.0, "valid_targets_min": 1996 }, { "epoch": 0.6284454244762955, "grad_norm": 0.6437278871150419, "learning_rate": 3.58740157480315e-05, "loss": 0.347, "loss_nan_ranks": 0, "loss_rank_avg": 0.20802661776542664, "step": 1140, "valid_targets_mean": 4399.0, "valid_targets_min": 2938 }, { "epoch": 0.6312017640573319, "grad_norm": 0.5430115972970458, "learning_rate": 3.603149606299213e-05, "loss": 0.3428, "loss_nan_ranks": 0, "loss_rank_avg": 0.18838849663734436, "step": 1145, "valid_targets_mean": 5350.9, "valid_targets_min": 2644 }, { "epoch": 0.6339581036383682, "grad_norm": 0.5916790175996349, "learning_rate": 3.618897637795276e-05, "loss": 0.3431, "loss_nan_ranks": 0, "loss_rank_avg": 0.1996316909790039, "step": 1150, "valid_targets_mean": 4307.1, "valid_targets_min": 1377 }, { "epoch": 0.6367144432194046, "grad_norm": 0.7970014743281822, "learning_rate": 3.634645669291339e-05, "loss": 0.3416, "loss_nan_ranks": 0, "loss_rank_avg": 0.1353786289691925, "step": 1155, "valid_targets_mean": 3389.5, "valid_targets_min": 636 }, { "epoch": 0.639470782800441, "grad_norm": 0.6304661745572893, "learning_rate": 3.650393700787402e-05, "loss": 0.342, "loss_nan_ranks": 0, "loss_rank_avg": 0.1490386426448822, "step": 1160, "valid_targets_mean": 3251.0, "valid_targets_min": 718 }, { "epoch": 0.6422271223814774, "grad_norm": 0.5114795282718989, "learning_rate": 3.666141732283465e-05, "loss": 0.3392, "loss_nan_ranks": 0, "loss_rank_avg": 0.14698046445846558, "step": 1165, "valid_targets_mean": 4718.9, "valid_targets_min": 3205 }, { "epoch": 0.6449834619625138, "grad_norm": 0.728216751307702, "learning_rate": 3.6818897637795276e-05, "loss": 0.3307, "loss_nan_ranks": 0, "loss_rank_avg": 0.17887794971466064, "step": 1170, "valid_targets_mean": 3768.5, "valid_targets_min": 1369 }, { "epoch": 0.6477398015435502, "grad_norm": 0.647102012641455, "learning_rate": 3.697637795275591e-05, "loss": 0.3169, "loss_nan_ranks": 0, "loss_rank_avg": 0.1897294670343399, "step": 1175, "valid_targets_mean": 4258.1, "valid_targets_min": 2762 }, { "epoch": 0.6504961411245865, "grad_norm": 0.6026936345631803, "learning_rate": 3.713385826771654e-05, "loss": 0.3323, "loss_nan_ranks": 0, "loss_rank_avg": 0.12606516480445862, "step": 1180, "valid_targets_mean": 2535.5, "valid_targets_min": 529 }, { "epoch": 0.6532524807056229, "grad_norm": 0.5876378190861556, "learning_rate": 3.729133858267717e-05, "loss": 0.3256, "loss_nan_ranks": 0, "loss_rank_avg": 0.16346250474452972, "step": 1185, "valid_targets_mean": 3895.6, "valid_targets_min": 1832 }, { "epoch": 0.6560088202866593, "grad_norm": 0.6092078740490913, "learning_rate": 3.7448818897637795e-05, "loss": 0.3419, "loss_nan_ranks": 0, "loss_rank_avg": 0.1504027545452118, "step": 1190, "valid_targets_mean": 3470.2, "valid_targets_min": 1726 }, { "epoch": 0.6587651598676957, "grad_norm": 0.7093029211924505, "learning_rate": 3.760629921259843e-05, "loss": 0.336, "loss_nan_ranks": 0, "loss_rank_avg": 0.19063466787338257, "step": 1195, "valid_targets_mean": 3707.2, "valid_targets_min": 1361 }, { "epoch": 0.6615214994487321, "grad_norm": 0.5704547865659726, "learning_rate": 3.776377952755906e-05, "loss": 0.3306, "loss_nan_ranks": 0, "loss_rank_avg": 0.17092472314834595, "step": 1200, "valid_targets_mean": 3686.8, "valid_targets_min": 851 }, { "epoch": 0.6642778390297684, "grad_norm": 0.7005594038455405, "learning_rate": 3.7921259842519685e-05, "loss": 0.3368, "loss_nan_ranks": 0, "loss_rank_avg": 0.16275273263454437, "step": 1205, "valid_targets_mean": 2817.6, "valid_targets_min": 1190 }, { "epoch": 0.6670341786108048, "grad_norm": 0.5914026651518667, "learning_rate": 3.807874015748032e-05, "loss": 0.3309, "loss_nan_ranks": 0, "loss_rank_avg": 0.19426694512367249, "step": 1210, "valid_targets_mean": 4741.0, "valid_targets_min": 1394 }, { "epoch": 0.6697905181918412, "grad_norm": 0.5668159468765804, "learning_rate": 3.823622047244095e-05, "loss": 0.3205, "loss_nan_ranks": 0, "loss_rank_avg": 0.12422381341457367, "step": 1215, "valid_targets_mean": 3478.5, "valid_targets_min": 1972 }, { "epoch": 0.6725468577728776, "grad_norm": 0.588777323260611, "learning_rate": 3.839370078740158e-05, "loss": 0.3133, "loss_nan_ranks": 0, "loss_rank_avg": 0.17612385749816895, "step": 1220, "valid_targets_mean": 4379.2, "valid_targets_min": 2550 }, { "epoch": 0.675303197353914, "grad_norm": 0.4809971589847626, "learning_rate": 3.855118110236221e-05, "loss": 0.3183, "loss_nan_ranks": 0, "loss_rank_avg": 0.15179793536663055, "step": 1225, "valid_targets_mean": 6398.4, "valid_targets_min": 2588 }, { "epoch": 0.6780595369349504, "grad_norm": 0.5651619183957602, "learning_rate": 3.870866141732284e-05, "loss": 0.3277, "loss_nan_ranks": 0, "loss_rank_avg": 0.17175175249576569, "step": 1230, "valid_targets_mean": 4008.5, "valid_targets_min": 2867 }, { "epoch": 0.6808158765159867, "grad_norm": 0.6431771370207091, "learning_rate": 3.886614173228347e-05, "loss": 0.3153, "loss_nan_ranks": 0, "loss_rank_avg": 0.1401413530111313, "step": 1235, "valid_targets_mean": 2879.9, "valid_targets_min": 992 }, { "epoch": 0.6835722160970231, "grad_norm": 0.6352702727505442, "learning_rate": 3.90236220472441e-05, "loss": 0.3186, "loss_nan_ranks": 0, "loss_rank_avg": 0.15455858409404755, "step": 1240, "valid_targets_mean": 3798.8, "valid_targets_min": 1573 }, { "epoch": 0.6863285556780595, "grad_norm": 0.6331316955077211, "learning_rate": 3.918110236220473e-05, "loss": 0.3235, "loss_nan_ranks": 0, "loss_rank_avg": 0.18990033864974976, "step": 1245, "valid_targets_mean": 3714.9, "valid_targets_min": 1357 }, { "epoch": 0.6890848952590959, "grad_norm": 0.5682877716626864, "learning_rate": 3.9338582677165356e-05, "loss": 0.3171, "loss_nan_ranks": 0, "loss_rank_avg": 0.15082508325576782, "step": 1250, "valid_targets_mean": 3661.1, "valid_targets_min": 2409 }, { "epoch": 0.6918412348401323, "grad_norm": 0.5640542544247416, "learning_rate": 3.949606299212599e-05, "loss": 0.3438, "loss_nan_ranks": 0, "loss_rank_avg": 0.18801799416542053, "step": 1255, "valid_targets_mean": 4322.4, "valid_targets_min": 1452 }, { "epoch": 0.6945975744211687, "grad_norm": 0.6035912496659972, "learning_rate": 3.965354330708662e-05, "loss": 0.3328, "loss_nan_ranks": 0, "loss_rank_avg": 0.17514300346374512, "step": 1260, "valid_targets_mean": 3613.9, "valid_targets_min": 1708 }, { "epoch": 0.697353914002205, "grad_norm": 0.6816005697313289, "learning_rate": 3.9811023622047246e-05, "loss": 0.3325, "loss_nan_ranks": 0, "loss_rank_avg": 0.17177540063858032, "step": 1265, "valid_targets_mean": 3097.6, "valid_targets_min": 1272 }, { "epoch": 0.7001102535832414, "grad_norm": 0.7388136697541232, "learning_rate": 3.9968503937007874e-05, "loss": 0.3149, "loss_nan_ranks": 0, "loss_rank_avg": 0.1763586699962616, "step": 1270, "valid_targets_mean": 3143.1, "valid_targets_min": 1858 }, { "epoch": 0.7028665931642778, "grad_norm": 0.6280268328542205, "learning_rate": 3.9999987908526714e-05, "loss": 0.3261, "loss_nan_ranks": 0, "loss_rank_avg": 0.12840086221694946, "step": 1275, "valid_targets_mean": 2977.6, "valid_targets_min": 627 }, { "epoch": 0.7056229327453142, "grad_norm": 0.6657722420837537, "learning_rate": 3.999993878694153e-05, "loss": 0.3233, "loss_nan_ranks": 0, "loss_rank_avg": 0.1944282352924347, "step": 1280, "valid_targets_mean": 2598.8, "valid_targets_min": 1036 }, { "epoch": 0.7083792723263506, "grad_norm": 0.573413902517194, "learning_rate": 3.99998518796201e-05, "loss": 0.3327, "loss_nan_ranks": 0, "loss_rank_avg": 0.1541140079498291, "step": 1285, "valid_targets_mean": 4311.2, "valid_targets_min": 2524 }, { "epoch": 0.7111356119073869, "grad_norm": 0.6661500608027006, "learning_rate": 3.9999727186726634e-05, "loss": 0.3272, "loss_nan_ranks": 0, "loss_rank_avg": 0.188973069190979, "step": 1290, "valid_targets_mean": 3706.4, "valid_targets_min": 809 }, { "epoch": 0.7138919514884233, "grad_norm": 0.5889367365490404, "learning_rate": 3.9999564708496694e-05, "loss": 0.3246, "loss_nan_ranks": 0, "loss_rank_avg": 0.1422090232372284, "step": 1295, "valid_targets_mean": 3445.4, "valid_targets_min": 1778 }, { "epoch": 0.7166482910694597, "grad_norm": 0.5951283693828998, "learning_rate": 3.9999364445237255e-05, "loss": 0.3329, "loss_nan_ranks": 0, "loss_rank_avg": 0.18106815218925476, "step": 1300, "valid_targets_mean": 4350.0, "valid_targets_min": 2181 }, { "epoch": 0.7194046306504961, "grad_norm": 0.7691318290376224, "learning_rate": 3.999912639732668e-05, "loss": 0.2913, "loss_nan_ranks": 0, "loss_rank_avg": 0.08929453790187836, "step": 1305, "valid_targets_mean": 2416.5, "valid_targets_min": 872 }, { "epoch": 0.7221609702315325, "grad_norm": 0.6546465037418128, "learning_rate": 3.99988505652147e-05, "loss": 0.2011, "loss_nan_ranks": 0, "loss_rank_avg": 0.07087012380361557, "step": 1310, "valid_targets_mean": 1543.9, "valid_targets_min": 665 }, { "epoch": 0.7249173098125689, "grad_norm": 0.5031460848693546, "learning_rate": 3.999853694942246e-05, "loss": 0.1537, "loss_nan_ranks": 0, "loss_rank_avg": 0.07913365215063095, "step": 1315, "valid_targets_mean": 3129.8, "valid_targets_min": 2254 }, { "epoch": 0.7276736493936052, "grad_norm": 0.5124059721612367, "learning_rate": 3.999818555054245e-05, "loss": 0.148, "loss_nan_ranks": 0, "loss_rank_avg": 0.07036252319812775, "step": 1320, "valid_targets_mean": 3026.8, "valid_targets_min": 706 }, { "epoch": 0.7304299889746417, "grad_norm": 0.4653086654408342, "learning_rate": 3.999779636923858e-05, "loss": 0.1625, "loss_nan_ranks": 0, "loss_rank_avg": 0.04697272181510925, "step": 1325, "valid_targets_mean": 3207.8, "valid_targets_min": 1216 }, { "epoch": 0.7331863285556781, "grad_norm": 0.5563131198294855, "learning_rate": 3.9997369406246115e-05, "loss": 0.1472, "loss_nan_ranks": 0, "loss_rank_avg": 0.08922342956066132, "step": 1330, "valid_targets_mean": 3540.0, "valid_targets_min": 2551 }, { "epoch": 0.7359426681367145, "grad_norm": 0.859172636471933, "learning_rate": 3.9996904662371736e-05, "loss": 0.2028, "loss_nan_ranks": 0, "loss_rank_avg": 0.09161075204610825, "step": 1335, "valid_targets_mean": 960.9, "valid_targets_min": 555 }, { "epoch": 0.7386990077177509, "grad_norm": 0.44400913147407683, "learning_rate": 3.999640213849345e-05, "loss": 0.1891, "loss_nan_ranks": 0, "loss_rank_avg": 0.06400476396083832, "step": 1340, "valid_targets_mean": 3465.4, "valid_targets_min": 1008 }, { "epoch": 0.7414553472987873, "grad_norm": 0.5365293675457038, "learning_rate": 3.99958618355607e-05, "loss": 0.1605, "loss_nan_ranks": 0, "loss_rank_avg": 0.08003666996955872, "step": 1345, "valid_targets_mean": 3522.1, "valid_targets_min": 3039 }, { "epoch": 0.7442116868798236, "grad_norm": 0.5896054962791752, "learning_rate": 3.9995283754594256e-05, "loss": 0.202, "loss_nan_ranks": 0, "loss_rank_avg": 0.11615628004074097, "step": 1350, "valid_targets_mean": 3356.1, "valid_targets_min": 1938 }, { "epoch": 0.74696802646086, "grad_norm": 0.3582104720218796, "learning_rate": 3.999466789668629e-05, "loss": 0.1218, "loss_nan_ranks": 0, "loss_rank_avg": 0.06885728985071182, "step": 1355, "valid_targets_mean": 3973.6, "valid_targets_min": 924 }, { "epoch": 0.7497243660418964, "grad_norm": 0.5748775608151325, "learning_rate": 3.999401426300034e-05, "loss": 0.1423, "loss_nan_ranks": 0, "loss_rank_avg": 0.0702914297580719, "step": 1360, "valid_targets_mean": 2262.8, "valid_targets_min": 444 }, { "epoch": 0.7524807056229328, "grad_norm": 0.4523812603360419, "learning_rate": 3.99933228547713e-05, "loss": 0.1385, "loss_nan_ranks": 0, "loss_rank_avg": 0.06659045815467834, "step": 1365, "valid_targets_mean": 3298.9, "valid_targets_min": 749 }, { "epoch": 0.7552370452039692, "grad_norm": 0.6215784091433992, "learning_rate": 3.999259367330546e-05, "loss": 0.1701, "loss_nan_ranks": 0, "loss_rank_avg": 0.08409664779901505, "step": 1370, "valid_targets_mean": 1400.5, "valid_targets_min": 601 }, { "epoch": 0.7579933847850056, "grad_norm": 0.49899515133899536, "learning_rate": 3.999182671998044e-05, "loss": 0.1592, "loss_nan_ranks": 0, "loss_rank_avg": 0.07465004920959473, "step": 1375, "valid_targets_mean": 3387.0, "valid_targets_min": 1852 }, { "epoch": 0.7607497243660419, "grad_norm": 0.4838266361307885, "learning_rate": 3.9991021996245256e-05, "loss": 0.1432, "loss_nan_ranks": 0, "loss_rank_avg": 0.07216821610927582, "step": 1380, "valid_targets_mean": 2827.2, "valid_targets_min": 571 }, { "epoch": 0.7635060639470783, "grad_norm": 0.5507340257152413, "learning_rate": 3.9990179503620255e-05, "loss": 0.1368, "loss_nan_ranks": 0, "loss_rank_avg": 0.06556040048599243, "step": 1385, "valid_targets_mean": 2584.8, "valid_targets_min": 520 }, { "epoch": 0.7662624035281147, "grad_norm": 0.6623761715000506, "learning_rate": 3.9989299243697156e-05, "loss": 0.1338, "loss_nan_ranks": 0, "loss_rank_avg": 0.09241770952939987, "step": 1390, "valid_targets_mean": 3477.0, "valid_targets_min": 2179 }, { "epoch": 0.7690187431091511, "grad_norm": 0.49395148699056135, "learning_rate": 3.9988381218139024e-05, "loss": 0.1455, "loss_nan_ranks": 0, "loss_rank_avg": 0.0599089041352272, "step": 1395, "valid_targets_mean": 3043.8, "valid_targets_min": 807 }, { "epoch": 0.7717750826901875, "grad_norm": 0.48168129215053757, "learning_rate": 3.998742542868028e-05, "loss": 0.1541, "loss_nan_ranks": 0, "loss_rank_avg": 0.062112756073474884, "step": 1400, "valid_targets_mean": 1830.4, "valid_targets_min": 594 }, { "epoch": 0.7745314222712238, "grad_norm": 0.5453863250176623, "learning_rate": 3.998643187712669e-05, "loss": 0.1579, "loss_nan_ranks": 0, "loss_rank_avg": 0.075777068734169, "step": 1405, "valid_targets_mean": 2210.0, "valid_targets_min": 714 }, { "epoch": 0.7772877618522602, "grad_norm": 0.6363888408191681, "learning_rate": 3.9985400565355365e-05, "loss": 0.176, "loss_nan_ranks": 0, "loss_rank_avg": 0.1529623419046402, "step": 1410, "valid_targets_mean": 3163.6, "valid_targets_min": 1290 }, { "epoch": 0.7800441014332966, "grad_norm": 0.4902322121658304, "learning_rate": 3.998433149531475e-05, "loss": 0.1631, "loss_nan_ranks": 0, "loss_rank_avg": 0.06318273395299911, "step": 1415, "valid_targets_mean": 2710.6, "valid_targets_min": 782 }, { "epoch": 0.782800441014333, "grad_norm": 0.7250187732784953, "learning_rate": 3.998322466902464e-05, "loss": 0.1378, "loss_nan_ranks": 0, "loss_rank_avg": 0.10529972612857819, "step": 1420, "valid_targets_mean": 1954.5, "valid_targets_min": 950 }, { "epoch": 0.7855567805953694, "grad_norm": 0.47129604593351004, "learning_rate": 3.998208008857614e-05, "loss": 0.1855, "loss_nan_ranks": 0, "loss_rank_avg": 0.07639536261558533, "step": 1425, "valid_targets_mean": 3065.0, "valid_targets_min": 1296 }, { "epoch": 0.7883131201764058, "grad_norm": 0.49568756791840474, "learning_rate": 3.9980897756131716e-05, "loss": 0.1645, "loss_nan_ranks": 0, "loss_rank_avg": 0.053294893354177475, "step": 1430, "valid_targets_mean": 3146.6, "valid_targets_min": 789 }, { "epoch": 0.7910694597574421, "grad_norm": 0.6232404994532379, "learning_rate": 3.9979677673925125e-05, "loss": 0.1462, "loss_nan_ranks": 0, "loss_rank_avg": 0.08636526763439178, "step": 1435, "valid_targets_mean": 2340.4, "valid_targets_min": 713 }, { "epoch": 0.7938257993384785, "grad_norm": 0.5985143072117078, "learning_rate": 3.997841984426147e-05, "loss": 0.3636, "loss_nan_ranks": 0, "loss_rank_avg": 0.15173931419849396, "step": 1440, "valid_targets_mean": 2638.0, "valid_targets_min": 980 }, { "epoch": 0.7965821389195149, "grad_norm": 0.7172136727656446, "learning_rate": 3.997712426951715e-05, "loss": 0.1674, "loss_nan_ranks": 0, "loss_rank_avg": 0.1251123547554016, "step": 1445, "valid_targets_mean": 1792.1, "valid_targets_min": 753 }, { "epoch": 0.7993384785005513, "grad_norm": 0.5933310485610418, "learning_rate": 3.997579095213988e-05, "loss": 0.1455, "loss_nan_ranks": 0, "loss_rank_avg": 0.059026338160037994, "step": 1450, "valid_targets_mean": 1459.5, "valid_targets_min": 670 }, { "epoch": 0.8020948180815877, "grad_norm": 0.5541454152527887, "learning_rate": 3.997441989464871e-05, "loss": 0.2542, "loss_nan_ranks": 0, "loss_rank_avg": 0.08276881277561188, "step": 1455, "valid_targets_mean": 2546.0, "valid_targets_min": 663 }, { "epoch": 0.804851157662624, "grad_norm": 0.30548261423906253, "learning_rate": 3.997301109963393e-05, "loss": 0.1249, "loss_nan_ranks": 0, "loss_rank_avg": 0.03921825438737869, "step": 1460, "valid_targets_mean": 5186.2, "valid_targets_min": 3522 }, { "epoch": 0.8076074972436604, "grad_norm": 0.4628954539760422, "learning_rate": 3.997156456975721e-05, "loss": 0.1417, "loss_nan_ranks": 0, "loss_rank_avg": 0.0826883465051651, "step": 1465, "valid_targets_mean": 4087.4, "valid_targets_min": 2327 }, { "epoch": 0.8103638368246968, "grad_norm": 0.42852274084816355, "learning_rate": 3.997008030775144e-05, "loss": 0.1399, "loss_nan_ranks": 0, "loss_rank_avg": 0.0741652101278305, "step": 1470, "valid_targets_mean": 3420.1, "valid_targets_min": 1218 }, { "epoch": 0.8131201764057332, "grad_norm": 0.43232688498222793, "learning_rate": 3.9968558316420834e-05, "loss": 0.1326, "loss_nan_ranks": 0, "loss_rank_avg": 0.07875731587409973, "step": 1475, "valid_targets_mean": 4261.5, "valid_targets_min": 3261 }, { "epoch": 0.8158765159867696, "grad_norm": 0.45169827687932035, "learning_rate": 3.996699859864088e-05, "loss": 0.1306, "loss_nan_ranks": 0, "loss_rank_avg": 0.06318311393260956, "step": 1480, "valid_targets_mean": 2142.2, "valid_targets_min": 719 }, { "epoch": 0.818632855567806, "grad_norm": 0.4510827353474178, "learning_rate": 3.996540115735833e-05, "loss": 0.1291, "loss_nan_ranks": 0, "loss_rank_avg": 0.07042223960161209, "step": 1485, "valid_targets_mean": 3431.4, "valid_targets_min": 2224 }, { "epoch": 0.8213891951488423, "grad_norm": 0.3724439203006909, "learning_rate": 3.996376599559124e-05, "loss": 0.123, "loss_nan_ranks": 0, "loss_rank_avg": 0.04451250284910202, "step": 1490, "valid_targets_mean": 3946.9, "valid_targets_min": 3217 }, { "epoch": 0.8241455347298787, "grad_norm": 0.5013968759573806, "learning_rate": 3.996209311642889e-05, "loss": 0.1312, "loss_nan_ranks": 0, "loss_rank_avg": 0.06530219316482544, "step": 1495, "valid_targets_mean": 2442.1, "valid_targets_min": 735 }, { "epoch": 0.8269018743109151, "grad_norm": 0.4719620167274468, "learning_rate": 3.996038252303184e-05, "loss": 0.1798, "loss_nan_ranks": 0, "loss_rank_avg": 0.062212176620960236, "step": 1500, "valid_targets_mean": 1551.5, "valid_targets_min": 603 }, { "epoch": 0.8296582138919515, "grad_norm": 0.5699569876623435, "learning_rate": 3.995863421863191e-05, "loss": 0.1103, "loss_nan_ranks": 0, "loss_rank_avg": 0.04505588486790657, "step": 1505, "valid_targets_mean": 1912.9, "valid_targets_min": 582 }, { "epoch": 0.8324145534729879, "grad_norm": 0.485307068362443, "learning_rate": 3.995684820653216e-05, "loss": 0.1331, "loss_nan_ranks": 0, "loss_rank_avg": 0.07175744324922562, "step": 1510, "valid_targets_mean": 2670.5, "valid_targets_min": 579 }, { "epoch": 0.8351708930540243, "grad_norm": 0.4109560643380955, "learning_rate": 3.9955024490106875e-05, "loss": 0.1172, "loss_nan_ranks": 0, "loss_rank_avg": 0.07521124929189682, "step": 1515, "valid_targets_mean": 3709.5, "valid_targets_min": 3248 }, { "epoch": 0.8379272326350606, "grad_norm": 0.6724232971653719, "learning_rate": 3.9953163072801595e-05, "loss": 0.1828, "loss_nan_ranks": 0, "loss_rank_avg": 0.08695890009403229, "step": 1520, "valid_targets_mean": 3222.9, "valid_targets_min": 994 }, { "epoch": 0.840683572216097, "grad_norm": 0.5441851171734943, "learning_rate": 3.995126395813309e-05, "loss": 0.148, "loss_nan_ranks": 0, "loss_rank_avg": 0.10447517037391663, "step": 1525, "valid_targets_mean": 2046.2, "valid_targets_min": 692 }, { "epoch": 0.8434399117971334, "grad_norm": 0.4321235182979236, "learning_rate": 3.994932714968934e-05, "loss": 0.1611, "loss_nan_ranks": 0, "loss_rank_avg": 0.07051797211170197, "step": 1530, "valid_targets_mean": 2707.2, "valid_targets_min": 632 }, { "epoch": 0.8461962513781698, "grad_norm": 0.48898183739507495, "learning_rate": 3.994735265112954e-05, "loss": 0.142, "loss_nan_ranks": 0, "loss_rank_avg": 0.0575670450925827, "step": 1535, "valid_targets_mean": 1847.8, "valid_targets_min": 812 }, { "epoch": 0.8489525909592062, "grad_norm": 0.5024632125478398, "learning_rate": 3.9945340466184086e-05, "loss": 0.2051, "loss_nan_ranks": 0, "loss_rank_avg": 0.20655810832977295, "step": 1540, "valid_targets_mean": 3254.0, "valid_targets_min": 1177 }, { "epoch": 0.8517089305402425, "grad_norm": 0.44611263140796, "learning_rate": 3.994329059865461e-05, "loss": 0.1408, "loss_nan_ranks": 0, "loss_rank_avg": 0.06651468575000763, "step": 1545, "valid_targets_mean": 3402.8, "valid_targets_min": 2331 }, { "epoch": 0.8544652701212789, "grad_norm": 0.6951183095947749, "learning_rate": 3.994120305241389e-05, "loss": 0.1705, "loss_nan_ranks": 0, "loss_rank_avg": 0.0899491161108017, "step": 1550, "valid_targets_mean": 1632.0, "valid_targets_min": 684 }, { "epoch": 0.8572216097023153, "grad_norm": 0.5454734340937385, "learning_rate": 3.993907783140591e-05, "loss": 0.134, "loss_nan_ranks": 0, "loss_rank_avg": 0.04196039214730263, "step": 1555, "valid_targets_mean": 1552.2, "valid_targets_min": 446 }, { "epoch": 0.8599779492833517, "grad_norm": 0.4371815445798495, "learning_rate": 3.993691493964585e-05, "loss": 0.1408, "loss_nan_ranks": 0, "loss_rank_avg": 0.043956734240055084, "step": 1560, "valid_targets_mean": 2990.9, "valid_targets_min": 655 }, { "epoch": 0.8627342888643881, "grad_norm": 0.7364949321163858, "learning_rate": 3.993471438122003e-05, "loss": 0.1398, "loss_nan_ranks": 0, "loss_rank_avg": 0.06241379678249359, "step": 1565, "valid_targets_mean": 1293.9, "valid_targets_min": 574 }, { "epoch": 0.8654906284454245, "grad_norm": 0.38380273671439724, "learning_rate": 3.993247616028596e-05, "loss": 0.1176, "loss_nan_ranks": 0, "loss_rank_avg": 0.06743113696575165, "step": 1570, "valid_targets_mean": 4529.1, "valid_targets_min": 2872 }, { "epoch": 0.8682469680264608, "grad_norm": 0.36523247961234206, "learning_rate": 3.993020028107229e-05, "loss": 0.1141, "loss_nan_ranks": 0, "loss_rank_avg": 0.0670817643404007, "step": 1575, "valid_targets_mean": 3615.2, "valid_targets_min": 2242 }, { "epoch": 0.8710033076074972, "grad_norm": 0.4675771225645347, "learning_rate": 3.9927886747878826e-05, "loss": 0.127, "loss_nan_ranks": 0, "loss_rank_avg": 0.05731653422117233, "step": 1580, "valid_targets_mean": 2017.4, "valid_targets_min": 651 }, { "epoch": 0.8737596471885336, "grad_norm": 0.42085126827400404, "learning_rate": 3.99255355650765e-05, "loss": 0.1448, "loss_nan_ranks": 0, "loss_rank_avg": 0.07115451991558075, "step": 1585, "valid_targets_mean": 3131.8, "valid_targets_min": 740 }, { "epoch": 0.87651598676957, "grad_norm": 0.452641951466591, "learning_rate": 3.992314673710739e-05, "loss": 0.142, "loss_nan_ranks": 0, "loss_rank_avg": 0.08104560524225235, "step": 1590, "valid_targets_mean": 3651.6, "valid_targets_min": 3006 }, { "epoch": 0.8792723263506064, "grad_norm": 0.33781851102393595, "learning_rate": 3.992072026848469e-05, "loss": 0.1295, "loss_nan_ranks": 0, "loss_rank_avg": 0.04587774723768234, "step": 1595, "valid_targets_mean": 3210.8, "valid_targets_min": 2353 }, { "epoch": 0.8820286659316428, "grad_norm": 0.3765972887952825, "learning_rate": 3.991825616379271e-05, "loss": 0.1212, "loss_nan_ranks": 0, "loss_rank_avg": 0.05509277433156967, "step": 1600, "valid_targets_mean": 1954.4, "valid_targets_min": 665 }, { "epoch": 0.8847850055126791, "grad_norm": 0.45071063124502425, "learning_rate": 3.9915754427686867e-05, "loss": 0.149, "loss_nan_ranks": 0, "loss_rank_avg": 0.08051882684230804, "step": 1605, "valid_targets_mean": 3512.6, "valid_targets_min": 1776 }, { "epoch": 0.8875413450937155, "grad_norm": 0.281592724172698, "learning_rate": 3.9913215064893664e-05, "loss": 0.1105, "loss_nan_ranks": 0, "loss_rank_avg": 0.05110562592744827, "step": 1610, "valid_targets_mean": 4054.6, "valid_targets_min": 3675 }, { "epoch": 0.8902976846747519, "grad_norm": 0.41045788797443794, "learning_rate": 3.9910638080210714e-05, "loss": 0.1375, "loss_nan_ranks": 0, "loss_rank_avg": 0.05886303633451462, "step": 1615, "valid_targets_mean": 3238.4, "valid_targets_min": 591 }, { "epoch": 0.8930540242557883, "grad_norm": 0.4446571427125136, "learning_rate": 3.990802347850668e-05, "loss": 0.1407, "loss_nan_ranks": 0, "loss_rank_avg": 0.05325305834412575, "step": 1620, "valid_targets_mean": 2646.6, "valid_targets_min": 1011 }, { "epoch": 0.8958103638368247, "grad_norm": 0.6301836244103415, "learning_rate": 3.990537126472132e-05, "loss": 0.1477, "loss_nan_ranks": 0, "loss_rank_avg": 0.12450476735830307, "step": 1625, "valid_targets_mean": 1379.1, "valid_targets_min": 903 }, { "epoch": 0.898566703417861, "grad_norm": 0.5889931182356986, "learning_rate": 3.990268144386543e-05, "loss": 0.1395, "loss_nan_ranks": 0, "loss_rank_avg": 0.07146436721086502, "step": 1630, "valid_targets_mean": 2145.4, "valid_targets_min": 693 }, { "epoch": 0.9013230429988974, "grad_norm": 0.7218555878289816, "learning_rate": 3.989995402102089e-05, "loss": 0.1406, "loss_nan_ranks": 0, "loss_rank_avg": 0.09036028385162354, "step": 1635, "valid_targets_mean": 1268.9, "valid_targets_min": 732 }, { "epoch": 0.9040793825799338, "grad_norm": 0.407745518634487, "learning_rate": 3.989718900134058e-05, "loss": 0.1317, "loss_nan_ranks": 0, "loss_rank_avg": 0.04444864019751549, "step": 1640, "valid_targets_mean": 2524.1, "valid_targets_min": 799 }, { "epoch": 0.9068357221609702, "grad_norm": 0.4087268978933364, "learning_rate": 3.9894386390048444e-05, "loss": 0.1553, "loss_nan_ranks": 0, "loss_rank_avg": 0.04996391758322716, "step": 1645, "valid_targets_mean": 2966.2, "valid_targets_min": 1012 }, { "epoch": 0.9095920617420066, "grad_norm": 0.3953371471334868, "learning_rate": 3.989154619243943e-05, "loss": 0.1304, "loss_nan_ranks": 0, "loss_rank_avg": 0.06219456344842911, "step": 1650, "valid_targets_mean": 3617.0, "valid_targets_min": 1622 }, { "epoch": 0.912348401323043, "grad_norm": 0.4235865416244623, "learning_rate": 3.988866841387949e-05, "loss": 0.1182, "loss_nan_ranks": 0, "loss_rank_avg": 0.06617286056280136, "step": 1655, "valid_targets_mean": 3110.0, "valid_targets_min": 1001 }, { "epoch": 0.9151047409040793, "grad_norm": 0.4629060357826618, "learning_rate": 3.988575305980561e-05, "loss": 0.1435, "loss_nan_ranks": 0, "loss_rank_avg": 0.06073075160384178, "step": 1660, "valid_targets_mean": 2685.8, "valid_targets_min": 897 }, { "epoch": 0.9178610804851157, "grad_norm": 0.3470966021012663, "learning_rate": 3.988280013572573e-05, "loss": 0.14, "loss_nan_ranks": 0, "loss_rank_avg": 0.056100573390722275, "step": 1665, "valid_targets_mean": 3777.6, "valid_targets_min": 3040 }, { "epoch": 0.9206174200661521, "grad_norm": 0.5753004182560467, "learning_rate": 3.9879809647218805e-05, "loss": 0.1145, "loss_nan_ranks": 0, "loss_rank_avg": 0.08498317748308182, "step": 1670, "valid_targets_mean": 2964.5, "valid_targets_min": 561 }, { "epoch": 0.9233737596471885, "grad_norm": 0.3718025330418027, "learning_rate": 3.9876781599934726e-05, "loss": 0.1265, "loss_nan_ranks": 0, "loss_rank_avg": 0.07072757929563522, "step": 1675, "valid_targets_mean": 3642.1, "valid_targets_min": 2542 }, { "epoch": 0.9261300992282249, "grad_norm": 0.3308619471796676, "learning_rate": 3.9873715999594374e-05, "loss": 0.1134, "loss_nan_ranks": 0, "loss_rank_avg": 0.05305442214012146, "step": 1680, "valid_targets_mean": 4175.0, "valid_targets_min": 2983 }, { "epoch": 0.9288864388092613, "grad_norm": 0.4067555326776259, "learning_rate": 3.987061285198955e-05, "loss": 0.1051, "loss_nan_ranks": 0, "loss_rank_avg": 0.04848351329565048, "step": 1685, "valid_targets_mean": 2350.6, "valid_targets_min": 615 }, { "epoch": 0.9316427783902976, "grad_norm": 0.34018141423253334, "learning_rate": 3.9867472162983024e-05, "loss": 0.1342, "loss_nan_ranks": 0, "loss_rank_avg": 0.04568084329366684, "step": 1690, "valid_targets_mean": 3647.6, "valid_targets_min": 2936 }, { "epoch": 0.934399117971334, "grad_norm": 0.36242431431802835, "learning_rate": 3.9864293938508465e-05, "loss": 0.1241, "loss_nan_ranks": 0, "loss_rank_avg": 0.09017286449670792, "step": 1695, "valid_targets_mean": 3372.6, "valid_targets_min": 1532 }, { "epoch": 0.9371554575523704, "grad_norm": 0.40279817500278875, "learning_rate": 3.986107818457048e-05, "loss": 0.1451, "loss_nan_ranks": 0, "loss_rank_avg": 0.039335522800683975, "step": 1700, "valid_targets_mean": 2305.8, "valid_targets_min": 506 }, { "epoch": 0.9399117971334069, "grad_norm": 0.33392411653894755, "learning_rate": 3.985782490724455e-05, "loss": 0.1322, "loss_nan_ranks": 0, "loss_rank_avg": 0.04187878221273422, "step": 1705, "valid_targets_mean": 2746.1, "valid_targets_min": 633 }, { "epoch": 0.9426681367144433, "grad_norm": 0.4322442346306531, "learning_rate": 3.985453411267709e-05, "loss": 0.1566, "loss_nan_ranks": 0, "loss_rank_avg": 0.06901313364505768, "step": 1710, "valid_targets_mean": 2745.8, "valid_targets_min": 733 }, { "epoch": 0.9454244762954797, "grad_norm": 0.34484748093868567, "learning_rate": 3.985120580708536e-05, "loss": 0.114, "loss_nan_ranks": 0, "loss_rank_avg": 0.057368770241737366, "step": 1715, "valid_targets_mean": 3070.9, "valid_targets_min": 489 }, { "epoch": 0.948180815876516, "grad_norm": 0.5534773063668448, "learning_rate": 3.98478399967575e-05, "loss": 0.1409, "loss_nan_ranks": 0, "loss_rank_avg": 0.06249939650297165, "step": 1720, "valid_targets_mean": 1427.6, "valid_targets_min": 693 }, { "epoch": 0.9509371554575524, "grad_norm": 0.3767944003374936, "learning_rate": 3.9844436688052526e-05, "loss": 0.121, "loss_nan_ranks": 0, "loss_rank_avg": 0.04625030979514122, "step": 1725, "valid_targets_mean": 3525.9, "valid_targets_min": 918 }, { "epoch": 0.9536934950385888, "grad_norm": 0.679623013516448, "learning_rate": 3.9840995887400274e-05, "loss": 0.1772, "loss_nan_ranks": 0, "loss_rank_avg": 0.0719040036201477, "step": 1730, "valid_targets_mean": 1479.6, "valid_targets_min": 528 }, { "epoch": 0.9564498346196252, "grad_norm": 0.5064331103889584, "learning_rate": 3.9837517601301424e-05, "loss": 0.1661, "loss_nan_ranks": 0, "loss_rank_avg": 0.09957806766033173, "step": 1735, "valid_targets_mean": 2086.1, "valid_targets_min": 572 }, { "epoch": 0.9592061742006616, "grad_norm": 0.4542511190639091, "learning_rate": 3.983400183632747e-05, "loss": 0.1269, "loss_nan_ranks": 0, "loss_rank_avg": 0.06869851052761078, "step": 1740, "valid_targets_mean": 3714.4, "valid_targets_min": 2773 }, { "epoch": 0.961962513781698, "grad_norm": 0.3856971291796678, "learning_rate": 3.983044859912073e-05, "loss": 0.1252, "loss_nan_ranks": 0, "loss_rank_avg": 0.0590018704533577, "step": 1745, "valid_targets_mean": 3416.0, "valid_targets_min": 2516 }, { "epoch": 0.9647188533627343, "grad_norm": 0.37189735746964914, "learning_rate": 3.9826857896394306e-05, "loss": 0.124, "loss_nan_ranks": 0, "loss_rank_avg": 0.04796933755278587, "step": 1750, "valid_targets_mean": 2494.9, "valid_targets_min": 965 }, { "epoch": 0.9674751929437707, "grad_norm": 0.8567401444591685, "learning_rate": 3.982322973493209e-05, "loss": 0.1183, "loss_nan_ranks": 0, "loss_rank_avg": 0.05484459549188614, "step": 1755, "valid_targets_mean": 1522.5, "valid_targets_min": 725 }, { "epoch": 0.9702315325248071, "grad_norm": 0.7481339512192541, "learning_rate": 3.9819564121588736e-05, "loss": 0.1537, "loss_nan_ranks": 0, "loss_rank_avg": 0.10105057060718536, "step": 1760, "valid_targets_mean": 1261.0, "valid_targets_min": 633 }, { "epoch": 0.9729878721058435, "grad_norm": 0.3702279535716411, "learning_rate": 3.981586106328966e-05, "loss": 0.1123, "loss_nan_ranks": 0, "loss_rank_avg": 0.04988981783390045, "step": 1765, "valid_targets_mean": 3052.4, "valid_targets_min": 889 }, { "epoch": 0.9757442116868799, "grad_norm": 0.34464284873957685, "learning_rate": 3.981212056703102e-05, "loss": 0.1183, "loss_nan_ranks": 0, "loss_rank_avg": 0.05826319381594658, "step": 1770, "valid_targets_mean": 3543.8, "valid_targets_min": 2396 }, { "epoch": 0.9785005512679162, "grad_norm": 0.3874834463251156, "learning_rate": 3.980834263987971e-05, "loss": 0.1237, "loss_nan_ranks": 0, "loss_rank_avg": 0.06502720713615417, "step": 1775, "valid_targets_mean": 3317.0, "valid_targets_min": 981 }, { "epoch": 0.9812568908489526, "grad_norm": 0.3397133391497705, "learning_rate": 3.980452728897334e-05, "loss": 0.1319, "loss_nan_ranks": 0, "loss_rank_avg": 0.058445245027542114, "step": 1780, "valid_targets_mean": 3465.1, "valid_targets_min": 1071 }, { "epoch": 0.984013230429989, "grad_norm": 0.30705620104786974, "learning_rate": 3.9800674521520234e-05, "loss": 0.1094, "loss_nan_ranks": 0, "loss_rank_avg": 0.0629330649971962, "step": 1785, "valid_targets_mean": 4144.0, "valid_targets_min": 757 }, { "epoch": 0.9867695700110254, "grad_norm": 0.38410819478609937, "learning_rate": 3.9796784344799385e-05, "loss": 0.12, "loss_nan_ranks": 0, "loss_rank_avg": 0.047083545476198196, "step": 1790, "valid_targets_mean": 1548.0, "valid_targets_min": 504 }, { "epoch": 0.9895259095920618, "grad_norm": 0.5565304289747816, "learning_rate": 3.979285676616048e-05, "loss": 0.1388, "loss_nan_ranks": 0, "loss_rank_avg": 0.11265057325363159, "step": 1795, "valid_targets_mean": 2696.8, "valid_targets_min": 775 }, { "epoch": 0.9922822491730982, "grad_norm": 0.4052992544151912, "learning_rate": 3.978889179302385e-05, "loss": 0.2097, "loss_nan_ranks": 0, "loss_rank_avg": 0.05838824808597565, "step": 1800, "valid_targets_mean": 3880.9, "valid_targets_min": 2338 }, { "epoch": 0.9950385887541345, "grad_norm": 0.4224249322678252, "learning_rate": 3.9784889432880513e-05, "loss": 0.1206, "loss_nan_ranks": 0, "loss_rank_avg": 0.07626640796661377, "step": 1805, "valid_targets_mean": 3655.5, "valid_targets_min": 2463 }, { "epoch": 0.9977949283351709, "grad_norm": 0.39536853771645086, "learning_rate": 3.9780849693292094e-05, "loss": 0.1191, "loss_nan_ranks": 0, "loss_rank_avg": 0.05672920495271683, "step": 1810, "valid_targets_mean": 3319.2, "valid_targets_min": 2237 }, { "epoch": 1.0005512679162072, "grad_norm": 0.5391699051741186, "learning_rate": 3.977677258189082e-05, "loss": 0.1928, "loss_nan_ranks": 0, "loss_rank_avg": 0.13977041840553284, "step": 1815, "valid_targets_mean": 8186.1, "valid_targets_min": 6131 }, { "epoch": 1.0033076074972436, "grad_norm": 0.4429434546579974, "learning_rate": 3.977265810637957e-05, "loss": 0.2823, "loss_nan_ranks": 0, "loss_rank_avg": 0.14157527685165405, "step": 1820, "valid_targets_mean": 8564.9, "valid_targets_min": 5974 }, { "epoch": 1.00606394707828, "grad_norm": 0.5328821993462085, "learning_rate": 3.9768506274531795e-05, "loss": 0.2759, "loss_nan_ranks": 0, "loss_rank_avg": 0.1231263130903244, "step": 1825, "valid_targets_mean": 3567.1, "valid_targets_min": 287 }, { "epoch": 1.0088202866593163, "grad_norm": 0.40045178073964055, "learning_rate": 3.97643170941915e-05, "loss": 0.2642, "loss_nan_ranks": 0, "loss_rank_avg": 0.13034161925315857, "step": 1830, "valid_targets_mean": 6991.4, "valid_targets_min": 4953 }, { "epoch": 1.0115766262403527, "grad_norm": 0.4038436496286876, "learning_rate": 3.9760090573273286e-05, "loss": 0.2425, "loss_nan_ranks": 0, "loss_rank_avg": 0.12636935710906982, "step": 1835, "valid_targets_mean": 6929.9, "valid_targets_min": 1449 }, { "epoch": 1.014332965821389, "grad_norm": 0.3820745745461578, "learning_rate": 3.975582671976229e-05, "loss": 0.2492, "loss_nan_ranks": 0, "loss_rank_avg": 0.11822760105133057, "step": 1840, "valid_targets_mean": 7335.5, "valid_targets_min": 4961 }, { "epoch": 1.0170893054024255, "grad_norm": 0.44481177360388846, "learning_rate": 3.9751525541714164e-05, "loss": 0.2649, "loss_nan_ranks": 0, "loss_rank_avg": 0.15675359964370728, "step": 1845, "valid_targets_mean": 7028.9, "valid_targets_min": 5952 }, { "epoch": 1.0198456449834619, "grad_norm": 0.5731778258177014, "learning_rate": 3.974718704725511e-05, "loss": 0.2616, "loss_nan_ranks": 0, "loss_rank_avg": 0.14083576202392578, "step": 1850, "valid_targets_mean": 7634.2, "valid_targets_min": 5143 }, { "epoch": 1.0226019845644982, "grad_norm": 0.38429349234475857, "learning_rate": 3.9742811244581806e-05, "loss": 0.2496, "loss_nan_ranks": 0, "loss_rank_avg": 0.12699735164642334, "step": 1855, "valid_targets_mean": 7079.8, "valid_targets_min": 5316 }, { "epoch": 1.0253583241455346, "grad_norm": 0.4516162039984377, "learning_rate": 3.973839814196142e-05, "loss": 0.2467, "loss_nan_ranks": 0, "loss_rank_avg": 0.11604298651218414, "step": 1860, "valid_targets_mean": 4218.1, "valid_targets_min": 151 }, { "epoch": 1.028114663726571, "grad_norm": 0.38841955535142336, "learning_rate": 3.973394774773159e-05, "loss": 0.2413, "loss_nan_ranks": 0, "loss_rank_avg": 0.1270502358675003, "step": 1865, "valid_targets_mean": 7171.6, "valid_targets_min": 4244 }, { "epoch": 1.0308710033076074, "grad_norm": 0.4216035638713189, "learning_rate": 3.972946007030043e-05, "loss": 0.2435, "loss_nan_ranks": 0, "loss_rank_avg": 0.11914072185754776, "step": 1870, "valid_targets_mean": 7214.5, "valid_targets_min": 5799 }, { "epoch": 1.0336273428886438, "grad_norm": 0.39495303374536844, "learning_rate": 3.972493511814646e-05, "loss": 0.2393, "loss_nan_ranks": 0, "loss_rank_avg": 0.11811669170856476, "step": 1875, "valid_targets_mean": 6923.1, "valid_targets_min": 3844 }, { "epoch": 1.0363836824696802, "grad_norm": 0.4105671090945868, "learning_rate": 3.972037289981865e-05, "loss": 0.2371, "loss_nan_ranks": 0, "loss_rank_avg": 0.12813234329223633, "step": 1880, "valid_targets_mean": 6961.0, "valid_targets_min": 5664 }, { "epoch": 1.0391400220507165, "grad_norm": 0.40074737118762155, "learning_rate": 3.971577342393635e-05, "loss": 0.2295, "loss_nan_ranks": 0, "loss_rank_avg": 0.12755727767944336, "step": 1885, "valid_targets_mean": 6933.6, "valid_targets_min": 4915 }, { "epoch": 1.041896361631753, "grad_norm": 0.36855107336545717, "learning_rate": 3.971113669918933e-05, "loss": 0.2343, "loss_nan_ranks": 0, "loss_rank_avg": 0.111843042075634, "step": 1890, "valid_targets_mean": 6407.2, "valid_targets_min": 4966 }, { "epoch": 1.0446527012127893, "grad_norm": 0.38409204260266694, "learning_rate": 3.9706462734337714e-05, "loss": 0.2372, "loss_nan_ranks": 0, "loss_rank_avg": 0.11797580122947693, "step": 1895, "valid_targets_mean": 7489.0, "valid_targets_min": 5451 }, { "epoch": 1.0474090407938257, "grad_norm": 0.3681827912396921, "learning_rate": 3.970175153821199e-05, "loss": 0.2288, "loss_nan_ranks": 0, "loss_rank_avg": 0.10866495966911316, "step": 1900, "valid_targets_mean": 7392.1, "valid_targets_min": 5195 }, { "epoch": 1.0501653803748623, "grad_norm": 0.42383931143830844, "learning_rate": 3.9697003119712994e-05, "loss": 0.249, "loss_nan_ranks": 0, "loss_rank_avg": 0.15298643708229065, "step": 1905, "valid_targets_mean": 7050.0, "valid_targets_min": 3733 }, { "epoch": 1.0529217199558987, "grad_norm": 0.44675277648990114, "learning_rate": 3.969221748781186e-05, "loss": 0.2602, "loss_nan_ranks": 0, "loss_rank_avg": 0.13354279100894928, "step": 1910, "valid_targets_mean": 6038.4, "valid_targets_min": 5143 }, { "epoch": 1.055678059536935, "grad_norm": 0.3981813570788902, "learning_rate": 3.9687394651550055e-05, "loss": 0.2187, "loss_nan_ranks": 0, "loss_rank_avg": 0.11283302307128906, "step": 1915, "valid_targets_mean": 7356.9, "valid_targets_min": 5765 }, { "epoch": 1.0584343991179714, "grad_norm": 0.37541392508849375, "learning_rate": 3.968253462003934e-05, "loss": 0.2229, "loss_nan_ranks": 0, "loss_rank_avg": 0.1066504716873169, "step": 1920, "valid_targets_mean": 7668.2, "valid_targets_min": 4640 }, { "epoch": 1.0611907386990078, "grad_norm": 0.6725515725973464, "learning_rate": 3.967763740246172e-05, "loss": 0.2294, "loss_nan_ranks": 0, "loss_rank_avg": 0.12626959383487701, "step": 1925, "valid_targets_mean": 7774.5, "valid_targets_min": 5483 }, { "epoch": 1.0639470782800442, "grad_norm": 0.3762662737775176, "learning_rate": 3.967270300806948e-05, "loss": 0.2415, "loss_nan_ranks": 0, "loss_rank_avg": 0.11693324148654938, "step": 1930, "valid_targets_mean": 7311.8, "valid_targets_min": 6424 }, { "epoch": 1.0667034178610806, "grad_norm": 0.40058665657313214, "learning_rate": 3.9667731446185126e-05, "loss": 0.2318, "loss_nan_ranks": 0, "loss_rank_avg": 0.10364173352718353, "step": 1935, "valid_targets_mean": 6788.4, "valid_targets_min": 4371 }, { "epoch": 1.069459757442117, "grad_norm": 0.38564487869391756, "learning_rate": 3.966272272620141e-05, "loss": 0.2312, "loss_nan_ranks": 0, "loss_rank_avg": 0.10268288850784302, "step": 1940, "valid_targets_mean": 7830.8, "valid_targets_min": 5371 }, { "epoch": 1.0722160970231533, "grad_norm": 0.33541649336395335, "learning_rate": 3.965767685758126e-05, "loss": 0.202, "loss_nan_ranks": 0, "loss_rank_avg": 0.09285418689250946, "step": 1945, "valid_targets_mean": 8286.8, "valid_targets_min": 4818 }, { "epoch": 1.0749724366041897, "grad_norm": 0.32906340798106043, "learning_rate": 3.965259384985779e-05, "loss": 0.2044, "loss_nan_ranks": 0, "loss_rank_avg": 0.08702705800533295, "step": 1950, "valid_targets_mean": 7339.1, "valid_targets_min": 5995 }, { "epoch": 1.0777287761852261, "grad_norm": 0.40905337737414466, "learning_rate": 3.96474737126343e-05, "loss": 0.2139, "loss_nan_ranks": 0, "loss_rank_avg": 0.11576525121927261, "step": 1955, "valid_targets_mean": 6405.4, "valid_targets_min": 4206 }, { "epoch": 1.0804851157662625, "grad_norm": 1.7247639593979691, "learning_rate": 3.964231645558422e-05, "loss": 0.2368, "loss_nan_ranks": 0, "loss_rank_avg": 0.09979398548603058, "step": 1960, "valid_targets_mean": 246.4, "valid_targets_min": 136 }, { "epoch": 1.0832414553472989, "grad_norm": 0.4057176959401024, "learning_rate": 3.9637122088451125e-05, "loss": 0.241, "loss_nan_ranks": 0, "loss_rank_avg": 0.11096513271331787, "step": 1965, "valid_targets_mean": 6778.4, "valid_targets_min": 5133 }, { "epoch": 1.0859977949283353, "grad_norm": 0.4788985312489239, "learning_rate": 3.963189062104869e-05, "loss": 0.2455, "loss_nan_ranks": 0, "loss_rank_avg": 0.1283767819404602, "step": 1970, "valid_targets_mean": 6963.0, "valid_targets_min": 5072 }, { "epoch": 1.0887541345093716, "grad_norm": 0.4044479444843954, "learning_rate": 3.962662206326069e-05, "loss": 0.2438, "loss_nan_ranks": 0, "loss_rank_avg": 0.13194270431995392, "step": 1975, "valid_targets_mean": 6662.5, "valid_targets_min": 5036 }, { "epoch": 1.091510474090408, "grad_norm": 0.41227911767434583, "learning_rate": 3.962131642504097e-05, "loss": 0.2369, "loss_nan_ranks": 0, "loss_rank_avg": 0.14123860001564026, "step": 1980, "valid_targets_mean": 7389.0, "valid_targets_min": 5546 }, { "epoch": 1.0942668136714444, "grad_norm": 0.3846369049442408, "learning_rate": 3.9615973716413434e-05, "loss": 0.226, "loss_nan_ranks": 0, "loss_rank_avg": 0.11498785018920898, "step": 1985, "valid_targets_mean": 7507.0, "valid_targets_min": 5051 }, { "epoch": 1.0970231532524808, "grad_norm": 0.36727354006124485, "learning_rate": 3.961059394747202e-05, "loss": 0.2346, "loss_nan_ranks": 0, "loss_rank_avg": 0.1061241552233696, "step": 1990, "valid_targets_mean": 7192.6, "valid_targets_min": 5809 }, { "epoch": 1.0997794928335172, "grad_norm": 0.43746035822859525, "learning_rate": 3.9605177128380686e-05, "loss": 0.2282, "loss_nan_ranks": 0, "loss_rank_avg": 0.11287423968315125, "step": 1995, "valid_targets_mean": 7255.8, "valid_targets_min": 5119 }, { "epoch": 1.1025358324145536, "grad_norm": 0.38095977347770466, "learning_rate": 3.9599723269373393e-05, "loss": 0.2391, "loss_nan_ranks": 0, "loss_rank_avg": 0.1104314774274826, "step": 2000, "valid_targets_mean": 6710.9, "valid_targets_min": 4029 }, { "epoch": 1.10529217199559, "grad_norm": 0.418337316793876, "learning_rate": 3.959423238075407e-05, "loss": 0.2296, "loss_nan_ranks": 0, "loss_rank_avg": 0.12884628772735596, "step": 2005, "valid_targets_mean": 6299.6, "valid_targets_min": 5464 }, { "epoch": 1.1080485115766263, "grad_norm": 0.4253904059983968, "learning_rate": 3.958870447289662e-05, "loss": 0.2343, "loss_nan_ranks": 0, "loss_rank_avg": 0.11437705159187317, "step": 2010, "valid_targets_mean": 6239.8, "valid_targets_min": 4663 }, { "epoch": 1.1108048511576627, "grad_norm": 0.4397397487968829, "learning_rate": 3.958313955624487e-05, "loss": 0.2349, "loss_nan_ranks": 0, "loss_rank_avg": 0.12122131139039993, "step": 2015, "valid_targets_mean": 5759.1, "valid_targets_min": 4989 }, { "epoch": 1.113561190738699, "grad_norm": 0.5062657925191542, "learning_rate": 3.957753764131258e-05, "loss": 0.2263, "loss_nan_ranks": 0, "loss_rank_avg": 0.09378443658351898, "step": 2020, "valid_targets_mean": 3368.0, "valid_targets_min": 2264 }, { "epoch": 1.1163175303197355, "grad_norm": 0.4400220455110204, "learning_rate": 3.9571898738683394e-05, "loss": 0.2277, "loss_nan_ranks": 0, "loss_rank_avg": 0.11328338831663132, "step": 2025, "valid_targets_mean": 6208.5, "valid_targets_min": 5061 }, { "epoch": 1.1190738699007718, "grad_norm": 0.40398983565890384, "learning_rate": 3.9566222859010875e-05, "loss": 0.2274, "loss_nan_ranks": 0, "loss_rank_avg": 0.11828620731830597, "step": 2030, "valid_targets_mean": 6299.4, "valid_targets_min": 4566 }, { "epoch": 1.1218302094818082, "grad_norm": 0.39478971283641073, "learning_rate": 3.95605100130184e-05, "loss": 0.2263, "loss_nan_ranks": 0, "loss_rank_avg": 0.12121611833572388, "step": 2035, "valid_targets_mean": 7560.9, "valid_targets_min": 4931 }, { "epoch": 1.1245865490628446, "grad_norm": 0.4030780461018089, "learning_rate": 3.9554760211499214e-05, "loss": 0.227, "loss_nan_ranks": 0, "loss_rank_avg": 0.09764682501554489, "step": 2040, "valid_targets_mean": 5546.4, "valid_targets_min": 4426 }, { "epoch": 1.127342888643881, "grad_norm": 0.4253177407177079, "learning_rate": 3.9548973465316374e-05, "loss": 0.2256, "loss_nan_ranks": 0, "loss_rank_avg": 0.10873885452747345, "step": 2045, "valid_targets_mean": 5400.6, "valid_targets_min": 4401 }, { "epoch": 1.1300992282249174, "grad_norm": 0.4168690587947074, "learning_rate": 3.9543149785402733e-05, "loss": 0.2297, "loss_nan_ranks": 0, "loss_rank_avg": 0.11768406629562378, "step": 2050, "valid_targets_mean": 6330.9, "valid_targets_min": 5178 }, { "epoch": 1.1328555678059538, "grad_norm": 0.38943320294407135, "learning_rate": 3.9537289182760926e-05, "loss": 0.2305, "loss_nan_ranks": 0, "loss_rank_avg": 0.10606523603200912, "step": 2055, "valid_targets_mean": 5793.9, "valid_targets_min": 5097 }, { "epoch": 1.1356119073869901, "grad_norm": 0.825438699399564, "learning_rate": 3.953139166846335e-05, "loss": 0.2046, "loss_nan_ranks": 0, "loss_rank_avg": 0.16150851547718048, "step": 2060, "valid_targets_mean": 1627.8, "valid_targets_min": 136 }, { "epoch": 1.1383682469680265, "grad_norm": 0.561224944484612, "learning_rate": 3.952545725365215e-05, "loss": 0.2255, "loss_nan_ranks": 0, "loss_rank_avg": 0.11346971988677979, "step": 2065, "valid_targets_mean": 6442.6, "valid_targets_min": 4719 }, { "epoch": 1.141124586549063, "grad_norm": 0.39824062062272925, "learning_rate": 3.951948594953914e-05, "loss": 0.222, "loss_nan_ranks": 0, "loss_rank_avg": 0.12175564467906952, "step": 2070, "valid_targets_mean": 7150.1, "valid_targets_min": 5326 }, { "epoch": 1.1438809261300993, "grad_norm": 0.4242053644112044, "learning_rate": 3.951347776740588e-05, "loss": 0.2285, "loss_nan_ranks": 0, "loss_rank_avg": 0.11423341929912567, "step": 2075, "valid_targets_mean": 7101.2, "valid_targets_min": 4056 }, { "epoch": 1.1466372657111357, "grad_norm": 0.4289522277088913, "learning_rate": 3.9507432718603584e-05, "loss": 0.2201, "loss_nan_ranks": 0, "loss_rank_avg": 0.11060268431901932, "step": 2080, "valid_targets_mean": 6992.9, "valid_targets_min": 4903 }, { "epoch": 1.149393605292172, "grad_norm": 0.40321655528621014, "learning_rate": 3.9501350814553114e-05, "loss": 0.2149, "loss_nan_ranks": 0, "loss_rank_avg": 0.11475573480129242, "step": 2085, "valid_targets_mean": 5869.9, "valid_targets_min": 4747 }, { "epoch": 1.1521499448732084, "grad_norm": 0.40175083435061454, "learning_rate": 3.9495232066744965e-05, "loss": 0.2252, "loss_nan_ranks": 0, "loss_rank_avg": 0.11527985334396362, "step": 2090, "valid_targets_mean": 6258.1, "valid_targets_min": 4588 }, { "epoch": 1.1549062844542448, "grad_norm": 1.1990498220939767, "learning_rate": 3.9489076486739245e-05, "loss": 0.258, "loss_nan_ranks": 0, "loss_rank_avg": 0.10560241341590881, "step": 2095, "valid_targets_mean": 1159.1, "valid_targets_min": 787 }, { "epoch": 1.1576626240352812, "grad_norm": 0.863837441062856, "learning_rate": 3.948288408616565e-05, "loss": 0.2553, "loss_nan_ranks": 0, "loss_rank_avg": 0.12062355875968933, "step": 2100, "valid_targets_mean": 1495.9, "valid_targets_min": 956 }, { "epoch": 1.1604189636163176, "grad_norm": 0.8640986205233645, "learning_rate": 3.947665487672342e-05, "loss": 0.2404, "loss_nan_ranks": 0, "loss_rank_avg": 0.11295288801193237, "step": 2105, "valid_targets_mean": 1366.0, "valid_targets_min": 795 }, { "epoch": 1.163175303197354, "grad_norm": 0.8951633283095337, "learning_rate": 3.9470388870181376e-05, "loss": 0.2399, "loss_nan_ranks": 0, "loss_rank_avg": 0.13539494574069977, "step": 2110, "valid_targets_mean": 1429.9, "valid_targets_min": 696 }, { "epoch": 1.1659316427783903, "grad_norm": 1.018554227871174, "learning_rate": 3.9464086078377824e-05, "loss": 0.2366, "loss_nan_ranks": 0, "loss_rank_avg": 0.11292294412851334, "step": 2115, "valid_targets_mean": 1574.1, "valid_targets_min": 637 }, { "epoch": 1.1686879823594267, "grad_norm": 0.7244229799968689, "learning_rate": 3.945774651322058e-05, "loss": 0.2349, "loss_nan_ranks": 0, "loss_rank_avg": 0.11890330910682678, "step": 2120, "valid_targets_mean": 1737.8, "valid_targets_min": 723 }, { "epoch": 1.171444321940463, "grad_norm": 0.8021547101345716, "learning_rate": 3.945137018668695e-05, "loss": 0.2421, "loss_nan_ranks": 0, "loss_rank_avg": 0.10122287273406982, "step": 2125, "valid_targets_mean": 1306.0, "valid_targets_min": 760 }, { "epoch": 1.1742006615214995, "grad_norm": 0.8764497453102833, "learning_rate": 3.9444957110823665e-05, "loss": 0.2241, "loss_nan_ranks": 0, "loss_rank_avg": 0.1343308538198471, "step": 2130, "valid_targets_mean": 1363.9, "valid_targets_min": 711 }, { "epoch": 1.1769570011025359, "grad_norm": 0.7907792765403534, "learning_rate": 3.943850729774692e-05, "loss": 0.2432, "loss_nan_ranks": 0, "loss_rank_avg": 0.1148378923535347, "step": 2135, "valid_targets_mean": 1488.0, "valid_targets_min": 866 }, { "epoch": 1.1797133406835723, "grad_norm": 0.7243215532477045, "learning_rate": 3.943202075964229e-05, "loss": 0.2308, "loss_nan_ranks": 0, "loss_rank_avg": 0.12787649035453796, "step": 2140, "valid_targets_mean": 1986.4, "valid_targets_min": 788 }, { "epoch": 1.1824696802646086, "grad_norm": 0.7877738992439743, "learning_rate": 3.942549750876473e-05, "loss": 0.2245, "loss_nan_ranks": 0, "loss_rank_avg": 0.11777092516422272, "step": 2145, "valid_targets_mean": 1518.4, "valid_targets_min": 895 }, { "epoch": 1.185226019845645, "grad_norm": 0.7768965716910806, "learning_rate": 3.941893755743859e-05, "loss": 0.2374, "loss_nan_ranks": 0, "loss_rank_avg": 0.11837087571620941, "step": 2150, "valid_targets_mean": 1784.0, "valid_targets_min": 1005 }, { "epoch": 1.1879823594266814, "grad_norm": 0.7926017237940828, "learning_rate": 3.9412340918057525e-05, "loss": 0.2269, "loss_nan_ranks": 0, "loss_rank_avg": 0.09464045614004135, "step": 2155, "valid_targets_mean": 1389.1, "valid_targets_min": 716 }, { "epoch": 1.1907386990077178, "grad_norm": 0.9261976823239991, "learning_rate": 3.9405707603084525e-05, "loss": 0.2163, "loss_nan_ranks": 0, "loss_rank_avg": 0.08825404942035675, "step": 2160, "valid_targets_mean": 1125.1, "valid_targets_min": 658 }, { "epoch": 1.1934950385887542, "grad_norm": 0.9566215356885488, "learning_rate": 3.939903762505186e-05, "loss": 0.2153, "loss_nan_ranks": 0, "loss_rank_avg": 0.10395936667919159, "step": 2165, "valid_targets_mean": 1460.8, "valid_targets_min": 639 }, { "epoch": 1.1962513781697905, "grad_norm": 0.8347408288853052, "learning_rate": 3.9392330996561064e-05, "loss": 0.225, "loss_nan_ranks": 0, "loss_rank_avg": 0.07904361933469772, "step": 2170, "valid_targets_mean": 1127.0, "valid_targets_min": 764 }, { "epoch": 1.199007717750827, "grad_norm": 0.850596486112364, "learning_rate": 3.9385587730282936e-05, "loss": 0.2347, "loss_nan_ranks": 0, "loss_rank_avg": 0.10767305642366409, "step": 2175, "valid_targets_mean": 1318.9, "valid_targets_min": 629 }, { "epoch": 1.2017640573318633, "grad_norm": 0.8322703339122393, "learning_rate": 3.937880783895746e-05, "loss": 0.2344, "loss_nan_ranks": 0, "loss_rank_avg": 0.13187266886234283, "step": 2180, "valid_targets_mean": 1605.4, "valid_targets_min": 622 }, { "epoch": 1.2045203969128997, "grad_norm": 0.7023489969446237, "learning_rate": 3.9371991335393846e-05, "loss": 0.2276, "loss_nan_ranks": 0, "loss_rank_avg": 0.08459800481796265, "step": 2185, "valid_targets_mean": 1396.2, "valid_targets_min": 939 }, { "epoch": 1.207276736493936, "grad_norm": 0.7111782733516041, "learning_rate": 3.936513823247047e-05, "loss": 0.2272, "loss_nan_ranks": 0, "loss_rank_avg": 0.10252651572227478, "step": 2190, "valid_targets_mean": 1333.2, "valid_targets_min": 775 }, { "epoch": 1.2100330760749725, "grad_norm": 1.0188517619372066, "learning_rate": 3.935824854313483e-05, "loss": 0.225, "loss_nan_ranks": 0, "loss_rank_avg": 0.1316230446100235, "step": 2195, "valid_targets_mean": 1520.2, "valid_targets_min": 620 }, { "epoch": 1.2127894156560088, "grad_norm": 1.2410525860213264, "learning_rate": 3.935132228040357e-05, "loss": 0.2298, "loss_nan_ranks": 0, "loss_rank_avg": 0.12410677969455719, "step": 2200, "valid_targets_mean": 1436.1, "valid_targets_min": 690 }, { "epoch": 1.2155457552370452, "grad_norm": 0.8644256214436915, "learning_rate": 3.934435945736244e-05, "loss": 0.2254, "loss_nan_ranks": 0, "loss_rank_avg": 0.06392615288496017, "step": 2205, "valid_targets_mean": 846.4, "valid_targets_min": 610 }, { "epoch": 1.2183020948180816, "grad_norm": 0.8438891418597277, "learning_rate": 3.933736008716624e-05, "loss": 0.2183, "loss_nan_ranks": 0, "loss_rank_avg": 0.11855478584766388, "step": 2210, "valid_targets_mean": 1519.8, "valid_targets_min": 792 }, { "epoch": 1.221058434399118, "grad_norm": 0.7211711670003869, "learning_rate": 3.933032418303883e-05, "loss": 0.2176, "loss_nan_ranks": 0, "loss_rank_avg": 0.11930051445960999, "step": 2215, "valid_targets_mean": 1771.8, "valid_targets_min": 561 }, { "epoch": 1.2238147739801544, "grad_norm": 0.6978861320978671, "learning_rate": 3.932325175827309e-05, "loss": 0.2181, "loss_nan_ranks": 0, "loss_rank_avg": 0.12333820015192032, "step": 2220, "valid_targets_mean": 1734.2, "valid_targets_min": 1336 }, { "epoch": 1.2265711135611908, "grad_norm": 0.7934913073934879, "learning_rate": 3.9316142826230905e-05, "loss": 0.219, "loss_nan_ranks": 0, "loss_rank_avg": 0.13259224593639374, "step": 2225, "valid_targets_mean": 1868.2, "valid_targets_min": 1103 }, { "epoch": 1.2293274531422271, "grad_norm": 0.791912543129638, "learning_rate": 3.9308997400343114e-05, "loss": 0.2281, "loss_nan_ranks": 0, "loss_rank_avg": 0.10461173951625824, "step": 2230, "valid_targets_mean": 1414.5, "valid_targets_min": 677 }, { "epoch": 1.2320837927232635, "grad_norm": 0.7377503620364259, "learning_rate": 3.930181549410954e-05, "loss": 0.2122, "loss_nan_ranks": 0, "loss_rank_avg": 0.1498279571533203, "step": 2235, "valid_targets_mean": 1962.0, "valid_targets_min": 978 }, { "epoch": 1.2348401323043, "grad_norm": 0.7349646336124053, "learning_rate": 3.9294597121098884e-05, "loss": 0.2171, "loss_nan_ranks": 0, "loss_rank_avg": 0.10808219015598297, "step": 2240, "valid_targets_mean": 1562.5, "valid_targets_min": 935 }, { "epoch": 1.2375964718853363, "grad_norm": 1.2150503361466123, "learning_rate": 3.928734229494878e-05, "loss": 0.2218, "loss_nan_ranks": 0, "loss_rank_avg": 0.11851302534341812, "step": 2245, "valid_targets_mean": 1639.5, "valid_targets_min": 803 }, { "epoch": 1.2403528114663727, "grad_norm": 0.7506887914389411, "learning_rate": 3.928005102936571e-05, "loss": 0.2234, "loss_nan_ranks": 0, "loss_rank_avg": 0.10622420907020569, "step": 2250, "valid_targets_mean": 1568.8, "valid_targets_min": 1015 }, { "epoch": 1.243109151047409, "grad_norm": 0.7952263161833848, "learning_rate": 3.9272723338125e-05, "loss": 0.2138, "loss_nan_ranks": 0, "loss_rank_avg": 0.09869219362735748, "step": 2255, "valid_targets_mean": 1119.9, "valid_targets_min": 881 }, { "epoch": 1.2458654906284454, "grad_norm": 0.7107939930905063, "learning_rate": 3.926535923507081e-05, "loss": 0.2108, "loss_nan_ranks": 0, "loss_rank_avg": 0.11727292835712433, "step": 2260, "valid_targets_mean": 1812.2, "valid_targets_min": 1167 }, { "epoch": 1.2486218302094818, "grad_norm": 0.8257018456697217, "learning_rate": 3.92579587341161e-05, "loss": 0.2049, "loss_nan_ranks": 0, "loss_rank_avg": 0.10165152698755264, "step": 2265, "valid_targets_mean": 1413.4, "valid_targets_min": 676 }, { "epoch": 1.2513781697905182, "grad_norm": 0.8626248822778579, "learning_rate": 3.9250521849242555e-05, "loss": 0.2195, "loss_nan_ranks": 0, "loss_rank_avg": 0.08355280011892319, "step": 2270, "valid_targets_mean": 1048.5, "valid_targets_min": 675 }, { "epoch": 1.2541345093715546, "grad_norm": 0.723018143571444, "learning_rate": 3.9243048594500647e-05, "loss": 0.2149, "loss_nan_ranks": 0, "loss_rank_avg": 0.09599076211452484, "step": 2275, "valid_targets_mean": 1424.6, "valid_targets_min": 793 }, { "epoch": 1.256890848952591, "grad_norm": 0.7544125591670842, "learning_rate": 3.923553898400953e-05, "loss": 0.2157, "loss_nan_ranks": 0, "loss_rank_avg": 0.11298521608114243, "step": 2280, "valid_targets_mean": 1482.8, "valid_targets_min": 741 }, { "epoch": 1.2596471885336273, "grad_norm": 0.7683246850469455, "learning_rate": 3.922799303195707e-05, "loss": 0.2174, "loss_nan_ranks": 0, "loss_rank_avg": 0.1288297176361084, "step": 2285, "valid_targets_mean": 1727.5, "valid_targets_min": 740 }, { "epoch": 1.2624035281146637, "grad_norm": 0.924446561709709, "learning_rate": 3.922041075259975e-05, "loss": 0.2269, "loss_nan_ranks": 0, "loss_rank_avg": 0.1282481700181961, "step": 2290, "valid_targets_mean": 1706.5, "valid_targets_min": 1154 }, { "epoch": 1.2651598676957, "grad_norm": 0.7295437113701345, "learning_rate": 3.921279216026275e-05, "loss": 0.2049, "loss_nan_ranks": 0, "loss_rank_avg": 0.14163079857826233, "step": 2295, "valid_targets_mean": 1717.0, "valid_targets_min": 858 }, { "epoch": 1.2679162072767365, "grad_norm": 0.8698013467403112, "learning_rate": 3.920513726933979e-05, "loss": 0.2276, "loss_nan_ranks": 0, "loss_rank_avg": 0.1358645260334015, "step": 2300, "valid_targets_mean": 1628.0, "valid_targets_min": 1018 }, { "epoch": 1.2706725468577729, "grad_norm": 0.793361775147602, "learning_rate": 3.919744609429321e-05, "loss": 0.2179, "loss_nan_ranks": 0, "loss_rank_avg": 0.102980837225914, "step": 2305, "valid_targets_mean": 1371.6, "valid_targets_min": 1053 }, { "epoch": 1.2734288864388092, "grad_norm": 0.8623279632621945, "learning_rate": 3.918971864965389e-05, "loss": 0.2332, "loss_nan_ranks": 0, "loss_rank_avg": 0.11874578893184662, "step": 2310, "valid_targets_mean": 1571.4, "valid_targets_min": 617 }, { "epoch": 1.2761852260198456, "grad_norm": 0.7344609964695565, "learning_rate": 3.9181954950021236e-05, "loss": 0.2087, "loss_nan_ranks": 0, "loss_rank_avg": 0.12706609070301056, "step": 2315, "valid_targets_mean": 1611.0, "valid_targets_min": 626 }, { "epoch": 1.278941565600882, "grad_norm": 0.6731590161382996, "learning_rate": 3.917415501006315e-05, "loss": 0.2156, "loss_nan_ranks": 0, "loss_rank_avg": 0.11158636212348938, "step": 2320, "valid_targets_mean": 1875.5, "valid_targets_min": 1166 }, { "epoch": 1.2816979051819184, "grad_norm": 0.7734608989746682, "learning_rate": 3.9166318844516e-05, "loss": 0.2182, "loss_nan_ranks": 0, "loss_rank_avg": 0.1138259544968605, "step": 2325, "valid_targets_mean": 1362.9, "valid_targets_min": 696 }, { "epoch": 1.2844542447629548, "grad_norm": 0.8564823564775201, "learning_rate": 3.915844646818459e-05, "loss": 0.2056, "loss_nan_ranks": 0, "loss_rank_avg": 0.08460142463445663, "step": 2330, "valid_targets_mean": 1171.2, "valid_targets_min": 678 }, { "epoch": 1.2872105843439912, "grad_norm": 0.7327706705093682, "learning_rate": 3.915053789594214e-05, "loss": 0.21, "loss_nan_ranks": 0, "loss_rank_avg": 0.10057958960533142, "step": 2335, "valid_targets_mean": 1548.8, "valid_targets_min": 502 }, { "epoch": 1.2899669239250275, "grad_norm": 0.6860219789847906, "learning_rate": 3.914259314273027e-05, "loss": 0.2152, "loss_nan_ranks": 0, "loss_rank_avg": 0.12251529842615128, "step": 2340, "valid_targets_mean": 1877.4, "valid_targets_min": 1330 }, { "epoch": 1.292723263506064, "grad_norm": 0.6975759342744783, "learning_rate": 3.913461222355893e-05, "loss": 0.2152, "loss_nan_ranks": 0, "loss_rank_avg": 0.07897192239761353, "step": 2345, "valid_targets_mean": 1301.9, "valid_targets_min": 659 }, { "epoch": 1.2954796030871003, "grad_norm": 0.764417356058545, "learning_rate": 3.9126595153506424e-05, "loss": 0.219, "loss_nan_ranks": 0, "loss_rank_avg": 0.08148185908794403, "step": 2350, "valid_targets_mean": 1325.8, "valid_targets_min": 955 }, { "epoch": 1.2982359426681367, "grad_norm": 0.6984240531107728, "learning_rate": 3.9118541947719334e-05, "loss": 0.2073, "loss_nan_ranks": 0, "loss_rank_avg": 0.08307754993438721, "step": 2355, "valid_targets_mean": 1461.5, "valid_targets_min": 962 }, { "epoch": 1.300992282249173, "grad_norm": 0.7816061851789948, "learning_rate": 3.911045262141252e-05, "loss": 0.2143, "loss_nan_ranks": 0, "loss_rank_avg": 0.10532218962907791, "step": 2360, "valid_targets_mean": 1423.1, "valid_targets_min": 792 }, { "epoch": 1.3037486218302095, "grad_norm": 0.7519708343218594, "learning_rate": 3.910232718986909e-05, "loss": 0.2138, "loss_nan_ranks": 0, "loss_rank_avg": 0.13661381602287292, "step": 2365, "valid_targets_mean": 1629.1, "valid_targets_min": 916 }, { "epoch": 1.3065049614112458, "grad_norm": 0.7553857960253325, "learning_rate": 3.909416566844036e-05, "loss": 0.2075, "loss_nan_ranks": 0, "loss_rank_avg": 0.08479543030261993, "step": 2370, "valid_targets_mean": 1243.4, "valid_targets_min": 871 }, { "epoch": 1.3092613009922822, "grad_norm": 0.7096032332146929, "learning_rate": 3.908596807254585e-05, "loss": 0.2152, "loss_nan_ranks": 0, "loss_rank_avg": 0.11088590323925018, "step": 2375, "valid_targets_mean": 1896.4, "valid_targets_min": 1216 }, { "epoch": 1.3120176405733186, "grad_norm": 0.8322490628353374, "learning_rate": 3.9077734417673186e-05, "loss": 0.1935, "loss_nan_ranks": 0, "loss_rank_avg": 0.10097792744636536, "step": 2380, "valid_targets_mean": 1387.0, "valid_targets_min": 711 }, { "epoch": 1.314773980154355, "grad_norm": 0.8122940429267342, "learning_rate": 3.906946471937817e-05, "loss": 0.2077, "loss_nan_ranks": 0, "loss_rank_avg": 0.11288172006607056, "step": 2385, "valid_targets_mean": 1290.0, "valid_targets_min": 602 }, { "epoch": 1.3175303197353914, "grad_norm": 0.6848779285989502, "learning_rate": 3.906115899328468e-05, "loss": 0.2129, "loss_nan_ranks": 0, "loss_rank_avg": 0.06991253793239594, "step": 2390, "valid_targets_mean": 1410.0, "valid_targets_min": 745 }, { "epoch": 1.3202866593164277, "grad_norm": 0.7903401879274046, "learning_rate": 3.905281725508466e-05, "loss": 0.2005, "loss_nan_ranks": 0, "loss_rank_avg": 0.09129732847213745, "step": 2395, "valid_targets_mean": 1057.5, "valid_targets_min": 722 }, { "epoch": 1.3230429988974641, "grad_norm": 0.7457498612807043, "learning_rate": 3.90444395205381e-05, "loss": 0.2135, "loss_nan_ranks": 0, "loss_rank_avg": 0.11177748441696167, "step": 2400, "valid_targets_mean": 1625.4, "valid_targets_min": 1323 }, { "epoch": 1.3257993384785005, "grad_norm": 0.693098984608495, "learning_rate": 3.9036025805472976e-05, "loss": 0.2085, "loss_nan_ranks": 0, "loss_rank_avg": 0.09320472180843353, "step": 2405, "valid_targets_mean": 1408.6, "valid_targets_min": 901 }, { "epoch": 1.328555678059537, "grad_norm": 0.7262117094237536, "learning_rate": 3.902757612578528e-05, "loss": 0.2143, "loss_nan_ranks": 0, "loss_rank_avg": 0.09907413274049759, "step": 2410, "valid_targets_mean": 1553.9, "valid_targets_min": 802 }, { "epoch": 1.3313120176405733, "grad_norm": 0.7335497317167226, "learning_rate": 3.9019090497438916e-05, "loss": 0.2118, "loss_nan_ranks": 0, "loss_rank_avg": 0.1077362596988678, "step": 2415, "valid_targets_mean": 1436.0, "valid_targets_min": 1078 }, { "epoch": 1.3340683572216097, "grad_norm": 0.7135564086396033, "learning_rate": 3.901056893646572e-05, "loss": 0.2079, "loss_nan_ranks": 0, "loss_rank_avg": 0.10013362020254135, "step": 2420, "valid_targets_mean": 1443.0, "valid_targets_min": 1258 }, { "epoch": 1.336824696802646, "grad_norm": 0.7855791194741032, "learning_rate": 3.900201145896541e-05, "loss": 0.2194, "loss_nan_ranks": 0, "loss_rank_avg": 0.10709736496210098, "step": 2425, "valid_targets_mean": 1482.1, "valid_targets_min": 843 }, { "epoch": 1.3395810363836824, "grad_norm": 0.7580670007310235, "learning_rate": 3.899341808110558e-05, "loss": 0.2151, "loss_nan_ranks": 0, "loss_rank_avg": 0.09351199865341187, "step": 2430, "valid_targets_mean": 1415.9, "valid_targets_min": 666 }, { "epoch": 1.3423373759647188, "grad_norm": 0.7282167214807848, "learning_rate": 3.898478881912162e-05, "loss": 0.2187, "loss_nan_ranks": 0, "loss_rank_avg": 0.12833508849143982, "step": 2435, "valid_targets_mean": 1815.6, "valid_targets_min": 1039 }, { "epoch": 1.3450937155457552, "grad_norm": 0.7531562555670924, "learning_rate": 3.897612368931674e-05, "loss": 0.2151, "loss_nan_ranks": 0, "loss_rank_avg": 0.09941570460796356, "step": 2440, "valid_targets_mean": 1323.5, "valid_targets_min": 775 }, { "epoch": 1.3478500551267916, "grad_norm": 0.725650973636521, "learning_rate": 3.896742270806189e-05, "loss": 0.2152, "loss_nan_ranks": 0, "loss_rank_avg": 0.10683807730674744, "step": 2445, "valid_targets_mean": 1817.0, "valid_targets_min": 1280 }, { "epoch": 1.350606394707828, "grad_norm": 0.7893252076163679, "learning_rate": 3.895868589179579e-05, "loss": 0.2031, "loss_nan_ranks": 0, "loss_rank_avg": 0.07101763784885406, "step": 2450, "valid_targets_mean": 922.0, "valid_targets_min": 619 }, { "epoch": 1.3533627342888643, "grad_norm": 0.6756139981603474, "learning_rate": 3.894991325702483e-05, "loss": 0.2125, "loss_nan_ranks": 0, "loss_rank_avg": 0.09092555195093155, "step": 2455, "valid_targets_mean": 1475.8, "valid_targets_min": 655 }, { "epoch": 1.3561190738699007, "grad_norm": 0.6811041334419775, "learning_rate": 3.894110482032309e-05, "loss": 0.2118, "loss_nan_ranks": 0, "loss_rank_avg": 0.08369474112987518, "step": 2460, "valid_targets_mean": 1410.9, "valid_targets_min": 694 }, { "epoch": 1.358875413450937, "grad_norm": 0.6984323058419214, "learning_rate": 3.893226059833227e-05, "loss": 0.2067, "loss_nan_ranks": 0, "loss_rank_avg": 0.10465934872627258, "step": 2465, "valid_targets_mean": 1651.0, "valid_targets_min": 814 }, { "epoch": 1.3616317530319735, "grad_norm": 0.6787259317223129, "learning_rate": 3.892338060776172e-05, "loss": 0.2036, "loss_nan_ranks": 0, "loss_rank_avg": 0.0964624434709549, "step": 2470, "valid_targets_mean": 1547.8, "valid_targets_min": 849 }, { "epoch": 1.3643880926130099, "grad_norm": 0.748917016671887, "learning_rate": 3.891446486538831e-05, "loss": 0.1997, "loss_nan_ranks": 0, "loss_rank_avg": 0.10137563198804855, "step": 2475, "valid_targets_mean": 1349.2, "valid_targets_min": 746 }, { "epoch": 1.3671444321940462, "grad_norm": 0.7247570704449319, "learning_rate": 3.890551338805651e-05, "loss": 0.2188, "loss_nan_ranks": 0, "loss_rank_avg": 0.09162464737892151, "step": 2480, "valid_targets_mean": 1415.6, "valid_targets_min": 929 }, { "epoch": 1.3699007717750826, "grad_norm": 0.731799059895408, "learning_rate": 3.8896526192678265e-05, "loss": 0.2075, "loss_nan_ranks": 0, "loss_rank_avg": 0.09941557049751282, "step": 2485, "valid_targets_mean": 1389.9, "valid_targets_min": 826 }, { "epoch": 1.372657111356119, "grad_norm": 0.7274715144402939, "learning_rate": 3.8887503296233034e-05, "loss": 0.1996, "loss_nan_ranks": 0, "loss_rank_avg": 0.09162037074565887, "step": 2490, "valid_targets_mean": 1378.1, "valid_targets_min": 908 }, { "epoch": 1.3754134509371554, "grad_norm": 0.690109544983653, "learning_rate": 3.8878444715767686e-05, "loss": 0.1991, "loss_nan_ranks": 0, "loss_rank_avg": 0.1137581318616867, "step": 2495, "valid_targets_mean": 1676.0, "valid_targets_min": 1090 }, { "epoch": 1.3781697905181918, "grad_norm": 0.7896862906404408, "learning_rate": 3.886935046839654e-05, "loss": 0.1918, "loss_nan_ranks": 0, "loss_rank_avg": 0.09316205978393555, "step": 2500, "valid_targets_mean": 1115.2, "valid_targets_min": 719 }, { "epoch": 1.3809261300992282, "grad_norm": 0.8504997157166785, "learning_rate": 3.886022057130129e-05, "loss": 0.2086, "loss_nan_ranks": 0, "loss_rank_avg": 0.10884758830070496, "step": 2505, "valid_targets_mean": 1533.0, "valid_targets_min": 609 }, { "epoch": 1.3836824696802645, "grad_norm": 0.7497043146670845, "learning_rate": 3.885105504173099e-05, "loss": 0.2029, "loss_nan_ranks": 0, "loss_rank_avg": 0.11243531107902527, "step": 2510, "valid_targets_mean": 1564.6, "valid_targets_min": 710 }, { "epoch": 1.386438809261301, "grad_norm": 0.6715401001809181, "learning_rate": 3.8841853897002e-05, "loss": 0.2125, "loss_nan_ranks": 0, "loss_rank_avg": 0.1002802774310112, "step": 2515, "valid_targets_mean": 1533.1, "valid_targets_min": 873 }, { "epoch": 1.3891951488423373, "grad_norm": 0.6652500622489002, "learning_rate": 3.8832617154497974e-05, "loss": 0.2031, "loss_nan_ranks": 0, "loss_rank_avg": 0.10130589455366135, "step": 2520, "valid_targets_mean": 1465.5, "valid_targets_min": 764 }, { "epoch": 1.3919514884233737, "grad_norm": 0.6793761321944495, "learning_rate": 3.882334483166983e-05, "loss": 0.2067, "loss_nan_ranks": 0, "loss_rank_avg": 0.08963647484779358, "step": 2525, "valid_targets_mean": 1249.2, "valid_targets_min": 815 }, { "epoch": 1.39470782800441, "grad_norm": 1.004313643262738, "learning_rate": 3.881403694603567e-05, "loss": 0.2121, "loss_nan_ranks": 0, "loss_rank_avg": 0.10261203348636627, "step": 2530, "valid_targets_mean": 1477.4, "valid_targets_min": 1179 }, { "epoch": 1.3974641675854464, "grad_norm": 0.5247292522599006, "learning_rate": 3.880469351518086e-05, "loss": 0.3036, "loss_nan_ranks": 0, "loss_rank_avg": 0.14284640550613403, "step": 2535, "valid_targets_mean": 4555.2, "valid_targets_min": 700 }, { "epoch": 1.4002205071664828, "grad_norm": 0.5667743900921924, "learning_rate": 3.8795314556757835e-05, "loss": 0.3277, "loss_nan_ranks": 0, "loss_rank_avg": 0.18902640044689178, "step": 2540, "valid_targets_mean": 5515.5, "valid_targets_min": 1004 }, { "epoch": 1.4029768467475192, "grad_norm": 0.46315243516155186, "learning_rate": 3.878590008848621e-05, "loss": 0.3143, "loss_nan_ranks": 0, "loss_rank_avg": 0.12766319513320923, "step": 2545, "valid_targets_mean": 4310.8, "valid_targets_min": 2049 }, { "epoch": 1.4057331863285556, "grad_norm": 0.5086101496882789, "learning_rate": 3.877645012815267e-05, "loss": 0.3138, "loss_nan_ranks": 0, "loss_rank_avg": 0.12383601069450378, "step": 2550, "valid_targets_mean": 3495.1, "valid_targets_min": 1559 }, { "epoch": 1.4084895259095922, "grad_norm": 0.5200050138200063, "learning_rate": 3.8766964693610945e-05, "loss": 0.3099, "loss_nan_ranks": 0, "loss_rank_avg": 0.19253048300743103, "step": 2555, "valid_targets_mean": 5011.6, "valid_targets_min": 1969 }, { "epoch": 1.4112458654906286, "grad_norm": 0.4605329678645425, "learning_rate": 3.875744380278181e-05, "loss": 0.3204, "loss_nan_ranks": 0, "loss_rank_avg": 0.15327517688274384, "step": 2560, "valid_targets_mean": 6144.0, "valid_targets_min": 1649 }, { "epoch": 1.414002205071665, "grad_norm": 0.42357493154224807, "learning_rate": 3.8747887473653004e-05, "loss": 0.3012, "loss_nan_ranks": 0, "loss_rank_avg": 0.16235151886940002, "step": 2565, "valid_targets_mean": 7660.9, "valid_targets_min": 2225 }, { "epoch": 1.4167585446527013, "grad_norm": 0.510522270867259, "learning_rate": 3.8738295724279226e-05, "loss": 0.3092, "loss_nan_ranks": 0, "loss_rank_avg": 0.10453785955905914, "step": 2570, "valid_targets_mean": 3117.5, "valid_targets_min": 466 }, { "epoch": 1.4195148842337377, "grad_norm": 0.5546393121261465, "learning_rate": 3.8728668572782103e-05, "loss": 0.3145, "loss_nan_ranks": 0, "loss_rank_avg": 0.17512211203575134, "step": 2575, "valid_targets_mean": 6088.8, "valid_targets_min": 1747 }, { "epoch": 1.422271223814774, "grad_norm": 0.5839502780630056, "learning_rate": 3.871900603735015e-05, "loss": 0.3151, "loss_nan_ranks": 0, "loss_rank_avg": 0.14682859182357788, "step": 2580, "valid_targets_mean": 4500.0, "valid_targets_min": 1697 }, { "epoch": 1.4250275633958105, "grad_norm": 0.5864374887853592, "learning_rate": 3.870930813623871e-05, "loss": 0.3117, "loss_nan_ranks": 0, "loss_rank_avg": 0.16442151367664337, "step": 2585, "valid_targets_mean": 3932.4, "valid_targets_min": 1221 }, { "epoch": 1.4277839029768469, "grad_norm": 0.47940524059941014, "learning_rate": 3.8699574887769953e-05, "loss": 0.3079, "loss_nan_ranks": 0, "loss_rank_avg": 0.1591748148202896, "step": 2590, "valid_targets_mean": 5551.0, "valid_targets_min": 1550 }, { "epoch": 1.4305402425578833, "grad_norm": 0.5217135834643721, "learning_rate": 3.8689806310332855e-05, "loss": 0.3136, "loss_nan_ranks": 0, "loss_rank_avg": 0.1708628535270691, "step": 2595, "valid_targets_mean": 4318.0, "valid_targets_min": 1546 }, { "epoch": 1.4332965821389196, "grad_norm": 0.5857354613565579, "learning_rate": 3.868000242238309e-05, "loss": 0.3065, "loss_nan_ranks": 0, "loss_rank_avg": 0.17321570217609406, "step": 2600, "valid_targets_mean": 4605.4, "valid_targets_min": 1956 }, { "epoch": 1.436052921719956, "grad_norm": 0.5359482144815007, "learning_rate": 3.867016324244308e-05, "loss": 0.3182, "loss_nan_ranks": 0, "loss_rank_avg": 0.12835712730884552, "step": 2605, "valid_targets_mean": 3389.5, "valid_targets_min": 1538 }, { "epoch": 1.4388092613009924, "grad_norm": 0.6211103306463823, "learning_rate": 3.8660288789101925e-05, "loss": 0.3172, "loss_nan_ranks": 0, "loss_rank_avg": 0.16628815233707428, "step": 2610, "valid_targets_mean": 3408.9, "valid_targets_min": 1639 }, { "epoch": 1.4415656008820288, "grad_norm": 0.6038331162343423, "learning_rate": 3.865037908101535e-05, "loss": 0.313, "loss_nan_ranks": 0, "loss_rank_avg": 0.15019799768924713, "step": 2615, "valid_targets_mean": 3183.5, "valid_targets_min": 935 }, { "epoch": 1.4443219404630652, "grad_norm": 0.5866829991038175, "learning_rate": 3.864043413690569e-05, "loss": 0.3235, "loss_nan_ranks": 0, "loss_rank_avg": 0.16500423848628998, "step": 2620, "valid_targets_mean": 3576.2, "valid_targets_min": 1266 }, { "epoch": 1.4470782800441016, "grad_norm": 0.6225661852848867, "learning_rate": 3.8630453975561856e-05, "loss": 0.3217, "loss_nan_ranks": 0, "loss_rank_avg": 0.12444554269313812, "step": 2625, "valid_targets_mean": 2092.0, "valid_targets_min": 1170 }, { "epoch": 1.449834619625138, "grad_norm": 0.5249607258607903, "learning_rate": 3.8620438615839286e-05, "loss": 0.3152, "loss_nan_ranks": 0, "loss_rank_avg": 0.14304453134536743, "step": 2630, "valid_targets_mean": 4129.1, "valid_targets_min": 1668 }, { "epoch": 1.4525909592061743, "grad_norm": 0.5832437110570117, "learning_rate": 3.8610388076659944e-05, "loss": 0.3168, "loss_nan_ranks": 0, "loss_rank_avg": 0.15339717268943787, "step": 2635, "valid_targets_mean": 3367.0, "valid_targets_min": 1329 }, { "epoch": 1.4553472987872107, "grad_norm": 0.6180816667354885, "learning_rate": 3.8600302377012226e-05, "loss": 0.3056, "loss_nan_ranks": 0, "loss_rank_avg": 0.18806253373622894, "step": 2640, "valid_targets_mean": 3943.2, "valid_targets_min": 2108 }, { "epoch": 1.458103638368247, "grad_norm": 0.5021729228587204, "learning_rate": 3.8590181535950966e-05, "loss": 0.2859, "loss_nan_ranks": 0, "loss_rank_avg": 0.12701448798179626, "step": 2645, "valid_targets_mean": 4311.9, "valid_targets_min": 2214 }, { "epoch": 1.4608599779492835, "grad_norm": 3.078676929508479, "learning_rate": 3.858002557259741e-05, "loss": 0.3128, "loss_nan_ranks": 0, "loss_rank_avg": 0.15151967108249664, "step": 2650, "valid_targets_mean": 3457.4, "valid_targets_min": 1561 }, { "epoch": 1.4636163175303198, "grad_norm": 0.7346797372641912, "learning_rate": 3.856983450613912e-05, "loss": 0.3116, "loss_nan_ranks": 0, "loss_rank_avg": 0.15501129627227783, "step": 2655, "valid_targets_mean": 3474.9, "valid_targets_min": 771 }, { "epoch": 1.4663726571113562, "grad_norm": 0.5190618013138691, "learning_rate": 3.855960835583003e-05, "loss": 0.3186, "loss_nan_ranks": 0, "loss_rank_avg": 0.14920921623706818, "step": 2660, "valid_targets_mean": 4008.4, "valid_targets_min": 1770 }, { "epoch": 1.4691289966923926, "grad_norm": 0.608435130838089, "learning_rate": 3.854934714099031e-05, "loss": 0.2972, "loss_nan_ranks": 0, "loss_rank_avg": 0.12759672105312347, "step": 2665, "valid_targets_mean": 2430.8, "valid_targets_min": 994 }, { "epoch": 1.471885336273429, "grad_norm": 0.5701099904818253, "learning_rate": 3.8539050881006404e-05, "loss": 0.2965, "loss_nan_ranks": 0, "loss_rank_avg": 0.14958828687667847, "step": 2670, "valid_targets_mean": 3961.1, "valid_targets_min": 1738 }, { "epoch": 1.4746416758544654, "grad_norm": 0.590643679793242, "learning_rate": 3.852871959533096e-05, "loss": 0.3132, "loss_nan_ranks": 0, "loss_rank_avg": 0.1502712070941925, "step": 2675, "valid_targets_mean": 3741.0, "valid_targets_min": 862 }, { "epoch": 1.4773980154355018, "grad_norm": 0.7155303436273717, "learning_rate": 3.8518353303482796e-05, "loss": 0.3039, "loss_nan_ranks": 0, "loss_rank_avg": 0.1428161859512329, "step": 2680, "valid_targets_mean": 3093.5, "valid_targets_min": 1408 }, { "epoch": 1.4801543550165381, "grad_norm": 0.5078335986518911, "learning_rate": 3.850795202504688e-05, "loss": 0.2921, "loss_nan_ranks": 0, "loss_rank_avg": 0.1329430341720581, "step": 2685, "valid_targets_mean": 4835.2, "valid_targets_min": 2110 }, { "epoch": 1.4829106945975745, "grad_norm": 0.5858496276010408, "learning_rate": 3.8497515779674254e-05, "loss": 0.31, "loss_nan_ranks": 0, "loss_rank_avg": 0.1456671953201294, "step": 2690, "valid_targets_mean": 3404.2, "valid_targets_min": 1317 }, { "epoch": 1.485667034178611, "grad_norm": 0.556786955640969, "learning_rate": 3.848704458708205e-05, "loss": 0.3074, "loss_nan_ranks": 0, "loss_rank_avg": 0.15538150072097778, "step": 2695, "valid_targets_mean": 4223.4, "valid_targets_min": 1863 }, { "epoch": 1.4884233737596473, "grad_norm": 0.5935414868515891, "learning_rate": 3.847653846705342e-05, "loss": 0.3, "loss_nan_ranks": 0, "loss_rank_avg": 0.17564596235752106, "step": 2700, "valid_targets_mean": 3774.9, "valid_targets_min": 2594 }, { "epoch": 1.4911797133406837, "grad_norm": 0.5620570404062514, "learning_rate": 3.846599743943749e-05, "loss": 0.3104, "loss_nan_ranks": 0, "loss_rank_avg": 0.13488194346427917, "step": 2705, "valid_targets_mean": 3062.8, "valid_targets_min": 1443 }, { "epoch": 1.49393605292172, "grad_norm": 0.5602319967064161, "learning_rate": 3.845542152414934e-05, "loss": 0.31, "loss_nan_ranks": 0, "loss_rank_avg": 0.14981862902641296, "step": 2710, "valid_targets_mean": 3855.1, "valid_targets_min": 1268 }, { "epoch": 1.4966923925027564, "grad_norm": 0.48894027716196065, "learning_rate": 3.844481074116998e-05, "loss": 0.3042, "loss_nan_ranks": 0, "loss_rank_avg": 0.15919747948646545, "step": 2715, "valid_targets_mean": 5580.1, "valid_targets_min": 2023 }, { "epoch": 1.4994487320837928, "grad_norm": 0.5620282113827801, "learning_rate": 3.8434165110546287e-05, "loss": 0.2961, "loss_nan_ranks": 0, "loss_rank_avg": 0.17603543400764465, "step": 2720, "valid_targets_mean": 4074.2, "valid_targets_min": 1922 }, { "epoch": 1.5022050716648292, "grad_norm": 0.5797605592364853, "learning_rate": 3.842348465239096e-05, "loss": 0.3048, "loss_nan_ranks": 0, "loss_rank_avg": 0.15549787878990173, "step": 2725, "valid_targets_mean": 3672.6, "valid_targets_min": 2089 }, { "epoch": 1.5049614112458656, "grad_norm": 0.6294390688131681, "learning_rate": 3.841276938688251e-05, "loss": 0.3072, "loss_nan_ranks": 0, "loss_rank_avg": 0.20381753146648407, "step": 2730, "valid_targets_mean": 4324.4, "valid_targets_min": 1363 }, { "epoch": 1.507717750826902, "grad_norm": 0.5955664930562039, "learning_rate": 3.8402019334265216e-05, "loss": 0.2976, "loss_nan_ranks": 0, "loss_rank_avg": 0.16087070107460022, "step": 2735, "valid_targets_mean": 3350.5, "valid_targets_min": 1087 }, { "epoch": 1.5104740904079383, "grad_norm": 0.6032150957578843, "learning_rate": 3.839123451484907e-05, "loss": 0.3077, "loss_nan_ranks": 0, "loss_rank_avg": 0.18486779928207397, "step": 2740, "valid_targets_mean": 4624.4, "valid_targets_min": 2476 }, { "epoch": 1.5132304299889747, "grad_norm": 0.5422235996563903, "learning_rate": 3.838041494900975e-05, "loss": 0.3014, "loss_nan_ranks": 0, "loss_rank_avg": 0.17244887351989746, "step": 2745, "valid_targets_mean": 4545.9, "valid_targets_min": 2311 }, { "epoch": 1.515986769570011, "grad_norm": 0.9041835503447105, "learning_rate": 3.836956065718859e-05, "loss": 0.2947, "loss_nan_ranks": 0, "loss_rank_avg": 0.14451348781585693, "step": 2750, "valid_targets_mean": 3913.2, "valid_targets_min": 2010 }, { "epoch": 1.5187431091510475, "grad_norm": 0.5845183952326188, "learning_rate": 3.8358671659892507e-05, "loss": 0.2885, "loss_nan_ranks": 0, "loss_rank_avg": 0.10664557665586472, "step": 2755, "valid_targets_mean": 2885.6, "valid_targets_min": 1294 }, { "epoch": 1.5214994487320839, "grad_norm": 0.623860843417031, "learning_rate": 3.8347747977694014e-05, "loss": 0.3103, "loss_nan_ranks": 0, "loss_rank_avg": 0.17998671531677246, "step": 2760, "valid_targets_mean": 3632.0, "valid_targets_min": 1697 }, { "epoch": 1.5242557883131203, "grad_norm": 0.6345712595670284, "learning_rate": 3.8336789631231136e-05, "loss": 0.2957, "loss_nan_ranks": 0, "loss_rank_avg": 0.12867692112922668, "step": 2765, "valid_targets_mean": 2715.8, "valid_targets_min": 1582 }, { "epoch": 1.5270121278941566, "grad_norm": 0.6446908014602838, "learning_rate": 3.832579664120741e-05, "loss": 0.3038, "loss_nan_ranks": 0, "loss_rank_avg": 0.172246053814888, "step": 2770, "valid_targets_mean": 3353.0, "valid_targets_min": 2403 }, { "epoch": 1.529768467475193, "grad_norm": 0.5698721508646416, "learning_rate": 3.83147690283918e-05, "loss": 0.3097, "loss_nan_ranks": 0, "loss_rank_avg": 0.16058051586151123, "step": 2775, "valid_targets_mean": 4056.6, "valid_targets_min": 2288 }, { "epoch": 1.5325248070562294, "grad_norm": 0.5527802210507292, "learning_rate": 3.830370681361869e-05, "loss": 0.3042, "loss_nan_ranks": 0, "loss_rank_avg": 0.19106632471084595, "step": 2780, "valid_targets_mean": 5186.2, "valid_targets_min": 2187 }, { "epoch": 1.5352811466372658, "grad_norm": 0.6081507903403066, "learning_rate": 3.829261001778785e-05, "loss": 0.2994, "loss_nan_ranks": 0, "loss_rank_avg": 0.19244495034217834, "step": 2785, "valid_targets_mean": 4289.0, "valid_targets_min": 2606 }, { "epoch": 1.5380374862183022, "grad_norm": 0.566606367644529, "learning_rate": 3.8281478661864365e-05, "loss": 0.3126, "loss_nan_ranks": 0, "loss_rank_avg": 0.21449314057826996, "step": 2790, "valid_targets_mean": 4530.1, "valid_targets_min": 2009 }, { "epoch": 1.5407938257993385, "grad_norm": 0.522494060993465, "learning_rate": 3.8270312766878624e-05, "loss": 0.2872, "loss_nan_ranks": 0, "loss_rank_avg": 0.12325183302164078, "step": 2795, "valid_targets_mean": 3603.1, "valid_targets_min": 1902 }, { "epoch": 1.543550165380375, "grad_norm": 0.5648684579804323, "learning_rate": 3.825911235392628e-05, "loss": 0.2872, "loss_nan_ranks": 0, "loss_rank_avg": 0.16402718424797058, "step": 2800, "valid_targets_mean": 3794.1, "valid_targets_min": 2261 }, { "epoch": 1.5463065049614113, "grad_norm": 0.5633462191610494, "learning_rate": 3.824787744416818e-05, "loss": 0.2874, "loss_nan_ranks": 0, "loss_rank_avg": 0.13553448021411896, "step": 2805, "valid_targets_mean": 4446.4, "valid_targets_min": 902 }, { "epoch": 1.5490628445424477, "grad_norm": 0.6109969660415735, "learning_rate": 3.823660805883036e-05, "loss": 0.2969, "loss_nan_ranks": 0, "loss_rank_avg": 0.16743594408035278, "step": 2810, "valid_targets_mean": 3782.0, "valid_targets_min": 1218 }, { "epoch": 1.551819184123484, "grad_norm": 0.657084098559412, "learning_rate": 3.822530421920399e-05, "loss": 0.3011, "loss_nan_ranks": 0, "loss_rank_avg": 0.14217126369476318, "step": 2815, "valid_targets_mean": 4039.6, "valid_targets_min": 1658 }, { "epoch": 1.5545755237045205, "grad_norm": 0.6072867313927341, "learning_rate": 3.8213965946645324e-05, "loss": 0.2976, "loss_nan_ranks": 0, "loss_rank_avg": 0.14695695042610168, "step": 2820, "valid_targets_mean": 3492.2, "valid_targets_min": 1421 }, { "epoch": 1.5573318632855568, "grad_norm": 0.5191114416270458, "learning_rate": 3.8202593262575674e-05, "loss": 0.2944, "loss_nan_ranks": 0, "loss_rank_avg": 0.11723275482654572, "step": 2825, "valid_targets_mean": 3909.8, "valid_targets_min": 2315 }, { "epoch": 1.5600882028665932, "grad_norm": 0.5552534282815287, "learning_rate": 3.819118618848137e-05, "loss": 0.3058, "loss_nan_ranks": 0, "loss_rank_avg": 0.1425410807132721, "step": 2830, "valid_targets_mean": 3644.5, "valid_targets_min": 1187 }, { "epoch": 1.5628445424476296, "grad_norm": 0.5403691531553851, "learning_rate": 3.8179744745913724e-05, "loss": 0.3035, "loss_nan_ranks": 0, "loss_rank_avg": 0.1270756721496582, "step": 2835, "valid_targets_mean": 3410.8, "valid_targets_min": 616 }, { "epoch": 1.565600882028666, "grad_norm": 0.6666354832350139, "learning_rate": 3.816826895648895e-05, "loss": 0.2994, "loss_nan_ranks": 0, "loss_rank_avg": 0.13888883590698242, "step": 2840, "valid_targets_mean": 2662.8, "valid_targets_min": 1363 }, { "epoch": 1.5683572216097024, "grad_norm": 0.606852599372683, "learning_rate": 3.815675884188818e-05, "loss": 0.2894, "loss_nan_ranks": 0, "loss_rank_avg": 0.15082953870296478, "step": 2845, "valid_targets_mean": 3497.0, "valid_targets_min": 1393 }, { "epoch": 1.5711135611907387, "grad_norm": 0.5056916427936858, "learning_rate": 3.81452144238574e-05, "loss": 0.2839, "loss_nan_ranks": 0, "loss_rank_avg": 0.14923208951950073, "step": 2850, "valid_targets_mean": 4659.9, "valid_targets_min": 1414 }, { "epoch": 1.5738699007717751, "grad_norm": 0.5646552602958356, "learning_rate": 3.813363572420738e-05, "loss": 0.2912, "loss_nan_ranks": 0, "loss_rank_avg": 0.1571073830127716, "step": 2855, "valid_targets_mean": 3795.8, "valid_targets_min": 620 }, { "epoch": 1.5766262403528115, "grad_norm": 0.5605125067315445, "learning_rate": 3.8122022764813674e-05, "loss": 0.2814, "loss_nan_ranks": 0, "loss_rank_avg": 0.11232224106788635, "step": 2860, "valid_targets_mean": 3543.5, "valid_targets_min": 1286 }, { "epoch": 1.579382579933848, "grad_norm": 0.6550439415233656, "learning_rate": 3.811037556761656e-05, "loss": 0.2826, "loss_nan_ranks": 0, "loss_rank_avg": 0.11929789185523987, "step": 2865, "valid_targets_mean": 2120.8, "valid_targets_min": 641 }, { "epoch": 1.5821389195148843, "grad_norm": 0.6844143734025898, "learning_rate": 3.8098694154621004e-05, "loss": 0.284, "loss_nan_ranks": 0, "loss_rank_avg": 0.15691444277763367, "step": 2870, "valid_targets_mean": 3445.9, "valid_targets_min": 2096 }, { "epoch": 1.5848952590959207, "grad_norm": 0.595604531880007, "learning_rate": 3.808697854789661e-05, "loss": 0.2961, "loss_nan_ranks": 0, "loss_rank_avg": 0.20834125578403473, "step": 2875, "valid_targets_mean": 4586.4, "valid_targets_min": 2783 }, { "epoch": 1.587651598676957, "grad_norm": 0.6168088037025864, "learning_rate": 3.8075228769577586e-05, "loss": 0.3092, "loss_nan_ranks": 0, "loss_rank_avg": 0.1272270679473877, "step": 2880, "valid_targets_mean": 3270.9, "valid_targets_min": 1502 }, { "epoch": 1.5904079382579934, "grad_norm": 0.7017273082496397, "learning_rate": 3.806344484186271e-05, "loss": 0.2926, "loss_nan_ranks": 0, "loss_rank_avg": 0.1860450655221939, "step": 2885, "valid_targets_mean": 3216.4, "valid_targets_min": 986 }, { "epoch": 1.5931642778390298, "grad_norm": 0.5394010521497201, "learning_rate": 3.805162678701526e-05, "loss": 0.2935, "loss_nan_ranks": 0, "loss_rank_avg": 0.1287517100572586, "step": 2890, "valid_targets_mean": 3652.0, "valid_targets_min": 1605 }, { "epoch": 1.5959206174200662, "grad_norm": 0.5385163530091687, "learning_rate": 3.8039774627363e-05, "loss": 0.2882, "loss_nan_ranks": 0, "loss_rank_avg": 0.15816931426525116, "step": 2895, "valid_targets_mean": 4645.4, "valid_targets_min": 1697 }, { "epoch": 1.5986769570011026, "grad_norm": 0.4492595948700624, "learning_rate": 3.802788838529813e-05, "loss": 0.2827, "loss_nan_ranks": 0, "loss_rank_avg": 0.12778984010219574, "step": 2900, "valid_targets_mean": 5431.8, "valid_targets_min": 1762 }, { "epoch": 1.601433296582139, "grad_norm": 0.4815474856472237, "learning_rate": 3.801596808327724e-05, "loss": 0.2939, "loss_nan_ranks": 0, "loss_rank_avg": 0.13336020708084106, "step": 2905, "valid_targets_mean": 4498.6, "valid_targets_min": 2379 }, { "epoch": 1.6041896361631753, "grad_norm": 0.7001336256097759, "learning_rate": 3.800401374382127e-05, "loss": 0.2816, "loss_nan_ranks": 0, "loss_rank_avg": 0.12304878234863281, "step": 2910, "valid_targets_mean": 2672.5, "valid_targets_min": 1531 }, { "epoch": 1.6069459757442117, "grad_norm": 0.5288121019734653, "learning_rate": 3.799202538951546e-05, "loss": 0.2925, "loss_nan_ranks": 0, "loss_rank_avg": 0.10649672150611877, "step": 2915, "valid_targets_mean": 3118.6, "valid_targets_min": 1471 }, { "epoch": 1.609702315325248, "grad_norm": 0.6207995285704719, "learning_rate": 3.798000304300932e-05, "loss": 0.2885, "loss_nan_ranks": 0, "loss_rank_avg": 0.15830457210540771, "step": 2920, "valid_targets_mean": 3860.9, "valid_targets_min": 1697 }, { "epoch": 1.6124586549062845, "grad_norm": 0.587505709706613, "learning_rate": 3.796794672701658e-05, "loss": 0.2978, "loss_nan_ranks": 0, "loss_rank_avg": 0.13932064175605774, "step": 2925, "valid_targets_mean": 3230.8, "valid_targets_min": 1667 }, { "epoch": 1.6152149944873209, "grad_norm": 0.6046989769645399, "learning_rate": 3.795585646431516e-05, "loss": 0.3022, "loss_nan_ranks": 0, "loss_rank_avg": 0.14174184203147888, "step": 2930, "valid_targets_mean": 3201.0, "valid_targets_min": 1316 }, { "epoch": 1.6179713340683572, "grad_norm": 0.7223830328238721, "learning_rate": 3.794373227774708e-05, "loss": 0.2993, "loss_nan_ranks": 0, "loss_rank_avg": 0.17771393060684204, "step": 2935, "valid_targets_mean": 2652.2, "valid_targets_min": 1001 }, { "epoch": 1.6207276736493936, "grad_norm": 0.6666729704255393, "learning_rate": 3.7931574190218504e-05, "loss": 0.3151, "loss_nan_ranks": 0, "loss_rank_avg": 0.11714617908000946, "step": 2940, "valid_targets_mean": 2528.5, "valid_targets_min": 843 }, { "epoch": 1.62348401323043, "grad_norm": 0.5228552011176496, "learning_rate": 3.791938222469959e-05, "loss": 0.2863, "loss_nan_ranks": 0, "loss_rank_avg": 0.15076830983161926, "step": 2945, "valid_targets_mean": 4447.8, "valid_targets_min": 2600 }, { "epoch": 1.6262403528114664, "grad_norm": 0.5669941521212518, "learning_rate": 3.790715640422455e-05, "loss": 0.3062, "loss_nan_ranks": 0, "loss_rank_avg": 0.13325557112693787, "step": 2950, "valid_targets_mean": 3453.4, "valid_targets_min": 1241 }, { "epoch": 1.6289966923925028, "grad_norm": 0.625004814774253, "learning_rate": 3.789489675189152e-05, "loss": 0.3099, "loss_nan_ranks": 0, "loss_rank_avg": 0.19623157382011414, "step": 2955, "valid_targets_mean": 3746.0, "valid_targets_min": 990 }, { "epoch": 1.6317530319735392, "grad_norm": 0.5951102262431854, "learning_rate": 3.788260329086258e-05, "loss": 0.2915, "loss_nan_ranks": 0, "loss_rank_avg": 0.1430695652961731, "step": 2960, "valid_targets_mean": 3809.4, "valid_targets_min": 1131 }, { "epoch": 1.6345093715545755, "grad_norm": 0.6248059904749236, "learning_rate": 3.787027604436367e-05, "loss": 0.2956, "loss_nan_ranks": 0, "loss_rank_avg": 0.17055535316467285, "step": 2965, "valid_targets_mean": 4040.2, "valid_targets_min": 2248 }, { "epoch": 1.637265711135612, "grad_norm": 0.5548686553471324, "learning_rate": 3.785791503568457e-05, "loss": 0.2985, "loss_nan_ranks": 0, "loss_rank_avg": 0.1215679869055748, "step": 2970, "valid_targets_mean": 3809.2, "valid_targets_min": 1909 }, { "epoch": 1.6400220507166483, "grad_norm": 0.5726640929081117, "learning_rate": 3.784552028817884e-05, "loss": 0.3028, "loss_nan_ranks": 0, "loss_rank_avg": 0.1445842832326889, "step": 2975, "valid_targets_mean": 3358.8, "valid_targets_min": 2760 }, { "epoch": 1.6427783902976847, "grad_norm": 0.7060860053285646, "learning_rate": 3.7833091825263785e-05, "loss": 0.3009, "loss_nan_ranks": 0, "loss_rank_avg": 0.1519981324672699, "step": 2980, "valid_targets_mean": 2591.8, "valid_targets_min": 616 }, { "epoch": 1.645534729878721, "grad_norm": 0.5218260611217675, "learning_rate": 3.7820629670420406e-05, "loss": 0.2768, "loss_nan_ranks": 0, "loss_rank_avg": 0.13153928518295288, "step": 2985, "valid_targets_mean": 3763.9, "valid_targets_min": 3138 }, { "epoch": 1.6482910694597575, "grad_norm": 0.591571822423482, "learning_rate": 3.780813384719336e-05, "loss": 0.2837, "loss_nan_ranks": 0, "loss_rank_avg": 0.14383168518543243, "step": 2990, "valid_targets_mean": 3772.1, "valid_targets_min": 1843 }, { "epoch": 1.6510474090407938, "grad_norm": 0.5301815939034309, "learning_rate": 3.779560437919091e-05, "loss": 0.2904, "loss_nan_ranks": 0, "loss_rank_avg": 0.13876739144325256, "step": 2995, "valid_targets_mean": 3888.1, "valid_targets_min": 2322 }, { "epoch": 1.6538037486218302, "grad_norm": 0.6729632529074006, "learning_rate": 3.7783041290084904e-05, "loss": 0.2935, "loss_nan_ranks": 0, "loss_rank_avg": 0.14491796493530273, "step": 3000, "valid_targets_mean": 2851.5, "valid_targets_min": 1064 }, { "epoch": 1.6565600882028666, "grad_norm": 0.5136645857633937, "learning_rate": 3.777044460361067e-05, "loss": 0.2831, "loss_nan_ranks": 0, "loss_rank_avg": 0.1273820698261261, "step": 3005, "valid_targets_mean": 3490.5, "valid_targets_min": 1710 }, { "epoch": 1.659316427783903, "grad_norm": 0.6519671522369229, "learning_rate": 3.775781434356705e-05, "loss": 0.2989, "loss_nan_ranks": 0, "loss_rank_avg": 0.14385581016540527, "step": 3010, "valid_targets_mean": 3912.6, "valid_targets_min": 981 }, { "epoch": 1.6620727673649394, "grad_norm": 0.5857565186716999, "learning_rate": 3.77451505338163e-05, "loss": 0.2851, "loss_nan_ranks": 0, "loss_rank_avg": 0.1561882495880127, "step": 3015, "valid_targets_mean": 4673.2, "valid_targets_min": 3322 }, { "epoch": 1.6648291069459757, "grad_norm": 0.6986766713134465, "learning_rate": 3.773245319828405e-05, "loss": 0.2948, "loss_nan_ranks": 0, "loss_rank_avg": 0.15250897407531738, "step": 3020, "valid_targets_mean": 3132.5, "valid_targets_min": 1350 }, { "epoch": 1.6675854465270121, "grad_norm": 0.5343705069259208, "learning_rate": 3.771972236095929e-05, "loss": 0.2856, "loss_nan_ranks": 0, "loss_rank_avg": 0.1229620948433876, "step": 3025, "valid_targets_mean": 3979.8, "valid_targets_min": 2268 }, { "epoch": 1.6703417861080485, "grad_norm": 0.9774810647078945, "learning_rate": 3.77069580458943e-05, "loss": 0.2786, "loss_nan_ranks": 0, "loss_rank_avg": 0.1208256408572197, "step": 3030, "valid_targets_mean": 3196.8, "valid_targets_min": 2098 }, { "epoch": 1.673098125689085, "grad_norm": 0.5416977052248985, "learning_rate": 3.76941602772046e-05, "loss": 0.2707, "loss_nan_ranks": 0, "loss_rank_avg": 0.12059114128351212, "step": 3035, "valid_targets_mean": 3781.6, "valid_targets_min": 1686 }, { "epoch": 1.6758544652701213, "grad_norm": 0.5805730473297891, "learning_rate": 3.768132907906893e-05, "loss": 0.2794, "loss_nan_ranks": 0, "loss_rank_avg": 0.15451817214488983, "step": 3040, "valid_targets_mean": 3496.2, "valid_targets_min": 2243 }, { "epoch": 1.6786108048511577, "grad_norm": 0.5631485136939947, "learning_rate": 3.766846447572916e-05, "loss": 0.2817, "loss_nan_ranks": 0, "loss_rank_avg": 0.13542982935905457, "step": 3045, "valid_targets_mean": 3654.4, "valid_targets_min": 903 }, { "epoch": 1.681367144432194, "grad_norm": 0.5484598473739655, "learning_rate": 3.765556649149031e-05, "loss": 0.2768, "loss_nan_ranks": 0, "loss_rank_avg": 0.17363861203193665, "step": 3050, "valid_targets_mean": 4804.6, "valid_targets_min": 1866 }, { "epoch": 1.6841234840132304, "grad_norm": 0.5667094829557431, "learning_rate": 3.7642635150720426e-05, "loss": 0.2731, "loss_nan_ranks": 0, "loss_rank_avg": 0.14888909459114075, "step": 3055, "valid_targets_mean": 3809.4, "valid_targets_min": 872 }, { "epoch": 1.6868798235942668, "grad_norm": 0.6406593299871054, "learning_rate": 3.7629670477850616e-05, "loss": 0.279, "loss_nan_ranks": 0, "loss_rank_avg": 0.12725286185741425, "step": 3060, "valid_targets_mean": 3245.6, "valid_targets_min": 1694 }, { "epoch": 1.6896361631753032, "grad_norm": 0.7416120728805293, "learning_rate": 3.761667249737491e-05, "loss": 0.2795, "loss_nan_ranks": 0, "loss_rank_avg": 0.1141820102930069, "step": 3065, "valid_targets_mean": 2389.2, "valid_targets_min": 897 }, { "epoch": 1.6923925027563396, "grad_norm": 0.6041151503981338, "learning_rate": 3.760364123385033e-05, "loss": 0.2996, "loss_nan_ranks": 0, "loss_rank_avg": 0.13265225291252136, "step": 3070, "valid_targets_mean": 3098.4, "valid_targets_min": 1695 }, { "epoch": 1.695148842337376, "grad_norm": 0.6341655522886623, "learning_rate": 3.759057671189673e-05, "loss": 0.2858, "loss_nan_ranks": 0, "loss_rank_avg": 0.13373008370399475, "step": 3075, "valid_targets_mean": 3205.5, "valid_targets_min": 1710 }, { "epoch": 1.6979051819184123, "grad_norm": 0.5823320768439156, "learning_rate": 3.757747895619681e-05, "loss": 0.2819, "loss_nan_ranks": 0, "loss_rank_avg": 0.1254759281873703, "step": 3080, "valid_targets_mean": 3492.4, "valid_targets_min": 992 }, { "epoch": 1.7006615214994487, "grad_norm": 0.552434665249138, "learning_rate": 3.756434799149607e-05, "loss": 0.2749, "loss_nan_ranks": 0, "loss_rank_avg": 0.14672215282917023, "step": 3085, "valid_targets_mean": 4175.6, "valid_targets_min": 1673 }, { "epoch": 1.703417861080485, "grad_norm": 0.5369246874987358, "learning_rate": 3.7551183842602735e-05, "loss": 0.2807, "loss_nan_ranks": 0, "loss_rank_avg": 0.12637808918952942, "step": 3090, "valid_targets_mean": 3773.9, "valid_targets_min": 2251 }, { "epoch": 1.7061742006615215, "grad_norm": 0.5528521135533061, "learning_rate": 3.7537986534387754e-05, "loss": 0.2883, "loss_nan_ranks": 0, "loss_rank_avg": 0.1411515772342682, "step": 3095, "valid_targets_mean": 4170.9, "valid_targets_min": 2888 }, { "epoch": 1.7089305402425579, "grad_norm": 0.5280204727761292, "learning_rate": 3.752475609178468e-05, "loss": 0.2886, "loss_nan_ranks": 0, "loss_rank_avg": 0.14853471517562866, "step": 3100, "valid_targets_mean": 4478.4, "valid_targets_min": 2960 }, { "epoch": 1.7116868798235942, "grad_norm": 0.5458158687112293, "learning_rate": 3.75114925397897e-05, "loss": 0.2832, "loss_nan_ranks": 0, "loss_rank_avg": 0.11362916231155396, "step": 3105, "valid_targets_mean": 3730.8, "valid_targets_min": 1815 }, { "epoch": 1.7144432194046306, "grad_norm": 0.5258489467697137, "learning_rate": 3.7498195903461556e-05, "loss": 0.2854, "loss_nan_ranks": 0, "loss_rank_avg": 0.16439346969127655, "step": 3110, "valid_targets_mean": 4718.6, "valid_targets_min": 1725 }, { "epoch": 1.717199558985667, "grad_norm": 0.5163088890763808, "learning_rate": 3.748486620792147e-05, "loss": 0.2795, "loss_nan_ranks": 0, "loss_rank_avg": 0.12315109372138977, "step": 3115, "valid_targets_mean": 3794.4, "valid_targets_min": 1951 }, { "epoch": 1.7199558985667034, "grad_norm": 0.5339145759980849, "learning_rate": 3.747150347835314e-05, "loss": 0.2248, "loss_nan_ranks": 0, "loss_rank_avg": 0.09877531230449677, "step": 3120, "valid_targets_mean": 2261.1, "valid_targets_min": 331 }, { "epoch": 1.7227122381477398, "grad_norm": 0.3881075348581907, "learning_rate": 3.7458107740002676e-05, "loss": 0.1335, "loss_nan_ranks": 0, "loss_rank_avg": 0.06161794438958168, "step": 3125, "valid_targets_mean": 3604.4, "valid_targets_min": 708 }, { "epoch": 1.7254685777287762, "grad_norm": 0.4750440862339531, "learning_rate": 3.744467901817854e-05, "loss": 0.1166, "loss_nan_ranks": 0, "loss_rank_avg": 0.06372582167387009, "step": 3130, "valid_targets_mean": 2933.4, "valid_targets_min": 729 }, { "epoch": 1.7282249173098125, "grad_norm": 0.44702826431290754, "learning_rate": 3.743121733825152e-05, "loss": 0.1201, "loss_nan_ranks": 0, "loss_rank_avg": 0.09848805516958237, "step": 3135, "valid_targets_mean": 2718.9, "valid_targets_min": 921 }, { "epoch": 1.730981256890849, "grad_norm": 0.42997582888385405, "learning_rate": 3.741772272565468e-05, "loss": 0.1085, "loss_nan_ranks": 0, "loss_rank_avg": 0.04737251624464989, "step": 3140, "valid_targets_mean": 2827.9, "valid_targets_min": 813 }, { "epoch": 1.7337375964718853, "grad_norm": 0.44026972963129035, "learning_rate": 3.7404195205883274e-05, "loss": 0.1197, "loss_nan_ranks": 0, "loss_rank_avg": 0.061276860535144806, "step": 3145, "valid_targets_mean": 2900.5, "valid_targets_min": 854 }, { "epoch": 1.7364939360529217, "grad_norm": 0.7702107663014082, "learning_rate": 3.7390634804494757e-05, "loss": 0.1676, "loss_nan_ranks": 0, "loss_rank_avg": 0.06564486026763916, "step": 3150, "valid_targets_mean": 1034.4, "valid_targets_min": 536 }, { "epoch": 1.739250275633958, "grad_norm": 0.39887241364165865, "learning_rate": 3.737704154710868e-05, "loss": 0.1297, "loss_nan_ranks": 0, "loss_rank_avg": 0.05171442776918411, "step": 3155, "valid_targets_mean": 2992.8, "valid_targets_min": 915 }, { "epoch": 1.7420066152149944, "grad_norm": 0.39795106750423354, "learning_rate": 3.73634154594067e-05, "loss": 0.1253, "loss_nan_ranks": 0, "loss_rank_avg": 0.06273576617240906, "step": 3160, "valid_targets_mean": 3356.0, "valid_targets_min": 2281 }, { "epoch": 1.7447629547960308, "grad_norm": 0.34445866777428863, "learning_rate": 3.734975656713248e-05, "loss": 0.1593, "loss_nan_ranks": 0, "loss_rank_avg": 0.042710188776254654, "step": 3165, "valid_targets_mean": 3776.1, "valid_targets_min": 958 }, { "epoch": 1.7475192943770672, "grad_norm": 0.490519632867232, "learning_rate": 3.733606489609166e-05, "loss": 0.0971, "loss_nan_ranks": 0, "loss_rank_avg": 0.06546507775783539, "step": 3170, "valid_targets_mean": 4237.5, "valid_targets_min": 2082 }, { "epoch": 1.7502756339581036, "grad_norm": 0.35789985839512845, "learning_rate": 3.732234047215181e-05, "loss": 0.111, "loss_nan_ranks": 0, "loss_rank_avg": 0.05938592553138733, "step": 3175, "valid_targets_mean": 4378.9, "valid_targets_min": 3337 }, { "epoch": 1.75303197353914, "grad_norm": 0.33816283071650105, "learning_rate": 3.730858332124239e-05, "loss": 0.11, "loss_nan_ranks": 0, "loss_rank_avg": 0.05424990504980087, "step": 3180, "valid_targets_mean": 3934.4, "valid_targets_min": 515 }, { "epoch": 1.7557883131201764, "grad_norm": 0.5512988372682727, "learning_rate": 3.729479346935468e-05, "loss": 0.1634, "loss_nan_ranks": 0, "loss_rank_avg": 0.06325031816959381, "step": 3185, "valid_targets_mean": 1878.6, "valid_targets_min": 546 }, { "epoch": 1.7585446527012127, "grad_norm": 0.37186111019494583, "learning_rate": 3.728097094254174e-05, "loss": 0.1043, "loss_nan_ranks": 0, "loss_rank_avg": 0.04918120056390762, "step": 3190, "valid_targets_mean": 3432.2, "valid_targets_min": 2715 }, { "epoch": 1.7613009922822491, "grad_norm": 0.4770183244929656, "learning_rate": 3.726711576691838e-05, "loss": 0.1196, "loss_nan_ranks": 0, "loss_rank_avg": 0.047410741448402405, "step": 3195, "valid_targets_mean": 1612.8, "valid_targets_min": 515 }, { "epoch": 1.7640573318632855, "grad_norm": 0.3719765186234999, "learning_rate": 3.725322796866106e-05, "loss": 0.1025, "loss_nan_ranks": 0, "loss_rank_avg": 0.031192610040307045, "step": 3200, "valid_targets_mean": 3322.8, "valid_targets_min": 840 }, { "epoch": 1.7668136714443219, "grad_norm": 0.44077928239574515, "learning_rate": 3.7239307574007916e-05, "loss": 0.1161, "loss_nan_ranks": 0, "loss_rank_avg": 0.057165950536727905, "step": 3205, "valid_targets_mean": 2764.0, "valid_targets_min": 574 }, { "epoch": 1.7695700110253583, "grad_norm": 0.4912760105644369, "learning_rate": 3.722535460925864e-05, "loss": 0.1214, "loss_nan_ranks": 0, "loss_rank_avg": 0.06553533673286438, "step": 3210, "valid_targets_mean": 2077.9, "valid_targets_min": 847 }, { "epoch": 1.7723263506063947, "grad_norm": 0.42572462655376986, "learning_rate": 3.721136910077446e-05, "loss": 0.1293, "loss_nan_ranks": 0, "loss_rank_avg": 0.07079510390758514, "step": 3215, "valid_targets_mean": 2857.1, "valid_targets_min": 770 }, { "epoch": 1.775082690187431, "grad_norm": 0.4020851260492457, "learning_rate": 3.71973510749781e-05, "loss": 0.1268, "loss_nan_ranks": 0, "loss_rank_avg": 0.05171942338347435, "step": 3220, "valid_targets_mean": 1736.5, "valid_targets_min": 611 }, { "epoch": 1.7778390297684674, "grad_norm": 0.5419630267999331, "learning_rate": 3.7183300558353704e-05, "loss": 0.1732, "loss_nan_ranks": 0, "loss_rank_avg": 0.1274569034576416, "step": 3225, "valid_targets_mean": 3779.8, "valid_targets_min": 2812 }, { "epoch": 1.7805953693495038, "grad_norm": 0.3228801699540472, "learning_rate": 3.716921757744682e-05, "loss": 0.1073, "loss_nan_ranks": 0, "loss_rank_avg": 0.045997750014066696, "step": 3230, "valid_targets_mean": 4061.4, "valid_targets_min": 3722 }, { "epoch": 1.7833517089305402, "grad_norm": 0.47299990957316146, "learning_rate": 3.715510215886431e-05, "loss": 0.1174, "loss_nan_ranks": 0, "loss_rank_avg": 0.05145843327045441, "step": 3235, "valid_targets_mean": 1199.0, "valid_targets_min": 711 }, { "epoch": 1.7861080485115766, "grad_norm": 0.37754071925959404, "learning_rate": 3.714095432927433e-05, "loss": 0.1562, "loss_nan_ranks": 0, "loss_rank_avg": 0.05151469260454178, "step": 3240, "valid_targets_mean": 3407.8, "valid_targets_min": 1803 }, { "epoch": 1.788864388092613, "grad_norm": 0.3632759567176424, "learning_rate": 3.712677411540627e-05, "loss": 0.1374, "loss_nan_ranks": 0, "loss_rank_avg": 0.057262301445007324, "step": 3245, "valid_targets_mean": 3789.4, "valid_targets_min": 3167 }, { "epoch": 1.7916207276736493, "grad_norm": 0.7326147673126931, "learning_rate": 3.711256154405071e-05, "loss": 0.1513, "loss_nan_ranks": 0, "loss_rank_avg": 0.1422143280506134, "step": 3250, "valid_targets_mean": 1682.0, "valid_targets_min": 915 }, { "epoch": 1.7943770672546857, "grad_norm": 0.4298218846828181, "learning_rate": 3.709831664205935e-05, "loss": 0.305, "loss_nan_ranks": 0, "loss_rank_avg": 0.06525042653083801, "step": 3255, "valid_targets_mean": 3663.0, "valid_targets_min": 2876 }, { "epoch": 1.797133406835722, "grad_norm": 0.42473767748790403, "learning_rate": 3.708403943634499e-05, "loss": 0.1302, "loss_nan_ranks": 0, "loss_rank_avg": 0.05557072162628174, "step": 3260, "valid_targets_mean": 3140.6, "valid_targets_min": 828 }, { "epoch": 1.7998897464167585, "grad_norm": 0.5263055896576978, "learning_rate": 3.706972995388143e-05, "loss": 0.1279, "loss_nan_ranks": 0, "loss_rank_avg": 0.1038624495267868, "step": 3265, "valid_targets_mean": 3329.5, "valid_targets_min": 1794 }, { "epoch": 1.8026460859977949, "grad_norm": 0.4512062244849988, "learning_rate": 3.705538822170348e-05, "loss": 0.2226, "loss_nan_ranks": 0, "loss_rank_avg": 0.06986123323440552, "step": 3270, "valid_targets_mean": 3535.5, "valid_targets_min": 2771 }, { "epoch": 1.8054024255788312, "grad_norm": 0.27598586360807054, "learning_rate": 3.704101426690686e-05, "loss": 0.0937, "loss_nan_ranks": 0, "loss_rank_avg": 0.04326866567134857, "step": 3275, "valid_targets_mean": 4594.6, "valid_targets_min": 2655 }, { "epoch": 1.8081587651598676, "grad_norm": 0.33184094413933124, "learning_rate": 3.702660811664819e-05, "loss": 0.1257, "loss_nan_ranks": 0, "loss_rank_avg": 0.02866976521909237, "step": 3280, "valid_targets_mean": 2743.9, "valid_targets_min": 557 }, { "epoch": 1.810915104740904, "grad_norm": 0.38266588457867284, "learning_rate": 3.70121697981449e-05, "loss": 0.1243, "loss_nan_ranks": 0, "loss_rank_avg": 0.06082747131586075, "step": 3285, "valid_targets_mean": 4249.6, "valid_targets_min": 1606 }, { "epoch": 1.8136714443219404, "grad_norm": 0.37425380062750546, "learning_rate": 3.6997699338675184e-05, "loss": 0.108, "loss_nan_ranks": 0, "loss_rank_avg": 0.048022154718637466, "step": 3290, "valid_targets_mean": 3570.9, "valid_targets_min": 2163 }, { "epoch": 1.8164277839029768, "grad_norm": 0.4052441520761462, "learning_rate": 3.698319676557799e-05, "loss": 0.107, "loss_nan_ranks": 0, "loss_rank_avg": 0.0578053817152977, "step": 3295, "valid_targets_mean": 3057.5, "valid_targets_min": 533 }, { "epoch": 1.8191841234840131, "grad_norm": 0.4781912022159935, "learning_rate": 3.696866210625291e-05, "loss": 0.1083, "loss_nan_ranks": 0, "loss_rank_avg": 0.05583494156599045, "step": 3300, "valid_targets_mean": 3622.0, "valid_targets_min": 2249 }, { "epoch": 1.8219404630650495, "grad_norm": 0.3623886934987538, "learning_rate": 3.695409538816018e-05, "loss": 0.1032, "loss_nan_ranks": 0, "loss_rank_avg": 0.04643484205007553, "step": 3305, "valid_targets_mean": 2801.5, "valid_targets_min": 817 }, { "epoch": 1.824696802646086, "grad_norm": 0.582785571023652, "learning_rate": 3.693949663882058e-05, "loss": 0.1577, "loss_nan_ranks": 0, "loss_rank_avg": 0.1477086842060089, "step": 3310, "valid_targets_mean": 2015.1, "valid_targets_min": 859 }, { "epoch": 1.8274531422271223, "grad_norm": 0.35947197437297973, "learning_rate": 3.692486588581543e-05, "loss": 0.1032, "loss_nan_ranks": 0, "loss_rank_avg": 0.05858401954174042, "step": 3315, "valid_targets_mean": 3601.5, "valid_targets_min": 2709 }, { "epoch": 1.8302094818081587, "grad_norm": 0.6804209198056856, "learning_rate": 3.6910203156786496e-05, "loss": 0.1021, "loss_nan_ranks": 0, "loss_rank_avg": 0.07768724113702774, "step": 3320, "valid_targets_mean": 1605.5, "valid_targets_min": 781 }, { "epoch": 1.832965821389195, "grad_norm": 0.3341185199076039, "learning_rate": 3.6895508479435964e-05, "loss": 0.0984, "loss_nan_ranks": 0, "loss_rank_avg": 0.042303942143917084, "step": 3325, "valid_targets_mean": 3703.2, "valid_targets_min": 2343 }, { "epoch": 1.8357221609702314, "grad_norm": 0.40469774965758526, "learning_rate": 3.688078188152639e-05, "loss": 0.1002, "loss_nan_ranks": 0, "loss_rank_avg": 0.04548351839184761, "step": 3330, "valid_targets_mean": 1990.2, "valid_targets_min": 545 }, { "epoch": 1.8384785005512678, "grad_norm": 0.3656525932930328, "learning_rate": 3.6866023390880605e-05, "loss": 0.1604, "loss_nan_ranks": 0, "loss_rank_avg": 0.05424724891781807, "step": 3335, "valid_targets_mean": 3322.1, "valid_targets_min": 904 }, { "epoch": 1.8412348401323042, "grad_norm": 0.36669007682614035, "learning_rate": 3.6851233035381746e-05, "loss": 0.133, "loss_nan_ranks": 0, "loss_rank_avg": 0.09258392453193665, "step": 3340, "valid_targets_mean": 3514.5, "valid_targets_min": 2184 }, { "epoch": 1.8439911797133406, "grad_norm": 0.3304897596974123, "learning_rate": 3.683641084297309e-05, "loss": 0.1244, "loss_nan_ranks": 0, "loss_rank_avg": 0.03585117310285568, "step": 3345, "valid_targets_mean": 1680.6, "valid_targets_min": 595 }, { "epoch": 1.846747519294377, "grad_norm": 0.9384493604738458, "learning_rate": 3.6821556841658116e-05, "loss": 0.1433, "loss_nan_ranks": 0, "loss_rank_avg": 0.1252661496400833, "step": 3350, "valid_targets_mean": 1323.4, "valid_targets_min": 575 }, { "epoch": 1.8495038588754134, "grad_norm": 0.5576903831753593, "learning_rate": 3.680667105950037e-05, "loss": 0.1671, "loss_nan_ranks": 0, "loss_rank_avg": 0.06596562266349792, "step": 3355, "valid_targets_mean": 1671.9, "valid_targets_min": 691 }, { "epoch": 1.8522601984564497, "grad_norm": 0.49365125619174294, "learning_rate": 3.6791753524623456e-05, "loss": 0.1174, "loss_nan_ranks": 0, "loss_rank_avg": 0.06557995080947876, "step": 3360, "valid_targets_mean": 1879.5, "valid_targets_min": 687 }, { "epoch": 1.8550165380374861, "grad_norm": 0.3823875017106786, "learning_rate": 3.6776804265210963e-05, "loss": 0.1378, "loss_nan_ranks": 0, "loss_rank_avg": 0.049259331077337265, "step": 3365, "valid_targets_mean": 3679.5, "valid_targets_min": 2015 }, { "epoch": 1.8577728776185225, "grad_norm": 0.64112370598362, "learning_rate": 3.676182330950641e-05, "loss": 0.1201, "loss_nan_ranks": 0, "loss_rank_avg": 0.05985262617468834, "step": 3370, "valid_targets_mean": 1351.2, "valid_targets_min": 520 }, { "epoch": 1.8605292171995589, "grad_norm": 0.29783270959740243, "learning_rate": 3.67468106858132e-05, "loss": 0.1108, "loss_nan_ranks": 0, "loss_rank_avg": 0.0397835299372673, "step": 3375, "valid_targets_mean": 4111.8, "valid_targets_min": 466 }, { "epoch": 1.8632855567805953, "grad_norm": 0.26763669292526, "learning_rate": 3.673176642249459e-05, "loss": 0.1145, "loss_nan_ranks": 0, "loss_rank_avg": 0.0310286246240139, "step": 3380, "valid_targets_mean": 5544.5, "valid_targets_min": 4219 }, { "epoch": 1.8660418963616316, "grad_norm": 0.3144262250132265, "learning_rate": 3.671669054797358e-05, "loss": 0.1032, "loss_nan_ranks": 0, "loss_rank_avg": 0.040369194000959396, "step": 3385, "valid_targets_mean": 3800.1, "valid_targets_min": 456 }, { "epoch": 1.868798235942668, "grad_norm": 0.31493514517800114, "learning_rate": 3.670158309073291e-05, "loss": 0.1016, "loss_nan_ranks": 0, "loss_rank_avg": 0.048036083579063416, "step": 3390, "valid_targets_mean": 3487.1, "valid_targets_min": 976 }, { "epoch": 1.8715545755237044, "grad_norm": 0.37615471477286844, "learning_rate": 3.6686444079314995e-05, "loss": 0.1128, "loss_nan_ranks": 0, "loss_rank_avg": 0.06550219655036926, "step": 3395, "valid_targets_mean": 2431.6, "valid_targets_min": 591 }, { "epoch": 1.8743109151047408, "grad_norm": 0.41367045504545585, "learning_rate": 3.667127354232185e-05, "loss": 0.1218, "loss_nan_ranks": 0, "loss_rank_avg": 0.06726361811161041, "step": 3400, "valid_targets_mean": 3660.8, "valid_targets_min": 2753 }, { "epoch": 1.8770672546857772, "grad_norm": 0.45022929162345987, "learning_rate": 3.6656071508415064e-05, "loss": 0.1209, "loss_nan_ranks": 0, "loss_rank_avg": 0.06036003679037094, "step": 3405, "valid_targets_mean": 3690.9, "valid_targets_min": 2892 }, { "epoch": 1.8798235942668136, "grad_norm": 0.3589709233578578, "learning_rate": 3.6640838006315715e-05, "loss": 0.1098, "loss_nan_ranks": 0, "loss_rank_avg": 0.04646208509802818, "step": 3410, "valid_targets_mean": 3447.0, "valid_targets_min": 1093 }, { "epoch": 1.88257993384785, "grad_norm": 0.39959418555970533, "learning_rate": 3.6625573064804366e-05, "loss": 0.1073, "loss_nan_ranks": 0, "loss_rank_avg": 0.06968662142753601, "step": 3415, "valid_targets_mean": 3798.8, "valid_targets_min": 1861 }, { "epoch": 1.8853362734288863, "grad_norm": 0.34542567884524256, "learning_rate": 3.661027671272094e-05, "loss": 0.1221, "loss_nan_ranks": 0, "loss_rank_avg": 0.04565516859292984, "step": 3420, "valid_targets_mean": 3005.0, "valid_targets_min": 720 }, { "epoch": 1.8880926130099227, "grad_norm": 0.2856138590115849, "learning_rate": 3.659494897896473e-05, "loss": 0.0926, "loss_nan_ranks": 0, "loss_rank_avg": 0.04063495621085167, "step": 3425, "valid_targets_mean": 3797.5, "valid_targets_min": 2761 }, { "epoch": 1.890848952590959, "grad_norm": 0.4362649432975086, "learning_rate": 3.65795898924943e-05, "loss": 0.1234, "loss_nan_ranks": 0, "loss_rank_avg": 0.04981014505028725, "step": 3430, "valid_targets_mean": 2420.0, "valid_targets_min": 588 }, { "epoch": 1.8936052921719955, "grad_norm": 0.36481077444315557, "learning_rate": 3.656419948232747e-05, "loss": 0.1163, "loss_nan_ranks": 0, "loss_rank_avg": 0.05692782625555992, "step": 3435, "valid_targets_mean": 3433.5, "valid_targets_min": 596 }, { "epoch": 1.8963616317530319, "grad_norm": 0.42640460805306746, "learning_rate": 3.654877777754123e-05, "loss": 0.1299, "loss_nan_ranks": 0, "loss_rank_avg": 0.06541642546653748, "step": 3440, "valid_targets_mean": 3530.0, "valid_targets_min": 1636 }, { "epoch": 1.8991179713340682, "grad_norm": 0.39245561322063804, "learning_rate": 3.653332480727168e-05, "loss": 0.1185, "loss_nan_ranks": 0, "loss_rank_avg": 0.06083942949771881, "step": 3445, "valid_targets_mean": 1950.8, "valid_targets_min": 454 }, { "epoch": 1.9018743109151046, "grad_norm": 0.7245980218830017, "learning_rate": 3.651784060071401e-05, "loss": 0.1298, "loss_nan_ranks": 0, "loss_rank_avg": 0.0647321417927742, "step": 3450, "valid_targets_mean": 819.5, "valid_targets_min": 609 }, { "epoch": 1.904630650496141, "grad_norm": 0.5128065582900938, "learning_rate": 3.6502325187122425e-05, "loss": 0.1175, "loss_nan_ranks": 0, "loss_rank_avg": 0.09567753970623016, "step": 3455, "valid_targets_mean": 2364.8, "valid_targets_min": 893 }, { "epoch": 1.9073869900771774, "grad_norm": 0.42149361038206046, "learning_rate": 3.648677859581006e-05, "loss": 0.1226, "loss_nan_ranks": 0, "loss_rank_avg": 0.04841095209121704, "step": 3460, "valid_targets_mean": 3029.5, "valid_targets_min": 1140 }, { "epoch": 1.9101433296582138, "grad_norm": 0.41664435830439317, "learning_rate": 3.6471200856148984e-05, "loss": 0.1153, "loss_nan_ranks": 0, "loss_rank_avg": 0.0723855048418045, "step": 3465, "valid_targets_mean": 3029.6, "valid_targets_min": 1502 }, { "epoch": 1.9128996692392501, "grad_norm": 0.5912780695164739, "learning_rate": 3.6455591997570115e-05, "loss": 0.105, "loss_nan_ranks": 0, "loss_rank_avg": 0.06043563038110733, "step": 3470, "valid_targets_mean": 1295.8, "valid_targets_min": 624 }, { "epoch": 1.9156560088202865, "grad_norm": 0.5440223761607231, "learning_rate": 3.643995204956315e-05, "loss": 0.1269, "loss_nan_ranks": 0, "loss_rank_avg": 0.07425834983587265, "step": 3475, "valid_targets_mean": 1481.6, "valid_targets_min": 687 }, { "epoch": 1.918412348401323, "grad_norm": 0.30079732842974444, "learning_rate": 3.6424281041676526e-05, "loss": 0.1109, "loss_nan_ranks": 0, "loss_rank_avg": 0.03549587354063988, "step": 3480, "valid_targets_mean": 3963.5, "valid_targets_min": 3651 }, { "epoch": 1.9211686879823593, "grad_norm": 0.35952748967172854, "learning_rate": 3.6408579003517347e-05, "loss": 0.1005, "loss_nan_ranks": 0, "loss_rank_avg": 0.06538692116737366, "step": 3485, "valid_targets_mean": 5041.0, "valid_targets_min": 3813 }, { "epoch": 1.9239250275633957, "grad_norm": 0.32031918727750436, "learning_rate": 3.639284596475138e-05, "loss": 0.1104, "loss_nan_ranks": 0, "loss_rank_avg": 0.04800261929631233, "step": 3490, "valid_targets_mean": 2392.4, "valid_targets_min": 757 }, { "epoch": 1.926681367144432, "grad_norm": 0.35946139159634866, "learning_rate": 3.637708195510293e-05, "loss": 0.0977, "loss_nan_ranks": 0, "loss_rank_avg": 0.05562688410282135, "step": 3495, "valid_targets_mean": 3566.1, "valid_targets_min": 664 }, { "epoch": 1.9294377067254684, "grad_norm": 0.36091930506798275, "learning_rate": 3.636128700435481e-05, "loss": 0.0933, "loss_nan_ranks": 0, "loss_rank_avg": 0.07015244662761688, "step": 3500, "valid_targets_mean": 4990.0, "valid_targets_min": 4088 }, { "epoch": 1.9321940463065048, "grad_norm": 0.3437621885173031, "learning_rate": 3.634546114234833e-05, "loss": 0.1163, "loss_nan_ranks": 0, "loss_rank_avg": 0.047505348920822144, "step": 3505, "valid_targets_mean": 3248.4, "valid_targets_min": 779 }, { "epoch": 1.9349503858875412, "grad_norm": 0.45243250975881016, "learning_rate": 3.632960439898315e-05, "loss": 0.1287, "loss_nan_ranks": 0, "loss_rank_avg": 0.05756726488471031, "step": 3510, "valid_targets_mean": 3469.2, "valid_targets_min": 1084 }, { "epoch": 1.9377067254685776, "grad_norm": 0.5763553300386708, "learning_rate": 3.631371680421732e-05, "loss": 0.1096, "loss_nan_ranks": 0, "loss_rank_avg": 0.06473484635353088, "step": 3515, "valid_targets_mean": 3227.9, "valid_targets_min": 700 }, { "epoch": 1.940463065049614, "grad_norm": 0.30471419423607765, "learning_rate": 3.6297798388067126e-05, "loss": 0.1103, "loss_nan_ranks": 0, "loss_rank_avg": 0.04565959423780441, "step": 3520, "valid_targets_mean": 2815.9, "valid_targets_min": 769 }, { "epoch": 1.9432194046306503, "grad_norm": 0.2901633878930167, "learning_rate": 3.628184918060714e-05, "loss": 0.1364, "loss_nan_ranks": 0, "loss_rank_avg": 0.04687845706939697, "step": 3525, "valid_targets_mean": 3541.8, "valid_targets_min": 982 }, { "epoch": 1.9459757442116867, "grad_norm": 0.3783452876217284, "learning_rate": 3.626586921197007e-05, "loss": 0.1073, "loss_nan_ranks": 0, "loss_rank_avg": 0.06292902678251266, "step": 3530, "valid_targets_mean": 3189.4, "valid_targets_min": 1043 }, { "epoch": 1.9487320837927231, "grad_norm": 0.35550694279639933, "learning_rate": 3.624985851234676e-05, "loss": 0.1171, "loss_nan_ranks": 0, "loss_rank_avg": 0.05560785531997681, "step": 3535, "valid_targets_mean": 3380.1, "valid_targets_min": 1067 }, { "epoch": 1.9514884233737595, "grad_norm": 0.37699019374355947, "learning_rate": 3.6233817111986096e-05, "loss": 0.1114, "loss_nan_ranks": 0, "loss_rank_avg": 0.08471566438674927, "step": 3540, "valid_targets_mean": 3092.6, "valid_targets_min": 901 }, { "epoch": 1.9542447629547959, "grad_norm": 0.5681208968805245, "learning_rate": 3.621774504119498e-05, "loss": 0.1687, "loss_nan_ranks": 0, "loss_rank_avg": 0.06799792498350143, "step": 3545, "valid_targets_mean": 1287.2, "valid_targets_min": 567 }, { "epoch": 1.9570011025358323, "grad_norm": 0.46478288014248637, "learning_rate": 3.620164233033826e-05, "loss": 0.1313, "loss_nan_ranks": 0, "loss_rank_avg": 0.0767936259508133, "step": 3550, "valid_targets_mean": 3460.5, "valid_targets_min": 831 }, { "epoch": 1.9597574421168686, "grad_norm": 0.4086240087391217, "learning_rate": 3.618550900983867e-05, "loss": 0.1078, "loss_nan_ranks": 0, "loss_rank_avg": 0.04509853944182396, "step": 3555, "valid_targets_mean": 2148.4, "valid_targets_min": 632 }, { "epoch": 1.962513781697905, "grad_norm": 0.3973058779884969, "learning_rate": 3.616934511017677e-05, "loss": 0.1089, "loss_nan_ranks": 0, "loss_rank_avg": 0.05371444672346115, "step": 3560, "valid_targets_mean": 2754.4, "valid_targets_min": 1583 }, { "epoch": 1.9652701212789414, "grad_norm": 0.5088480009994887, "learning_rate": 3.615315066189089e-05, "loss": 0.1062, "loss_nan_ranks": 0, "loss_rank_avg": 0.04610132426023483, "step": 3565, "valid_targets_mean": 3267.4, "valid_targets_min": 796 }, { "epoch": 1.9680264608599778, "grad_norm": 0.32070295483452965, "learning_rate": 3.6136925695577085e-05, "loss": 0.1012, "loss_nan_ranks": 0, "loss_rank_avg": 0.04962703585624695, "step": 3570, "valid_targets_mean": 3208.9, "valid_targets_min": 952 }, { "epoch": 1.9707828004410142, "grad_norm": 0.4938026576221601, "learning_rate": 3.612067024188907e-05, "loss": 0.1396, "loss_nan_ranks": 0, "loss_rank_avg": 0.06726624071598053, "step": 3575, "valid_targets_mean": 2115.5, "valid_targets_min": 885 }, { "epoch": 1.9735391400220506, "grad_norm": 0.4040825932658148, "learning_rate": 3.6104384331538144e-05, "loss": 0.0962, "loss_nan_ranks": 0, "loss_rank_avg": 0.05516896769404411, "step": 3580, "valid_targets_mean": 3298.5, "valid_targets_min": 1018 }, { "epoch": 1.976295479603087, "grad_norm": 0.4427170595115168, "learning_rate": 3.608806799529317e-05, "loss": 0.1078, "loss_nan_ranks": 0, "loss_rank_avg": 0.05540916323661804, "step": 3585, "valid_targets_mean": 2170.4, "valid_targets_min": 782 }, { "epoch": 1.9790518191841233, "grad_norm": 0.43389766417091813, "learning_rate": 3.607172126398046e-05, "loss": 0.1098, "loss_nan_ranks": 0, "loss_rank_avg": 0.06508636474609375, "step": 3590, "valid_targets_mean": 3052.4, "valid_targets_min": 2563 }, { "epoch": 1.98180815876516, "grad_norm": 0.2870379058742612, "learning_rate": 3.60553441684838e-05, "loss": 0.109, "loss_nan_ranks": 0, "loss_rank_avg": 0.05260235816240311, "step": 3595, "valid_targets_mean": 3972.9, "valid_targets_min": 2264 }, { "epoch": 1.9845644983461963, "grad_norm": 0.36443529412119263, "learning_rate": 3.603893673974429e-05, "loss": 0.0956, "loss_nan_ranks": 0, "loss_rank_avg": 0.06760720908641815, "step": 3600, "valid_targets_mean": 4005.2, "valid_targets_min": 2423 }, { "epoch": 1.9873208379272327, "grad_norm": 0.34125652061122536, "learning_rate": 3.6022499008760374e-05, "loss": 0.1059, "loss_nan_ranks": 0, "loss_rank_avg": 0.06714841723442078, "step": 3605, "valid_targets_mean": 4350.4, "valid_targets_min": 2545 }, { "epoch": 1.990077177508269, "grad_norm": 0.5141021878966751, "learning_rate": 3.600603100658773e-05, "loss": 0.1422, "loss_nan_ranks": 0, "loss_rank_avg": 0.09961037337779999, "step": 3610, "valid_targets_mean": 2195.4, "valid_targets_min": 1523 }, { "epoch": 1.9928335170893055, "grad_norm": 0.30275818367539886, "learning_rate": 3.5989532764339254e-05, "loss": 0.163, "loss_nan_ranks": 0, "loss_rank_avg": 0.03203801065683365, "step": 3615, "valid_targets_mean": 3601.6, "valid_targets_min": 1092 }, { "epoch": 1.9955898566703418, "grad_norm": 0.31067005020170935, "learning_rate": 3.5973004313184923e-05, "loss": 0.1083, "loss_nan_ranks": 0, "loss_rank_avg": 0.040281422436237335, "step": 3620, "valid_targets_mean": 3158.4, "valid_targets_min": 835 }, { "epoch": 1.9983461962513782, "grad_norm": 0.3168677761280718, "learning_rate": 3.5956445684351837e-05, "loss": 0.1037, "loss_nan_ranks": 0, "loss_rank_avg": 0.04685748368501663, "step": 3625, "valid_targets_mean": 3701.5, "valid_targets_min": 2543 }, { "epoch": 2.0011025358324144, "grad_norm": 0.4212588233617524, "learning_rate": 3.5939856909124085e-05, "loss": 0.1925, "loss_nan_ranks": 0, "loss_rank_avg": 0.10481789708137512, "step": 3630, "valid_targets_mean": 8485.9, "valid_targets_min": 6756 }, { "epoch": 2.0038588754134508, "grad_norm": 0.41887281787018227, "learning_rate": 3.5923238018842715e-05, "loss": 0.2355, "loss_nan_ranks": 0, "loss_rank_avg": 0.11623367667198181, "step": 3635, "valid_targets_mean": 6639.4, "valid_targets_min": 5905 }, { "epoch": 2.006615214994487, "grad_norm": 0.4358461898832399, "learning_rate": 3.590658904490568e-05, "loss": 0.2232, "loss_nan_ranks": 0, "loss_rank_avg": 0.10299892723560333, "step": 3640, "valid_targets_mean": 4087.4, "valid_targets_min": 160 }, { "epoch": 2.0093715545755235, "grad_norm": 0.3856839083602044, "learning_rate": 3.588991001876775e-05, "loss": 0.2196, "loss_nan_ranks": 0, "loss_rank_avg": 0.10012112557888031, "step": 3645, "valid_targets_mean": 7917.6, "valid_targets_min": 5567 }, { "epoch": 2.01212789415656, "grad_norm": 0.3936310164571927, "learning_rate": 3.58732009719405e-05, "loss": 0.21, "loss_nan_ranks": 0, "loss_rank_avg": 0.1125057265162468, "step": 3650, "valid_targets_mean": 7361.2, "valid_targets_min": 5601 }, { "epoch": 2.0148842337375963, "grad_norm": 0.37280111358408574, "learning_rate": 3.5856461935992194e-05, "loss": 0.2134, "loss_nan_ranks": 0, "loss_rank_avg": 0.10876008123159409, "step": 3655, "valid_targets_mean": 6850.4, "valid_targets_min": 5085 }, { "epoch": 2.0176405733186327, "grad_norm": 0.4106493040988781, "learning_rate": 3.583969294254779e-05, "loss": 0.2306, "loss_nan_ranks": 0, "loss_rank_avg": 0.11171063035726547, "step": 3660, "valid_targets_mean": 6890.8, "valid_targets_min": 5057 }, { "epoch": 2.020396912899669, "grad_norm": 0.39387194325762725, "learning_rate": 3.58228940232888e-05, "loss": 0.2246, "loss_nan_ranks": 0, "loss_rank_avg": 0.09857937693595886, "step": 3665, "valid_targets_mean": 6346.6, "valid_targets_min": 3920 }, { "epoch": 2.0231532524807054, "grad_norm": 0.41439376356362845, "learning_rate": 3.580606520995331e-05, "loss": 0.2107, "loss_nan_ranks": 0, "loss_rank_avg": 0.10577057301998138, "step": 3670, "valid_targets_mean": 6362.6, "valid_targets_min": 4343 }, { "epoch": 2.025909592061742, "grad_norm": 0.45805655886947205, "learning_rate": 3.578920653433588e-05, "loss": 0.2052, "loss_nan_ranks": 0, "loss_rank_avg": 0.11995893716812134, "step": 3675, "valid_targets_mean": 5179.8, "valid_targets_min": 136 }, { "epoch": 2.028665931642778, "grad_norm": 0.42553832390890756, "learning_rate": 3.5772318028287464e-05, "loss": 0.2093, "loss_nan_ranks": 0, "loss_rank_avg": 0.09376346319913864, "step": 3680, "valid_targets_mean": 7313.2, "valid_targets_min": 5219 }, { "epoch": 2.0314222712238146, "grad_norm": 0.34491699481380983, "learning_rate": 3.5755399723715396e-05, "loss": 0.2031, "loss_nan_ranks": 0, "loss_rank_avg": 0.08826358616352081, "step": 3685, "valid_targets_mean": 7894.1, "valid_targets_min": 5279 }, { "epoch": 2.034178610804851, "grad_norm": 0.3779707831317998, "learning_rate": 3.573845165258331e-05, "loss": 0.2123, "loss_nan_ranks": 0, "loss_rank_avg": 0.10727985203266144, "step": 3690, "valid_targets_mean": 7899.9, "valid_targets_min": 5983 }, { "epoch": 2.0369349503858873, "grad_norm": 0.35110152494277064, "learning_rate": 3.572147384691107e-05, "loss": 0.2018, "loss_nan_ranks": 0, "loss_rank_avg": 0.09551440924406052, "step": 3695, "valid_targets_mean": 7612.1, "valid_targets_min": 5224 }, { "epoch": 2.0396912899669237, "grad_norm": 0.3578438268926307, "learning_rate": 3.5704466338774714e-05, "loss": 0.2006, "loss_nan_ranks": 0, "loss_rank_avg": 0.10048002004623413, "step": 3700, "valid_targets_mean": 7219.4, "valid_targets_min": 5185 }, { "epoch": 2.04244762954796, "grad_norm": 0.38243034080119537, "learning_rate": 3.5687429160306405e-05, "loss": 0.2086, "loss_nan_ranks": 0, "loss_rank_avg": 0.11481879651546478, "step": 3705, "valid_targets_mean": 7588.1, "valid_targets_min": 5062 }, { "epoch": 2.0452039691289965, "grad_norm": 0.36214178058092517, "learning_rate": 3.567036234369435e-05, "loss": 0.2023, "loss_nan_ranks": 0, "loss_rank_avg": 0.09711915254592896, "step": 3710, "valid_targets_mean": 7702.1, "valid_targets_min": 5810 }, { "epoch": 2.047960308710033, "grad_norm": 0.34297102356020653, "learning_rate": 3.565326592118277e-05, "loss": 0.2044, "loss_nan_ranks": 0, "loss_rank_avg": 0.10361095517873764, "step": 3715, "valid_targets_mean": 7926.0, "valid_targets_min": 5470 }, { "epoch": 2.0507166482910693, "grad_norm": 0.38370976690611414, "learning_rate": 3.563613992507181e-05, "loss": 0.2211, "loss_nan_ranks": 0, "loss_rank_avg": 0.10950224846601486, "step": 3720, "valid_targets_mean": 7969.2, "valid_targets_min": 5422 }, { "epoch": 2.0534729878721056, "grad_norm": 0.47154918456850187, "learning_rate": 3.5618984387717475e-05, "loss": 0.225, "loss_nan_ranks": 0, "loss_rank_avg": 0.07937896251678467, "step": 3725, "valid_targets_mean": 2969.4, "valid_targets_min": 1886 }, { "epoch": 2.056229327453142, "grad_norm": 0.37479992032712517, "learning_rate": 3.5601799341531605e-05, "loss": 0.1838, "loss_nan_ranks": 0, "loss_rank_avg": 0.08824830502271652, "step": 3730, "valid_targets_mean": 6684.6, "valid_targets_min": 4885 }, { "epoch": 2.0589856670341784, "grad_norm": 0.3671608217110651, "learning_rate": 3.558458481898178e-05, "loss": 0.2015, "loss_nan_ranks": 0, "loss_rank_avg": 0.11002112925052643, "step": 3735, "valid_targets_mean": 7565.5, "valid_targets_min": 5456 }, { "epoch": 2.061742006615215, "grad_norm": 0.38784491959354267, "learning_rate": 3.556734085259127e-05, "loss": 0.2041, "loss_nan_ranks": 0, "loss_rank_avg": 0.10963855683803558, "step": 3740, "valid_targets_mean": 7017.6, "valid_targets_min": 5547 }, { "epoch": 2.064498346196251, "grad_norm": 0.3772818192873377, "learning_rate": 3.555006747493896e-05, "loss": 0.2098, "loss_nan_ranks": 0, "loss_rank_avg": 0.10144318640232086, "step": 3745, "valid_targets_mean": 7078.5, "valid_targets_min": 4931 }, { "epoch": 2.0672546857772875, "grad_norm": 0.3877922614739497, "learning_rate": 3.553276471865934e-05, "loss": 0.206, "loss_nan_ranks": 0, "loss_rank_avg": 0.10357306897640228, "step": 3750, "valid_targets_mean": 6780.6, "valid_targets_min": 5634 }, { "epoch": 2.070011025358324, "grad_norm": 0.35170912232664525, "learning_rate": 3.551543261644236e-05, "loss": 0.1973, "loss_nan_ranks": 0, "loss_rank_avg": 0.0956396609544754, "step": 3755, "valid_targets_mean": 8042.4, "valid_targets_min": 5492 }, { "epoch": 2.0727673649393603, "grad_norm": 0.379233182423579, "learning_rate": 3.549807120103343e-05, "loss": 0.1783, "loss_nan_ranks": 0, "loss_rank_avg": 0.08451464027166367, "step": 3760, "valid_targets_mean": 6528.6, "valid_targets_min": 3602 }, { "epoch": 2.075523704520397, "grad_norm": 0.3575563871861672, "learning_rate": 3.548068050523336e-05, "loss": 0.1831, "loss_nan_ranks": 0, "loss_rank_avg": 0.09630825370550156, "step": 3765, "valid_targets_mean": 6736.2, "valid_targets_min": 4945 }, { "epoch": 2.078280044101433, "grad_norm": 0.3983259016756161, "learning_rate": 3.5463260561898246e-05, "loss": 0.1954, "loss_nan_ranks": 0, "loss_rank_avg": 0.09854140877723694, "step": 3770, "valid_targets_mean": 6115.0, "valid_targets_min": 4885 }, { "epoch": 2.08103638368247, "grad_norm": 0.5449771917535857, "learning_rate": 3.544581140393947e-05, "loss": 0.2033, "loss_nan_ranks": 0, "loss_rank_avg": 0.13940992951393127, "step": 3775, "valid_targets_mean": 4565.0, "valid_targets_min": 214 }, { "epoch": 2.083792723263506, "grad_norm": 0.35705180724211405, "learning_rate": 3.54283330643236e-05, "loss": 0.2098, "loss_nan_ranks": 0, "loss_rank_avg": 0.10565194487571716, "step": 3780, "valid_targets_mean": 7283.1, "valid_targets_min": 4916 }, { "epoch": 2.0865490628445427, "grad_norm": 0.43251827022496514, "learning_rate": 3.541082557607231e-05, "loss": 0.2235, "loss_nan_ranks": 0, "loss_rank_avg": 0.10721534490585327, "step": 3785, "valid_targets_mean": 6411.9, "valid_targets_min": 4488 }, { "epoch": 2.0893054024255786, "grad_norm": 0.38689060342529924, "learning_rate": 3.53932889722624e-05, "loss": 0.2154, "loss_nan_ranks": 0, "loss_rank_avg": 0.11651946604251862, "step": 3790, "valid_targets_mean": 7681.2, "valid_targets_min": 5767 }, { "epoch": 2.0920617420066154, "grad_norm": 0.34835742098125144, "learning_rate": 3.5375723286025615e-05, "loss": 0.2042, "loss_nan_ranks": 0, "loss_rank_avg": 0.09989902377128601, "step": 3795, "valid_targets_mean": 7875.4, "valid_targets_min": 5611 }, { "epoch": 2.0948180815876514, "grad_norm": 0.37665009378856784, "learning_rate": 3.53581285505487e-05, "loss": 0.2055, "loss_nan_ranks": 0, "loss_rank_avg": 0.11268219351768494, "step": 3800, "valid_targets_mean": 7596.0, "valid_targets_min": 5711 }, { "epoch": 2.097574421168688, "grad_norm": 0.3560667231861221, "learning_rate": 3.534050479907324e-05, "loss": 0.2098, "loss_nan_ranks": 0, "loss_rank_avg": 0.11904726177453995, "step": 3805, "valid_targets_mean": 8694.8, "valid_targets_min": 5112 }, { "epoch": 2.1003307607497246, "grad_norm": 0.3991359271299437, "learning_rate": 3.532285206489567e-05, "loss": 0.2067, "loss_nan_ranks": 0, "loss_rank_avg": 0.11471976339817047, "step": 3810, "valid_targets_mean": 6940.6, "valid_targets_min": 6063 }, { "epoch": 2.103087100330761, "grad_norm": 0.3444889252742341, "learning_rate": 3.5305170381367165e-05, "loss": 0.2093, "loss_nan_ranks": 0, "loss_rank_avg": 0.09647957980632782, "step": 3815, "valid_targets_mean": 7110.2, "valid_targets_min": 4811 }, { "epoch": 2.1058434399117973, "grad_norm": 0.3732330235528218, "learning_rate": 3.528745978189361e-05, "loss": 0.2078, "loss_nan_ranks": 0, "loss_rank_avg": 0.09664006531238556, "step": 3820, "valid_targets_mean": 6677.2, "valid_targets_min": 5076 }, { "epoch": 2.1085997794928337, "grad_norm": 0.4009330105552859, "learning_rate": 3.52697202999355e-05, "loss": 0.2117, "loss_nan_ranks": 0, "loss_rank_avg": 0.10417863726615906, "step": 3825, "valid_targets_mean": 5899.2, "valid_targets_min": 4676 }, { "epoch": 2.11135611907387, "grad_norm": 0.3549218659661393, "learning_rate": 3.52519519690079e-05, "loss": 0.203, "loss_nan_ranks": 0, "loss_rank_avg": 0.09577707946300507, "step": 3830, "valid_targets_mean": 7114.4, "valid_targets_min": 5248 }, { "epoch": 2.1141124586549065, "grad_norm": 0.641007265843844, "learning_rate": 3.5234154822680394e-05, "loss": 0.198, "loss_nan_ranks": 0, "loss_rank_avg": 0.06841850280761719, "step": 3835, "valid_targets_mean": 1548.5, "valid_targets_min": 587 }, { "epoch": 2.116868798235943, "grad_norm": 0.4724209741921488, "learning_rate": 3.5216328894577e-05, "loss": 0.2012, "loss_nan_ranks": 0, "loss_rank_avg": 0.11833006888628006, "step": 3840, "valid_targets_mean": 7040.5, "valid_targets_min": 4733 }, { "epoch": 2.1196251378169793, "grad_norm": 0.373486758383562, "learning_rate": 3.5198474218376106e-05, "loss": 0.2035, "loss_nan_ranks": 0, "loss_rank_avg": 0.10229101032018661, "step": 3845, "valid_targets_mean": 6161.2, "valid_targets_min": 5555 }, { "epoch": 2.1223814773980156, "grad_norm": 0.38729171720930483, "learning_rate": 3.518059082781043e-05, "loss": 0.2059, "loss_nan_ranks": 0, "loss_rank_avg": 0.10758139193058014, "step": 3850, "valid_targets_mean": 6580.2, "valid_targets_min": 4862 }, { "epoch": 2.125137816979052, "grad_norm": 0.3607142870026607, "learning_rate": 3.516267875666692e-05, "loss": 0.1988, "loss_nan_ranks": 0, "loss_rank_avg": 0.09489966928958893, "step": 3855, "valid_targets_mean": 6575.2, "valid_targets_min": 3768 }, { "epoch": 2.1278941565600884, "grad_norm": 0.3843030445248785, "learning_rate": 3.514473803878672e-05, "loss": 0.2044, "loss_nan_ranks": 0, "loss_rank_avg": 0.10326842963695526, "step": 3860, "valid_targets_mean": 7154.8, "valid_targets_min": 4858 }, { "epoch": 2.130650496141125, "grad_norm": 0.38836112817156543, "learning_rate": 3.51267687080651e-05, "loss": 0.2071, "loss_nan_ranks": 0, "loss_rank_avg": 0.10299030691385269, "step": 3865, "valid_targets_mean": 6462.0, "valid_targets_min": 4583 }, { "epoch": 2.133406835722161, "grad_norm": 0.39200106811552965, "learning_rate": 3.5108770798451376e-05, "loss": 0.2095, "loss_nan_ranks": 0, "loss_rank_avg": 0.11022090166807175, "step": 3870, "valid_targets_mean": 6308.5, "valid_targets_min": 4766 }, { "epoch": 2.1361631753031975, "grad_norm": 0.7857048867525476, "learning_rate": 3.5090744343948875e-05, "loss": 0.1757, "loss_nan_ranks": 0, "loss_rank_avg": 0.11766932904720306, "step": 3875, "valid_targets_mean": 4534.4, "valid_targets_min": 147 }, { "epoch": 2.138919514884234, "grad_norm": 0.38172483677448826, "learning_rate": 3.507268937861484e-05, "loss": 0.2053, "loss_nan_ranks": 0, "loss_rank_avg": 0.11243122816085815, "step": 3880, "valid_targets_mean": 6778.1, "valid_targets_min": 5132 }, { "epoch": 2.1416758544652703, "grad_norm": 0.3838778055931196, "learning_rate": 3.505460593656039e-05, "loss": 0.1987, "loss_nan_ranks": 0, "loss_rank_avg": 0.1024523451924324, "step": 3885, "valid_targets_mean": 6979.8, "valid_targets_min": 4942 }, { "epoch": 2.1444321940463067, "grad_norm": 0.4416581858200025, "learning_rate": 3.5036494051950414e-05, "loss": 0.2061, "loss_nan_ranks": 0, "loss_rank_avg": 0.09254634380340576, "step": 3890, "valid_targets_mean": 5762.2, "valid_targets_min": 4777 }, { "epoch": 2.147188533627343, "grad_norm": 0.3950302226200239, "learning_rate": 3.5018353759003586e-05, "loss": 0.1943, "loss_nan_ranks": 0, "loss_rank_avg": 0.09175986796617508, "step": 3895, "valid_targets_mean": 6373.9, "valid_targets_min": 4810 }, { "epoch": 2.1499448732083795, "grad_norm": 0.38937456586576313, "learning_rate": 3.500018509199222e-05, "loss": 0.1997, "loss_nan_ranks": 0, "loss_rank_avg": 0.10262373089790344, "step": 3900, "valid_targets_mean": 6151.0, "valid_targets_min": 5084 }, { "epoch": 2.152701212789416, "grad_norm": 0.36281242677233017, "learning_rate": 3.4981988085242243e-05, "loss": 0.1998, "loss_nan_ranks": 0, "loss_rank_avg": 0.09190413355827332, "step": 3905, "valid_targets_mean": 6133.5, "valid_targets_min": 5736 }, { "epoch": 2.1554575523704522, "grad_norm": 0.7202031965609307, "learning_rate": 3.4963762773133126e-05, "loss": 0.2264, "loss_nan_ranks": 0, "loss_rank_avg": 0.08337302505970001, "step": 3910, "valid_targets_mean": 1423.2, "valid_targets_min": 1061 }, { "epoch": 2.1582138919514886, "grad_norm": 0.8847552732561023, "learning_rate": 3.494550919009782e-05, "loss": 0.2031, "loss_nan_ranks": 0, "loss_rank_avg": 0.09689651429653168, "step": 3915, "valid_targets_mean": 1656.5, "valid_targets_min": 959 }, { "epoch": 2.160970231532525, "grad_norm": 1.1044139324714701, "learning_rate": 3.4927227370622675e-05, "loss": 0.1985, "loss_nan_ranks": 0, "loss_rank_avg": 0.09642351418733597, "step": 3920, "valid_targets_mean": 1471.4, "valid_targets_min": 932 }, { "epoch": 2.1637265711135614, "grad_norm": 0.7568271874688526, "learning_rate": 3.49089173492474e-05, "loss": 0.1952, "loss_nan_ranks": 0, "loss_rank_avg": 0.09728054702281952, "step": 3925, "valid_targets_mean": 1473.5, "valid_targets_min": 880 }, { "epoch": 2.1664829106945978, "grad_norm": 0.9885581808660554, "learning_rate": 3.4890579160564985e-05, "loss": 0.1998, "loss_nan_ranks": 0, "loss_rank_avg": 0.11882907152175903, "step": 3930, "valid_targets_mean": 1636.2, "valid_targets_min": 868 }, { "epoch": 2.169239250275634, "grad_norm": 0.7331110523840421, "learning_rate": 3.487221283922164e-05, "loss": 0.2001, "loss_nan_ranks": 0, "loss_rank_avg": 0.10501580685377121, "step": 3935, "valid_targets_mean": 1703.0, "valid_targets_min": 1089 }, { "epoch": 2.1719955898566705, "grad_norm": 0.7579381973458933, "learning_rate": 3.485381841991671e-05, "loss": 0.1911, "loss_nan_ranks": 0, "loss_rank_avg": 0.07788132131099701, "step": 3940, "valid_targets_mean": 1154.2, "valid_targets_min": 758 }, { "epoch": 2.174751929437707, "grad_norm": 0.7756160060086923, "learning_rate": 3.4835395937402636e-05, "loss": 0.206, "loss_nan_ranks": 0, "loss_rank_avg": 0.09442643821239471, "step": 3945, "valid_targets_mean": 1547.6, "valid_targets_min": 1238 }, { "epoch": 2.1775082690187433, "grad_norm": 0.7719238589534311, "learning_rate": 3.481694542648488e-05, "loss": 0.1901, "loss_nan_ranks": 0, "loss_rank_avg": 0.08923796564340591, "step": 3950, "valid_targets_mean": 1532.5, "valid_targets_min": 732 }, { "epoch": 2.1802646085997797, "grad_norm": 0.7038253896815054, "learning_rate": 3.479846692202187e-05, "loss": 0.1961, "loss_nan_ranks": 0, "loss_rank_avg": 0.060153014957904816, "step": 3955, "valid_targets_mean": 1246.9, "valid_targets_min": 834 }, { "epoch": 2.183020948180816, "grad_norm": 0.7205350836551213, "learning_rate": 3.4779960458924876e-05, "loss": 0.189, "loss_nan_ranks": 0, "loss_rank_avg": 0.11061939597129822, "step": 3960, "valid_targets_mean": 1591.6, "valid_targets_min": 1040 }, { "epoch": 2.1857772877618524, "grad_norm": 0.7843146346139855, "learning_rate": 3.476142607215805e-05, "loss": 0.2018, "loss_nan_ranks": 0, "loss_rank_avg": 0.09544992446899414, "step": 3965, "valid_targets_mean": 1641.1, "valid_targets_min": 796 }, { "epoch": 2.188533627342889, "grad_norm": 0.747953655463711, "learning_rate": 3.474286379673826e-05, "loss": 0.1885, "loss_nan_ranks": 0, "loss_rank_avg": 0.09579872339963913, "step": 3970, "valid_targets_mean": 1443.5, "valid_targets_min": 569 }, { "epoch": 2.191289966923925, "grad_norm": 0.7305289766748679, "learning_rate": 3.472427366773508e-05, "loss": 0.1815, "loss_nan_ranks": 0, "loss_rank_avg": 0.07025370746850967, "step": 3975, "valid_targets_mean": 1161.8, "valid_targets_min": 546 }, { "epoch": 2.1940463065049616, "grad_norm": 0.771689774256239, "learning_rate": 3.47056557202707e-05, "loss": 0.181, "loss_nan_ranks": 0, "loss_rank_avg": 0.09436297416687012, "step": 3980, "valid_targets_mean": 1333.5, "valid_targets_min": 681 }, { "epoch": 2.196802646085998, "grad_norm": 0.7303274823082866, "learning_rate": 3.468700998951987e-05, "loss": 0.1983, "loss_nan_ranks": 0, "loss_rank_avg": 0.09966295957565308, "step": 3985, "valid_targets_mean": 1627.6, "valid_targets_min": 895 }, { "epoch": 2.1995589856670343, "grad_norm": 0.7874419602910386, "learning_rate": 3.466833651070983e-05, "loss": 0.1965, "loss_nan_ranks": 0, "loss_rank_avg": 0.1235324814915657, "step": 3990, "valid_targets_mean": 1801.4, "valid_targets_min": 596 }, { "epoch": 2.2023153252480707, "grad_norm": 0.7691046803072038, "learning_rate": 3.464963531912024e-05, "loss": 0.1993, "loss_nan_ranks": 0, "loss_rank_avg": 0.08461252599954605, "step": 3995, "valid_targets_mean": 1286.4, "valid_targets_min": 703 }, { "epoch": 2.205071664829107, "grad_norm": 0.7166877665484572, "learning_rate": 3.463090645008313e-05, "loss": 0.1911, "loss_nan_ranks": 0, "loss_rank_avg": 0.0612972229719162, "step": 4000, "valid_targets_mean": 1350.0, "valid_targets_min": 753 }, { "epoch": 2.2078280044101435, "grad_norm": 0.6785887913706472, "learning_rate": 3.461214993898282e-05, "loss": 0.1885, "loss_nan_ranks": 0, "loss_rank_avg": 0.08955728262662888, "step": 4005, "valid_targets_mean": 1457.0, "valid_targets_min": 818 }, { "epoch": 2.21058434399118, "grad_norm": 0.6959944336187041, "learning_rate": 3.459336582125584e-05, "loss": 0.1969, "loss_nan_ranks": 0, "loss_rank_avg": 0.07366833835840225, "step": 4010, "valid_targets_mean": 1221.6, "valid_targets_min": 683 }, { "epoch": 2.2133406835722162, "grad_norm": 0.7534217251869129, "learning_rate": 3.4574554132390884e-05, "loss": 0.2026, "loss_nan_ranks": 0, "loss_rank_avg": 0.0990917831659317, "step": 4015, "valid_targets_mean": 1278.4, "valid_targets_min": 709 }, { "epoch": 2.2160970231532526, "grad_norm": 0.7191084094610598, "learning_rate": 3.455571490792873e-05, "loss": 0.188, "loss_nan_ranks": 0, "loss_rank_avg": 0.1019989401102066, "step": 4020, "valid_targets_mean": 1629.5, "valid_targets_min": 1187 }, { "epoch": 2.218853362734289, "grad_norm": 0.7032244683283996, "learning_rate": 3.45368481834622e-05, "loss": 0.1839, "loss_nan_ranks": 0, "loss_rank_avg": 0.09727083891630173, "step": 4025, "valid_targets_mean": 1610.2, "valid_targets_min": 771 }, { "epoch": 2.2216097023153254, "grad_norm": 0.6374024607067189, "learning_rate": 3.451795399463605e-05, "loss": 0.1871, "loss_nan_ranks": 0, "loss_rank_avg": 0.09787138551473618, "step": 4030, "valid_targets_mean": 1840.9, "valid_targets_min": 731 }, { "epoch": 2.224366041896362, "grad_norm": 0.7369218723137947, "learning_rate": 3.4499032377146926e-05, "loss": 0.1858, "loss_nan_ranks": 0, "loss_rank_avg": 0.0969679057598114, "step": 4035, "valid_targets_mean": 1564.5, "valid_targets_min": 1009 }, { "epoch": 2.227122381477398, "grad_norm": 0.7649879174923954, "learning_rate": 3.448008336674331e-05, "loss": 0.1906, "loss_nan_ranks": 0, "loss_rank_avg": 0.11178130656480789, "step": 4040, "valid_targets_mean": 1690.0, "valid_targets_min": 802 }, { "epoch": 2.2298787210584345, "grad_norm": 0.7203774840201107, "learning_rate": 3.446110699922541e-05, "loss": 0.1896, "loss_nan_ranks": 0, "loss_rank_avg": 0.08316947519779205, "step": 4045, "valid_targets_mean": 1302.5, "valid_targets_min": 781 }, { "epoch": 2.232635060639471, "grad_norm": 0.6830074566001085, "learning_rate": 3.4442103310445166e-05, "loss": 0.184, "loss_nan_ranks": 0, "loss_rank_avg": 0.09928393363952637, "step": 4050, "valid_targets_mean": 1592.2, "valid_targets_min": 644 }, { "epoch": 2.2353914002205073, "grad_norm": 0.7018781679000964, "learning_rate": 3.442307233630608e-05, "loss": 0.1959, "loss_nan_ranks": 0, "loss_rank_avg": 0.13319098949432373, "step": 4055, "valid_targets_mean": 1812.5, "valid_targets_min": 921 }, { "epoch": 2.2381477398015437, "grad_norm": 0.7342802503528026, "learning_rate": 3.4404014112763236e-05, "loss": 0.1916, "loss_nan_ranks": 0, "loss_rank_avg": 0.10575231909751892, "step": 4060, "valid_targets_mean": 1815.8, "valid_targets_min": 795 }, { "epoch": 2.24090407938258, "grad_norm": 0.6841993780833887, "learning_rate": 3.43849286758232e-05, "loss": 0.1823, "loss_nan_ranks": 0, "loss_rank_avg": 0.09562225639820099, "step": 4065, "valid_targets_mean": 1536.6, "valid_targets_min": 901 }, { "epoch": 2.2436604189636165, "grad_norm": 0.8138285124310337, "learning_rate": 3.436581606154394e-05, "loss": 0.1846, "loss_nan_ranks": 0, "loss_rank_avg": 0.11228308081626892, "step": 4070, "valid_targets_mean": 1455.1, "valid_targets_min": 779 }, { "epoch": 2.246416758544653, "grad_norm": 0.6871591858989954, "learning_rate": 3.434667630603478e-05, "loss": 0.1796, "loss_nan_ranks": 0, "loss_rank_avg": 0.09701648354530334, "step": 4075, "valid_targets_mean": 1577.2, "valid_targets_min": 780 }, { "epoch": 2.249173098125689, "grad_norm": 0.7094871278452979, "learning_rate": 3.4327509445456325e-05, "loss": 0.1824, "loss_nan_ranks": 0, "loss_rank_avg": 0.07242260873317719, "step": 4080, "valid_targets_mean": 1337.5, "valid_targets_min": 659 }, { "epoch": 2.2519294377067256, "grad_norm": 0.7100778440634945, "learning_rate": 3.430831551602038e-05, "loss": 0.1848, "loss_nan_ranks": 0, "loss_rank_avg": 0.08265615999698639, "step": 4085, "valid_targets_mean": 1265.5, "valid_targets_min": 723 }, { "epoch": 2.254685777287762, "grad_norm": 0.7671674690052557, "learning_rate": 3.4289094553989885e-05, "loss": 0.1819, "loss_nan_ranks": 0, "loss_rank_avg": 0.10191851854324341, "step": 4090, "valid_targets_mean": 1505.5, "valid_targets_min": 965 }, { "epoch": 2.2574421168687984, "grad_norm": 0.7476189897235228, "learning_rate": 3.426984659567887e-05, "loss": 0.1877, "loss_nan_ranks": 0, "loss_rank_avg": 0.08090505003929138, "step": 4095, "valid_targets_mean": 1322.6, "valid_targets_min": 772 }, { "epoch": 2.2601984564498347, "grad_norm": 0.7199909774986637, "learning_rate": 3.425057167745236e-05, "loss": 0.1848, "loss_nan_ranks": 0, "loss_rank_avg": 0.07850509881973267, "step": 4100, "valid_targets_mean": 1348.5, "valid_targets_min": 806 }, { "epoch": 2.262954796030871, "grad_norm": 0.8317378823302307, "learning_rate": 3.42312698357263e-05, "loss": 0.1927, "loss_nan_ranks": 0, "loss_rank_avg": 0.07383224368095398, "step": 4105, "valid_targets_mean": 1139.5, "valid_targets_min": 781 }, { "epoch": 2.2657111356119075, "grad_norm": 0.654771864389965, "learning_rate": 3.421194110696754e-05, "loss": 0.1811, "loss_nan_ranks": 0, "loss_rank_avg": 0.10218144953250885, "step": 4110, "valid_targets_mean": 1843.2, "valid_targets_min": 632 }, { "epoch": 2.268467475192944, "grad_norm": 0.6728139552098787, "learning_rate": 3.419258552769369e-05, "loss": 0.1955, "loss_nan_ranks": 0, "loss_rank_avg": 0.09376795589923859, "step": 4115, "valid_targets_mean": 1594.5, "valid_targets_min": 571 }, { "epoch": 2.2712238147739803, "grad_norm": 0.6872084571665308, "learning_rate": 3.41732031344731e-05, "loss": 0.1885, "loss_nan_ranks": 0, "loss_rank_avg": 0.10285481065511703, "step": 4120, "valid_targets_mean": 1987.6, "valid_targets_min": 1101 }, { "epoch": 2.2739801543550167, "grad_norm": 0.7067896021556421, "learning_rate": 3.4153793963924794e-05, "loss": 0.1924, "loss_nan_ranks": 0, "loss_rank_avg": 0.07028794288635254, "step": 4125, "valid_targets_mean": 1234.9, "valid_targets_min": 840 }, { "epoch": 2.276736493936053, "grad_norm": 0.7073346172998418, "learning_rate": 3.413435805271836e-05, "loss": 0.1809, "loss_nan_ranks": 0, "loss_rank_avg": 0.08970724046230316, "step": 4130, "valid_targets_mean": 1463.4, "valid_targets_min": 954 }, { "epoch": 2.2794928335170894, "grad_norm": 0.7776019703736581, "learning_rate": 3.411489543757394e-05, "loss": 0.1891, "loss_nan_ranks": 0, "loss_rank_avg": 0.09646405279636383, "step": 4135, "valid_targets_mean": 1297.6, "valid_targets_min": 854 }, { "epoch": 2.282249173098126, "grad_norm": 0.6394749922675212, "learning_rate": 3.409540615526209e-05, "loss": 0.1891, "loss_nan_ranks": 0, "loss_rank_avg": 0.09843998402357101, "step": 4140, "valid_targets_mean": 1385.2, "valid_targets_min": 807 }, { "epoch": 2.285005512679162, "grad_norm": 0.7002617330180707, "learning_rate": 3.407589024260378e-05, "loss": 0.1749, "loss_nan_ranks": 0, "loss_rank_avg": 0.07928720116615295, "step": 4145, "valid_targets_mean": 1299.0, "valid_targets_min": 674 }, { "epoch": 2.2877618522601986, "grad_norm": 0.6984137195473014, "learning_rate": 3.405634773647027e-05, "loss": 0.1802, "loss_nan_ranks": 0, "loss_rank_avg": 0.07871744781732559, "step": 4150, "valid_targets_mean": 1215.9, "valid_targets_min": 724 }, { "epoch": 2.290518191841235, "grad_norm": 0.8030696066571337, "learning_rate": 3.403677867378307e-05, "loss": 0.1842, "loss_nan_ranks": 0, "loss_rank_avg": 0.07708248496055603, "step": 4155, "valid_targets_mean": 1257.6, "valid_targets_min": 725 }, { "epoch": 2.2932745314222713, "grad_norm": 0.6872007464850188, "learning_rate": 3.4017183091513884e-05, "loss": 0.1896, "loss_nan_ranks": 0, "loss_rank_avg": 0.10817970335483551, "step": 4160, "valid_targets_mean": 1608.9, "valid_targets_min": 667 }, { "epoch": 2.2960308710033077, "grad_norm": 0.606338900596094, "learning_rate": 3.399756102668448e-05, "loss": 0.1837, "loss_nan_ranks": 0, "loss_rank_avg": 0.10406054556369781, "step": 4165, "valid_targets_mean": 1799.0, "valid_targets_min": 791 }, { "epoch": 2.298787210584344, "grad_norm": 0.7260325951087828, "learning_rate": 3.3977912516366685e-05, "loss": 0.1837, "loss_nan_ranks": 0, "loss_rank_avg": 0.09613724052906036, "step": 4170, "valid_targets_mean": 1622.6, "valid_targets_min": 735 }, { "epoch": 2.3015435501653805, "grad_norm": 0.7163994839309861, "learning_rate": 3.395823759768229e-05, "loss": 0.1869, "loss_nan_ranks": 0, "loss_rank_avg": 0.1285693347454071, "step": 4175, "valid_targets_mean": 1817.1, "valid_targets_min": 691 }, { "epoch": 2.304299889746417, "grad_norm": 0.6827063007576076, "learning_rate": 3.393853630780297e-05, "loss": 0.1808, "loss_nan_ranks": 0, "loss_rank_avg": 0.11781921982765198, "step": 4180, "valid_targets_mean": 1841.2, "valid_targets_min": 1432 }, { "epoch": 2.3070562293274532, "grad_norm": 0.6934625357337632, "learning_rate": 3.391880868395022e-05, "loss": 0.1817, "loss_nan_ranks": 0, "loss_rank_avg": 0.1135096549987793, "step": 4185, "valid_targets_mean": 1844.2, "valid_targets_min": 808 }, { "epoch": 2.3098125689084896, "grad_norm": 0.7324848813538705, "learning_rate": 3.38990547633953e-05, "loss": 0.1807, "loss_nan_ranks": 0, "loss_rank_avg": 0.08447502553462982, "step": 4190, "valid_targets_mean": 1372.2, "valid_targets_min": 789 }, { "epoch": 2.312568908489526, "grad_norm": 0.8607971865269517, "learning_rate": 3.3879274583459145e-05, "loss": 0.1713, "loss_nan_ranks": 0, "loss_rank_avg": 0.08694937825202942, "step": 4195, "valid_targets_mean": 1332.4, "valid_targets_min": 746 }, { "epoch": 2.3153252480705624, "grad_norm": 0.7319388311634608, "learning_rate": 3.3859468181512305e-05, "loss": 0.1833, "loss_nan_ranks": 0, "loss_rank_avg": 0.11193642765283585, "step": 4200, "valid_targets_mean": 1773.8, "valid_targets_min": 824 }, { "epoch": 2.3180815876515988, "grad_norm": 0.7052785157666032, "learning_rate": 3.3839635594974864e-05, "loss": 0.1816, "loss_nan_ranks": 0, "loss_rank_avg": 0.08402714133262634, "step": 4205, "valid_targets_mean": 1595.6, "valid_targets_min": 905 }, { "epoch": 2.320837927232635, "grad_norm": 0.7053790218853652, "learning_rate": 3.381977686131639e-05, "loss": 0.1777, "loss_nan_ranks": 0, "loss_rank_avg": 0.09687889367341995, "step": 4210, "valid_targets_mean": 1469.9, "valid_targets_min": 1088 }, { "epoch": 2.3235942668136715, "grad_norm": 0.7003132242594865, "learning_rate": 3.379989201805582e-05, "loss": 0.1834, "loss_nan_ranks": 0, "loss_rank_avg": 0.09392642974853516, "step": 4215, "valid_targets_mean": 1572.0, "valid_targets_min": 1118 }, { "epoch": 2.326350606394708, "grad_norm": 0.6826956861925462, "learning_rate": 3.377998110276147e-05, "loss": 0.183, "loss_nan_ranks": 0, "loss_rank_avg": 0.1040303111076355, "step": 4220, "valid_targets_mean": 1508.0, "valid_targets_min": 699 }, { "epoch": 2.3291069459757443, "grad_norm": 0.6878542401166445, "learning_rate": 3.376004415305086e-05, "loss": 0.1819, "loss_nan_ranks": 0, "loss_rank_avg": 0.07384923100471497, "step": 4225, "valid_targets_mean": 1283.0, "valid_targets_min": 809 }, { "epoch": 2.3318632855567807, "grad_norm": 0.7734502307180114, "learning_rate": 3.374008120659073e-05, "loss": 0.1852, "loss_nan_ranks": 0, "loss_rank_avg": 0.08726200461387634, "step": 4230, "valid_targets_mean": 1323.5, "valid_targets_min": 633 }, { "epoch": 2.334619625137817, "grad_norm": 0.7175375609782297, "learning_rate": 3.372009230109694e-05, "loss": 0.182, "loss_nan_ranks": 0, "loss_rank_avg": 0.10982063412666321, "step": 4235, "valid_targets_mean": 1537.9, "valid_targets_min": 672 }, { "epoch": 2.3373759647188534, "grad_norm": 0.7799144210508859, "learning_rate": 3.3700077474334354e-05, "loss": 0.1917, "loss_nan_ranks": 0, "loss_rank_avg": 0.10207492113113403, "step": 4240, "valid_targets_mean": 1212.2, "valid_targets_min": 638 }, { "epoch": 2.34013230429989, "grad_norm": 0.7551319806908273, "learning_rate": 3.3680036764116866e-05, "loss": 0.1789, "loss_nan_ranks": 0, "loss_rank_avg": 0.08111283928155899, "step": 4245, "valid_targets_mean": 1219.4, "valid_targets_min": 700 }, { "epoch": 2.342888643880926, "grad_norm": 0.7064546182215252, "learning_rate": 3.365997020830722e-05, "loss": 0.1972, "loss_nan_ranks": 0, "loss_rank_avg": 0.09956347942352295, "step": 4250, "valid_targets_mean": 1845.4, "valid_targets_min": 1201 }, { "epoch": 2.3456449834619626, "grad_norm": 0.6893468029410061, "learning_rate": 3.363987784481702e-05, "loss": 0.1816, "loss_nan_ranks": 0, "loss_rank_avg": 0.07128924131393433, "step": 4255, "valid_targets_mean": 1260.8, "valid_targets_min": 656 }, { "epoch": 2.348401323042999, "grad_norm": 0.704400221522243, "learning_rate": 3.361975971160662e-05, "loss": 0.1869, "loss_nan_ranks": 0, "loss_rank_avg": 0.08587305247783661, "step": 4260, "valid_targets_mean": 1383.4, "valid_targets_min": 669 }, { "epoch": 2.3511576626240354, "grad_norm": 0.6935996163176144, "learning_rate": 3.359961584668505e-05, "loss": 0.1804, "loss_nan_ranks": 0, "loss_rank_avg": 0.1116408258676529, "step": 4265, "valid_targets_mean": 1807.0, "valid_targets_min": 1013 }, { "epoch": 2.3539140022050717, "grad_norm": 0.7175996898335646, "learning_rate": 3.357944628810998e-05, "loss": 0.1785, "loss_nan_ranks": 0, "loss_rank_avg": 0.07271032780408859, "step": 4270, "valid_targets_mean": 1112.4, "valid_targets_min": 731 }, { "epoch": 2.356670341786108, "grad_norm": 0.7202969647190771, "learning_rate": 3.35592510739876e-05, "loss": 0.1865, "loss_nan_ranks": 0, "loss_rank_avg": 0.06504243612289429, "step": 4275, "valid_targets_mean": 1191.0, "valid_targets_min": 633 }, { "epoch": 2.3594266813671445, "grad_norm": 0.5948229025057867, "learning_rate": 3.3539030242472574e-05, "loss": 0.1761, "loss_nan_ranks": 0, "loss_rank_avg": 0.0913083553314209, "step": 4280, "valid_targets_mean": 1751.4, "valid_targets_min": 904 }, { "epoch": 2.362183020948181, "grad_norm": 0.716172402901676, "learning_rate": 3.351878383176797e-05, "loss": 0.1783, "loss_nan_ranks": 0, "loss_rank_avg": 0.10536319017410278, "step": 4285, "valid_targets_mean": 1550.0, "valid_targets_min": 594 }, { "epoch": 2.3649393605292173, "grad_norm": 0.7070441338335257, "learning_rate": 3.34985118801252e-05, "loss": 0.174, "loss_nan_ranks": 0, "loss_rank_avg": 0.07276949286460876, "step": 4290, "valid_targets_mean": 1211.1, "valid_targets_min": 686 }, { "epoch": 2.3676957001102537, "grad_norm": 0.6628328974240931, "learning_rate": 3.347821442584389e-05, "loss": 0.1908, "loss_nan_ranks": 0, "loss_rank_avg": 0.10310603678226471, "step": 4295, "valid_targets_mean": 1945.8, "valid_targets_min": 1197 }, { "epoch": 2.37045203969129, "grad_norm": 0.6516016697500501, "learning_rate": 3.3457891507271876e-05, "loss": 0.1788, "loss_nan_ranks": 0, "loss_rank_avg": 0.09196461737155914, "step": 4300, "valid_targets_mean": 1752.8, "valid_targets_min": 1211 }, { "epoch": 2.3732083792723264, "grad_norm": 0.64520895757867, "learning_rate": 3.34375431628051e-05, "loss": 0.1776, "loss_nan_ranks": 0, "loss_rank_avg": 0.09301188588142395, "step": 4305, "valid_targets_mean": 1704.5, "valid_targets_min": 1121 }, { "epoch": 2.375964718853363, "grad_norm": 0.7142211125820697, "learning_rate": 3.341716943088754e-05, "loss": 0.173, "loss_nan_ranks": 0, "loss_rank_avg": 0.09237653017044067, "step": 4310, "valid_targets_mean": 1484.0, "valid_targets_min": 849 }, { "epoch": 2.378721058434399, "grad_norm": 0.6428424278862529, "learning_rate": 3.3396770350011134e-05, "loss": 0.1648, "loss_nan_ranks": 0, "loss_rank_avg": 0.07822799682617188, "step": 4315, "valid_targets_mean": 1565.6, "valid_targets_min": 1313 }, { "epoch": 2.3814773980154356, "grad_norm": 0.711034658605113, "learning_rate": 3.3376345958715716e-05, "loss": 0.1833, "loss_nan_ranks": 0, "loss_rank_avg": 0.10037054121494293, "step": 4320, "valid_targets_mean": 1494.0, "valid_targets_min": 1039 }, { "epoch": 2.384233737596472, "grad_norm": 0.6626711784087037, "learning_rate": 3.335589629558894e-05, "loss": 0.1818, "loss_nan_ranks": 0, "loss_rank_avg": 0.1116810292005539, "step": 4325, "valid_targets_mean": 1769.0, "valid_targets_min": 919 }, { "epoch": 2.3869900771775083, "grad_norm": 0.6311122512223118, "learning_rate": 3.33354213992662e-05, "loss": 0.1783, "loss_nan_ranks": 0, "loss_rank_avg": 0.09387040138244629, "step": 4330, "valid_targets_mean": 1541.0, "valid_targets_min": 846 }, { "epoch": 2.3897464167585447, "grad_norm": 0.6888366594354899, "learning_rate": 3.3314921308430554e-05, "loss": 0.1799, "loss_nan_ranks": 0, "loss_rank_avg": 0.09652800858020782, "step": 4335, "valid_targets_mean": 1763.1, "valid_targets_min": 736 }, { "epoch": 2.392502756339581, "grad_norm": 0.690823090987391, "learning_rate": 3.32943960618127e-05, "loss": 0.182, "loss_nan_ranks": 0, "loss_rank_avg": 0.09987470507621765, "step": 4340, "valid_targets_mean": 1535.2, "valid_targets_min": 593 }, { "epoch": 2.3952590959206175, "grad_norm": 0.5945662502074668, "learning_rate": 3.32738456981908e-05, "loss": 0.1857, "loss_nan_ranks": 0, "loss_rank_avg": 0.09591243416070938, "step": 4345, "valid_targets_mean": 2219.4, "valid_targets_min": 1389 }, { "epoch": 2.398015435501654, "grad_norm": 0.6060810282499857, "learning_rate": 3.325327025639054e-05, "loss": 0.2918, "loss_nan_ranks": 0, "loss_rank_avg": 0.1524161398410797, "step": 4350, "valid_targets_mean": 3689.0, "valid_targets_min": 770 }, { "epoch": 2.4007717750826902, "grad_norm": 0.6082448187662206, "learning_rate": 3.3232669775284926e-05, "loss": 0.2815, "loss_nan_ranks": 0, "loss_rank_avg": 0.14881551265716553, "step": 4355, "valid_targets_mean": 5227.8, "valid_targets_min": 1798 }, { "epoch": 2.4035281146637266, "grad_norm": 0.4675464280366617, "learning_rate": 3.321204429379429e-05, "loss": 0.2725, "loss_nan_ranks": 0, "loss_rank_avg": 0.14512908458709717, "step": 4360, "valid_targets_mean": 5876.1, "valid_targets_min": 3005 }, { "epoch": 2.406284454244763, "grad_norm": 0.46185135244843234, "learning_rate": 3.3191393850886225e-05, "loss": 0.2696, "loss_nan_ranks": 0, "loss_rank_avg": 0.13734814524650574, "step": 4365, "valid_targets_mean": 6019.1, "valid_targets_min": 1679 }, { "epoch": 2.4090407938257994, "grad_norm": 0.5348588994531697, "learning_rate": 3.317071848557544e-05, "loss": 0.278, "loss_nan_ranks": 0, "loss_rank_avg": 0.11896532773971558, "step": 4370, "valid_targets_mean": 3295.9, "valid_targets_min": 1373 }, { "epoch": 2.4117971334068358, "grad_norm": 0.5905424479990715, "learning_rate": 3.315001823692376e-05, "loss": 0.2803, "loss_nan_ranks": 0, "loss_rank_avg": 0.1370130479335785, "step": 4375, "valid_targets_mean": 3851.8, "valid_targets_min": 1950 }, { "epoch": 2.414553472987872, "grad_norm": 0.4762539178113444, "learning_rate": 3.3129293144039995e-05, "loss": 0.2662, "loss_nan_ranks": 0, "loss_rank_avg": 0.13153642416000366, "step": 4380, "valid_targets_mean": 5243.2, "valid_targets_min": 2040 }, { "epoch": 2.4173098125689085, "grad_norm": 0.47043084867500007, "learning_rate": 3.310854324607993e-05, "loss": 0.2711, "loss_nan_ranks": 0, "loss_rank_avg": 0.11843539774417877, "step": 4385, "valid_targets_mean": 4928.8, "valid_targets_min": 1830 }, { "epoch": 2.420066152149945, "grad_norm": 0.500048439405165, "learning_rate": 3.308776858224619e-05, "loss": 0.2827, "loss_nan_ranks": 0, "loss_rank_avg": 0.1450158655643463, "step": 4390, "valid_targets_mean": 4039.6, "valid_targets_min": 2071 }, { "epoch": 2.4228224917309813, "grad_norm": 0.48087801008610814, "learning_rate": 3.3066969191788184e-05, "loss": 0.2769, "loss_nan_ranks": 0, "loss_rank_avg": 0.12331129610538483, "step": 4395, "valid_targets_mean": 4077.1, "valid_targets_min": 2021 }, { "epoch": 2.4255788313120177, "grad_norm": 0.49054437469965273, "learning_rate": 3.304614511400205e-05, "loss": 0.2806, "loss_nan_ranks": 0, "loss_rank_avg": 0.1505330204963684, "step": 4400, "valid_targets_mean": 4889.5, "valid_targets_min": 1498 }, { "epoch": 2.428335170893054, "grad_norm": 0.4495668390980617, "learning_rate": 3.3025296388230564e-05, "loss": 0.2684, "loss_nan_ranks": 0, "loss_rank_avg": 0.1413159966468811, "step": 4405, "valid_targets_mean": 4812.9, "valid_targets_min": 1011 }, { "epoch": 2.4310915104740904, "grad_norm": 0.505754152621846, "learning_rate": 3.300442305386308e-05, "loss": 0.2752, "loss_nan_ranks": 0, "loss_rank_avg": 0.13405068218708038, "step": 4410, "valid_targets_mean": 4664.6, "valid_targets_min": 1934 }, { "epoch": 2.433847850055127, "grad_norm": 0.5534215885194713, "learning_rate": 3.2983525150335414e-05, "loss": 0.2726, "loss_nan_ranks": 0, "loss_rank_avg": 0.16056929528713226, "step": 4415, "valid_targets_mean": 4002.8, "valid_targets_min": 1813 }, { "epoch": 2.436604189636163, "grad_norm": 0.584886934625671, "learning_rate": 3.2962602717129834e-05, "loss": 0.2827, "loss_nan_ranks": 0, "loss_rank_avg": 0.16010001301765442, "step": 4420, "valid_targets_mean": 3818.5, "valid_targets_min": 1587 }, { "epoch": 2.4393605292171996, "grad_norm": 0.5106226436701461, "learning_rate": 3.294165579377493e-05, "loss": 0.2722, "loss_nan_ranks": 0, "loss_rank_avg": 0.12410934269428253, "step": 4425, "valid_targets_mean": 4037.5, "valid_targets_min": 2658 }, { "epoch": 2.442116868798236, "grad_norm": 0.5506137872583496, "learning_rate": 3.292068441984558e-05, "loss": 0.2756, "loss_nan_ranks": 0, "loss_rank_avg": 0.13618406653404236, "step": 4430, "valid_targets_mean": 3588.2, "valid_targets_min": 1267 }, { "epoch": 2.4448732083792724, "grad_norm": 0.5953928316190624, "learning_rate": 3.2899688634962846e-05, "loss": 0.2871, "loss_nan_ranks": 0, "loss_rank_avg": 0.13676932454109192, "step": 4435, "valid_targets_mean": 3418.8, "valid_targets_min": 1692 }, { "epoch": 2.4476295479603087, "grad_norm": 0.5687353164076167, "learning_rate": 3.287866847879389e-05, "loss": 0.2832, "loss_nan_ranks": 0, "loss_rank_avg": 0.1336851269006729, "step": 4440, "valid_targets_mean": 3515.8, "valid_targets_min": 1125 }, { "epoch": 2.450385887541345, "grad_norm": 0.5721182512728366, "learning_rate": 3.285762399105195e-05, "loss": 0.2707, "loss_nan_ranks": 0, "loss_rank_avg": 0.13906799256801605, "step": 4445, "valid_targets_mean": 3526.9, "valid_targets_min": 1437 }, { "epoch": 2.4531422271223815, "grad_norm": 0.5480685644026277, "learning_rate": 3.283655521149623e-05, "loss": 0.2805, "loss_nan_ranks": 0, "loss_rank_avg": 0.13203464448451996, "step": 4450, "valid_targets_mean": 3837.6, "valid_targets_min": 1266 }, { "epoch": 2.455898566703418, "grad_norm": 0.519538844041324, "learning_rate": 3.281546217993181e-05, "loss": 0.2668, "loss_nan_ranks": 0, "loss_rank_avg": 0.11915551126003265, "step": 4455, "valid_targets_mean": 3666.1, "valid_targets_min": 1025 }, { "epoch": 2.4586549062844543, "grad_norm": 0.6190553757852973, "learning_rate": 3.27943449362096e-05, "loss": 0.2554, "loss_nan_ranks": 0, "loss_rank_avg": 0.12359665334224701, "step": 4460, "valid_targets_mean": 2861.6, "valid_targets_min": 1403 }, { "epoch": 2.4614112458654906, "grad_norm": 0.589075486518532, "learning_rate": 3.277320352022624e-05, "loss": 0.2785, "loss_nan_ranks": 0, "loss_rank_avg": 0.15374290943145752, "step": 4465, "valid_targets_mean": 3876.2, "valid_targets_min": 1586 }, { "epoch": 2.464167585446527, "grad_norm": 0.5952165574463202, "learning_rate": 3.275203797192406e-05, "loss": 0.2786, "loss_nan_ranks": 0, "loss_rank_avg": 0.1218034029006958, "step": 4470, "valid_targets_mean": 2824.6, "valid_targets_min": 1274 }, { "epoch": 2.4669239250275634, "grad_norm": 0.457084394026027, "learning_rate": 3.2730848331290984e-05, "loss": 0.2671, "loss_nan_ranks": 0, "loss_rank_avg": 0.11772876977920532, "step": 4475, "valid_targets_mean": 4224.9, "valid_targets_min": 1631 }, { "epoch": 2.4696802646086, "grad_norm": 0.5106255372634201, "learning_rate": 3.270963463836043e-05, "loss": 0.2693, "loss_nan_ranks": 0, "loss_rank_avg": 0.16350074112415314, "step": 4480, "valid_targets_mean": 5064.2, "valid_targets_min": 3082 }, { "epoch": 2.472436604189636, "grad_norm": 0.5592886672495634, "learning_rate": 3.268839693321128e-05, "loss": 0.2598, "loss_nan_ranks": 0, "loss_rank_avg": 0.16275565326213837, "step": 4485, "valid_targets_mean": 3725.6, "valid_targets_min": 1801 }, { "epoch": 2.4751929437706726, "grad_norm": 0.603126267997095, "learning_rate": 3.266713525596776e-05, "loss": 0.2744, "loss_nan_ranks": 0, "loss_rank_avg": 0.15631866455078125, "step": 4490, "valid_targets_mean": 3485.0, "valid_targets_min": 1680 }, { "epoch": 2.477949283351709, "grad_norm": 0.5272710390828589, "learning_rate": 3.2645849646799406e-05, "loss": 0.261, "loss_nan_ranks": 0, "loss_rank_avg": 0.12210951745510101, "step": 4495, "valid_targets_mean": 3653.2, "valid_targets_min": 1590 }, { "epoch": 2.4807056229327453, "grad_norm": 0.526678863464346, "learning_rate": 3.262454014592097e-05, "loss": 0.2666, "loss_nan_ranks": 0, "loss_rank_avg": 0.14927881956100464, "step": 4500, "valid_targets_mean": 4299.8, "valid_targets_min": 2251 }, { "epoch": 2.4834619625137817, "grad_norm": 0.6253533543719939, "learning_rate": 3.260320679359232e-05, "loss": 0.2634, "loss_nan_ranks": 0, "loss_rank_avg": 0.1374313235282898, "step": 4505, "valid_targets_mean": 3100.4, "valid_targets_min": 1456 }, { "epoch": 2.486218302094818, "grad_norm": 0.5849042479272506, "learning_rate": 3.258184963011842e-05, "loss": 0.2692, "loss_nan_ranks": 0, "loss_rank_avg": 0.1283252239227295, "step": 4510, "valid_targets_mean": 3659.6, "valid_targets_min": 1160 }, { "epoch": 2.4889746416758545, "grad_norm": 0.6027198319742977, "learning_rate": 3.2560468695849174e-05, "loss": 0.2647, "loss_nan_ranks": 0, "loss_rank_avg": 0.1237245425581932, "step": 4515, "valid_targets_mean": 2829.0, "valid_targets_min": 1479 }, { "epoch": 2.491730981256891, "grad_norm": 0.5764632429524174, "learning_rate": 3.253906403117945e-05, "loss": 0.2752, "loss_nan_ranks": 0, "loss_rank_avg": 0.1405836045742035, "step": 4520, "valid_targets_mean": 3789.6, "valid_targets_min": 1228 }, { "epoch": 2.4944873208379272, "grad_norm": 0.5563984891705012, "learning_rate": 3.25176356765489e-05, "loss": 0.2717, "loss_nan_ranks": 0, "loss_rank_avg": 0.12148723006248474, "step": 4525, "valid_targets_mean": 3551.9, "valid_targets_min": 1268 }, { "epoch": 2.4972436604189636, "grad_norm": 0.549562653312022, "learning_rate": 3.249618367244197e-05, "loss": 0.2642, "loss_nan_ranks": 0, "loss_rank_avg": 0.1202792227268219, "step": 4530, "valid_targets_mean": 3473.5, "valid_targets_min": 1355 }, { "epoch": 2.5, "grad_norm": 0.5975071320690827, "learning_rate": 3.2474708059387775e-05, "loss": 0.2648, "loss_nan_ranks": 0, "loss_rank_avg": 0.13821253180503845, "step": 4535, "valid_targets_mean": 2919.6, "valid_targets_min": 922 }, { "epoch": 2.5027563395810364, "grad_norm": 0.5632577184943831, "learning_rate": 3.245320887796001e-05, "loss": 0.2707, "loss_nan_ranks": 0, "loss_rank_avg": 0.13934670388698578, "step": 4540, "valid_targets_mean": 4023.8, "valid_targets_min": 1671 }, { "epoch": 2.5055126791620728, "grad_norm": 0.5789046905053755, "learning_rate": 3.2431686168776944e-05, "loss": 0.2665, "loss_nan_ranks": 0, "loss_rank_avg": 0.13213962316513062, "step": 4545, "valid_targets_mean": 3168.5, "valid_targets_min": 1639 }, { "epoch": 2.508269018743109, "grad_norm": 0.5099347302872038, "learning_rate": 3.241013997250126e-05, "loss": 0.259, "loss_nan_ranks": 0, "loss_rank_avg": 0.1415427178144455, "step": 4550, "valid_targets_mean": 4252.4, "valid_targets_min": 1242 }, { "epoch": 2.5110253583241455, "grad_norm": 0.5522632815057266, "learning_rate": 3.2388570329840025e-05, "loss": 0.2741, "loss_nan_ranks": 0, "loss_rank_avg": 0.1261557787656784, "step": 4555, "valid_targets_mean": 4060.6, "valid_targets_min": 729 }, { "epoch": 2.513781697905182, "grad_norm": 0.611673062928991, "learning_rate": 3.236697728154461e-05, "loss": 0.2631, "loss_nan_ranks": 0, "loss_rank_avg": 0.11874519288539886, "step": 4560, "valid_targets_mean": 2941.5, "valid_targets_min": 975 }, { "epoch": 2.5165380374862183, "grad_norm": 0.5838833192142227, "learning_rate": 3.234536086841061e-05, "loss": 0.2635, "loss_nan_ranks": 0, "loss_rank_avg": 0.14937260746955872, "step": 4565, "valid_targets_mean": 5109.2, "valid_targets_min": 2085 }, { "epoch": 2.5192943770672547, "grad_norm": 0.5512299095915336, "learning_rate": 3.232372113127774e-05, "loss": 0.2517, "loss_nan_ranks": 0, "loss_rank_avg": 0.11611886322498322, "step": 4570, "valid_targets_mean": 3116.8, "valid_targets_min": 1649 }, { "epoch": 2.522050716648291, "grad_norm": 0.5448186543026713, "learning_rate": 3.230205811102979e-05, "loss": 0.2735, "loss_nan_ranks": 0, "loss_rank_avg": 0.13560880720615387, "step": 4575, "valid_targets_mean": 4074.8, "valid_targets_min": 1427 }, { "epoch": 2.5248070562293274, "grad_norm": 0.534437224698198, "learning_rate": 3.228037184859456e-05, "loss": 0.2559, "loss_nan_ranks": 0, "loss_rank_avg": 0.12374728918075562, "step": 4580, "valid_targets_mean": 3861.9, "valid_targets_min": 1261 }, { "epoch": 2.527563395810364, "grad_norm": 0.5767029549110786, "learning_rate": 3.2258662384943745e-05, "loss": 0.2756, "loss_nan_ranks": 0, "loss_rank_avg": 0.1584603488445282, "step": 4585, "valid_targets_mean": 4072.1, "valid_targets_min": 2725 }, { "epoch": 2.5303197353914, "grad_norm": 0.5434878768971206, "learning_rate": 3.2236929761092865e-05, "loss": 0.2642, "loss_nan_ranks": 0, "loss_rank_avg": 0.1119743138551712, "step": 4590, "valid_targets_mean": 3464.9, "valid_targets_min": 1217 }, { "epoch": 2.5330760749724366, "grad_norm": 0.5970326998402175, "learning_rate": 3.221517401810121e-05, "loss": 0.2756, "loss_nan_ranks": 0, "loss_rank_avg": 0.1449601948261261, "step": 4595, "valid_targets_mean": 4082.0, "valid_targets_min": 2057 }, { "epoch": 2.535832414553473, "grad_norm": 0.5878789554245125, "learning_rate": 3.219339519707173e-05, "loss": 0.2554, "loss_nan_ranks": 0, "loss_rank_avg": 0.12189297378063202, "step": 4600, "valid_targets_mean": 2729.9, "valid_targets_min": 915 }, { "epoch": 2.5385887541345094, "grad_norm": 0.5465305540384525, "learning_rate": 3.217159333915101e-05, "loss": 0.2771, "loss_nan_ranks": 0, "loss_rank_avg": 0.11429809033870697, "step": 4605, "valid_targets_mean": 3687.0, "valid_targets_min": 1296 }, { "epoch": 2.5413450937155457, "grad_norm": 0.5774697918243201, "learning_rate": 3.214976848552913e-05, "loss": 0.2564, "loss_nan_ranks": 0, "loss_rank_avg": 0.16515560448169708, "step": 4610, "valid_targets_mean": 4240.2, "valid_targets_min": 1499 }, { "epoch": 2.544101433296582, "grad_norm": 0.5560713624594463, "learning_rate": 3.212792067743963e-05, "loss": 0.2505, "loss_nan_ranks": 0, "loss_rank_avg": 0.1467883437871933, "step": 4615, "valid_targets_mean": 4828.5, "valid_targets_min": 2791 }, { "epoch": 2.5468577728776185, "grad_norm": 0.5885622736828782, "learning_rate": 3.21060499561594e-05, "loss": 0.2521, "loss_nan_ranks": 0, "loss_rank_avg": 0.1357017457485199, "step": 4620, "valid_targets_mean": 3344.4, "valid_targets_min": 877 }, { "epoch": 2.549614112458655, "grad_norm": 0.5182897605745844, "learning_rate": 3.208415636300864e-05, "loss": 0.2717, "loss_nan_ranks": 0, "loss_rank_avg": 0.1192808523774147, "step": 4625, "valid_targets_mean": 3746.5, "valid_targets_min": 2654 }, { "epoch": 2.5523704520396913, "grad_norm": 0.5276749356369358, "learning_rate": 3.2062239939350756e-05, "loss": 0.2622, "loss_nan_ranks": 0, "loss_rank_avg": 0.1242235004901886, "step": 4630, "valid_targets_mean": 3960.0, "valid_targets_min": 1084 }, { "epoch": 2.5551267916207276, "grad_norm": 0.5418517526294038, "learning_rate": 3.204030072659229e-05, "loss": 0.2657, "loss_nan_ranks": 0, "loss_rank_avg": 0.14493471384048462, "step": 4635, "valid_targets_mean": 5284.0, "valid_targets_min": 1565 }, { "epoch": 2.557883131201764, "grad_norm": 0.5868346221194314, "learning_rate": 3.201833876618281e-05, "loss": 0.2654, "loss_nan_ranks": 0, "loss_rank_avg": 0.15977177023887634, "step": 4640, "valid_targets_mean": 4159.5, "valid_targets_min": 2492 }, { "epoch": 2.5606394707828004, "grad_norm": 0.5529897695229956, "learning_rate": 3.199635409961491e-05, "loss": 0.2716, "loss_nan_ranks": 0, "loss_rank_avg": 0.16260987520217896, "step": 4645, "valid_targets_mean": 4593.1, "valid_targets_min": 1546 }, { "epoch": 2.563395810363837, "grad_norm": 0.5681004659729655, "learning_rate": 3.197434676842404e-05, "loss": 0.2658, "loss_nan_ranks": 0, "loss_rank_avg": 0.12388027459383011, "step": 4650, "valid_targets_mean": 3282.5, "valid_targets_min": 1350 }, { "epoch": 2.566152149944873, "grad_norm": 0.49436033993167217, "learning_rate": 3.19523168141885e-05, "loss": 0.2576, "loss_nan_ranks": 0, "loss_rank_avg": 0.1363145112991333, "step": 4655, "valid_targets_mean": 5273.9, "valid_targets_min": 2339 }, { "epoch": 2.5689084895259096, "grad_norm": 0.5473249402573735, "learning_rate": 3.193026427852932e-05, "loss": 0.2544, "loss_nan_ranks": 0, "loss_rank_avg": 0.12649378180503845, "step": 4660, "valid_targets_mean": 4047.0, "valid_targets_min": 2008 }, { "epoch": 2.571664829106946, "grad_norm": 0.5619898696826447, "learning_rate": 3.190818920311018e-05, "loss": 0.2528, "loss_nan_ranks": 0, "loss_rank_avg": 0.15290437638759613, "step": 4665, "valid_targets_mean": 4831.5, "valid_targets_min": 1728 }, { "epoch": 2.5744211686879823, "grad_norm": 0.6122682506629524, "learning_rate": 3.1886091629637376e-05, "loss": 0.2553, "loss_nan_ranks": 0, "loss_rank_avg": 0.1224728524684906, "step": 4670, "valid_targets_mean": 3047.1, "valid_targets_min": 1457 }, { "epoch": 2.5771775082690187, "grad_norm": 0.5884348410151253, "learning_rate": 3.186397159985967e-05, "loss": 0.2456, "loss_nan_ranks": 0, "loss_rank_avg": 0.138324573636055, "step": 4675, "valid_targets_mean": 4615.9, "valid_targets_min": 1280 }, { "epoch": 2.579933847850055, "grad_norm": 0.5494103454446826, "learning_rate": 3.1841829155568284e-05, "loss": 0.2452, "loss_nan_ranks": 0, "loss_rank_avg": 0.10916861891746521, "step": 4680, "valid_targets_mean": 3367.5, "valid_targets_min": 1420 }, { "epoch": 2.5826901874310915, "grad_norm": 0.5748191435392036, "learning_rate": 3.181966433859676e-05, "loss": 0.2538, "loss_nan_ranks": 0, "loss_rank_avg": 0.15969008207321167, "step": 4685, "valid_targets_mean": 4477.8, "valid_targets_min": 1763 }, { "epoch": 2.585446527012128, "grad_norm": 0.6624266718173617, "learning_rate": 3.179747719082094e-05, "loss": 0.2706, "loss_nan_ranks": 0, "loss_rank_avg": 0.1552642285823822, "step": 4690, "valid_targets_mean": 3284.8, "valid_targets_min": 1175 }, { "epoch": 2.5882028665931642, "grad_norm": 0.48852172194169297, "learning_rate": 3.1775267754158824e-05, "loss": 0.2627, "loss_nan_ranks": 0, "loss_rank_avg": 0.1174711361527443, "step": 4695, "valid_targets_mean": 4651.1, "valid_targets_min": 2544 }, { "epoch": 2.5909592061742006, "grad_norm": 0.6805815220755985, "learning_rate": 3.1753036070570554e-05, "loss": 0.2626, "loss_nan_ranks": 0, "loss_rank_avg": 0.16039074957370758, "step": 4700, "valid_targets_mean": 3827.2, "valid_targets_min": 1242 }, { "epoch": 2.593715545755237, "grad_norm": 0.5281262423044831, "learning_rate": 3.1730782182058255e-05, "loss": 0.2558, "loss_nan_ranks": 0, "loss_rank_avg": 0.129986971616745, "step": 4705, "valid_targets_mean": 4398.1, "valid_targets_min": 1851 }, { "epoch": 2.5964718853362734, "grad_norm": 0.5467471602528055, "learning_rate": 3.170850613066607e-05, "loss": 0.255, "loss_nan_ranks": 0, "loss_rank_avg": 0.143656387925148, "step": 4710, "valid_targets_mean": 3830.4, "valid_targets_min": 1949 }, { "epoch": 2.5992282249173098, "grad_norm": 0.5023088114488351, "learning_rate": 3.168620795847994e-05, "loss": 0.2481, "loss_nan_ranks": 0, "loss_rank_avg": 0.1077934131026268, "step": 4715, "valid_targets_mean": 3330.5, "valid_targets_min": 1247 }, { "epoch": 2.601984564498346, "grad_norm": 0.48528689588553625, "learning_rate": 3.1663887707627666e-05, "loss": 0.2548, "loss_nan_ranks": 0, "loss_rank_avg": 0.11805665493011475, "step": 4720, "valid_targets_mean": 4298.8, "valid_targets_min": 1143 }, { "epoch": 2.6047409040793825, "grad_norm": 0.555162458448305, "learning_rate": 3.164154542027872e-05, "loss": 0.2552, "loss_nan_ranks": 0, "loss_rank_avg": 0.12123659253120422, "step": 4725, "valid_targets_mean": 3224.0, "valid_targets_min": 1424 }, { "epoch": 2.607497243660419, "grad_norm": 0.547601941814992, "learning_rate": 3.161918113864423e-05, "loss": 0.2551, "loss_nan_ranks": 0, "loss_rank_avg": 0.14641651511192322, "step": 4730, "valid_targets_mean": 4420.4, "valid_targets_min": 1706 }, { "epoch": 2.6102535832414553, "grad_norm": 0.6758742005846232, "learning_rate": 3.159679490497686e-05, "loss": 0.2509, "loss_nan_ranks": 0, "loss_rank_avg": 0.08945570886135101, "step": 4735, "valid_targets_mean": 2927.4, "valid_targets_min": 1299 }, { "epoch": 2.6130099228224917, "grad_norm": 0.5928386902365377, "learning_rate": 3.157438676157075e-05, "loss": 0.2729, "loss_nan_ranks": 0, "loss_rank_avg": 0.11042401194572449, "step": 4740, "valid_targets_mean": 3006.4, "valid_targets_min": 1961 }, { "epoch": 2.615766262403528, "grad_norm": 0.536198783776861, "learning_rate": 3.1551956750761444e-05, "loss": 0.2643, "loss_nan_ranks": 0, "loss_rank_avg": 0.15939512848854065, "step": 4745, "valid_targets_mean": 4881.2, "valid_targets_min": 1053 }, { "epoch": 2.6185226019845644, "grad_norm": 0.569498442551076, "learning_rate": 3.15295049149258e-05, "loss": 0.2656, "loss_nan_ranks": 0, "loss_rank_avg": 0.14446908235549927, "step": 4750, "valid_targets_mean": 3521.1, "valid_targets_min": 1609 }, { "epoch": 2.621278941565601, "grad_norm": 0.549336909715908, "learning_rate": 3.15070312964819e-05, "loss": 0.2719, "loss_nan_ranks": 0, "loss_rank_avg": 0.1096280962228775, "step": 4755, "valid_targets_mean": 3525.4, "valid_targets_min": 720 }, { "epoch": 2.624035281146637, "grad_norm": 0.5478506496631415, "learning_rate": 3.148453593788899e-05, "loss": 0.2594, "loss_nan_ranks": 0, "loss_rank_avg": 0.13057929277420044, "step": 4760, "valid_targets_mean": 3893.9, "valid_targets_min": 1623 }, { "epoch": 2.6267916207276736, "grad_norm": 0.5339890629644338, "learning_rate": 3.146201888164738e-05, "loss": 0.2692, "loss_nan_ranks": 0, "loss_rank_avg": 0.1291407346725464, "step": 4765, "valid_targets_mean": 4168.8, "valid_targets_min": 1380 }, { "epoch": 2.62954796030871, "grad_norm": 0.6168444703763231, "learning_rate": 3.143948017029838e-05, "loss": 0.2729, "loss_nan_ranks": 0, "loss_rank_avg": 0.1310538351535797, "step": 4770, "valid_targets_mean": 3230.8, "valid_targets_min": 995 }, { "epoch": 2.6323042998897463, "grad_norm": 0.5386223611000888, "learning_rate": 3.141691984642421e-05, "loss": 0.2575, "loss_nan_ranks": 0, "loss_rank_avg": 0.09724453091621399, "step": 4775, "valid_targets_mean": 2951.9, "valid_targets_min": 1186 }, { "epoch": 2.6350606394707827, "grad_norm": 0.5557605337049826, "learning_rate": 3.139433795264791e-05, "loss": 0.2622, "loss_nan_ranks": 0, "loss_rank_avg": 0.15454351902008057, "step": 4780, "valid_targets_mean": 3578.2, "valid_targets_min": 1194 }, { "epoch": 2.637816979051819, "grad_norm": 0.6153083085196538, "learning_rate": 3.137173453163332e-05, "loss": 0.2635, "loss_nan_ranks": 0, "loss_rank_avg": 0.12959834933280945, "step": 4785, "valid_targets_mean": 2691.1, "valid_targets_min": 884 }, { "epoch": 2.6405733186328555, "grad_norm": 0.5662174640494001, "learning_rate": 3.134910962608487e-05, "loss": 0.2656, "loss_nan_ranks": 0, "loss_rank_avg": 0.1241687536239624, "step": 4790, "valid_targets_mean": 3355.0, "valid_targets_min": 813 }, { "epoch": 2.643329658213892, "grad_norm": 0.5607899763778619, "learning_rate": 3.132646327874766e-05, "loss": 0.264, "loss_nan_ranks": 0, "loss_rank_avg": 0.11414383351802826, "step": 4795, "valid_targets_mean": 3605.6, "valid_targets_min": 2165 }, { "epoch": 2.6460859977949283, "grad_norm": 0.48190331769308214, "learning_rate": 3.130379553240726e-05, "loss": 0.2442, "loss_nan_ranks": 0, "loss_rank_avg": 0.14459747076034546, "step": 4800, "valid_targets_mean": 5464.9, "valid_targets_min": 3020 }, { "epoch": 2.6488423373759646, "grad_norm": 0.6468866298642583, "learning_rate": 3.1281106429889655e-05, "loss": 0.2579, "loss_nan_ranks": 0, "loss_rank_avg": 0.12449154257774353, "step": 4805, "valid_targets_mean": 3293.8, "valid_targets_min": 1434 }, { "epoch": 2.651598676957001, "grad_norm": 0.6094053154279868, "learning_rate": 3.125839601406123e-05, "loss": 0.2492, "loss_nan_ranks": 0, "loss_rank_avg": 0.12536941468715668, "step": 4810, "valid_targets_mean": 3257.8, "valid_targets_min": 1071 }, { "epoch": 2.6543550165380374, "grad_norm": 0.5712572263970925, "learning_rate": 3.123566432782858e-05, "loss": 0.259, "loss_nan_ranks": 0, "loss_rank_avg": 0.10148803889751434, "step": 4815, "valid_targets_mean": 3140.2, "valid_targets_min": 978 }, { "epoch": 2.657111356119074, "grad_norm": 0.604952751529664, "learning_rate": 3.121291141413853e-05, "loss": 0.2556, "loss_nan_ranks": 0, "loss_rank_avg": 0.1431146264076233, "step": 4820, "valid_targets_mean": 4568.9, "valid_targets_min": 2363 }, { "epoch": 2.65986769570011, "grad_norm": 0.5377599516503931, "learning_rate": 3.1190137315977976e-05, "loss": 0.2649, "loss_nan_ranks": 0, "loss_rank_avg": 0.13327714800834656, "step": 4825, "valid_targets_mean": 4992.5, "valid_targets_min": 3135 }, { "epoch": 2.6626240352811466, "grad_norm": 0.6119262254182417, "learning_rate": 3.116734207637386e-05, "loss": 0.2521, "loss_nan_ranks": 0, "loss_rank_avg": 0.15674933791160583, "step": 4830, "valid_targets_mean": 4028.0, "valid_targets_min": 2136 }, { "epoch": 2.665380374862183, "grad_norm": 0.5611207556589975, "learning_rate": 3.114452573839306e-05, "loss": 0.256, "loss_nan_ranks": 0, "loss_rank_avg": 0.1284465491771698, "step": 4835, "valid_targets_mean": 3603.0, "valid_targets_min": 2009 }, { "epoch": 2.6681367144432193, "grad_norm": 0.6171337393789802, "learning_rate": 3.112168834514231e-05, "loss": 0.258, "loss_nan_ranks": 0, "loss_rank_avg": 0.14494982361793518, "step": 4840, "valid_targets_mean": 3787.1, "valid_targets_min": 1082 }, { "epoch": 2.6708930540242557, "grad_norm": 0.5468485046969078, "learning_rate": 3.1098829939768134e-05, "loss": 0.248, "loss_nan_ranks": 0, "loss_rank_avg": 0.12874338030815125, "step": 4845, "valid_targets_mean": 3678.5, "valid_targets_min": 1614 }, { "epoch": 2.673649393605292, "grad_norm": 0.5768706031407824, "learning_rate": 3.107595056545675e-05, "loss": 0.2415, "loss_nan_ranks": 0, "loss_rank_avg": 0.1188037246465683, "step": 4850, "valid_targets_mean": 3374.5, "valid_targets_min": 1190 }, { "epoch": 2.6764057331863285, "grad_norm": 0.5192595082000558, "learning_rate": 3.1053050265433975e-05, "loss": 0.2489, "loss_nan_ranks": 0, "loss_rank_avg": 0.13302139937877655, "step": 4855, "valid_targets_mean": 4725.9, "valid_targets_min": 2081 }, { "epoch": 2.679162072767365, "grad_norm": 0.5643689010657639, "learning_rate": 3.103012908296519e-05, "loss": 0.2492, "loss_nan_ranks": 0, "loss_rank_avg": 0.15316656231880188, "step": 4860, "valid_targets_mean": 4228.9, "valid_targets_min": 2782 }, { "epoch": 2.6819184123484012, "grad_norm": 0.5319588903673653, "learning_rate": 3.100718706135521e-05, "loss": 0.236, "loss_nan_ranks": 0, "loss_rank_avg": 0.10256774723529816, "step": 4865, "valid_targets_mean": 4030.4, "valid_targets_min": 1244 }, { "epoch": 2.6846747519294376, "grad_norm": 0.5407009916326783, "learning_rate": 3.098422424394824e-05, "loss": 0.2406, "loss_nan_ranks": 0, "loss_rank_avg": 0.10410472750663757, "step": 4870, "valid_targets_mean": 3429.5, "valid_targets_min": 1483 }, { "epoch": 2.687431091510474, "grad_norm": 0.5494062433076609, "learning_rate": 3.096124067412774e-05, "loss": 0.2507, "loss_nan_ranks": 0, "loss_rank_avg": 0.13365547358989716, "step": 4875, "valid_targets_mean": 4149.5, "valid_targets_min": 1502 }, { "epoch": 2.6901874310915104, "grad_norm": 0.515736792895505, "learning_rate": 3.093823639531641e-05, "loss": 0.246, "loss_nan_ranks": 0, "loss_rank_avg": 0.0966002494096756, "step": 4880, "valid_targets_mean": 3779.1, "valid_targets_min": 1522 }, { "epoch": 2.6929437706725468, "grad_norm": 0.6204347160197397, "learning_rate": 3.091521145097606e-05, "loss": 0.2725, "loss_nan_ranks": 0, "loss_rank_avg": 0.14043346047401428, "step": 4885, "valid_targets_mean": 3240.9, "valid_targets_min": 1312 }, { "epoch": 2.695700110253583, "grad_norm": 0.6111064265339511, "learning_rate": 3.0892165884607545e-05, "loss": 0.2451, "loss_nan_ranks": 0, "loss_rank_avg": 0.13614505529403687, "step": 4890, "valid_targets_mean": 5018.9, "valid_targets_min": 2731 }, { "epoch": 2.6984564498346195, "grad_norm": 0.5756767165989757, "learning_rate": 3.086909973975069e-05, "loss": 0.246, "loss_nan_ranks": 0, "loss_rank_avg": 0.1301257312297821, "step": 4895, "valid_targets_mean": 4021.8, "valid_targets_min": 1748 }, { "epoch": 2.701212789415656, "grad_norm": 0.5649775223407608, "learning_rate": 3.084601305998419e-05, "loss": 0.2448, "loss_nan_ranks": 0, "loss_rank_avg": 0.10901471972465515, "step": 4900, "valid_targets_mean": 3414.4, "valid_targets_min": 2151 }, { "epoch": 2.7039691289966923, "grad_norm": 0.6590650191489065, "learning_rate": 3.082290588892553e-05, "loss": 0.2531, "loss_nan_ranks": 0, "loss_rank_avg": 0.1241842657327652, "step": 4905, "valid_targets_mean": 3216.1, "valid_targets_min": 2041 }, { "epoch": 2.7067254685777287, "grad_norm": 0.5908389923339759, "learning_rate": 3.079977827023092e-05, "loss": 0.2549, "loss_nan_ranks": 0, "loss_rank_avg": 0.10504922270774841, "step": 4910, "valid_targets_mean": 2650.9, "valid_targets_min": 1233 }, { "epoch": 2.709481808158765, "grad_norm": 0.5326638753476255, "learning_rate": 3.077663024759521e-05, "loss": 0.2534, "loss_nan_ranks": 0, "loss_rank_avg": 0.11452393233776093, "step": 4915, "valid_targets_mean": 3692.6, "valid_targets_min": 1382 }, { "epoch": 2.7122381477398014, "grad_norm": 0.5674713293788852, "learning_rate": 3.075346186475178e-05, "loss": 0.2525, "loss_nan_ranks": 0, "loss_rank_avg": 0.11910741776227951, "step": 4920, "valid_targets_mean": 3760.1, "valid_targets_min": 1800 }, { "epoch": 2.714994487320838, "grad_norm": 0.629060355735984, "learning_rate": 3.0730273165472486e-05, "loss": 0.252, "loss_nan_ranks": 0, "loss_rank_avg": 0.11711858212947845, "step": 4925, "valid_targets_mean": 3108.4, "valid_targets_min": 2324 }, { "epoch": 2.717750826901874, "grad_norm": 0.6362370704485214, "learning_rate": 3.070706419356756e-05, "loss": 0.2492, "loss_nan_ranks": 0, "loss_rank_avg": 0.12467217445373535, "step": 4930, "valid_targets_mean": 3552.0, "valid_targets_min": 1211 }, { "epoch": 2.7205071664829106, "grad_norm": 0.484617419374427, "learning_rate": 3.0683834992885535e-05, "loss": 0.1753, "loss_nan_ranks": 0, "loss_rank_avg": 0.07266230881214142, "step": 4935, "valid_targets_mean": 2719.9, "valid_targets_min": 540 }, { "epoch": 2.723263506063947, "grad_norm": 0.36340033482200335, "learning_rate": 3.066058560731319e-05, "loss": 0.1051, "loss_nan_ranks": 0, "loss_rank_avg": 0.04052020609378815, "step": 4940, "valid_targets_mean": 3632.6, "valid_targets_min": 2726 }, { "epoch": 2.7260198456449833, "grad_norm": 0.3844706426070914, "learning_rate": 3.0637316080775396e-05, "loss": 0.0996, "loss_nan_ranks": 0, "loss_rank_avg": 0.03910723328590393, "step": 4945, "valid_targets_mean": 3739.5, "valid_targets_min": 2923 }, { "epoch": 2.7287761852260197, "grad_norm": 0.3978349019971758, "learning_rate": 3.0614026457235114e-05, "loss": 0.1105, "loss_nan_ranks": 0, "loss_rank_avg": 0.0680786669254303, "step": 4950, "valid_targets_mean": 3755.0, "valid_targets_min": 2940 }, { "epoch": 2.731532524807056, "grad_norm": 0.41834367276524304, "learning_rate": 3.059071678069324e-05, "loss": 0.0955, "loss_nan_ranks": 0, "loss_rank_avg": 0.0548199787735939, "step": 4955, "valid_targets_mean": 2684.9, "valid_targets_min": 557 }, { "epoch": 2.7342888643880925, "grad_norm": 0.38274555687844236, "learning_rate": 3.0567387095188586e-05, "loss": 0.1026, "loss_nan_ranks": 0, "loss_rank_avg": 0.049349404871463776, "step": 4960, "valid_targets_mean": 2843.5, "valid_targets_min": 997 }, { "epoch": 2.737045203969129, "grad_norm": 0.6684986233211074, "learning_rate": 3.054403744479774e-05, "loss": 0.1626, "loss_nan_ranks": 0, "loss_rank_avg": 0.09795743227005005, "step": 4965, "valid_targets_mean": 1788.0, "valid_targets_min": 920 }, { "epoch": 2.7398015435501653, "grad_norm": 0.3769134875178669, "learning_rate": 3.0520667873635044e-05, "loss": 0.1006, "loss_nan_ranks": 0, "loss_rank_avg": 0.044134922325611115, "step": 4970, "valid_targets_mean": 3279.5, "valid_targets_min": 1032 }, { "epoch": 2.7425578831312016, "grad_norm": 0.5267375228143274, "learning_rate": 3.0497278425852445e-05, "loss": 0.1242, "loss_nan_ranks": 0, "loss_rank_avg": 0.1012573316693306, "step": 4975, "valid_targets_mean": 2088.2, "valid_targets_min": 878 }, { "epoch": 2.745314222712238, "grad_norm": 0.22560318021537637, "learning_rate": 3.0473869145639453e-05, "loss": 0.1209, "loss_nan_ranks": 0, "loss_rank_avg": 0.03094373643398285, "step": 4980, "valid_targets_mean": 5159.8, "valid_targets_min": 3479 }, { "epoch": 2.7480705622932744, "grad_norm": 0.32871994652241737, "learning_rate": 3.0450440077223037e-05, "loss": 0.0929, "loss_nan_ranks": 0, "loss_rank_avg": 0.031137222424149513, "step": 4985, "valid_targets_mean": 3110.0, "valid_targets_min": 760 }, { "epoch": 2.750826901874311, "grad_norm": 0.3460274320735208, "learning_rate": 3.0426991264867586e-05, "loss": 0.0983, "loss_nan_ranks": 0, "loss_rank_avg": 0.041986722499132156, "step": 4990, "valid_targets_mean": 3693.5, "valid_targets_min": 768 }, { "epoch": 2.753583241455347, "grad_norm": 0.44365402500803014, "learning_rate": 3.0403522752874754e-05, "loss": 0.0984, "loss_nan_ranks": 0, "loss_rank_avg": 0.05000906437635422, "step": 4995, "valid_targets_mean": 2497.2, "valid_targets_min": 489 }, { "epoch": 2.7563395810363835, "grad_norm": 0.3005265483160692, "learning_rate": 3.0380034585583425e-05, "loss": 0.1414, "loss_nan_ranks": 0, "loss_rank_avg": 0.0402534194290638, "step": 5000, "valid_targets_mean": 4180.9, "valid_targets_min": 1952 }, { "epoch": 2.75909592061742, "grad_norm": 0.2828095033046206, "learning_rate": 3.0356526807369624e-05, "loss": 0.0923, "loss_nan_ranks": 0, "loss_rank_avg": 0.040765151381492615, "step": 5005, "valid_targets_mean": 3900.0, "valid_targets_min": 3681 }, { "epoch": 2.7618522601984563, "grad_norm": 0.39548418107712213, "learning_rate": 3.0332999462646414e-05, "loss": 0.1079, "loss_nan_ranks": 0, "loss_rank_avg": 0.05122110992670059, "step": 5010, "valid_targets_mean": 2939.8, "valid_targets_min": 836 }, { "epoch": 2.7646085997794927, "grad_norm": 0.33673619595360027, "learning_rate": 3.030945259586385e-05, "loss": 0.0863, "loss_nan_ranks": 0, "loss_rank_avg": 0.04271479696035385, "step": 5015, "valid_targets_mean": 3101.9, "valid_targets_min": 858 }, { "epoch": 2.767364939360529, "grad_norm": 0.5614426253462308, "learning_rate": 3.0285886251508842e-05, "loss": 0.1066, "loss_nan_ranks": 0, "loss_rank_avg": 0.054506585001945496, "step": 5020, "valid_targets_mean": 1645.6, "valid_targets_min": 512 }, { "epoch": 2.7701212789415655, "grad_norm": 0.451923883880089, "learning_rate": 3.026230047410511e-05, "loss": 0.1097, "loss_nan_ranks": 0, "loss_rank_avg": 0.044937796890735626, "step": 5025, "valid_targets_mean": 2134.5, "valid_targets_min": 586 }, { "epoch": 2.772877618522602, "grad_norm": 0.39242261781894094, "learning_rate": 3.0238695308213086e-05, "loss": 0.113, "loss_nan_ranks": 0, "loss_rank_avg": 0.05756910890340805, "step": 5030, "valid_targets_mean": 3461.8, "valid_targets_min": 2907 }, { "epoch": 2.775633958103638, "grad_norm": 0.401946683443002, "learning_rate": 3.0215070798429837e-05, "loss": 0.1157, "loss_nan_ranks": 0, "loss_rank_avg": 0.07013443857431412, "step": 5035, "valid_targets_mean": 3035.8, "valid_targets_min": 1335 }, { "epoch": 2.7783902976846746, "grad_norm": 0.3776853577022536, "learning_rate": 3.0191426989388985e-05, "loss": 0.1479, "loss_nan_ranks": 0, "loss_rank_avg": 0.05581440031528473, "step": 5040, "valid_targets_mean": 3608.2, "valid_targets_min": 2411 }, { "epoch": 2.781146637265711, "grad_norm": 0.36612802245621856, "learning_rate": 3.0167763925760592e-05, "loss": 0.094, "loss_nan_ranks": 0, "loss_rank_avg": 0.05209590494632721, "step": 5045, "valid_targets_mean": 3239.6, "valid_targets_min": 665 }, { "epoch": 2.7839029768467474, "grad_norm": 0.6452629242891981, "learning_rate": 3.0144081652251107e-05, "loss": 0.1151, "loss_nan_ranks": 0, "loss_rank_avg": 0.07512808591127396, "step": 5050, "valid_targets_mean": 1610.0, "valid_targets_min": 698 }, { "epoch": 2.7866593164277838, "grad_norm": 0.5811784776793605, "learning_rate": 3.012038021360328e-05, "loss": 0.1359, "loss_nan_ranks": 0, "loss_rank_avg": 0.07257714867591858, "step": 5055, "valid_targets_mean": 1275.4, "valid_targets_min": 173 }, { "epoch": 2.78941565600882, "grad_norm": 0.3654484812715468, "learning_rate": 3.0096659654596064e-05, "loss": 0.1156, "loss_nan_ranks": 0, "loss_rank_avg": 0.05093298852443695, "step": 5060, "valid_targets_mean": 3774.6, "valid_targets_min": 2819 }, { "epoch": 2.7921719955898565, "grad_norm": 0.4682017072379619, "learning_rate": 3.0072920020044533e-05, "loss": 0.1627, "loss_nan_ranks": 0, "loss_rank_avg": 0.14800626039505005, "step": 5065, "valid_targets_mean": 3735.9, "valid_targets_min": 3094 }, { "epoch": 2.794928335170893, "grad_norm": 0.39881180206456995, "learning_rate": 3.00491613547998e-05, "loss": 0.2548, "loss_nan_ranks": 0, "loss_rank_avg": 0.04761160537600517, "step": 5070, "valid_targets_mean": 3513.1, "valid_targets_min": 1924 }, { "epoch": 2.7976846747519293, "grad_norm": 0.499012108121896, "learning_rate": 3.002538370374894e-05, "loss": 0.1185, "loss_nan_ranks": 0, "loss_rank_avg": 0.06343312561511993, "step": 5075, "valid_targets_mean": 1947.0, "valid_targets_min": 815 }, { "epoch": 2.8004410143329657, "grad_norm": 0.42926051453139163, "learning_rate": 3.000158711181489e-05, "loss": 0.1124, "loss_nan_ranks": 0, "loss_rank_avg": 0.07281750440597534, "step": 5080, "valid_targets_mean": 2904.6, "valid_targets_min": 959 }, { "epoch": 2.803197353914002, "grad_norm": 0.3418633762717022, "learning_rate": 2.997777162395638e-05, "loss": 0.1981, "loss_nan_ranks": 0, "loss_rank_avg": 0.04314558953046799, "step": 5085, "valid_targets_mean": 4504.0, "valid_targets_min": 2253 }, { "epoch": 2.8059536934950384, "grad_norm": 0.3511804434923005, "learning_rate": 2.9953937285167827e-05, "loss": 0.0953, "loss_nan_ranks": 0, "loss_rank_avg": 0.0781187191605568, "step": 5090, "valid_targets_mean": 4589.0, "valid_targets_min": 3860 }, { "epoch": 2.808710033076075, "grad_norm": 0.39648432429000097, "learning_rate": 2.993008414047928e-05, "loss": 0.1036, "loss_nan_ranks": 0, "loss_rank_avg": 0.056735169142484665, "step": 5095, "valid_targets_mean": 3729.4, "valid_targets_min": 510 }, { "epoch": 2.811466372657111, "grad_norm": 0.3206254634215307, "learning_rate": 2.9906212234956302e-05, "loss": 0.1062, "loss_nan_ranks": 0, "loss_rank_avg": 0.038246236741542816, "step": 5100, "valid_targets_mean": 4107.1, "valid_targets_min": 3247 }, { "epoch": 2.8142227122381476, "grad_norm": 0.3303819279046746, "learning_rate": 2.9882321613699905e-05, "loss": 0.0951, "loss_nan_ranks": 0, "loss_rank_avg": 0.04678600654006004, "step": 5105, "valid_targets_mean": 4856.0, "valid_targets_min": 3351 }, { "epoch": 2.8169790518191844, "grad_norm": 0.36710495589327674, "learning_rate": 2.9858412321846467e-05, "loss": 0.0958, "loss_nan_ranks": 0, "loss_rank_avg": 0.05426638945937157, "step": 5110, "valid_targets_mean": 3239.2, "valid_targets_min": 1866 }, { "epoch": 2.8197353914002203, "grad_norm": 0.4459394143461181, "learning_rate": 2.983448440456764e-05, "loss": 0.1001, "loss_nan_ranks": 0, "loss_rank_avg": 0.057131651788949966, "step": 5115, "valid_targets_mean": 2683.0, "valid_targets_min": 2126 }, { "epoch": 2.822491730981257, "grad_norm": 0.4037021159892385, "learning_rate": 2.9810537907070256e-05, "loss": 0.0846, "loss_nan_ranks": 0, "loss_rank_avg": 0.03479522466659546, "step": 5120, "valid_targets_mean": 2194.0, "valid_targets_min": 594 }, { "epoch": 2.825248070562293, "grad_norm": 0.5707432738418996, "learning_rate": 2.9786572874596254e-05, "loss": 0.1556, "loss_nan_ranks": 0, "loss_rank_avg": 0.07945086807012558, "step": 5125, "valid_targets_mean": 2108.0, "valid_targets_min": 703 }, { "epoch": 2.82800441014333, "grad_norm": 0.36061410471145355, "learning_rate": 2.976258935242259e-05, "loss": 0.0775, "loss_nan_ranks": 0, "loss_rank_avg": 0.03625667840242386, "step": 5130, "valid_targets_mean": 2886.8, "valid_targets_min": 469 }, { "epoch": 2.830760749724366, "grad_norm": 0.4167817990911004, "learning_rate": 2.9738587385861164e-05, "loss": 0.0926, "loss_nan_ranks": 0, "loss_rank_avg": 0.04535949230194092, "step": 5135, "valid_targets_mean": 1476.8, "valid_targets_min": 613 }, { "epoch": 2.8335170893054027, "grad_norm": 0.3272637552576123, "learning_rate": 2.9714567020258712e-05, "loss": 0.0838, "loss_nan_ranks": 0, "loss_rank_avg": 0.04203474149107933, "step": 5140, "valid_targets_mean": 4232.9, "valid_targets_min": 3120 }, { "epoch": 2.8362734288864386, "grad_norm": 0.40643917658457357, "learning_rate": 2.9690528300996725e-05, "loss": 0.1041, "loss_nan_ranks": 0, "loss_rank_avg": 0.10844376683235168, "step": 5145, "valid_targets_mean": 2670.0, "valid_targets_min": 790 }, { "epoch": 2.8390297684674755, "grad_norm": 0.33205106432354825, "learning_rate": 2.9666471273491382e-05, "loss": 0.1273, "loss_nan_ranks": 0, "loss_rank_avg": 0.04660022258758545, "step": 5150, "valid_targets_mean": 3183.9, "valid_targets_min": 724 }, { "epoch": 2.8417861080485114, "grad_norm": 0.5801973370970757, "learning_rate": 2.9642395983193452e-05, "loss": 0.1297, "loss_nan_ranks": 0, "loss_rank_avg": 0.051767781376838684, "step": 5155, "valid_targets_mean": 1333.8, "valid_targets_min": 685 }, { "epoch": 2.844542447629548, "grad_norm": 0.6311876963306967, "learning_rate": 2.961830247558819e-05, "loss": 0.1127, "loss_nan_ranks": 0, "loss_rank_avg": 0.08383244276046753, "step": 5160, "valid_targets_mean": 1587.6, "valid_targets_min": 660 }, { "epoch": 2.847298787210584, "grad_norm": 0.46338754856694236, "learning_rate": 2.9594190796195295e-05, "loss": 0.125, "loss_nan_ranks": 0, "loss_rank_avg": 0.05817720293998718, "step": 5165, "valid_targets_mean": 2035.5, "valid_targets_min": 827 }, { "epoch": 2.850055126791621, "grad_norm": 0.3473892682341388, "learning_rate": 2.957006099056878e-05, "loss": 0.1396, "loss_nan_ranks": 0, "loss_rank_avg": 0.05253785848617554, "step": 5170, "valid_targets_mean": 3783.5, "valid_targets_min": 2431 }, { "epoch": 2.852811466372657, "grad_norm": 0.3634166889255431, "learning_rate": 2.9545913104296898e-05, "loss": 0.1051, "loss_nan_ranks": 0, "loss_rank_avg": 0.04488586261868477, "step": 5175, "valid_targets_mean": 3359.5, "valid_targets_min": 1344 }, { "epoch": 2.8555678059536937, "grad_norm": 0.4021918478544107, "learning_rate": 2.9521747183002086e-05, "loss": 0.1231, "loss_nan_ranks": 0, "loss_rank_avg": 0.03999020904302597, "step": 5180, "valid_targets_mean": 2813.1, "valid_targets_min": 751 }, { "epoch": 2.8583241455347297, "grad_norm": 0.421893271489034, "learning_rate": 2.9497563272340834e-05, "loss": 0.108, "loss_nan_ranks": 0, "loss_rank_avg": 0.04774616286158562, "step": 5185, "valid_targets_mean": 1752.9, "valid_targets_min": 482 }, { "epoch": 2.8610804851157665, "grad_norm": 0.43134934300121197, "learning_rate": 2.947336141800363e-05, "loss": 0.0959, "loss_nan_ranks": 0, "loss_rank_avg": 0.04139981418848038, "step": 5190, "valid_targets_mean": 3314.1, "valid_targets_min": 805 }, { "epoch": 2.8638368246968025, "grad_norm": 0.25865470151829983, "learning_rate": 2.9449141665714846e-05, "loss": 0.0956, "loss_nan_ranks": 0, "loss_rank_avg": 0.037146370857954025, "step": 5195, "valid_targets_mean": 5540.6, "valid_targets_min": 5089 }, { "epoch": 2.8665931642778393, "grad_norm": 0.4177903034539172, "learning_rate": 2.9424904061232687e-05, "loss": 0.0967, "loss_nan_ranks": 0, "loss_rank_avg": 0.05946866795420647, "step": 5200, "valid_targets_mean": 3626.1, "valid_targets_min": 879 }, { "epoch": 2.869349503858875, "grad_norm": 0.3436122143974236, "learning_rate": 2.9400648650349094e-05, "loss": 0.0913, "loss_nan_ranks": 0, "loss_rank_avg": 0.04458882659673691, "step": 5205, "valid_targets_mean": 3559.1, "valid_targets_min": 934 }, { "epoch": 2.872105843439912, "grad_norm": 0.4133030841805535, "learning_rate": 2.9376375478889613e-05, "loss": 0.1078, "loss_nan_ranks": 0, "loss_rank_avg": 0.0834861546754837, "step": 5210, "valid_targets_mean": 2775.2, "valid_targets_min": 804 }, { "epoch": 2.874862183020948, "grad_norm": 0.4148029246507272, "learning_rate": 2.9352084592713378e-05, "loss": 0.1031, "loss_nan_ranks": 0, "loss_rank_avg": 0.05819116160273552, "step": 5215, "valid_targets_mean": 3218.0, "valid_targets_min": 1803 }, { "epoch": 2.877618522601985, "grad_norm": 0.3922955915629398, "learning_rate": 2.9327776037712978e-05, "loss": 0.1101, "loss_nan_ranks": 0, "loss_rank_avg": 0.06251122802495956, "step": 5220, "valid_targets_mean": 3551.5, "valid_targets_min": 2193 }, { "epoch": 2.8803748621830207, "grad_norm": 0.3348310002113072, "learning_rate": 2.9303449859814385e-05, "loss": 0.0916, "loss_nan_ranks": 0, "loss_rank_avg": 0.042417652904987335, "step": 5225, "valid_targets_mean": 3896.2, "valid_targets_min": 2937 }, { "epoch": 2.8831312017640576, "grad_norm": 0.4220257901737759, "learning_rate": 2.927910610497687e-05, "loss": 0.0993, "loss_nan_ranks": 0, "loss_rank_avg": 0.056269384920597076, "step": 5230, "valid_targets_mean": 2332.9, "valid_targets_min": 880 }, { "epoch": 2.8858875413450935, "grad_norm": 0.331726030026401, "learning_rate": 2.925474481919291e-05, "loss": 0.104, "loss_nan_ranks": 0, "loss_rank_avg": 0.045178383588790894, "step": 5235, "valid_targets_mean": 3415.6, "valid_targets_min": 2300 }, { "epoch": 2.8886438809261303, "grad_norm": 0.37962554103409885, "learning_rate": 2.9230366048488097e-05, "loss": 0.0837, "loss_nan_ranks": 0, "loss_rank_avg": 0.043932266533374786, "step": 5240, "valid_targets_mean": 3456.6, "valid_targets_min": 1028 }, { "epoch": 2.8914002205071663, "grad_norm": 0.33575189666443794, "learning_rate": 2.9205969838921065e-05, "loss": 0.1074, "loss_nan_ranks": 0, "loss_rank_avg": 0.046517737209796906, "step": 5245, "valid_targets_mean": 2957.1, "valid_targets_min": 528 }, { "epoch": 2.894156560088203, "grad_norm": 0.31405049031239946, "learning_rate": 2.9181556236583385e-05, "loss": 0.0998, "loss_nan_ranks": 0, "loss_rank_avg": 0.042906031012535095, "step": 5250, "valid_targets_mean": 3214.2, "valid_targets_min": 997 }, { "epoch": 2.896912899669239, "grad_norm": 0.455623179635456, "learning_rate": 2.9157125287599508e-05, "loss": 0.1218, "loss_nan_ranks": 0, "loss_rank_avg": 0.03529912978410721, "step": 5255, "valid_targets_mean": 1525.6, "valid_targets_min": 594 }, { "epoch": 2.899669239250276, "grad_norm": 0.4094077554438432, "learning_rate": 2.9132677038126637e-05, "loss": 0.1009, "loss_nan_ranks": 0, "loss_rank_avg": 0.03489510342478752, "step": 5260, "valid_targets_mean": 1607.8, "valid_targets_min": 662 }, { "epoch": 2.902425578831312, "grad_norm": 0.5643122919486534, "learning_rate": 2.9108211534354672e-05, "loss": 0.1184, "loss_nan_ranks": 0, "loss_rank_avg": 0.05163051187992096, "step": 5265, "valid_targets_mean": 1200.2, "valid_targets_min": 849 }, { "epoch": 2.9051819184123486, "grad_norm": 0.6714198225106331, "learning_rate": 2.9083728822506103e-05, "loss": 0.1092, "loss_nan_ranks": 0, "loss_rank_avg": 0.07662265002727509, "step": 5270, "valid_targets_mean": 1718.0, "valid_targets_min": 892 }, { "epoch": 2.9079382579933846, "grad_norm": 0.49918059729559333, "learning_rate": 2.9059228948835934e-05, "loss": 0.1068, "loss_nan_ranks": 0, "loss_rank_avg": 0.057096295058727264, "step": 5275, "valid_targets_mean": 2259.9, "valid_targets_min": 735 }, { "epoch": 2.9106945975744214, "grad_norm": 0.31587873566061625, "learning_rate": 2.9034711959631607e-05, "loss": 0.0958, "loss_nan_ranks": 0, "loss_rank_avg": 0.03585599735379219, "step": 5280, "valid_targets_mean": 3359.8, "valid_targets_min": 2814 }, { "epoch": 2.9134509371554573, "grad_norm": 0.35126871168674884, "learning_rate": 2.901017790121288e-05, "loss": 0.0944, "loss_nan_ranks": 0, "loss_rank_avg": 0.042547404766082764, "step": 5285, "valid_targets_mean": 3794.9, "valid_targets_min": 2873 }, { "epoch": 2.916207276736494, "grad_norm": 0.5139436225755849, "learning_rate": 2.898562681993177e-05, "loss": 0.125, "loss_nan_ranks": 0, "loss_rank_avg": 0.05583256855607033, "step": 5290, "valid_targets_mean": 1490.1, "valid_targets_min": 443 }, { "epoch": 2.91896361631753, "grad_norm": 0.37783500303476836, "learning_rate": 2.8961058762172448e-05, "loss": 0.0882, "loss_nan_ranks": 0, "loss_rank_avg": 0.04075084626674652, "step": 5295, "valid_targets_mean": 2663.0, "valid_targets_min": 678 }, { "epoch": 2.921719955898567, "grad_norm": 0.4098014043788719, "learning_rate": 2.8936473774351167e-05, "loss": 0.0964, "loss_nan_ranks": 0, "loss_rank_avg": 0.06916703283786774, "step": 5300, "valid_targets_mean": 3080.0, "valid_targets_min": 795 }, { "epoch": 2.924476295479603, "grad_norm": 0.35986730343189643, "learning_rate": 2.891187190291617e-05, "loss": 0.0958, "loss_nan_ranks": 0, "loss_rank_avg": 0.04997006803750992, "step": 5305, "valid_targets_mean": 4051.4, "valid_targets_min": 2461 }, { "epoch": 2.9272326350606397, "grad_norm": 0.2890546153765392, "learning_rate": 2.888725319434758e-05, "loss": 0.0826, "loss_nan_ranks": 0, "loss_rank_avg": 0.03368262201547623, "step": 5310, "valid_targets_mean": 3571.1, "valid_targets_min": 856 }, { "epoch": 2.9299889746416756, "grad_norm": 0.38966239020306725, "learning_rate": 2.886261769515734e-05, "loss": 0.0913, "loss_nan_ranks": 0, "loss_rank_avg": 0.0612705759704113, "step": 5315, "valid_targets_mean": 3969.9, "valid_targets_min": 3010 }, { "epoch": 2.9327453142227125, "grad_norm": 0.3251461445601138, "learning_rate": 2.883796545188912e-05, "loss": 0.0989, "loss_nan_ranks": 0, "loss_rank_avg": 0.060133226215839386, "step": 5320, "valid_targets_mean": 3696.4, "valid_targets_min": 2055 }, { "epoch": 2.9355016538037484, "grad_norm": 0.40295866502201705, "learning_rate": 2.8813296511118234e-05, "loss": 0.1195, "loss_nan_ranks": 0, "loss_rank_avg": 0.058293890208005905, "step": 5325, "valid_targets_mean": 3658.6, "valid_targets_min": 2646 }, { "epoch": 2.938257993384785, "grad_norm": 0.40465714910192857, "learning_rate": 2.8788610919451504e-05, "loss": 0.1151, "loss_nan_ranks": 0, "loss_rank_avg": 0.12296296656131744, "step": 5330, "valid_targets_mean": 3360.6, "valid_targets_min": 953 }, { "epoch": 2.941014332965821, "grad_norm": 0.42970725492986217, "learning_rate": 2.8763908723527256e-05, "loss": 0.0834, "loss_nan_ranks": 0, "loss_rank_avg": 0.04473197087645531, "step": 5335, "valid_targets_mean": 1481.0, "valid_targets_min": 811 }, { "epoch": 2.943770672546858, "grad_norm": 0.3761757839956298, "learning_rate": 2.8739189970015152e-05, "loss": 0.1202, "loss_nan_ranks": 0, "loss_rank_avg": 0.048818476498126984, "step": 5340, "valid_targets_mean": 3004.9, "valid_targets_min": 719 }, { "epoch": 2.946527012127894, "grad_norm": 0.3691460696801811, "learning_rate": 2.8714454705616157e-05, "loss": 0.0952, "loss_nan_ranks": 0, "loss_rank_avg": 0.05576256290078163, "step": 5345, "valid_targets_mean": 3818.9, "valid_targets_min": 3374 }, { "epoch": 2.9492833517089307, "grad_norm": 0.3576692724246759, "learning_rate": 2.868970297706242e-05, "loss": 0.1022, "loss_nan_ranks": 0, "loss_rank_avg": 0.044196829199790955, "step": 5350, "valid_targets_mean": 3588.9, "valid_targets_min": 739 }, { "epoch": 2.9520396912899667, "grad_norm": 0.5408520783477055, "learning_rate": 2.8664934831117205e-05, "loss": 0.1136, "loss_nan_ranks": 0, "loss_rank_avg": 0.10145282745361328, "step": 5355, "valid_targets_mean": 2562.2, "valid_targets_min": 837 }, { "epoch": 2.9547960308710035, "grad_norm": 0.4050597118916316, "learning_rate": 2.864015031457478e-05, "loss": 0.1445, "loss_nan_ranks": 0, "loss_rank_avg": 0.09561051428318024, "step": 5360, "valid_targets_mean": 2838.9, "valid_targets_min": 1043 }, { "epoch": 2.9575523704520394, "grad_norm": 0.41880705001519125, "learning_rate": 2.8615349474260345e-05, "loss": 0.1086, "loss_nan_ranks": 0, "loss_rank_avg": 0.040141619741916656, "step": 5365, "valid_targets_mean": 2451.2, "valid_targets_min": 659 }, { "epoch": 2.9603087100330763, "grad_norm": 0.4565300607992464, "learning_rate": 2.8590532357029955e-05, "loss": 0.099, "loss_nan_ranks": 0, "loss_rank_avg": 0.05463661253452301, "step": 5370, "valid_targets_mean": 1652.0, "valid_targets_min": 713 }, { "epoch": 2.963065049614112, "grad_norm": 0.3891108556072015, "learning_rate": 2.8565699009770393e-05, "loss": 0.0956, "loss_nan_ranks": 0, "loss_rank_avg": 0.05098123475909233, "step": 5375, "valid_targets_mean": 2270.1, "valid_targets_min": 539 }, { "epoch": 2.965821389195149, "grad_norm": 0.3971695367227798, "learning_rate": 2.8540849479399134e-05, "loss": 0.0955, "loss_nan_ranks": 0, "loss_rank_avg": 0.05267088860273361, "step": 5380, "valid_targets_mean": 3042.4, "valid_targets_min": 1014 }, { "epoch": 2.968577728776185, "grad_norm": 0.3679980376634279, "learning_rate": 2.8515983812864197e-05, "loss": 0.0861, "loss_nan_ranks": 0, "loss_rank_avg": 0.04018281027674675, "step": 5385, "valid_targets_mean": 1789.0, "valid_targets_min": 631 }, { "epoch": 2.971334068357222, "grad_norm": 0.3546894261163911, "learning_rate": 2.849110205714411e-05, "loss": 0.1201, "loss_nan_ranks": 0, "loss_rank_avg": 0.03981973975896835, "step": 5390, "valid_targets_mean": 2367.8, "valid_targets_min": 790 }, { "epoch": 2.9740904079382577, "grad_norm": 0.3561670713886429, "learning_rate": 2.8466204259247786e-05, "loss": 0.0858, "loss_nan_ranks": 0, "loss_rank_avg": 0.03286431357264519, "step": 5395, "valid_targets_mean": 1381.9, "valid_targets_min": 700 }, { "epoch": 2.9768467475192946, "grad_norm": 0.36033913580407506, "learning_rate": 2.8441290466214453e-05, "loss": 0.0964, "loss_nan_ranks": 0, "loss_rank_avg": 0.035906389355659485, "step": 5400, "valid_targets_mean": 2650.1, "valid_targets_min": 527 }, { "epoch": 2.9796030871003305, "grad_norm": 0.3838597774437746, "learning_rate": 2.841636072511355e-05, "loss": 0.1028, "loss_nan_ranks": 0, "loss_rank_avg": 0.05610041692852974, "step": 5405, "valid_targets_mean": 3526.8, "valid_targets_min": 2880 }, { "epoch": 2.9823594266813673, "grad_norm": 0.2956362544670108, "learning_rate": 2.839141508304466e-05, "loss": 0.094, "loss_nan_ranks": 0, "loss_rank_avg": 0.0408497229218483, "step": 5410, "valid_targets_mean": 3915.8, "valid_targets_min": 513 }, { "epoch": 2.9851157662624033, "grad_norm": 0.29419682858869745, "learning_rate": 2.8366453587137393e-05, "loss": 0.0856, "loss_nan_ranks": 0, "loss_rank_avg": 0.03885408490896225, "step": 5415, "valid_targets_mean": 3510.1, "valid_targets_min": 1025 }, { "epoch": 2.98787210584344, "grad_norm": 0.2867009689790259, "learning_rate": 2.8341476284551324e-05, "loss": 0.0903, "loss_nan_ranks": 0, "loss_rank_avg": 0.046296630054712296, "step": 5420, "valid_targets_mean": 3487.0, "valid_targets_min": 601 }, { "epoch": 2.990628445424476, "grad_norm": 0.5005574737234342, "learning_rate": 2.8316483222475883e-05, "loss": 0.1673, "loss_nan_ranks": 0, "loss_rank_avg": 0.16088847815990448, "step": 5425, "valid_targets_mean": 2794.5, "valid_targets_min": 1898 }, { "epoch": 2.993384785005513, "grad_norm": 0.3551897950496882, "learning_rate": 2.829147444813028e-05, "loss": 0.1153, "loss_nan_ranks": 0, "loss_rank_avg": 0.04540003091096878, "step": 5430, "valid_targets_mean": 2930.8, "valid_targets_min": 1228 }, { "epoch": 2.996141124586549, "grad_norm": 0.38842927297160135, "learning_rate": 2.82664500087634e-05, "loss": 0.1007, "loss_nan_ranks": 0, "loss_rank_avg": 0.051071420311927795, "step": 5435, "valid_targets_mean": 2879.8, "valid_targets_min": 713 }, { "epoch": 2.9988974641675856, "grad_norm": 0.3754810951896936, "learning_rate": 2.8241409951653732e-05, "loss": 0.0878, "loss_nan_ranks": 0, "loss_rank_avg": 0.04938063025474548, "step": 5440, "valid_targets_mean": 2256.6, "valid_targets_min": 1193 }, { "epoch": 3.001653803748622, "grad_norm": 0.5345421324863573, "learning_rate": 2.8216354324109284e-05, "loss": 0.1996, "loss_nan_ranks": 0, "loss_rank_avg": 0.10521845519542694, "step": 5445, "valid_targets_mean": 5409.0, "valid_targets_min": 3500 }, { "epoch": 3.0044101433296584, "grad_norm": 0.3723728554498553, "learning_rate": 2.819128317346745e-05, "loss": 0.2096, "loss_nan_ranks": 0, "loss_rank_avg": 0.10074079781770706, "step": 5450, "valid_targets_mean": 7623.9, "valid_targets_min": 6322 }, { "epoch": 3.0071664829106948, "grad_norm": 0.3511131071220079, "learning_rate": 2.8166196547094986e-05, "loss": 0.2002, "loss_nan_ranks": 0, "loss_rank_avg": 0.11535365134477615, "step": 5455, "valid_targets_mean": 7311.9, "valid_targets_min": 5722 }, { "epoch": 3.009922822491731, "grad_norm": 0.37679923509245017, "learning_rate": 2.8141094492387853e-05, "loss": 0.1949, "loss_nan_ranks": 0, "loss_rank_avg": 0.08716094493865967, "step": 5460, "valid_targets_mean": 7635.8, "valid_targets_min": 5634 }, { "epoch": 3.0126791620727675, "grad_norm": 0.3665972166321447, "learning_rate": 2.811597705677118e-05, "loss": 0.1954, "loss_nan_ranks": 0, "loss_rank_avg": 0.1011427715420723, "step": 5465, "valid_targets_mean": 7440.2, "valid_targets_min": 5614 }, { "epoch": 3.015435501653804, "grad_norm": 0.3836304388678673, "learning_rate": 2.8090844287699165e-05, "loss": 0.1956, "loss_nan_ranks": 0, "loss_rank_avg": 0.11480289697647095, "step": 5470, "valid_targets_mean": 7015.1, "valid_targets_min": 5539 }, { "epoch": 3.0181918412348403, "grad_norm": 0.3737007968520039, "learning_rate": 2.806569623265495e-05, "loss": 0.2114, "loss_nan_ranks": 0, "loss_rank_avg": 0.11037489771842957, "step": 5475, "valid_targets_mean": 7799.6, "valid_targets_min": 5373 }, { "epoch": 3.0209481808158767, "grad_norm": 0.37062097027438295, "learning_rate": 2.8040532939150577e-05, "loss": 0.2002, "loss_nan_ranks": 0, "loss_rank_avg": 0.10399997979402542, "step": 5480, "valid_targets_mean": 6996.5, "valid_targets_min": 5640 }, { "epoch": 3.023704520396913, "grad_norm": 0.3419865630015972, "learning_rate": 2.8015354454726863e-05, "loss": 0.1912, "loss_nan_ranks": 0, "loss_rank_avg": 0.0938965380191803, "step": 5485, "valid_targets_mean": 7040.8, "valid_targets_min": 5071 }, { "epoch": 3.0264608599779494, "grad_norm": 0.3701113946869666, "learning_rate": 2.7990160826953336e-05, "loss": 0.1802, "loss_nan_ranks": 0, "loss_rank_avg": 0.09258505702018738, "step": 5490, "valid_targets_mean": 6681.4, "valid_targets_min": 5437 }, { "epoch": 3.029217199558986, "grad_norm": 0.35841632613948493, "learning_rate": 2.796495210342813e-05, "loss": 0.1949, "loss_nan_ranks": 0, "loss_rank_avg": 0.09194891154766083, "step": 5495, "valid_targets_mean": 7258.4, "valid_targets_min": 5481 }, { "epoch": 3.031973539140022, "grad_norm": 0.3771078234011868, "learning_rate": 2.7939728331777892e-05, "loss": 0.1847, "loss_nan_ranks": 0, "loss_rank_avg": 0.09178681671619415, "step": 5500, "valid_targets_mean": 6993.5, "valid_targets_min": 5666 }, { "epoch": 3.0347298787210586, "grad_norm": 0.3632833659930408, "learning_rate": 2.7914489559657726e-05, "loss": 0.1941, "loss_nan_ranks": 0, "loss_rank_avg": 0.1003008708357811, "step": 5505, "valid_targets_mean": 6706.2, "valid_targets_min": 5518 }, { "epoch": 3.037486218302095, "grad_norm": 0.3671150905630996, "learning_rate": 2.788923583475104e-05, "loss": 0.1803, "loss_nan_ranks": 0, "loss_rank_avg": 0.08863619714975357, "step": 5510, "valid_targets_mean": 6317.2, "valid_targets_min": 5034 }, { "epoch": 3.0402425578831314, "grad_norm": 0.3833830202083012, "learning_rate": 2.786396720476951e-05, "loss": 0.1845, "loss_nan_ranks": 0, "loss_rank_avg": 0.09462518990039825, "step": 5515, "valid_targets_mean": 6752.5, "valid_targets_min": 5586 }, { "epoch": 3.0429988974641677, "grad_norm": 0.38601857474048024, "learning_rate": 2.7838683717452988e-05, "loss": 0.1926, "loss_nan_ranks": 0, "loss_rank_avg": 0.1082678884267807, "step": 5520, "valid_targets_mean": 7536.1, "valid_targets_min": 5824 }, { "epoch": 3.045755237045204, "grad_norm": 0.36615106864908703, "learning_rate": 2.7813385420569364e-05, "loss": 0.1838, "loss_nan_ranks": 0, "loss_rank_avg": 0.08990936726331711, "step": 5525, "valid_targets_mean": 7168.0, "valid_targets_min": 4761 }, { "epoch": 3.0485115766262405, "grad_norm": 0.3764343765533296, "learning_rate": 2.778807236191452e-05, "loss": 0.1894, "loss_nan_ranks": 0, "loss_rank_avg": 0.09619498252868652, "step": 5530, "valid_targets_mean": 6651.6, "valid_targets_min": 5318 }, { "epoch": 3.051267916207277, "grad_norm": 0.37639901398421144, "learning_rate": 2.7762744589312238e-05, "loss": 0.203, "loss_nan_ranks": 0, "loss_rank_avg": 0.09997943043708801, "step": 5535, "valid_targets_mean": 6741.1, "valid_targets_min": 5735 }, { "epoch": 3.0540242557883133, "grad_norm": 0.7184669207033333, "learning_rate": 2.7737402150614098e-05, "loss": 0.1992, "loss_nan_ranks": 0, "loss_rank_avg": 0.0734001100063324, "step": 5540, "valid_targets_mean": 1413.6, "valid_targets_min": 287 }, { "epoch": 3.0567805953693497, "grad_norm": 0.4716672075846354, "learning_rate": 2.7712045093699372e-05, "loss": 0.1659, "loss_nan_ranks": 0, "loss_rank_avg": 0.09860876202583313, "step": 5545, "valid_targets_mean": 6754.0, "valid_targets_min": 5024 }, { "epoch": 3.059536934950386, "grad_norm": 0.3687557952209285, "learning_rate": 2.768667346647496e-05, "loss": 0.1829, "loss_nan_ranks": 0, "loss_rank_avg": 0.09052016586065292, "step": 5550, "valid_targets_mean": 6746.0, "valid_targets_min": 3856 }, { "epoch": 3.0622932745314224, "grad_norm": 0.47667576603532547, "learning_rate": 2.766128731687529e-05, "loss": 0.1884, "loss_nan_ranks": 0, "loss_rank_avg": 0.09741353988647461, "step": 5555, "valid_targets_mean": 7015.4, "valid_targets_min": 6101 }, { "epoch": 3.065049614112459, "grad_norm": 0.449052909861335, "learning_rate": 2.763588669286223e-05, "loss": 0.1911, "loss_nan_ranks": 0, "loss_rank_avg": 0.10042963922023773, "step": 5560, "valid_targets_mean": 6858.5, "valid_targets_min": 5844 }, { "epoch": 3.067805953693495, "grad_norm": 0.3435701092085784, "learning_rate": 2.761047164242499e-05, "loss": 0.1865, "loss_nan_ranks": 0, "loss_rank_avg": 0.08629290014505386, "step": 5565, "valid_targets_mean": 7529.2, "valid_targets_min": 6113 }, { "epoch": 3.0705622932745316, "grad_norm": 0.31262931770570923, "learning_rate": 2.758504221358003e-05, "loss": 0.1754, "loss_nan_ranks": 0, "loss_rank_avg": 0.08457375317811966, "step": 5570, "valid_targets_mean": 8891.4, "valid_targets_min": 4760 }, { "epoch": 3.073318632855568, "grad_norm": 0.30433355717783583, "learning_rate": 2.7559598454370995e-05, "loss": 0.1629, "loss_nan_ranks": 0, "loss_rank_avg": 0.07489997893571854, "step": 5575, "valid_targets_mean": 7368.4, "valid_targets_min": 5090 }, { "epoch": 3.0760749724366043, "grad_norm": 0.3129318050147033, "learning_rate": 2.753414041286858e-05, "loss": 0.1669, "loss_nan_ranks": 0, "loss_rank_avg": 0.08243705332279205, "step": 5580, "valid_targets_mean": 8453.1, "valid_targets_min": 4010 }, { "epoch": 3.0788313120176407, "grad_norm": 0.3706830509457027, "learning_rate": 2.7508668137170473e-05, "loss": 0.1855, "loss_nan_ranks": 0, "loss_rank_avg": 0.09332611411809921, "step": 5585, "valid_targets_mean": 6708.9, "valid_targets_min": 4625 }, { "epoch": 3.081587651598677, "grad_norm": 0.40546012111778607, "learning_rate": 2.748318167540126e-05, "loss": 0.1773, "loss_nan_ranks": 0, "loss_rank_avg": 0.0961044579744339, "step": 5590, "valid_targets_mean": 7523.5, "valid_targets_min": 5429 }, { "epoch": 3.0843439911797135, "grad_norm": 0.41098814846925885, "learning_rate": 2.7457681075712326e-05, "loss": 0.1967, "loss_nan_ranks": 0, "loss_rank_avg": 0.11096566915512085, "step": 5595, "valid_targets_mean": 7059.1, "valid_targets_min": 4847 }, { "epoch": 3.08710033076075, "grad_norm": 0.4326773073224714, "learning_rate": 2.7432166386281768e-05, "loss": 0.1998, "loss_nan_ranks": 0, "loss_rank_avg": 0.08876191079616547, "step": 5600, "valid_targets_mean": 6242.9, "valid_targets_min": 4585 }, { "epoch": 3.0898566703417862, "grad_norm": 0.356159539496199, "learning_rate": 2.7406637655314288e-05, "loss": 0.1982, "loss_nan_ranks": 0, "loss_rank_avg": 0.0887247771024704, "step": 5605, "valid_targets_mean": 6787.5, "valid_targets_min": 5493 }, { "epoch": 3.0926130099228226, "grad_norm": 0.4686461006808657, "learning_rate": 2.7381094931041134e-05, "loss": 0.1846, "loss_nan_ranks": 0, "loss_rank_avg": 0.0938146635890007, "step": 5610, "valid_targets_mean": 7336.0, "valid_targets_min": 4968 }, { "epoch": 3.095369349503859, "grad_norm": 0.3885233796003193, "learning_rate": 2.7355538261719994e-05, "loss": 0.1903, "loss_nan_ranks": 0, "loss_rank_avg": 0.08492517471313477, "step": 5615, "valid_targets_mean": 6181.1, "valid_targets_min": 3964 }, { "epoch": 3.0981256890848954, "grad_norm": 0.34420893791692747, "learning_rate": 2.7329967695634885e-05, "loss": 0.1912, "loss_nan_ranks": 0, "loss_rank_avg": 0.0935019850730896, "step": 5620, "valid_targets_mean": 8367.6, "valid_targets_min": 6099 }, { "epoch": 3.1008820286659318, "grad_norm": 0.35996413668301924, "learning_rate": 2.7304383281096096e-05, "loss": 0.1901, "loss_nan_ranks": 0, "loss_rank_avg": 0.09571622312068939, "step": 5625, "valid_targets_mean": 7629.2, "valid_targets_min": 4042 }, { "epoch": 3.103638368246968, "grad_norm": 0.3469173124669671, "learning_rate": 2.7278785066440058e-05, "loss": 0.1923, "loss_nan_ranks": 0, "loss_rank_avg": 0.09375506639480591, "step": 5630, "valid_targets_mean": 7061.6, "valid_targets_min": 5185 }, { "epoch": 3.1063947078280045, "grad_norm": 0.35263443809134365, "learning_rate": 2.7253173100029297e-05, "loss": 0.1921, "loss_nan_ranks": 0, "loss_rank_avg": 0.09024305641651154, "step": 5635, "valid_targets_mean": 6969.5, "valid_targets_min": 5329 }, { "epoch": 3.109151047409041, "grad_norm": 0.3633610421975031, "learning_rate": 2.7227547430252315e-05, "loss": 0.1931, "loss_nan_ranks": 0, "loss_rank_avg": 0.09405043721199036, "step": 5640, "valid_targets_mean": 6327.2, "valid_targets_min": 5204 }, { "epoch": 3.1119073869900773, "grad_norm": 0.42303095444387007, "learning_rate": 2.7201908105523496e-05, "loss": 0.1897, "loss_nan_ranks": 0, "loss_rank_avg": 0.10259703546762466, "step": 5645, "valid_targets_mean": 5908.1, "valid_targets_min": 4666 }, { "epoch": 3.1146637265711137, "grad_norm": 1.3636784014690222, "learning_rate": 2.717625517428303e-05, "loss": 0.1625, "loss_nan_ranks": 0, "loss_rank_avg": 0.03642156720161438, "step": 5650, "valid_targets_mean": 207.1, "valid_targets_min": 133 }, { "epoch": 3.11742006615215, "grad_norm": 0.4465692042172449, "learning_rate": 2.7150588684996803e-05, "loss": 0.193, "loss_nan_ranks": 0, "loss_rank_avg": 0.09883013367652893, "step": 5655, "valid_targets_mean": 5976.6, "valid_targets_min": 4924 }, { "epoch": 3.1201764057331864, "grad_norm": 0.36632543071613327, "learning_rate": 2.712490868615633e-05, "loss": 0.1842, "loss_nan_ranks": 0, "loss_rank_avg": 0.08314917981624603, "step": 5660, "valid_targets_mean": 6010.1, "valid_targets_min": 4785 }, { "epoch": 3.122932745314223, "grad_norm": 0.3740453463868335, "learning_rate": 2.7099215226278635e-05, "loss": 0.1914, "loss_nan_ranks": 0, "loss_rank_avg": 0.09292158484458923, "step": 5665, "valid_targets_mean": 6578.8, "valid_targets_min": 5070 }, { "epoch": 3.125689084895259, "grad_norm": 0.3921550247125368, "learning_rate": 2.707350835390619e-05, "loss": 0.1833, "loss_nan_ranks": 0, "loss_rank_avg": 0.09590593725442886, "step": 5670, "valid_targets_mean": 6638.1, "valid_targets_min": 4837 }, { "epoch": 3.1284454244762956, "grad_norm": 0.3606308846247167, "learning_rate": 2.7047788117606794e-05, "loss": 0.1836, "loss_nan_ranks": 0, "loss_rank_avg": 0.0834389179944992, "step": 5675, "valid_targets_mean": 6058.5, "valid_targets_min": 4914 }, { "epoch": 3.131201764057332, "grad_norm": 0.39954895354752207, "learning_rate": 2.7022054565973498e-05, "loss": 0.1934, "loss_nan_ranks": 0, "loss_rank_avg": 0.09039755165576935, "step": 5680, "valid_targets_mean": 6196.4, "valid_targets_min": 4824 }, { "epoch": 3.1339581036383684, "grad_norm": 0.38931937267214356, "learning_rate": 2.6996307747624514e-05, "loss": 0.1921, "loss_nan_ranks": 0, "loss_rank_avg": 0.09171608090400696, "step": 5685, "valid_targets_mean": 5347.9, "valid_targets_min": 4122 }, { "epoch": 3.1367144432194047, "grad_norm": 0.4678828890825313, "learning_rate": 2.6970547711203114e-05, "loss": 0.1578, "loss_nan_ranks": 0, "loss_rank_avg": 0.09446283429861069, "step": 5690, "valid_targets_mean": 6277.8, "valid_targets_min": 5273 }, { "epoch": 3.139470782800441, "grad_norm": 0.4312188498482889, "learning_rate": 2.6944774505377545e-05, "loss": 0.1847, "loss_nan_ranks": 0, "loss_rank_avg": 0.08975284546613693, "step": 5695, "valid_targets_mean": 6190.9, "valid_targets_min": 4605 }, { "epoch": 3.1422271223814775, "grad_norm": 0.3985914616508528, "learning_rate": 2.6918988178840932e-05, "loss": 0.1877, "loss_nan_ranks": 0, "loss_rank_avg": 0.10301844775676727, "step": 5700, "valid_targets_mean": 6797.0, "valid_targets_min": 5636 }, { "epoch": 3.144983461962514, "grad_norm": 0.37258322063112864, "learning_rate": 2.6893188780311182e-05, "loss": 0.188, "loss_nan_ranks": 0, "loss_rank_avg": 0.0984998494386673, "step": 5705, "valid_targets_mean": 6405.5, "valid_targets_min": 4972 }, { "epoch": 3.1477398015435503, "grad_norm": 0.41298579001824337, "learning_rate": 2.686737635853093e-05, "loss": 0.1794, "loss_nan_ranks": 0, "loss_rank_avg": 0.08721563965082169, "step": 5710, "valid_targets_mean": 6174.4, "valid_targets_min": 5309 }, { "epoch": 3.1504961411245866, "grad_norm": 0.38705079443852347, "learning_rate": 2.6841550962267376e-05, "loss": 0.1844, "loss_nan_ranks": 0, "loss_rank_avg": 0.09890256077051163, "step": 5715, "valid_targets_mean": 6717.0, "valid_targets_min": 5331 }, { "epoch": 3.153252480705623, "grad_norm": 0.4040792732493771, "learning_rate": 2.681571264031225e-05, "loss": 0.1831, "loss_nan_ranks": 0, "loss_rank_avg": 0.08728047460317612, "step": 5720, "valid_targets_mean": 5186.0, "valid_targets_min": 790 }, { "epoch": 3.1560088202866594, "grad_norm": 0.7037629344738677, "learning_rate": 2.678986144148171e-05, "loss": 0.1996, "loss_nan_ranks": 0, "loss_rank_avg": 0.07662524282932281, "step": 5725, "valid_targets_mean": 1275.9, "valid_targets_min": 745 }, { "epoch": 3.158765159867696, "grad_norm": 0.7530060270829984, "learning_rate": 2.6763997414616226e-05, "loss": 0.178, "loss_nan_ranks": 0, "loss_rank_avg": 0.09695053845643997, "step": 5730, "valid_targets_mean": 1629.0, "valid_targets_min": 660 }, { "epoch": 3.161521499448732, "grad_norm": 0.7433723619258658, "learning_rate": 2.673812060858052e-05, "loss": 0.1723, "loss_nan_ranks": 0, "loss_rank_avg": 0.08200408518314362, "step": 5735, "valid_targets_mean": 1415.2, "valid_targets_min": 825 }, { "epoch": 3.1642778390297686, "grad_norm": 0.7186736300323973, "learning_rate": 2.6712231072263453e-05, "loss": 0.1692, "loss_nan_ranks": 0, "loss_rank_avg": 0.07920856773853302, "step": 5740, "valid_targets_mean": 1395.1, "valid_targets_min": 741 }, { "epoch": 3.167034178610805, "grad_norm": 0.7234238631988296, "learning_rate": 2.6686328854577923e-05, "loss": 0.1821, "loss_nan_ranks": 0, "loss_rank_avg": 0.06963801383972168, "step": 5745, "valid_targets_mean": 1304.8, "valid_targets_min": 716 }, { "epoch": 3.1697905181918413, "grad_norm": 0.6804717159784225, "learning_rate": 2.6660414004460806e-05, "loss": 0.1755, "loss_nan_ranks": 0, "loss_rank_avg": 0.10395242273807526, "step": 5750, "valid_targets_mean": 1723.5, "valid_targets_min": 763 }, { "epoch": 3.1725468577728777, "grad_norm": 0.7135483794202085, "learning_rate": 2.663448657087283e-05, "loss": 0.1623, "loss_nan_ranks": 0, "loss_rank_avg": 0.08328169584274292, "step": 5755, "valid_targets_mean": 1645.1, "valid_targets_min": 813 }, { "epoch": 3.175303197353914, "grad_norm": 0.7598872151755668, "learning_rate": 2.6608546602798512e-05, "loss": 0.1801, "loss_nan_ranks": 0, "loss_rank_avg": 0.06543715298175812, "step": 5760, "valid_targets_mean": 1187.5, "valid_targets_min": 607 }, { "epoch": 3.1780595369349505, "grad_norm": 0.7198710115205064, "learning_rate": 2.6582594149246035e-05, "loss": 0.166, "loss_nan_ranks": 0, "loss_rank_avg": 0.09502364695072174, "step": 5765, "valid_targets_mean": 1872.4, "valid_targets_min": 816 }, { "epoch": 3.180815876515987, "grad_norm": 0.6630535937810428, "learning_rate": 2.6556629259247175e-05, "loss": 0.1698, "loss_nan_ranks": 0, "loss_rank_avg": 0.079322949051857, "step": 5770, "valid_targets_mean": 1494.2, "valid_targets_min": 836 }, { "epoch": 3.1835722160970232, "grad_norm": 0.7755273664856227, "learning_rate": 2.6530651981857217e-05, "loss": 0.1701, "loss_nan_ranks": 0, "loss_rank_avg": 0.1135888546705246, "step": 5775, "valid_targets_mean": 1655.4, "valid_targets_min": 590 }, { "epoch": 3.1863285556780596, "grad_norm": 0.678070612371881, "learning_rate": 2.6504662366154826e-05, "loss": 0.1696, "loss_nan_ranks": 0, "loss_rank_avg": 0.08234953880310059, "step": 5780, "valid_targets_mean": 1532.5, "valid_targets_min": 702 }, { "epoch": 3.189084895259096, "grad_norm": 0.6932169696813631, "learning_rate": 2.6478660461242e-05, "loss": 0.1606, "loss_nan_ranks": 0, "loss_rank_avg": 0.062241796404123306, "step": 5785, "valid_targets_mean": 1223.5, "valid_targets_min": 721 }, { "epoch": 3.1918412348401324, "grad_norm": 0.7058424055536338, "learning_rate": 2.6452646316243943e-05, "loss": 0.1595, "loss_nan_ranks": 0, "loss_rank_avg": 0.07513256371021271, "step": 5790, "valid_targets_mean": 1361.0, "valid_targets_min": 640 }, { "epoch": 3.1945975744211688, "grad_norm": 0.7877371960345096, "learning_rate": 2.6426619980308988e-05, "loss": 0.1601, "loss_nan_ranks": 0, "loss_rank_avg": 0.08057187497615814, "step": 5795, "valid_targets_mean": 1353.9, "valid_targets_min": 516 }, { "epoch": 3.197353914002205, "grad_norm": 0.7566200644661817, "learning_rate": 2.640058150260849e-05, "loss": 0.1734, "loss_nan_ranks": 0, "loss_rank_avg": 0.09616967290639877, "step": 5800, "valid_targets_mean": 1585.9, "valid_targets_min": 727 }, { "epoch": 3.2001102535832415, "grad_norm": 0.7017170384841674, "learning_rate": 2.6374530932336763e-05, "loss": 0.1715, "loss_nan_ranks": 0, "loss_rank_avg": 0.10249229520559311, "step": 5805, "valid_targets_mean": 1783.9, "valid_targets_min": 819 }, { "epoch": 3.202866593164278, "grad_norm": 0.8111907703351192, "learning_rate": 2.6348468318710952e-05, "loss": 0.1757, "loss_nan_ranks": 0, "loss_rank_avg": 0.09271591156721115, "step": 5810, "valid_targets_mean": 1466.4, "valid_targets_min": 815 }, { "epoch": 3.2056229327453143, "grad_norm": 0.7889700414305706, "learning_rate": 2.6322393710970963e-05, "loss": 0.1625, "loss_nan_ranks": 0, "loss_rank_avg": 0.07034605741500854, "step": 5815, "valid_targets_mean": 1274.6, "valid_targets_min": 623 }, { "epoch": 3.2083792723263507, "grad_norm": 0.6754893187703334, "learning_rate": 2.6296307158379356e-05, "loss": 0.1679, "loss_nan_ranks": 0, "loss_rank_avg": 0.10925255715847015, "step": 5820, "valid_targets_mean": 2305.0, "valid_targets_min": 789 }, { "epoch": 3.211135611907387, "grad_norm": 0.7402110033602038, "learning_rate": 2.6270208710221253e-05, "loss": 0.1739, "loss_nan_ranks": 0, "loss_rank_avg": 0.11757739633321762, "step": 5825, "valid_targets_mean": 2222.4, "valid_targets_min": 1330 }, { "epoch": 3.2138919514884234, "grad_norm": 0.6566285200279769, "learning_rate": 2.6244098415804272e-05, "loss": 0.167, "loss_nan_ranks": 0, "loss_rank_avg": 0.09257020056247711, "step": 5830, "valid_targets_mean": 1723.1, "valid_targets_min": 716 }, { "epoch": 3.21664829106946, "grad_norm": 0.7327820229386447, "learning_rate": 2.62179763244584e-05, "loss": 0.16, "loss_nan_ranks": 0, "loss_rank_avg": 0.06514466553926468, "step": 5835, "valid_targets_mean": 1219.0, "valid_targets_min": 696 }, { "epoch": 3.219404630650496, "grad_norm": 0.7648472924378685, "learning_rate": 2.61918424855359e-05, "loss": 0.1618, "loss_nan_ranks": 0, "loss_rank_avg": 0.09546822309494019, "step": 5840, "valid_targets_mean": 1515.6, "valid_targets_min": 996 }, { "epoch": 3.2221609702315326, "grad_norm": 0.7188859719820919, "learning_rate": 2.616569694841125e-05, "loss": 0.162, "loss_nan_ranks": 0, "loss_rank_avg": 0.08607321977615356, "step": 5845, "valid_targets_mean": 1686.1, "valid_targets_min": 626 }, { "epoch": 3.224917309812569, "grad_norm": 0.783043055471916, "learning_rate": 2.6139539762481007e-05, "loss": 0.1651, "loss_nan_ranks": 0, "loss_rank_avg": 0.08706812560558319, "step": 5850, "valid_targets_mean": 1624.0, "valid_targets_min": 1072 }, { "epoch": 3.2276736493936053, "grad_norm": 0.6726418973266549, "learning_rate": 2.6113370977163762e-05, "loss": 0.1653, "loss_nan_ranks": 0, "loss_rank_avg": 0.08502975851297379, "step": 5855, "valid_targets_mean": 1836.2, "valid_targets_min": 1071 }, { "epoch": 3.2304299889746417, "grad_norm": 0.7777891780765533, "learning_rate": 2.6087190641900005e-05, "loss": 0.168, "loss_nan_ranks": 0, "loss_rank_avg": 0.0926479697227478, "step": 5860, "valid_targets_mean": 1841.2, "valid_targets_min": 1313 }, { "epoch": 3.233186328555678, "grad_norm": 0.7164378388492749, "learning_rate": 2.6060998806152045e-05, "loss": 0.1612, "loss_nan_ranks": 0, "loss_rank_avg": 0.09424290060997009, "step": 5865, "valid_targets_mean": 1720.5, "valid_targets_min": 956 }, { "epoch": 3.2359426681367145, "grad_norm": 0.7951640369495439, "learning_rate": 2.6034795519403927e-05, "loss": 0.1649, "loss_nan_ranks": 0, "loss_rank_avg": 0.06589596718549728, "step": 5870, "valid_targets_mean": 1111.9, "valid_targets_min": 642 }, { "epoch": 3.238699007717751, "grad_norm": 1.5605364114912275, "learning_rate": 2.600858083116132e-05, "loss": 0.1701, "loss_nan_ranks": 0, "loss_rank_avg": 0.08355779200792313, "step": 5875, "valid_targets_mean": 1541.8, "valid_targets_min": 1110 }, { "epoch": 3.2414553472987873, "grad_norm": 0.6874183525225576, "learning_rate": 2.598235479095145e-05, "loss": 0.1569, "loss_nan_ranks": 0, "loss_rank_avg": 0.07314138114452362, "step": 5880, "valid_targets_mean": 1445.0, "valid_targets_min": 704 }, { "epoch": 3.2442116868798236, "grad_norm": 0.7101517696962755, "learning_rate": 2.5956117448322972e-05, "loss": 0.1629, "loss_nan_ranks": 0, "loss_rank_avg": 0.08403250575065613, "step": 5885, "valid_targets_mean": 1532.5, "valid_targets_min": 1284 }, { "epoch": 3.24696802646086, "grad_norm": 0.6980265827872365, "learning_rate": 2.592986885284591e-05, "loss": 0.1507, "loss_nan_ranks": 0, "loss_rank_avg": 0.07715944945812225, "step": 5890, "valid_targets_mean": 1316.0, "valid_targets_min": 752 }, { "epoch": 3.2497243660418964, "grad_norm": 0.7845131237865528, "learning_rate": 2.590360905411154e-05, "loss": 0.1619, "loss_nan_ranks": 0, "loss_rank_avg": 0.07715801149606705, "step": 5895, "valid_targets_mean": 1474.1, "valid_targets_min": 816 }, { "epoch": 3.252480705622933, "grad_norm": 0.6777224756659469, "learning_rate": 2.5877338101732293e-05, "loss": 0.16, "loss_nan_ranks": 0, "loss_rank_avg": 0.06594108045101166, "step": 5900, "valid_targets_mean": 1290.6, "valid_targets_min": 972 }, { "epoch": 3.255237045203969, "grad_norm": 0.7257120848052234, "learning_rate": 2.5851056045341704e-05, "loss": 0.1625, "loss_nan_ranks": 0, "loss_rank_avg": 0.08703707158565521, "step": 5905, "valid_targets_mean": 1523.5, "valid_targets_min": 655 }, { "epoch": 3.2579933847850056, "grad_norm": 0.8704048984795587, "learning_rate": 2.5824762934594256e-05, "loss": 0.1617, "loss_nan_ranks": 0, "loss_rank_avg": 0.09733042120933533, "step": 5910, "valid_targets_mean": 1672.4, "valid_targets_min": 879 }, { "epoch": 3.260749724366042, "grad_norm": 0.7514053920946749, "learning_rate": 2.5798458819165335e-05, "loss": 0.1642, "loss_nan_ranks": 0, "loss_rank_avg": 0.0953604057431221, "step": 5915, "valid_targets_mean": 1604.0, "valid_targets_min": 1049 }, { "epoch": 3.2635060639470783, "grad_norm": 0.7284375627541742, "learning_rate": 2.57721437487511e-05, "loss": 0.16, "loss_nan_ranks": 0, "loss_rank_avg": 0.07512304186820984, "step": 5920, "valid_targets_mean": 1444.1, "valid_targets_min": 679 }, { "epoch": 3.2662624035281147, "grad_norm": 0.6612520687208383, "learning_rate": 2.5745817773068428e-05, "loss": 0.1594, "loss_nan_ranks": 0, "loss_rank_avg": 0.07188956439495087, "step": 5925, "valid_targets_mean": 1340.0, "valid_targets_min": 702 }, { "epoch": 3.269018743109151, "grad_norm": 0.7452631269131852, "learning_rate": 2.571948094185479e-05, "loss": 0.1691, "loss_nan_ranks": 0, "loss_rank_avg": 0.0772596001625061, "step": 5930, "valid_targets_mean": 1464.9, "valid_targets_min": 933 }, { "epoch": 3.2717750826901875, "grad_norm": 0.8020399812776332, "learning_rate": 2.5693133304868164e-05, "loss": 0.1733, "loss_nan_ranks": 0, "loss_rank_avg": 0.11898557841777802, "step": 5935, "valid_targets_mean": 1824.2, "valid_targets_min": 733 }, { "epoch": 3.274531422271224, "grad_norm": 0.6902949594577399, "learning_rate": 2.5666774911886948e-05, "loss": 0.1585, "loss_nan_ranks": 0, "loss_rank_avg": 0.10325020551681519, "step": 5940, "valid_targets_mean": 2003.6, "valid_targets_min": 1433 }, { "epoch": 3.2772877618522602, "grad_norm": 0.703576516382865, "learning_rate": 2.5640405812709847e-05, "loss": 0.1583, "loss_nan_ranks": 0, "loss_rank_avg": 0.06290339678525925, "step": 5945, "valid_targets_mean": 1400.9, "valid_targets_min": 549 }, { "epoch": 3.2800441014332966, "grad_norm": 0.7888292463783313, "learning_rate": 2.5614026057155822e-05, "loss": 0.165, "loss_nan_ranks": 0, "loss_rank_avg": 0.10196740925312042, "step": 5950, "valid_targets_mean": 1812.0, "valid_targets_min": 930 }, { "epoch": 3.282800441014333, "grad_norm": 0.7084562182668427, "learning_rate": 2.558763569506394e-05, "loss": 0.159, "loss_nan_ranks": 0, "loss_rank_avg": 0.07969842851161957, "step": 5955, "valid_targets_mean": 1594.1, "valid_targets_min": 903 }, { "epoch": 3.2855567805953694, "grad_norm": 0.6752390503934562, "learning_rate": 2.556123477629332e-05, "loss": 0.1536, "loss_nan_ranks": 0, "loss_rank_avg": 0.08806701749563217, "step": 5960, "valid_targets_mean": 1767.1, "valid_targets_min": 1152 }, { "epoch": 3.2883131201764058, "grad_norm": 0.7226042699560578, "learning_rate": 2.5534823350723022e-05, "loss": 0.1517, "loss_nan_ranks": 0, "loss_rank_avg": 0.07272815704345703, "step": 5965, "valid_targets_mean": 1226.6, "valid_targets_min": 755 }, { "epoch": 3.291069459757442, "grad_norm": 0.779308170450985, "learning_rate": 2.550840146825195e-05, "loss": 0.1668, "loss_nan_ranks": 0, "loss_rank_avg": 0.09173888713121414, "step": 5970, "valid_targets_mean": 1532.1, "valid_targets_min": 853 }, { "epoch": 3.2938257993384785, "grad_norm": 0.6888456112298955, "learning_rate": 2.548196917879878e-05, "loss": 0.1604, "loss_nan_ranks": 0, "loss_rank_avg": 0.08668754994869232, "step": 5975, "valid_targets_mean": 1733.0, "valid_targets_min": 1455 }, { "epoch": 3.296582138919515, "grad_norm": 0.6705726392476253, "learning_rate": 2.5455526532301838e-05, "loss": 0.1567, "loss_nan_ranks": 0, "loss_rank_avg": 0.07058720290660858, "step": 5980, "valid_targets_mean": 1470.8, "valid_targets_min": 940 }, { "epoch": 3.2993384785005513, "grad_norm": 0.685909685753295, "learning_rate": 2.5429073578719018e-05, "loss": 0.1573, "loss_nan_ranks": 0, "loss_rank_avg": 0.07246449589729309, "step": 5985, "valid_targets_mean": 1477.2, "valid_targets_min": 1224 }, { "epoch": 3.3020948180815877, "grad_norm": 0.6757125766577314, "learning_rate": 2.540261036802769e-05, "loss": 0.1605, "loss_nan_ranks": 0, "loss_rank_avg": 0.06590719521045685, "step": 5990, "valid_targets_mean": 1271.5, "valid_targets_min": 738 }, { "epoch": 3.304851157662624, "grad_norm": 0.665315383514823, "learning_rate": 2.53761369502246e-05, "loss": 0.1607, "loss_nan_ranks": 0, "loss_rank_avg": 0.09540765732526779, "step": 5995, "valid_targets_mean": 2017.0, "valid_targets_min": 877 }, { "epoch": 3.3076074972436604, "grad_norm": 0.7628088968155343, "learning_rate": 2.5349653375325788e-05, "loss": 0.1587, "loss_nan_ranks": 0, "loss_rank_avg": 0.08156589418649673, "step": 6000, "valid_targets_mean": 1284.6, "valid_targets_min": 635 }, { "epoch": 3.310363836824697, "grad_norm": 0.7204950856895939, "learning_rate": 2.5323159693366472e-05, "loss": 0.156, "loss_nan_ranks": 0, "loss_rank_avg": 0.05616691708564758, "step": 6005, "valid_targets_mean": 1100.9, "valid_targets_min": 813 }, { "epoch": 3.313120176405733, "grad_norm": 0.7592815109298671, "learning_rate": 2.529665595440096e-05, "loss": 0.1506, "loss_nan_ranks": 0, "loss_rank_avg": 0.07726922631263733, "step": 6010, "valid_targets_mean": 1388.8, "valid_targets_min": 816 }, { "epoch": 3.3158765159867696, "grad_norm": 0.7601899698687988, "learning_rate": 2.5270142208502586e-05, "loss": 0.1586, "loss_nan_ranks": 0, "loss_rank_avg": 0.07069392502307892, "step": 6015, "valid_targets_mean": 1387.8, "valid_targets_min": 660 }, { "epoch": 3.318632855567806, "grad_norm": 0.7719461183220124, "learning_rate": 2.5243618505763562e-05, "loss": 0.1599, "loss_nan_ranks": 0, "loss_rank_avg": 0.07524304836988449, "step": 6020, "valid_targets_mean": 1437.5, "valid_targets_min": 727 }, { "epoch": 3.3213891951488423, "grad_norm": 0.7262686864401563, "learning_rate": 2.5217084896294926e-05, "loss": 0.1546, "loss_nan_ranks": 0, "loss_rank_avg": 0.07308384776115417, "step": 6025, "valid_targets_mean": 1407.8, "valid_targets_min": 691 }, { "epoch": 3.3241455347298787, "grad_norm": 0.7448257518304007, "learning_rate": 2.5190541430226432e-05, "loss": 0.1595, "loss_nan_ranks": 0, "loss_rank_avg": 0.08132465928792953, "step": 6030, "valid_targets_mean": 1319.6, "valid_targets_min": 839 }, { "epoch": 3.326901874310915, "grad_norm": 0.7645225512561269, "learning_rate": 2.516398815770645e-05, "loss": 0.16, "loss_nan_ranks": 0, "loss_rank_avg": 0.08001318573951721, "step": 6035, "valid_targets_mean": 1483.9, "valid_targets_min": 949 }, { "epoch": 3.3296582138919515, "grad_norm": 0.6927221461779683, "learning_rate": 2.513742512890189e-05, "loss": 0.1556, "loss_nan_ranks": 0, "loss_rank_avg": 0.08853611350059509, "step": 6040, "valid_targets_mean": 1929.4, "valid_targets_min": 877 }, { "epoch": 3.332414553472988, "grad_norm": 0.7845756917752043, "learning_rate": 2.511085239399807e-05, "loss": 0.1602, "loss_nan_ranks": 0, "loss_rank_avg": 0.08278684318065643, "step": 6045, "valid_targets_mean": 1496.9, "valid_targets_min": 835 }, { "epoch": 3.3351708930540243, "grad_norm": 0.7621394481704554, "learning_rate": 2.5084270003198672e-05, "loss": 0.159, "loss_nan_ranks": 0, "loss_rank_avg": 0.08645252883434296, "step": 6050, "valid_targets_mean": 1529.4, "valid_targets_min": 1009 }, { "epoch": 3.3379272326350606, "grad_norm": 0.7620803483861601, "learning_rate": 2.5057678006725613e-05, "loss": 0.162, "loss_nan_ranks": 0, "loss_rank_avg": 0.07133709639310837, "step": 6055, "valid_targets_mean": 1341.5, "valid_targets_min": 746 }, { "epoch": 3.340683572216097, "grad_norm": 0.8046936095021902, "learning_rate": 2.503107645481895e-05, "loss": 0.1585, "loss_nan_ranks": 0, "loss_rank_avg": 0.08323918282985687, "step": 6060, "valid_targets_mean": 1537.8, "valid_targets_min": 726 }, { "epoch": 3.3434399117971334, "grad_norm": 0.6659078190884129, "learning_rate": 2.5004465397736794e-05, "loss": 0.1689, "loss_nan_ranks": 0, "loss_rank_avg": 0.07124647498130798, "step": 6065, "valid_targets_mean": 1535.6, "valid_targets_min": 1215 }, { "epoch": 3.34619625137817, "grad_norm": 0.6572783349938557, "learning_rate": 2.4977844885755228e-05, "loss": 0.1587, "loss_nan_ranks": 0, "loss_rank_avg": 0.07897505164146423, "step": 6070, "valid_targets_mean": 1626.0, "valid_targets_min": 912 }, { "epoch": 3.348952590959206, "grad_norm": 0.6974227469322377, "learning_rate": 2.4951214969168177e-05, "loss": 0.1596, "loss_nan_ranks": 0, "loss_rank_avg": 0.07202719151973724, "step": 6075, "valid_targets_mean": 1346.5, "valid_targets_min": 645 }, { "epoch": 3.3517089305402425, "grad_norm": 0.754359893227626, "learning_rate": 2.492457569828736e-05, "loss": 0.156, "loss_nan_ranks": 0, "loss_rank_avg": 0.08316866308450699, "step": 6080, "valid_targets_mean": 1379.2, "valid_targets_min": 903 }, { "epoch": 3.354465270121279, "grad_norm": 0.6997188512291971, "learning_rate": 2.4897927123442135e-05, "loss": 0.1528, "loss_nan_ranks": 0, "loss_rank_avg": 0.0747290700674057, "step": 6085, "valid_targets_mean": 1572.8, "valid_targets_min": 844 }, { "epoch": 3.3572216097023153, "grad_norm": 0.7833276553779296, "learning_rate": 2.4871269294979473e-05, "loss": 0.1634, "loss_nan_ranks": 0, "loss_rank_avg": 0.0762481689453125, "step": 6090, "valid_targets_mean": 1180.0, "valid_targets_min": 690 }, { "epoch": 3.3599779492833517, "grad_norm": 0.7374274485578655, "learning_rate": 2.4844602263263805e-05, "loss": 0.1509, "loss_nan_ranks": 0, "loss_rank_avg": 0.07163633406162262, "step": 6095, "valid_targets_mean": 1370.9, "valid_targets_min": 820 }, { "epoch": 3.362734288864388, "grad_norm": 0.7070767348408084, "learning_rate": 2.481792607867696e-05, "loss": 0.1521, "loss_nan_ranks": 0, "loss_rank_avg": 0.0685414969921112, "step": 6100, "valid_targets_mean": 1423.6, "valid_targets_min": 1011 }, { "epoch": 3.3654906284454245, "grad_norm": 0.7083711465813802, "learning_rate": 2.479124079161805e-05, "loss": 0.1525, "loss_nan_ranks": 0, "loss_rank_avg": 0.0720287337899208, "step": 6105, "valid_targets_mean": 1416.4, "valid_targets_min": 780 }, { "epoch": 3.368246968026461, "grad_norm": 0.7846320707578657, "learning_rate": 2.4764546452503394e-05, "loss": 0.1679, "loss_nan_ranks": 0, "loss_rank_avg": 0.08491784334182739, "step": 6110, "valid_targets_mean": 1251.2, "valid_targets_min": 546 }, { "epoch": 3.3710033076074972, "grad_norm": 0.6976360561727827, "learning_rate": 2.4737843111766407e-05, "loss": 0.1522, "loss_nan_ranks": 0, "loss_rank_avg": 0.08084502071142197, "step": 6115, "valid_targets_mean": 1406.4, "valid_targets_min": 693 }, { "epoch": 3.3737596471885336, "grad_norm": 0.7192730520151608, "learning_rate": 2.471113081985752e-05, "loss": 0.1597, "loss_nan_ranks": 0, "loss_rank_avg": 0.09040600061416626, "step": 6120, "valid_targets_mean": 1968.0, "valid_targets_min": 1029 }, { "epoch": 3.37651598676957, "grad_norm": 0.6366363849327463, "learning_rate": 2.4684409627244064e-05, "loss": 0.1449, "loss_nan_ranks": 0, "loss_rank_avg": 0.06264091283082962, "step": 6125, "valid_targets_mean": 1574.9, "valid_targets_min": 679 }, { "epoch": 3.3792723263506064, "grad_norm": 0.7952282339421747, "learning_rate": 2.4657679584410187e-05, "loss": 0.1489, "loss_nan_ranks": 0, "loss_rank_avg": 0.07549738883972168, "step": 6130, "valid_targets_mean": 1420.1, "valid_targets_min": 986 }, { "epoch": 3.3820286659316428, "grad_norm": 0.7308122730264502, "learning_rate": 2.4630940741856762e-05, "loss": 0.156, "loss_nan_ranks": 0, "loss_rank_avg": 0.0581502839922905, "step": 6135, "valid_targets_mean": 1295.1, "valid_targets_min": 638 }, { "epoch": 3.384785005512679, "grad_norm": 0.7133550239520771, "learning_rate": 2.4604193150101287e-05, "loss": 0.1554, "loss_nan_ranks": 0, "loss_rank_avg": 0.06828457862138748, "step": 6140, "valid_targets_mean": 1453.1, "valid_targets_min": 720 }, { "epoch": 3.3875413450937155, "grad_norm": 0.7443190111146352, "learning_rate": 2.4577436859677795e-05, "loss": 0.1552, "loss_nan_ranks": 0, "loss_rank_avg": 0.0740957260131836, "step": 6145, "valid_targets_mean": 1325.5, "valid_targets_min": 873 }, { "epoch": 3.390297684674752, "grad_norm": 0.7585141385815627, "learning_rate": 2.455067192113674e-05, "loss": 0.1566, "loss_nan_ranks": 0, "loss_rank_avg": 0.07758934795856476, "step": 6150, "valid_targets_mean": 1553.0, "valid_targets_min": 685 }, { "epoch": 3.3930540242557883, "grad_norm": 0.7383372588524464, "learning_rate": 2.4523898385044924e-05, "loss": 0.1593, "loss_nan_ranks": 0, "loss_rank_avg": 0.08464233577251434, "step": 6155, "valid_targets_mean": 1387.9, "valid_targets_min": 710 }, { "epoch": 3.3958103638368247, "grad_norm": 0.8225932430652274, "learning_rate": 2.449711630198539e-05, "loss": 0.1701, "loss_nan_ranks": 0, "loss_rank_avg": 0.14323914051055908, "step": 6160, "valid_targets_mean": 2335.2, "valid_targets_min": 915 }, { "epoch": 3.398566703417861, "grad_norm": 0.5815496349556788, "learning_rate": 2.447032572255733e-05, "loss": 0.2728, "loss_nan_ranks": 0, "loss_rank_avg": 0.12792423367500305, "step": 6165, "valid_targets_mean": 5145.2, "valid_targets_min": 745 }, { "epoch": 3.4013230429988974, "grad_norm": 0.4527711025741082, "learning_rate": 2.4443526697375987e-05, "loss": 0.2514, "loss_nan_ranks": 0, "loss_rank_avg": 0.12657275795936584, "step": 6170, "valid_targets_mean": 5444.0, "valid_targets_min": 1842 }, { "epoch": 3.404079382579934, "grad_norm": 0.49166131951796893, "learning_rate": 2.441671927707256e-05, "loss": 0.2424, "loss_nan_ranks": 0, "loss_rank_avg": 0.0933639258146286, "step": 6175, "valid_targets_mean": 4881.1, "valid_targets_min": 1319 }, { "epoch": 3.40683572216097, "grad_norm": 0.4430129654366527, "learning_rate": 2.4389903512294115e-05, "loss": 0.2438, "loss_nan_ranks": 0, "loss_rank_avg": 0.12261107563972473, "step": 6180, "valid_targets_mean": 5722.4, "valid_targets_min": 2365 }, { "epoch": 3.4095920617420066, "grad_norm": 0.5282950814834866, "learning_rate": 2.4363079453703467e-05, "loss": 0.2536, "loss_nan_ranks": 0, "loss_rank_avg": 0.11502567678689957, "step": 6185, "valid_targets_mean": 4214.8, "valid_targets_min": 2074 }, { "epoch": 3.412348401323043, "grad_norm": 0.5287170876839649, "learning_rate": 2.4336247151979128e-05, "loss": 0.2477, "loss_nan_ranks": 0, "loss_rank_avg": 0.12764747440814972, "step": 6190, "valid_targets_mean": 5447.8, "valid_targets_min": 1991 }, { "epoch": 3.4151047409040793, "grad_norm": 0.5449218280056792, "learning_rate": 2.4309406657815146e-05, "loss": 0.2415, "loss_nan_ranks": 0, "loss_rank_avg": 0.10804009437561035, "step": 6195, "valid_targets_mean": 3284.6, "valid_targets_min": 1747 }, { "epoch": 3.4178610804851157, "grad_norm": 0.4944975415646534, "learning_rate": 2.4282558021921086e-05, "loss": 0.2447, "loss_nan_ranks": 0, "loss_rank_avg": 0.10888747870922089, "step": 6200, "valid_targets_mean": 4710.8, "valid_targets_min": 1165 }, { "epoch": 3.420617420066152, "grad_norm": 0.5042434182701653, "learning_rate": 2.425570129502187e-05, "loss": 0.2543, "loss_nan_ranks": 0, "loss_rank_avg": 0.10952840745449066, "step": 6205, "valid_targets_mean": 4457.4, "valid_targets_min": 1239 }, { "epoch": 3.4233737596471885, "grad_norm": 0.49424506700189763, "learning_rate": 2.4228836527857705e-05, "loss": 0.248, "loss_nan_ranks": 0, "loss_rank_avg": 0.13219739496707916, "step": 6210, "valid_targets_mean": 4907.9, "valid_targets_min": 2744 }, { "epoch": 3.426130099228225, "grad_norm": 0.44456662731307445, "learning_rate": 2.4201963771184008e-05, "loss": 0.2424, "loss_nan_ranks": 0, "loss_rank_avg": 0.11132525652647018, "step": 6215, "valid_targets_mean": 5654.8, "valid_targets_min": 2138 }, { "epoch": 3.4288864388092613, "grad_norm": 0.517378652332287, "learning_rate": 2.4175083075771283e-05, "loss": 0.2432, "loss_nan_ranks": 0, "loss_rank_avg": 0.11823809146881104, "step": 6220, "valid_targets_mean": 5088.0, "valid_targets_min": 2584 }, { "epoch": 3.4316427783902976, "grad_norm": 0.48526798859423875, "learning_rate": 2.4148194492405013e-05, "loss": 0.2491, "loss_nan_ranks": 0, "loss_rank_avg": 0.12625981867313385, "step": 6225, "valid_targets_mean": 5116.5, "valid_targets_min": 1365 }, { "epoch": 3.434399117971334, "grad_norm": 0.5447290615866072, "learning_rate": 2.4121298071885613e-05, "loss": 0.2424, "loss_nan_ranks": 0, "loss_rank_avg": 0.11234936118125916, "step": 6230, "valid_targets_mean": 3449.4, "valid_targets_min": 1717 }, { "epoch": 3.4371554575523704, "grad_norm": 0.5882270819301996, "learning_rate": 2.409439386502828e-05, "loss": 0.2528, "loss_nan_ranks": 0, "loss_rank_avg": 0.11351832747459412, "step": 6235, "valid_targets_mean": 3208.2, "valid_targets_min": 745 }, { "epoch": 3.439911797133407, "grad_norm": 0.5770140578754144, "learning_rate": 2.4067481922662945e-05, "loss": 0.2337, "loss_nan_ranks": 0, "loss_rank_avg": 0.12162694334983826, "step": 6240, "valid_targets_mean": 3638.1, "valid_targets_min": 1538 }, { "epoch": 3.442668136714443, "grad_norm": 0.5495050999089264, "learning_rate": 2.4040562295634137e-05, "loss": 0.2439, "loss_nan_ranks": 0, "loss_rank_avg": 0.10051672160625458, "step": 6245, "valid_targets_mean": 3239.1, "valid_targets_min": 1449 }, { "epoch": 3.4454244762954795, "grad_norm": 0.5620620775855073, "learning_rate": 2.4013635034800897e-05, "loss": 0.2542, "loss_nan_ranks": 0, "loss_rank_avg": 0.12960955500602722, "step": 6250, "valid_targets_mean": 4332.6, "valid_targets_min": 2546 }, { "epoch": 3.448180815876516, "grad_norm": 0.5932655242750333, "learning_rate": 2.398670019103672e-05, "loss": 0.2526, "loss_nan_ranks": 0, "loss_rank_avg": 0.10642994195222855, "step": 6255, "valid_targets_mean": 3518.0, "valid_targets_min": 1313 }, { "epoch": 3.4509371554575523, "grad_norm": 0.5575731692804224, "learning_rate": 2.395975781522938e-05, "loss": 0.2449, "loss_nan_ranks": 0, "loss_rank_avg": 0.1418878436088562, "step": 6260, "valid_targets_mean": 4586.4, "valid_targets_min": 1915 }, { "epoch": 3.4536934950385887, "grad_norm": 0.5405104472698241, "learning_rate": 2.3932807958280938e-05, "loss": 0.232, "loss_nan_ranks": 0, "loss_rank_avg": 0.10514342784881592, "step": 6265, "valid_targets_mean": 4111.0, "valid_targets_min": 1998 }, { "epoch": 3.456449834619625, "grad_norm": 0.6285484091757434, "learning_rate": 2.390585067110754e-05, "loss": 0.24, "loss_nan_ranks": 0, "loss_rank_avg": 0.09783228486776352, "step": 6270, "valid_targets_mean": 3531.4, "valid_targets_min": 2369 }, { "epoch": 3.4592061742006615, "grad_norm": 0.6146706670380021, "learning_rate": 2.38788860046394e-05, "loss": 0.2231, "loss_nan_ranks": 0, "loss_rank_avg": 0.1293877214193344, "step": 6275, "valid_targets_mean": 3523.4, "valid_targets_min": 2176 }, { "epoch": 3.461962513781698, "grad_norm": 0.6172235003576945, "learning_rate": 2.3851914009820645e-05, "loss": 0.2519, "loss_nan_ranks": 0, "loss_rank_avg": 0.14595340192317963, "step": 6280, "valid_targets_mean": 4304.4, "valid_targets_min": 3027 }, { "epoch": 3.464718853362734, "grad_norm": 0.5441066265027635, "learning_rate": 2.3824934737609283e-05, "loss": 0.2384, "loss_nan_ranks": 0, "loss_rank_avg": 0.09061658382415771, "step": 6285, "valid_targets_mean": 3186.2, "valid_targets_min": 1475 }, { "epoch": 3.4674751929437706, "grad_norm": 0.5465377515237156, "learning_rate": 2.3797948238977044e-05, "loss": 0.2376, "loss_nan_ranks": 0, "loss_rank_avg": 0.1014673039317131, "step": 6290, "valid_targets_mean": 3240.8, "valid_targets_min": 646 }, { "epoch": 3.470231532524807, "grad_norm": 0.5555477784253697, "learning_rate": 2.3770954564909326e-05, "loss": 0.2418, "loss_nan_ranks": 0, "loss_rank_avg": 0.12894469499588013, "step": 6295, "valid_targets_mean": 3814.9, "valid_targets_min": 1229 }, { "epoch": 3.4729878721058434, "grad_norm": 0.5742628054970059, "learning_rate": 2.3743953766405067e-05, "loss": 0.2251, "loss_nan_ranks": 0, "loss_rank_avg": 0.10887102782726288, "step": 6300, "valid_targets_mean": 3464.8, "valid_targets_min": 2826 }, { "epoch": 3.4757442116868797, "grad_norm": 0.5962623004402987, "learning_rate": 2.3716945894476692e-05, "loss": 0.2405, "loss_nan_ranks": 0, "loss_rank_avg": 0.11787180602550507, "step": 6305, "valid_targets_mean": 3609.2, "valid_targets_min": 1781 }, { "epoch": 3.478500551267916, "grad_norm": 0.6102011607782009, "learning_rate": 2.3689931000149962e-05, "loss": 0.2348, "loss_nan_ranks": 0, "loss_rank_avg": 0.11969827115535736, "step": 6310, "valid_targets_mean": 3260.4, "valid_targets_min": 1108 }, { "epoch": 3.4812568908489525, "grad_norm": 0.6017122457889318, "learning_rate": 2.3662909134463917e-05, "loss": 0.2338, "loss_nan_ranks": 0, "loss_rank_avg": 0.08846394717693329, "step": 6315, "valid_targets_mean": 2584.4, "valid_targets_min": 1910 }, { "epoch": 3.484013230429989, "grad_norm": 0.5852234971390976, "learning_rate": 2.363588034847077e-05, "loss": 0.2302, "loss_nan_ranks": 0, "loss_rank_avg": 0.12393698841333389, "step": 6320, "valid_targets_mean": 3782.1, "valid_targets_min": 1826 }, { "epoch": 3.4867695700110253, "grad_norm": 0.5799168628509384, "learning_rate": 2.3608844693235807e-05, "loss": 0.2374, "loss_nan_ranks": 0, "loss_rank_avg": 0.11487237364053726, "step": 6325, "valid_targets_mean": 4205.8, "valid_targets_min": 1587 }, { "epoch": 3.4895259095920617, "grad_norm": 0.6078556288462733, "learning_rate": 2.358180221983729e-05, "loss": 0.233, "loss_nan_ranks": 0, "loss_rank_avg": 0.1130157858133316, "step": 6330, "valid_targets_mean": 3286.8, "valid_targets_min": 1326 }, { "epoch": 3.492282249173098, "grad_norm": 0.6304666694172644, "learning_rate": 2.3554752979366367e-05, "loss": 0.2377, "loss_nan_ranks": 0, "loss_rank_avg": 0.09004136174917221, "step": 6335, "valid_targets_mean": 2832.0, "valid_targets_min": 1240 }, { "epoch": 3.4950385887541344, "grad_norm": 0.5939784539038993, "learning_rate": 2.352769702292696e-05, "loss": 0.2444, "loss_nan_ranks": 0, "loss_rank_avg": 0.10852304100990295, "step": 6340, "valid_targets_mean": 3817.9, "valid_targets_min": 1722 }, { "epoch": 3.497794928335171, "grad_norm": 0.5986642591121064, "learning_rate": 2.3500634401635695e-05, "loss": 0.2313, "loss_nan_ranks": 0, "loss_rank_avg": 0.12920263409614563, "step": 6345, "valid_targets_mean": 4388.9, "valid_targets_min": 1960 }, { "epoch": 3.500551267916207, "grad_norm": 0.5939490098274539, "learning_rate": 2.3473565166621778e-05, "loss": 0.2334, "loss_nan_ranks": 0, "loss_rank_avg": 0.10748495161533356, "step": 6350, "valid_targets_mean": 3341.1, "valid_targets_min": 1183 }, { "epoch": 3.5033076074972436, "grad_norm": 0.5616617310737125, "learning_rate": 2.3446489369026912e-05, "loss": 0.2362, "loss_nan_ranks": 0, "loss_rank_avg": 0.11116499453783035, "step": 6355, "valid_targets_mean": 4164.9, "valid_targets_min": 2488 }, { "epoch": 3.50606394707828, "grad_norm": 0.5822043567777454, "learning_rate": 2.3419407060005207e-05, "loss": 0.2421, "loss_nan_ranks": 0, "loss_rank_avg": 0.12118351459503174, "step": 6360, "valid_targets_mean": 3456.2, "valid_targets_min": 2495 }, { "epoch": 3.5088202866593163, "grad_norm": 0.6450334503145673, "learning_rate": 2.339231829072307e-05, "loss": 0.2306, "loss_nan_ranks": 0, "loss_rank_avg": 0.14776748418807983, "step": 6365, "valid_targets_mean": 3753.0, "valid_targets_min": 1644 }, { "epoch": 3.5115766262403527, "grad_norm": 0.6000955606376773, "learning_rate": 2.33652231123591e-05, "loss": 0.2367, "loss_nan_ranks": 0, "loss_rank_avg": 0.11825516819953918, "step": 6370, "valid_targets_mean": 3786.4, "valid_targets_min": 1579 }, { "epoch": 3.514332965821389, "grad_norm": 0.5889797874581091, "learning_rate": 2.3338121576104028e-05, "loss": 0.2337, "loss_nan_ranks": 0, "loss_rank_avg": 0.1244833916425705, "step": 6375, "valid_targets_mean": 3710.0, "valid_targets_min": 1574 }, { "epoch": 3.5170893054024255, "grad_norm": 0.5251695497357054, "learning_rate": 2.3311013733160585e-05, "loss": 0.2264, "loss_nan_ranks": 0, "loss_rank_avg": 0.1059429943561554, "step": 6380, "valid_targets_mean": 4509.0, "valid_targets_min": 2092 }, { "epoch": 3.519845644983462, "grad_norm": 0.5771742318417672, "learning_rate": 2.3283899634743414e-05, "loss": 0.2326, "loss_nan_ranks": 0, "loss_rank_avg": 0.10951802134513855, "step": 6385, "valid_targets_mean": 3671.8, "valid_targets_min": 1672 }, { "epoch": 3.5226019845644982, "grad_norm": 0.5351123123884047, "learning_rate": 2.3256779332078986e-05, "loss": 0.2379, "loss_nan_ranks": 0, "loss_rank_avg": 0.13419727981090546, "step": 6390, "valid_targets_mean": 4776.5, "valid_targets_min": 2483 }, { "epoch": 3.5253583241455346, "grad_norm": 0.5945321016766635, "learning_rate": 2.322965287640548e-05, "loss": 0.2311, "loss_nan_ranks": 0, "loss_rank_avg": 0.10337097942829132, "step": 6395, "valid_targets_mean": 3441.5, "valid_targets_min": 741 }, { "epoch": 3.528114663726571, "grad_norm": 0.5581309912396306, "learning_rate": 2.3202520318972708e-05, "loss": 0.2422, "loss_nan_ranks": 0, "loss_rank_avg": 0.12688183784484863, "step": 6400, "valid_targets_mean": 4108.2, "valid_targets_min": 1756 }, { "epoch": 3.5308710033076074, "grad_norm": 0.5695767839328957, "learning_rate": 2.317538171104202e-05, "loss": 0.2315, "loss_nan_ranks": 0, "loss_rank_avg": 0.11882161349058151, "step": 6405, "valid_targets_mean": 4258.1, "valid_targets_min": 1504 }, { "epoch": 3.5336273428886438, "grad_norm": 0.5617972611638663, "learning_rate": 2.314823710388618e-05, "loss": 0.2421, "loss_nan_ranks": 0, "loss_rank_avg": 0.12450900673866272, "step": 6410, "valid_targets_mean": 3893.6, "valid_targets_min": 1168 }, { "epoch": 3.53638368246968, "grad_norm": 0.592800038113691, "learning_rate": 2.312108654878929e-05, "loss": 0.2293, "loss_nan_ranks": 0, "loss_rank_avg": 0.11428281664848328, "step": 6415, "valid_targets_mean": 2834.5, "valid_targets_min": 1953 }, { "epoch": 3.5391400220507165, "grad_norm": 0.5753603336714727, "learning_rate": 2.3093930097046697e-05, "loss": 0.2415, "loss_nan_ranks": 0, "loss_rank_avg": 0.11373285204172134, "step": 6420, "valid_targets_mean": 3374.2, "valid_targets_min": 1213 }, { "epoch": 3.541896361631753, "grad_norm": 0.5007177129114649, "learning_rate": 2.3066767799964885e-05, "loss": 0.2234, "loss_nan_ranks": 0, "loss_rank_avg": 0.09671217948198318, "step": 6425, "valid_targets_mean": 4139.9, "valid_targets_min": 2749 }, { "epoch": 3.5446527012127893, "grad_norm": 0.6095629790019452, "learning_rate": 2.303959970886138e-05, "loss": 0.2249, "loss_nan_ranks": 0, "loss_rank_avg": 0.11914513260126114, "step": 6430, "valid_targets_mean": 4366.9, "valid_targets_min": 2525 }, { "epoch": 3.5474090407938257, "grad_norm": 0.5894601764010948, "learning_rate": 2.3012425875064657e-05, "loss": 0.2265, "loss_nan_ranks": 0, "loss_rank_avg": 0.134830504655838, "step": 6435, "valid_targets_mean": 4376.4, "valid_targets_min": 462 }, { "epoch": 3.550165380374862, "grad_norm": 0.5524726306805005, "learning_rate": 2.298524634991403e-05, "loss": 0.2403, "loss_nan_ranks": 0, "loss_rank_avg": 0.11727046966552734, "step": 6440, "valid_targets_mean": 3758.4, "valid_targets_min": 1001 }, { "epoch": 3.5529217199558984, "grad_norm": 0.562559547302879, "learning_rate": 2.2958061184759586e-05, "loss": 0.2316, "loss_nan_ranks": 0, "loss_rank_avg": 0.1261035054922104, "step": 6445, "valid_targets_mean": 3720.1, "valid_targets_min": 1622 }, { "epoch": 3.555678059536935, "grad_norm": 0.5755513944348452, "learning_rate": 2.2930870430962055e-05, "loss": 0.2373, "loss_nan_ranks": 0, "loss_rank_avg": 0.11407224833965302, "step": 6450, "valid_targets_mean": 3742.9, "valid_targets_min": 1963 }, { "epoch": 3.558434399117971, "grad_norm": 0.5883197472373739, "learning_rate": 2.2903674139892717e-05, "loss": 0.2329, "loss_nan_ranks": 0, "loss_rank_avg": 0.11099185794591904, "step": 6455, "valid_targets_mean": 3838.6, "valid_targets_min": 1456 }, { "epoch": 3.5611907386990076, "grad_norm": 0.5570435021398833, "learning_rate": 2.2876472362933333e-05, "loss": 0.2425, "loss_nan_ranks": 0, "loss_rank_avg": 0.11305543780326843, "step": 6460, "valid_targets_mean": 4055.6, "valid_targets_min": 1171 }, { "epoch": 3.563947078280044, "grad_norm": 0.5408844468230256, "learning_rate": 2.2849265151476016e-05, "loss": 0.2363, "loss_nan_ranks": 0, "loss_rank_avg": 0.126931831240654, "step": 6465, "valid_targets_mean": 4132.1, "valid_targets_min": 1814 }, { "epoch": 3.5667034178610804, "grad_norm": 0.5660331688767481, "learning_rate": 2.2822052556923145e-05, "loss": 0.2254, "loss_nan_ranks": 0, "loss_rank_avg": 0.10984844714403152, "step": 6470, "valid_targets_mean": 3922.2, "valid_targets_min": 1529 }, { "epoch": 3.5694597574421167, "grad_norm": 0.6326048345276221, "learning_rate": 2.279483463068728e-05, "loss": 0.229, "loss_nan_ranks": 0, "loss_rank_avg": 0.15491682291030884, "step": 6475, "valid_targets_mean": 5364.6, "valid_targets_min": 1813 }, { "epoch": 3.572216097023153, "grad_norm": 0.661730755332824, "learning_rate": 2.2767611424191043e-05, "loss": 0.2215, "loss_nan_ranks": 0, "loss_rank_avg": 0.1261109560728073, "step": 6480, "valid_targets_mean": 2870.6, "valid_targets_min": 1071 }, { "epoch": 3.5749724366041895, "grad_norm": 0.5600630355727813, "learning_rate": 2.274038298886704e-05, "loss": 0.2233, "loss_nan_ranks": 0, "loss_rank_avg": 0.11618770658969879, "step": 6485, "valid_targets_mean": 3716.1, "valid_targets_min": 2416 }, { "epoch": 3.577728776185226, "grad_norm": 0.6001017336048586, "learning_rate": 2.271314937615775e-05, "loss": 0.2146, "loss_nan_ranks": 0, "loss_rank_avg": 0.12243659049272537, "step": 6490, "valid_targets_mean": 4061.5, "valid_targets_min": 1077 }, { "epoch": 3.5804851157662623, "grad_norm": 0.5852133564324503, "learning_rate": 2.2685910637515427e-05, "loss": 0.2126, "loss_nan_ranks": 0, "loss_rank_avg": 0.09722046554088593, "step": 6495, "valid_targets_mean": 3204.9, "valid_targets_min": 1143 }, { "epoch": 3.5832414553472987, "grad_norm": 0.5705242616143488, "learning_rate": 2.2658666824402037e-05, "loss": 0.2235, "loss_nan_ranks": 0, "loss_rank_avg": 0.09298162907361984, "step": 6500, "valid_targets_mean": 3009.2, "valid_targets_min": 1852 }, { "epoch": 3.585997794928335, "grad_norm": 0.6947001413792235, "learning_rate": 2.26314179882891e-05, "loss": 0.2493, "loss_nan_ranks": 0, "loss_rank_avg": 0.11058565974235535, "step": 6505, "valid_targets_mean": 2987.4, "valid_targets_min": 1408 }, { "epoch": 3.5887541345093714, "grad_norm": 0.6159310751710421, "learning_rate": 2.2604164180657648e-05, "loss": 0.2251, "loss_nan_ranks": 0, "loss_rank_avg": 0.1000012531876564, "step": 6510, "valid_targets_mean": 2556.1, "valid_targets_min": 1563 }, { "epoch": 3.591510474090408, "grad_norm": 0.5941227363737334, "learning_rate": 2.2576905452998093e-05, "loss": 0.2352, "loss_nan_ranks": 0, "loss_rank_avg": 0.10665936022996902, "step": 6515, "valid_targets_mean": 3792.4, "valid_targets_min": 2318 }, { "epoch": 3.594266813671444, "grad_norm": 0.5571640567760464, "learning_rate": 2.2549641856810144e-05, "loss": 0.2214, "loss_nan_ranks": 0, "loss_rank_avg": 0.09101991355419159, "step": 6520, "valid_targets_mean": 2644.8, "valid_targets_min": 1251 }, { "epoch": 3.5970231532524806, "grad_norm": 0.5782948249265432, "learning_rate": 2.252237344360272e-05, "loss": 0.2265, "loss_nan_ranks": 0, "loss_rank_avg": 0.1310802698135376, "step": 6525, "valid_targets_mean": 4273.8, "valid_targets_min": 2248 }, { "epoch": 3.599779492833517, "grad_norm": 0.5944509254410688, "learning_rate": 2.249510026489383e-05, "loss": 0.2239, "loss_nan_ranks": 0, "loss_rank_avg": 0.103484146296978, "step": 6530, "valid_targets_mean": 3358.5, "valid_targets_min": 1272 }, { "epoch": 3.6025358324145533, "grad_norm": 0.5604715051373428, "learning_rate": 2.2467822372210487e-05, "loss": 0.2237, "loss_nan_ranks": 0, "loss_rank_avg": 0.10655966401100159, "step": 6535, "valid_targets_mean": 3453.5, "valid_targets_min": 1445 }, { "epoch": 3.6052921719955897, "grad_norm": 0.5904847839315162, "learning_rate": 2.244053981708861e-05, "loss": 0.2272, "loss_nan_ranks": 0, "loss_rank_avg": 0.14432498812675476, "step": 6540, "valid_targets_mean": 4757.5, "valid_targets_min": 3700 }, { "epoch": 3.608048511576626, "grad_norm": 0.5801171305046676, "learning_rate": 2.241325265107293e-05, "loss": 0.2254, "loss_nan_ranks": 0, "loss_rank_avg": 0.12514647841453552, "step": 6545, "valid_targets_mean": 4462.0, "valid_targets_min": 2708 }, { "epoch": 3.6108048511576625, "grad_norm": 0.5853053055582371, "learning_rate": 2.238596092571689e-05, "loss": 0.2216, "loss_nan_ranks": 0, "loss_rank_avg": 0.11838936805725098, "step": 6550, "valid_targets_mean": 3549.4, "valid_targets_min": 1505 }, { "epoch": 3.613561190738699, "grad_norm": 0.573076043245387, "learning_rate": 2.2358664692582542e-05, "loss": 0.2393, "loss_nan_ranks": 0, "loss_rank_avg": 0.11420096457004547, "step": 6555, "valid_targets_mean": 4404.0, "valid_targets_min": 3497 }, { "epoch": 3.6163175303197352, "grad_norm": 0.5535420909346925, "learning_rate": 2.2331364003240456e-05, "loss": 0.2338, "loss_nan_ranks": 0, "loss_rank_avg": 0.11688980460166931, "step": 6560, "valid_targets_mean": 4091.5, "valid_targets_min": 2368 }, { "epoch": 3.6190738699007716, "grad_norm": 0.5663832073840436, "learning_rate": 2.230405890926962e-05, "loss": 0.2383, "loss_nan_ranks": 0, "loss_rank_avg": 0.14589238166809082, "step": 6565, "valid_targets_mean": 4878.1, "valid_targets_min": 3436 }, { "epoch": 3.621830209481808, "grad_norm": 0.6100729799613839, "learning_rate": 2.2276749462257355e-05, "loss": 0.2373, "loss_nan_ranks": 0, "loss_rank_avg": 0.1151973307132721, "step": 6570, "valid_targets_mean": 3702.0, "valid_targets_min": 1134 }, { "epoch": 3.6245865490628444, "grad_norm": 0.6893642593720102, "learning_rate": 2.2249435713799188e-05, "loss": 0.2339, "loss_nan_ranks": 0, "loss_rank_avg": 0.1206585094332695, "step": 6575, "valid_targets_mean": 4411.8, "valid_targets_min": 1443 }, { "epoch": 3.6273428886438808, "grad_norm": 0.610846959478792, "learning_rate": 2.2222117715498788e-05, "loss": 0.2377, "loss_nan_ranks": 0, "loss_rank_avg": 0.11065837740898132, "step": 6580, "valid_targets_mean": 3434.1, "valid_targets_min": 1396 }, { "epoch": 3.630099228224917, "grad_norm": 0.5746393040036764, "learning_rate": 2.2194795518967847e-05, "loss": 0.2429, "loss_nan_ranks": 0, "loss_rank_avg": 0.09952611476182938, "step": 6585, "valid_targets_mean": 3704.8, "valid_targets_min": 1428 }, { "epoch": 3.6328555678059535, "grad_norm": 0.5564038133351629, "learning_rate": 2.2167469175825974e-05, "loss": 0.2243, "loss_nan_ranks": 0, "loss_rank_avg": 0.09552530944347382, "step": 6590, "valid_targets_mean": 3643.9, "valid_targets_min": 613 }, { "epoch": 3.63561190738699, "grad_norm": 0.5993590998109386, "learning_rate": 2.214013873770065e-05, "loss": 0.2298, "loss_nan_ranks": 0, "loss_rank_avg": 0.10809554904699326, "step": 6595, "valid_targets_mean": 3467.8, "valid_targets_min": 2040 }, { "epoch": 3.6383682469680263, "grad_norm": 0.643675548444291, "learning_rate": 2.211280425622705e-05, "loss": 0.2393, "loss_nan_ranks": 0, "loss_rank_avg": 0.1150679886341095, "step": 6600, "valid_targets_mean": 3434.5, "valid_targets_min": 1331 }, { "epoch": 3.6411245865490627, "grad_norm": 0.5620685538709803, "learning_rate": 2.2085465783048022e-05, "loss": 0.2277, "loss_nan_ranks": 0, "loss_rank_avg": 0.11839953064918518, "step": 6605, "valid_targets_mean": 4514.4, "valid_targets_min": 1320 }, { "epoch": 3.643880926130099, "grad_norm": 0.5344708995635962, "learning_rate": 2.2058123369813932e-05, "loss": 0.2314, "loss_nan_ranks": 0, "loss_rank_avg": 0.09781419485807419, "step": 6610, "valid_targets_mean": 3989.2, "valid_targets_min": 2752 }, { "epoch": 3.646637265711136, "grad_norm": 0.5863535931725102, "learning_rate": 2.203077706818259e-05, "loss": 0.2189, "loss_nan_ranks": 0, "loss_rank_avg": 0.10421283543109894, "step": 6615, "valid_targets_mean": 3245.4, "valid_targets_min": 1989 }, { "epoch": 3.649393605292172, "grad_norm": 0.5932942573077412, "learning_rate": 2.2003426929819184e-05, "loss": 0.2324, "loss_nan_ranks": 0, "loss_rank_avg": 0.13112995028495789, "step": 6620, "valid_targets_mean": 3923.4, "valid_targets_min": 1074 }, { "epoch": 3.6521499448732087, "grad_norm": 0.5433107827579012, "learning_rate": 2.1976073006396113e-05, "loss": 0.2117, "loss_nan_ranks": 0, "loss_rank_avg": 0.1081799641251564, "step": 6625, "valid_targets_mean": 4182.0, "valid_targets_min": 1684 }, { "epoch": 3.6549062844542446, "grad_norm": 0.5561581283675747, "learning_rate": 2.1948715349592944e-05, "loss": 0.2334, "loss_nan_ranks": 0, "loss_rank_avg": 0.11031346768140793, "step": 6630, "valid_targets_mean": 4215.0, "valid_targets_min": 2179 }, { "epoch": 3.6576626240352814, "grad_norm": 0.5491635711724802, "learning_rate": 2.1921354011096302e-05, "loss": 0.2266, "loss_nan_ranks": 0, "loss_rank_avg": 0.09039963781833649, "step": 6635, "valid_targets_mean": 3483.4, "valid_targets_min": 2023 }, { "epoch": 3.6604189636163174, "grad_norm": 0.5839804271132429, "learning_rate": 2.1893989042599744e-05, "loss": 0.2336, "loss_nan_ranks": 0, "loss_rank_avg": 0.11396078020334244, "step": 6640, "valid_targets_mean": 3810.9, "valid_targets_min": 1776 }, { "epoch": 3.663175303197354, "grad_norm": 0.5921243800531575, "learning_rate": 2.1866620495803722e-05, "loss": 0.2194, "loss_nan_ranks": 0, "loss_rank_avg": 0.09831385314464569, "step": 6645, "valid_targets_mean": 3623.2, "valid_targets_min": 1964 }, { "epoch": 3.66593164277839, "grad_norm": 0.6178094944790615, "learning_rate": 2.183924842241542e-05, "loss": 0.234, "loss_nan_ranks": 0, "loss_rank_avg": 0.14169856905937195, "step": 6650, "valid_targets_mean": 5048.9, "valid_targets_min": 2580 }, { "epoch": 3.668687982359427, "grad_norm": 0.5694024200824386, "learning_rate": 2.1811872874148688e-05, "loss": 0.2258, "loss_nan_ranks": 0, "loss_rank_avg": 0.11276976019144058, "step": 6655, "valid_targets_mean": 4726.5, "valid_targets_min": 2757 }, { "epoch": 3.671444321940463, "grad_norm": 0.6143196024545351, "learning_rate": 2.178449390272396e-05, "loss": 0.2218, "loss_nan_ranks": 0, "loss_rank_avg": 0.10178348422050476, "step": 6660, "valid_targets_mean": 3046.2, "valid_targets_min": 1033 }, { "epoch": 3.6742006615214997, "grad_norm": 0.564578648764109, "learning_rate": 2.175711155986811e-05, "loss": 0.2161, "loss_nan_ranks": 0, "loss_rank_avg": 0.13365858793258667, "step": 6665, "valid_targets_mean": 4375.8, "valid_targets_min": 1877 }, { "epoch": 3.6769570011025356, "grad_norm": 0.5632339610649862, "learning_rate": 2.172972589731441e-05, "loss": 0.2183, "loss_nan_ranks": 0, "loss_rank_avg": 0.10958202183246613, "step": 6670, "valid_targets_mean": 3824.2, "valid_targets_min": 2480 }, { "epoch": 3.6797133406835725, "grad_norm": 0.5775008238134777, "learning_rate": 2.170233696680238e-05, "loss": 0.2162, "loss_nan_ranks": 0, "loss_rank_avg": 0.10177493095397949, "step": 6675, "valid_targets_mean": 3920.5, "valid_targets_min": 1357 }, { "epoch": 3.6824696802646084, "grad_norm": 0.5531349479236645, "learning_rate": 2.167494482007772e-05, "loss": 0.2111, "loss_nan_ranks": 0, "loss_rank_avg": 0.11939731985330582, "step": 6680, "valid_targets_mean": 4533.2, "valid_targets_min": 1495 }, { "epoch": 3.6852260198456452, "grad_norm": 0.6289113094556231, "learning_rate": 2.164754950889221e-05, "loss": 0.2131, "loss_nan_ranks": 0, "loss_rank_avg": 0.12104576826095581, "step": 6685, "valid_targets_mean": 3572.5, "valid_targets_min": 2053 }, { "epoch": 3.687982359426681, "grad_norm": 0.5747091363794755, "learning_rate": 2.1620151085003625e-05, "loss": 0.2178, "loss_nan_ranks": 0, "loss_rank_avg": 0.09782974421977997, "step": 6690, "valid_targets_mean": 3716.4, "valid_targets_min": 1149 }, { "epoch": 3.690738699007718, "grad_norm": 0.6645967328304315, "learning_rate": 2.1592749600175594e-05, "loss": 0.224, "loss_nan_ranks": 0, "loss_rank_avg": 0.09480296075344086, "step": 6695, "valid_targets_mean": 3558.0, "valid_targets_min": 1597 }, { "epoch": 3.693495038588754, "grad_norm": 0.5790936617253304, "learning_rate": 2.1565345106177533e-05, "loss": 0.238, "loss_nan_ranks": 0, "loss_rank_avg": 0.10597217082977295, "step": 6700, "valid_targets_mean": 4039.0, "valid_targets_min": 2266 }, { "epoch": 3.6962513781697908, "grad_norm": 0.6347162774551712, "learning_rate": 2.1537937654784556e-05, "loss": 0.2142, "loss_nan_ranks": 0, "loss_rank_avg": 0.10220508277416229, "step": 6705, "valid_targets_mean": 3054.6, "valid_targets_min": 1671 }, { "epoch": 3.6990077177508267, "grad_norm": 0.6229222261641609, "learning_rate": 2.1510527297777357e-05, "loss": 0.2179, "loss_nan_ranks": 0, "loss_rank_avg": 0.10816439986228943, "step": 6710, "valid_targets_mean": 3339.2, "valid_targets_min": 1971 }, { "epoch": 3.7017640573318635, "grad_norm": 0.5952127250472791, "learning_rate": 2.148311408694212e-05, "loss": 0.2159, "loss_nan_ranks": 0, "loss_rank_avg": 0.08948597311973572, "step": 6715, "valid_targets_mean": 2995.4, "valid_targets_min": 1664 }, { "epoch": 3.7045203969128995, "grad_norm": 0.5071708765109028, "learning_rate": 2.1455698074070422e-05, "loss": 0.2246, "loss_nan_ranks": 0, "loss_rank_avg": 0.09137539565563202, "step": 6720, "valid_targets_mean": 4727.0, "valid_targets_min": 3214 }, { "epoch": 3.7072767364939363, "grad_norm": 0.5774437962626661, "learning_rate": 2.1428279310959136e-05, "loss": 0.2308, "loss_nan_ranks": 0, "loss_rank_avg": 0.12156601250171661, "step": 6725, "valid_targets_mean": 3910.0, "valid_targets_min": 2416 }, { "epoch": 3.7100330760749722, "grad_norm": 0.5719476320152961, "learning_rate": 2.1400857849410324e-05, "loss": 0.2251, "loss_nan_ranks": 0, "loss_rank_avg": 0.12000076472759247, "step": 6730, "valid_targets_mean": 4422.2, "valid_targets_min": 2100 }, { "epoch": 3.712789415656009, "grad_norm": 0.5841212467716652, "learning_rate": 2.1373433741231144e-05, "loss": 0.2243, "loss_nan_ranks": 0, "loss_rank_avg": 0.11770911514759064, "step": 6735, "valid_targets_mean": 3553.8, "valid_targets_min": 1363 }, { "epoch": 3.715545755237045, "grad_norm": 0.5917765857135034, "learning_rate": 2.1346007038233774e-05, "loss": 0.2262, "loss_nan_ranks": 0, "loss_rank_avg": 0.10699576139450073, "step": 6740, "valid_targets_mean": 3909.9, "valid_targets_min": 1572 }, { "epoch": 3.718302094818082, "grad_norm": 0.61730039626189, "learning_rate": 2.131857779223528e-05, "loss": 0.2273, "loss_nan_ranks": 0, "loss_rank_avg": 0.1324215531349182, "step": 6745, "valid_targets_mean": 4026.5, "valid_targets_min": 875 }, { "epoch": 3.7210584343991178, "grad_norm": 0.4135958043495425, "learning_rate": 2.129114605505752e-05, "loss": 0.1265, "loss_nan_ranks": 0, "loss_rank_avg": 0.0492122657597065, "step": 6750, "valid_targets_mean": 2741.9, "valid_targets_min": 455 }, { "epoch": 3.7238147739801546, "grad_norm": 0.3854434640657211, "learning_rate": 2.126371187852708e-05, "loss": 0.0892, "loss_nan_ranks": 0, "loss_rank_avg": 0.04234106466174126, "step": 6755, "valid_targets_mean": 3359.0, "valid_targets_min": 2797 }, { "epoch": 3.7265711135611905, "grad_norm": 0.3667024533832895, "learning_rate": 2.1236275314475144e-05, "loss": 0.0852, "loss_nan_ranks": 0, "loss_rank_avg": 0.04928459972143173, "step": 6760, "valid_targets_mean": 3332.0, "valid_targets_min": 2059 }, { "epoch": 3.7293274531422274, "grad_norm": 0.47517264275278537, "learning_rate": 2.120883641473742e-05, "loss": 0.1054, "loss_nan_ranks": 0, "loss_rank_avg": 0.0505400076508522, "step": 6765, "valid_targets_mean": 3402.9, "valid_targets_min": 2417 }, { "epoch": 3.7320837927232633, "grad_norm": 0.4911086522043579, "learning_rate": 2.1181395231154004e-05, "loss": 0.0853, "loss_nan_ranks": 0, "loss_rank_avg": 0.04971815645694733, "step": 6770, "valid_targets_mean": 2768.4, "valid_targets_min": 1192 }, { "epoch": 3.7348401323043, "grad_norm": 0.6749115665932446, "learning_rate": 2.1153951815569326e-05, "loss": 0.0989, "loss_nan_ranks": 0, "loss_rank_avg": 0.06025379151105881, "step": 6775, "valid_targets_mean": 1055.5, "valid_targets_min": 803 }, { "epoch": 3.737596471885336, "grad_norm": 0.45345273612381143, "learning_rate": 2.112650621983203e-05, "loss": 0.1398, "loss_nan_ranks": 0, "loss_rank_avg": 0.05708978325128555, "step": 6780, "valid_targets_mean": 3310.8, "valid_targets_min": 1943 }, { "epoch": 3.740352811466373, "grad_norm": 0.5579874889887487, "learning_rate": 2.1099058495794874e-05, "loss": 0.0925, "loss_nan_ranks": 0, "loss_rank_avg": 0.061443109065294266, "step": 6785, "valid_targets_mean": 3068.4, "valid_targets_min": 777 }, { "epoch": 3.743109151047409, "grad_norm": 0.32788958952594904, "learning_rate": 2.1071608695314644e-05, "loss": 0.1057, "loss_nan_ranks": 0, "loss_rank_avg": 0.03548944368958473, "step": 6790, "valid_targets_mean": 3493.8, "valid_targets_min": 794 }, { "epoch": 3.7458654906284456, "grad_norm": 0.2987017312356992, "learning_rate": 2.104415687025204e-05, "loss": 0.1091, "loss_nan_ranks": 0, "loss_rank_avg": 0.041137054562568665, "step": 6795, "valid_targets_mean": 4785.0, "valid_targets_min": 2792 }, { "epoch": 3.7486218302094816, "grad_norm": 0.32257409252624825, "learning_rate": 2.1016703072471593e-05, "loss": 0.0835, "loss_nan_ranks": 0, "loss_rank_avg": 0.028763340786099434, "step": 6800, "valid_targets_mean": 2406.2, "valid_targets_min": 571 }, { "epoch": 3.7513781697905184, "grad_norm": 0.3555388890722737, "learning_rate": 2.0989247353841557e-05, "loss": 0.0907, "loss_nan_ranks": 0, "loss_rank_avg": 0.049447283148765564, "step": 6805, "valid_targets_mean": 3945.8, "valid_targets_min": 2633 }, { "epoch": 3.7541345093715544, "grad_norm": 0.5374256206005917, "learning_rate": 2.0961789766233824e-05, "loss": 0.0926, "loss_nan_ranks": 0, "loss_rank_avg": 0.06006057560443878, "step": 6810, "valid_targets_mean": 1659.1, "valid_targets_min": 590 }, { "epoch": 3.756890848952591, "grad_norm": 0.3920112094874407, "learning_rate": 2.0934330361523812e-05, "loss": 0.1232, "loss_nan_ranks": 0, "loss_rank_avg": 0.0389576330780983, "step": 6815, "valid_targets_mean": 3209.0, "valid_targets_min": 1346 }, { "epoch": 3.759647188533627, "grad_norm": 0.4989553916852877, "learning_rate": 2.0906869191590365e-05, "loss": 0.0875, "loss_nan_ranks": 0, "loss_rank_avg": 0.05927523225545883, "step": 6820, "valid_targets_mean": 2070.0, "valid_targets_min": 813 }, { "epoch": 3.762403528114664, "grad_norm": 0.3514893743378231, "learning_rate": 2.0879406308315668e-05, "loss": 0.0849, "loss_nan_ranks": 0, "loss_rank_avg": 0.034346580505371094, "step": 6825, "valid_targets_mean": 1865.4, "valid_targets_min": 905 }, { "epoch": 3.7651598676957, "grad_norm": 0.34639684826491884, "learning_rate": 2.0851941763585147e-05, "loss": 0.078, "loss_nan_ranks": 0, "loss_rank_avg": 0.04195670783519745, "step": 6830, "valid_targets_mean": 3711.9, "valid_targets_min": 2833 }, { "epoch": 3.7679162072767367, "grad_norm": 0.4517818054025793, "learning_rate": 2.082447560928736e-05, "loss": 0.0983, "loss_nan_ranks": 0, "loss_rank_avg": 0.046112917363643646, "step": 6835, "valid_targets_mean": 2754.4, "valid_targets_min": 468 }, { "epoch": 3.7706725468577726, "grad_norm": 0.3950533314899727, "learning_rate": 2.079700789731391e-05, "loss": 0.0976, "loss_nan_ranks": 0, "loss_rank_avg": 0.056785400956869125, "step": 6840, "valid_targets_mean": 3056.5, "valid_targets_min": 802 }, { "epoch": 3.7734288864388095, "grad_norm": 0.4155411016626426, "learning_rate": 2.0769538679559343e-05, "loss": 0.1012, "loss_nan_ranks": 0, "loss_rank_avg": 0.04642801731824875, "step": 6845, "valid_targets_mean": 2917.2, "valid_targets_min": 471 }, { "epoch": 3.7761852260198454, "grad_norm": 0.43339887312212766, "learning_rate": 2.074206800792105e-05, "loss": 0.0991, "loss_nan_ranks": 0, "loss_rank_avg": 0.043613798916339874, "step": 6850, "valid_targets_mean": 3326.2, "valid_targets_min": 636 }, { "epoch": 3.7789415656008822, "grad_norm": 0.35991685748750607, "learning_rate": 2.071459593429916e-05, "loss": 0.1329, "loss_nan_ranks": 0, "loss_rank_avg": 0.03546847775578499, "step": 6855, "valid_targets_mean": 3525.8, "valid_targets_min": 898 }, { "epoch": 3.781697905181918, "grad_norm": 0.41522757397874177, "learning_rate": 2.0687122510596462e-05, "loss": 0.0847, "loss_nan_ranks": 0, "loss_rank_avg": 0.045235127210617065, "step": 6860, "valid_targets_mean": 2996.2, "valid_targets_min": 1829 }, { "epoch": 3.784454244762955, "grad_norm": 0.7101860548240275, "learning_rate": 2.06596477887183e-05, "loss": 0.1159, "loss_nan_ranks": 0, "loss_rank_avg": 0.08586481213569641, "step": 6865, "valid_targets_mean": 1320.4, "valid_targets_min": 752 }, { "epoch": 3.787210584343991, "grad_norm": 0.5855070458014543, "learning_rate": 2.0632171820572454e-05, "loss": 0.1187, "loss_nan_ranks": 0, "loss_rank_avg": 0.08742330223321915, "step": 6870, "valid_targets_mean": 2208.9, "valid_targets_min": 596 }, { "epoch": 3.7899669239250278, "grad_norm": 0.373048455662043, "learning_rate": 2.0604694658069065e-05, "loss": 0.0904, "loss_nan_ranks": 0, "loss_rank_avg": 0.03316938132047653, "step": 6875, "valid_targets_mean": 3024.1, "valid_targets_min": 890 }, { "epoch": 3.7927232635060637, "grad_norm": 0.5855841371428925, "learning_rate": 2.057721635312054e-05, "loss": 0.203, "loss_nan_ranks": 0, "loss_rank_avg": 0.17197391390800476, "step": 6880, "valid_targets_mean": 2456.2, "valid_targets_min": 875 }, { "epoch": 3.7954796030871005, "grad_norm": 0.44244231586220517, "learning_rate": 2.054973695764143e-05, "loss": 0.1876, "loss_nan_ranks": 0, "loss_rank_avg": 0.041602082550525665, "step": 6885, "valid_targets_mean": 2688.0, "valid_targets_min": 752 }, { "epoch": 3.7982359426681365, "grad_norm": 0.3673282823080746, "learning_rate": 2.0522256523548362e-05, "loss": 0.1038, "loss_nan_ranks": 0, "loss_rank_avg": 0.040638431906700134, "step": 6890, "valid_targets_mean": 3327.1, "valid_targets_min": 1960 }, { "epoch": 3.8009922822491733, "grad_norm": 0.7302305577245911, "learning_rate": 2.049477510275991e-05, "loss": 0.1639, "loss_nan_ranks": 0, "loss_rank_avg": 0.21566346287727356, "step": 6895, "valid_targets_mean": 2729.6, "valid_targets_min": 1188 }, { "epoch": 3.8037486218302092, "grad_norm": 0.30540267753911565, "learning_rate": 2.0467292747196516e-05, "loss": 0.1167, "loss_nan_ranks": 0, "loss_rank_avg": 0.03313196450471878, "step": 6900, "valid_targets_mean": 4566.2, "valid_targets_min": 1693 }, { "epoch": 3.806504961411246, "grad_norm": 0.342808273944347, "learning_rate": 2.04398095087804e-05, "loss": 0.0892, "loss_nan_ranks": 0, "loss_rank_avg": 0.03234358876943588, "step": 6905, "valid_targets_mean": 3414.8, "valid_targets_min": 785 }, { "epoch": 3.809261300992282, "grad_norm": 0.4006466406426037, "learning_rate": 2.041232543943543e-05, "loss": 0.0982, "loss_nan_ranks": 0, "loss_rank_avg": 0.05204131454229355, "step": 6910, "valid_targets_mean": 3699.1, "valid_targets_min": 992 }, { "epoch": 3.812017640573319, "grad_norm": 0.36306701211978415, "learning_rate": 2.038484059108707e-05, "loss": 0.0872, "loss_nan_ranks": 0, "loss_rank_avg": 0.033380672335624695, "step": 6915, "valid_targets_mean": 2728.6, "valid_targets_min": 485 }, { "epoch": 3.8147739801543548, "grad_norm": 0.4577404801522828, "learning_rate": 2.0357355015662228e-05, "loss": 0.089, "loss_nan_ranks": 0, "loss_rank_avg": 0.05728590488433838, "step": 6920, "valid_targets_mean": 3903.5, "valid_targets_min": 2429 }, { "epoch": 3.8175303197353916, "grad_norm": 0.5231985973711474, "learning_rate": 2.0329868765089197e-05, "loss": 0.0854, "loss_nan_ranks": 0, "loss_rank_avg": 0.03369203954935074, "step": 6925, "valid_targets_mean": 1569.0, "valid_targets_min": 723 }, { "epoch": 3.8202866593164275, "grad_norm": 0.41973956170633603, "learning_rate": 2.0302381891297553e-05, "loss": 0.0872, "loss_nan_ranks": 0, "loss_rank_avg": 0.03964103385806084, "step": 6930, "valid_targets_mean": 3352.5, "valid_targets_min": 1763 }, { "epoch": 3.8230429988974644, "grad_norm": 0.3714278031600684, "learning_rate": 2.0274894446218042e-05, "loss": 0.0773, "loss_nan_ranks": 0, "loss_rank_avg": 0.04716416075825691, "step": 6935, "valid_targets_mean": 3818.8, "valid_targets_min": 3073 }, { "epoch": 3.8257993384785003, "grad_norm": 0.33654306353984187, "learning_rate": 2.024740648178249e-05, "loss": 0.1381, "loss_nan_ranks": 0, "loss_rank_avg": 0.03179306536912918, "step": 6940, "valid_targets_mean": 3618.4, "valid_targets_min": 2915 }, { "epoch": 3.828555678059537, "grad_norm": 0.35567396228841763, "learning_rate": 2.0219918049923707e-05, "loss": 0.0689, "loss_nan_ranks": 0, "loss_rank_avg": 0.03320031613111496, "step": 6945, "valid_targets_mean": 3032.0, "valid_targets_min": 718 }, { "epoch": 3.831312017640573, "grad_norm": 0.30073989701225184, "learning_rate": 2.0192429202575372e-05, "loss": 0.0794, "loss_nan_ranks": 0, "loss_rank_avg": 0.025534216314554214, "step": 6950, "valid_targets_mean": 3527.1, "valid_targets_min": 2531 }, { "epoch": 3.83406835722161, "grad_norm": 0.38920310845635087, "learning_rate": 2.0164939991671976e-05, "loss": 0.0796, "loss_nan_ranks": 0, "loss_rank_avg": 0.03747660294175148, "step": 6955, "valid_targets_mean": 3218.5, "valid_targets_min": 944 }, { "epoch": 3.836824696802646, "grad_norm": 0.4759346024497798, "learning_rate": 2.0137450469148674e-05, "loss": 0.0952, "loss_nan_ranks": 0, "loss_rank_avg": 0.03965476155281067, "step": 6960, "valid_targets_mean": 1023.1, "valid_targets_min": 487 }, { "epoch": 3.8395810363836826, "grad_norm": 0.3606623805415833, "learning_rate": 2.0109960686941223e-05, "loss": 0.1102, "loss_nan_ranks": 0, "loss_rank_avg": 0.046469129621982574, "step": 6965, "valid_targets_mean": 3657.1, "valid_targets_min": 2788 }, { "epoch": 3.8423373759647186, "grad_norm": 0.4833872087022775, "learning_rate": 2.0082470696985856e-05, "loss": 0.1236, "loss_nan_ranks": 0, "loss_rank_avg": 0.07054344564676285, "step": 6970, "valid_targets_mean": 1852.9, "valid_targets_min": 795 }, { "epoch": 3.8450937155457554, "grad_norm": 0.4406894556088469, "learning_rate": 2.005498055121921e-05, "loss": 0.0946, "loss_nan_ranks": 0, "loss_rank_avg": 0.04457228258252144, "step": 6975, "valid_targets_mean": 2663.5, "valid_targets_min": 521 }, { "epoch": 3.8478500551267913, "grad_norm": 0.45936993650234254, "learning_rate": 2.0027490301578217e-05, "loss": 0.1099, "loss_nan_ranks": 0, "loss_rank_avg": 0.05745764076709747, "step": 6980, "valid_targets_mean": 3276.8, "valid_targets_min": 707 }, { "epoch": 3.850606394707828, "grad_norm": 0.39180145490861984, "learning_rate": 2e-05, "loss": 0.123, "loss_nan_ranks": 0, "loss_rank_avg": 0.03580094873905182, "step": 6985, "valid_targets_mean": 2947.5, "valid_targets_min": 2657 }, { "epoch": 3.853362734288864, "grad_norm": 0.3891009986488211, "learning_rate": 1.997250969842179e-05, "loss": 0.0943, "loss_nan_ranks": 0, "loss_rank_avg": 0.03961687535047531, "step": 6990, "valid_targets_mean": 3084.2, "valid_targets_min": 885 }, { "epoch": 3.856119073869901, "grad_norm": 0.5133557530682479, "learning_rate": 1.9945019448780798e-05, "loss": 0.1115, "loss_nan_ranks": 0, "loss_rank_avg": 0.03952065482735634, "step": 6995, "valid_targets_mean": 3782.1, "valid_targets_min": 2384 }, { "epoch": 3.8588754134509373, "grad_norm": 0.4248151932704984, "learning_rate": 1.9917529303014148e-05, "loss": 0.0979, "loss_nan_ranks": 0, "loss_rank_avg": 0.05171374976634979, "step": 7000, "valid_targets_mean": 3404.1, "valid_targets_min": 1162 }, { "epoch": 3.8616317530319737, "grad_norm": 0.41180223754446615, "learning_rate": 1.9890039313058784e-05, "loss": 0.0907, "loss_nan_ranks": 0, "loss_rank_avg": 0.05209331959486008, "step": 7005, "valid_targets_mean": 5079.5, "valid_targets_min": 3681 }, { "epoch": 3.86438809261301, "grad_norm": 0.476824408749734, "learning_rate": 1.986254953085133e-05, "loss": 0.0821, "loss_nan_ranks": 0, "loss_rank_avg": 0.05138982832431793, "step": 7010, "valid_targets_mean": 2498.4, "valid_targets_min": 592 }, { "epoch": 3.8671444321940465, "grad_norm": 0.27493830558361904, "learning_rate": 1.9835060008328028e-05, "loss": 0.0781, "loss_nan_ranks": 0, "loss_rank_avg": 0.02843080833554268, "step": 7015, "valid_targets_mean": 4521.8, "valid_targets_min": 3791 }, { "epoch": 3.869900771775083, "grad_norm": 0.3694039926236481, "learning_rate": 1.9807570797424634e-05, "loss": 0.0858, "loss_nan_ranks": 0, "loss_rank_avg": 0.037427064031362534, "step": 7020, "valid_targets_mean": 3725.8, "valid_targets_min": 2852 }, { "epoch": 3.8726571113561192, "grad_norm": 0.4547453963093209, "learning_rate": 1.97800819500763e-05, "loss": 0.1014, "loss_nan_ranks": 0, "loss_rank_avg": 0.047768231481313705, "step": 7025, "valid_targets_mean": 1102.9, "valid_targets_min": 753 }, { "epoch": 3.8754134509371556, "grad_norm": 0.41341542109000223, "learning_rate": 1.9752593518217514e-05, "loss": 0.0886, "loss_nan_ranks": 0, "loss_rank_avg": 0.0456625334918499, "step": 7030, "valid_targets_mean": 3868.4, "valid_targets_min": 2434 }, { "epoch": 3.878169790518192, "grad_norm": 0.7008658944255679, "learning_rate": 1.972510555378196e-05, "loss": 0.1072, "loss_nan_ranks": 0, "loss_rank_avg": 0.05970633402466774, "step": 7035, "valid_targets_mean": 1375.4, "valid_targets_min": 780 }, { "epoch": 3.8809261300992284, "grad_norm": 0.3283348673179081, "learning_rate": 1.969761810870245e-05, "loss": 0.0725, "loss_nan_ranks": 0, "loss_rank_avg": 0.0396023653447628, "step": 7040, "valid_targets_mean": 3640.8, "valid_targets_min": 900 }, { "epoch": 3.8836824696802648, "grad_norm": 0.4147904920009393, "learning_rate": 1.967013123491081e-05, "loss": 0.0907, "loss_nan_ranks": 0, "loss_rank_avg": 0.05819077789783478, "step": 7045, "valid_targets_mean": 2995.4, "valid_targets_min": 653 }, { "epoch": 3.886438809261301, "grad_norm": 0.3990868196190449, "learning_rate": 1.964264498433778e-05, "loss": 0.0915, "loss_nan_ranks": 0, "loss_rank_avg": 0.0495319664478302, "step": 7050, "valid_targets_mean": 3711.2, "valid_targets_min": 2758 }, { "epoch": 3.8891951488423375, "grad_norm": 0.5137492743982259, "learning_rate": 1.9615159408912937e-05, "loss": 0.0787, "loss_nan_ranks": 0, "loss_rank_avg": 0.051678065210580826, "step": 7055, "valid_targets_mean": 1395.0, "valid_targets_min": 623 }, { "epoch": 3.891951488423374, "grad_norm": 0.39868407464960487, "learning_rate": 1.9587674560564573e-05, "loss": 0.0899, "loss_nan_ranks": 0, "loss_rank_avg": 0.04213912785053253, "step": 7060, "valid_targets_mean": 2325.1, "valid_targets_min": 822 }, { "epoch": 3.8947078280044103, "grad_norm": 0.44927128360209534, "learning_rate": 1.956019049121961e-05, "loss": 0.0914, "loss_nan_ranks": 0, "loss_rank_avg": 0.04818014055490494, "step": 7065, "valid_targets_mean": 2004.5, "valid_targets_min": 935 }, { "epoch": 3.8974641675854467, "grad_norm": 0.39071368008641344, "learning_rate": 1.9532707252803488e-05, "loss": 0.1066, "loss_nan_ranks": 0, "loss_rank_avg": 0.04595836251974106, "step": 7070, "valid_targets_mean": 3336.8, "valid_targets_min": 1660 }, { "epoch": 3.900220507166483, "grad_norm": 0.38888297096445135, "learning_rate": 1.9505224897240097e-05, "loss": 0.0877, "loss_nan_ranks": 0, "loss_rank_avg": 0.035211022943258286, "step": 7075, "valid_targets_mean": 2459.1, "valid_targets_min": 894 }, { "epoch": 3.9029768467475194, "grad_norm": 0.4882239062155527, "learning_rate": 1.9477743476451644e-05, "loss": 0.1082, "loss_nan_ranks": 0, "loss_rank_avg": 0.04037652537226677, "step": 7080, "valid_targets_mean": 2051.8, "valid_targets_min": 755 }, { "epoch": 3.905733186328556, "grad_norm": 0.6013288419610895, "learning_rate": 1.9450263042358574e-05, "loss": 0.103, "loss_nan_ranks": 0, "loss_rank_avg": 0.07325807958841324, "step": 7085, "valid_targets_mean": 1594.8, "valid_targets_min": 518 }, { "epoch": 3.908489525909592, "grad_norm": 0.4527045463422284, "learning_rate": 1.942278364687947e-05, "loss": 0.0921, "loss_nan_ranks": 0, "loss_rank_avg": 0.057140737771987915, "step": 7090, "valid_targets_mean": 3212.0, "valid_targets_min": 1026 }, { "epoch": 3.9112458654906286, "grad_norm": 0.2920401368289559, "learning_rate": 1.939530534193094e-05, "loss": 0.0766, "loss_nan_ranks": 0, "loss_rank_avg": 0.029383936896920204, "step": 7095, "valid_targets_mean": 3631.5, "valid_targets_min": 2736 }, { "epoch": 3.914002205071665, "grad_norm": 0.3569251892745568, "learning_rate": 1.9367828179427553e-05, "loss": 0.0857, "loss_nan_ranks": 0, "loss_rank_avg": 0.0332898311316967, "step": 7100, "valid_targets_mean": 2821.0, "valid_targets_min": 1681 }, { "epoch": 3.9167585446527013, "grad_norm": 0.3967271487758898, "learning_rate": 1.9340352211281707e-05, "loss": 0.1161, "loss_nan_ranks": 0, "loss_rank_avg": 0.04434385895729065, "step": 7105, "valid_targets_mean": 3006.9, "valid_targets_min": 929 }, { "epoch": 3.9195148842337377, "grad_norm": 0.3452259029753954, "learning_rate": 1.931287748940354e-05, "loss": 0.0735, "loss_nan_ranks": 0, "loss_rank_avg": 0.025976676493883133, "step": 7110, "valid_targets_mean": 3051.2, "valid_targets_min": 734 }, { "epoch": 3.922271223814774, "grad_norm": 0.3154986274766866, "learning_rate": 1.9285404065700847e-05, "loss": 0.0886, "loss_nan_ranks": 0, "loss_rank_avg": 0.032151345163583755, "step": 7115, "valid_targets_mean": 5296.9, "valid_targets_min": 3274 }, { "epoch": 3.9250275633958105, "grad_norm": 0.28577551771517906, "learning_rate": 1.9257931992078956e-05, "loss": 0.0846, "loss_nan_ranks": 0, "loss_rank_avg": 0.03602185100317001, "step": 7120, "valid_targets_mean": 4039.6, "valid_targets_min": 989 }, { "epoch": 3.927783902976847, "grad_norm": 0.2589461288111413, "learning_rate": 1.923046132044066e-05, "loss": 0.0706, "loss_nan_ranks": 0, "loss_rank_avg": 0.025001443922519684, "step": 7125, "valid_targets_mean": 4373.0, "valid_targets_min": 944 }, { "epoch": 3.9305402425578833, "grad_norm": 0.4172897209875139, "learning_rate": 1.9202992102686096e-05, "loss": 0.0943, "loss_nan_ranks": 0, "loss_rank_avg": 0.05997566878795624, "step": 7130, "valid_targets_mean": 4134.4, "valid_targets_min": 2713 }, { "epoch": 3.9332965821389196, "grad_norm": 0.32112720166999226, "learning_rate": 1.9175524390712645e-05, "loss": 0.0794, "loss_nan_ranks": 0, "loss_rank_avg": 0.02970898523926735, "step": 7135, "valid_targets_mean": 3617.2, "valid_targets_min": 423 }, { "epoch": 3.936052921719956, "grad_norm": 0.33901159500681305, "learning_rate": 1.914805823641486e-05, "loss": 0.109, "loss_nan_ranks": 0, "loss_rank_avg": 0.034686192870140076, "step": 7140, "valid_targets_mean": 3218.5, "valid_targets_min": 528 }, { "epoch": 3.9388092613009924, "grad_norm": 0.35773615404513137, "learning_rate": 1.9120593691684335e-05, "loss": 0.1094, "loss_nan_ranks": 0, "loss_rank_avg": 0.040162838995456696, "step": 7145, "valid_targets_mean": 2979.4, "valid_targets_min": 850 }, { "epoch": 3.941565600882029, "grad_norm": 0.3742005604519729, "learning_rate": 1.909313080840964e-05, "loss": 0.0687, "loss_nan_ranks": 0, "loss_rank_avg": 0.038524262607097626, "step": 7150, "valid_targets_mean": 3030.6, "valid_targets_min": 718 }, { "epoch": 3.944321940463065, "grad_norm": 0.35060830510608243, "learning_rate": 1.9065669638476195e-05, "loss": 0.1096, "loss_nan_ranks": 0, "loss_rank_avg": 0.035829007625579834, "step": 7155, "valid_targets_mean": 3710.5, "valid_targets_min": 1245 }, { "epoch": 3.9470782800441016, "grad_norm": 0.37565803751758764, "learning_rate": 1.903821023376618e-05, "loss": 0.0837, "loss_nan_ranks": 0, "loss_rank_avg": 0.05069202184677124, "step": 7160, "valid_targets_mean": 3328.5, "valid_targets_min": 1374 }, { "epoch": 3.949834619625138, "grad_norm": 0.46832589760532256, "learning_rate": 1.9010752646158447e-05, "loss": 0.0928, "loss_nan_ranks": 0, "loss_rank_avg": 0.034857943654060364, "step": 7165, "valid_targets_mean": 1037.5, "valid_targets_min": 592 }, { "epoch": 3.9525909592061743, "grad_norm": 0.5288498191879749, "learning_rate": 1.8983296927528413e-05, "loss": 0.1073, "loss_nan_ranks": 0, "loss_rank_avg": 0.061042726039886475, "step": 7170, "valid_targets_mean": 1320.5, "valid_targets_min": 517 }, { "epoch": 3.9553472987872107, "grad_norm": 0.3919535457912462, "learning_rate": 1.8955843129747965e-05, "loss": 0.1232, "loss_nan_ranks": 0, "loss_rank_avg": 0.03698907047510147, "step": 7175, "valid_targets_mean": 3405.5, "valid_targets_min": 863 }, { "epoch": 3.958103638368247, "grad_norm": 0.33053608622468394, "learning_rate": 1.8928391304685363e-05, "loss": 0.0909, "loss_nan_ranks": 0, "loss_rank_avg": 0.03195912390947342, "step": 7180, "valid_targets_mean": 3737.6, "valid_targets_min": 2999 }, { "epoch": 3.9608599779492835, "grad_norm": 0.4019820841992861, "learning_rate": 1.8900941504205133e-05, "loss": 0.0914, "loss_nan_ranks": 0, "loss_rank_avg": 0.04601987451314926, "step": 7185, "valid_targets_mean": 3086.1, "valid_targets_min": 672 }, { "epoch": 3.96361631753032, "grad_norm": 0.4536837771782932, "learning_rate": 1.8873493780167972e-05, "loss": 0.0861, "loss_nan_ranks": 0, "loss_rank_avg": 0.03485861420631409, "step": 7190, "valid_targets_mean": 1813.5, "valid_targets_min": 613 }, { "epoch": 3.9663726571113562, "grad_norm": 0.43129310518227815, "learning_rate": 1.8846048184430677e-05, "loss": 0.0849, "loss_nan_ranks": 0, "loss_rank_avg": 0.04179493337869644, "step": 7195, "valid_targets_mean": 2712.2, "valid_targets_min": 538 }, { "epoch": 3.9691289966923926, "grad_norm": 0.6961291706922926, "learning_rate": 1.8818604768846003e-05, "loss": 0.0803, "loss_nan_ranks": 0, "loss_rank_avg": 0.054252415895462036, "step": 7200, "valid_targets_mean": 986.4, "valid_targets_min": 754 }, { "epoch": 3.971885336273429, "grad_norm": 0.4004055536216383, "learning_rate": 1.8791163585262588e-05, "loss": 0.0981, "loss_nan_ranks": 0, "loss_rank_avg": 0.040289733558893204, "step": 7205, "valid_targets_mean": 2936.8, "valid_targets_min": 1095 }, { "epoch": 3.9746416758544654, "grad_norm": 0.44901378693854715, "learning_rate": 1.876372468552486e-05, "loss": 0.0787, "loss_nan_ranks": 0, "loss_rank_avg": 0.044789381325244904, "step": 7210, "valid_targets_mean": 3193.0, "valid_targets_min": 734 }, { "epoch": 3.9773980154355018, "grad_norm": 0.37255345894505926, "learning_rate": 1.8736288121472927e-05, "loss": 0.0828, "loss_nan_ranks": 0, "loss_rank_avg": 0.04594263806939125, "step": 7215, "valid_targets_mean": 3266.2, "valid_targets_min": 1000 }, { "epoch": 3.980154355016538, "grad_norm": 0.38965634056536264, "learning_rate": 1.8708853944942486e-05, "loss": 0.0956, "loss_nan_ranks": 0, "loss_rank_avg": 0.05038759857416153, "step": 7220, "valid_targets_mean": 4100.1, "valid_targets_min": 2762 }, { "epoch": 3.9829106945975745, "grad_norm": 0.2569824439262299, "learning_rate": 1.868142220776473e-05, "loss": 0.0762, "loss_nan_ranks": 0, "loss_rank_avg": 0.028724603354930878, "step": 7225, "valid_targets_mean": 5708.9, "valid_targets_min": 3667 }, { "epoch": 3.985667034178611, "grad_norm": 0.4157588796200929, "learning_rate": 1.865399296176623e-05, "loss": 0.0815, "loss_nan_ranks": 0, "loss_rank_avg": 0.04685450345277786, "step": 7230, "valid_targets_mean": 2413.6, "valid_targets_min": 671 }, { "epoch": 3.9884233737596473, "grad_norm": 0.3234512420034083, "learning_rate": 1.862656625876886e-05, "loss": 0.0784, "loss_nan_ranks": 0, "loss_rank_avg": 0.03301120176911354, "step": 7235, "valid_targets_mean": 3936.2, "valid_targets_min": 790 }, { "epoch": 3.9911797133406837, "grad_norm": 0.49881529309384837, "learning_rate": 1.8599142150589682e-05, "loss": 0.1792, "loss_nan_ranks": 0, "loss_rank_avg": 0.08657403290271759, "step": 7240, "valid_targets_mean": 3082.2, "valid_targets_min": 1054 }, { "epoch": 3.99393605292172, "grad_norm": 0.33501498596295887, "learning_rate": 1.8571720689040867e-05, "loss": 0.079, "loss_nan_ranks": 0, "loss_rank_avg": 0.03774603456258774, "step": 7245, "valid_targets_mean": 3091.2, "valid_targets_min": 980 }, { "epoch": 3.9966923925027564, "grad_norm": 0.39221121882944615, "learning_rate": 1.854430192592958e-05, "loss": 0.0899, "loss_nan_ranks": 0, "loss_rank_avg": 0.04876253381371498, "step": 7250, "valid_targets_mean": 2980.1, "valid_targets_min": 874 }, { "epoch": 3.999448732083793, "grad_norm": 0.5863250493398163, "learning_rate": 1.8516885913057886e-05, "loss": 0.1084, "loss_nan_ranks": 0, "loss_rank_avg": 0.11331163346767426, "step": 7255, "valid_targets_mean": 2233.0, "valid_targets_min": 1272 }, { "epoch": 4.002205071664829, "grad_norm": 0.6078666580151728, "learning_rate": 1.848947270222265e-05, "loss": 0.1789, "loss_nan_ranks": 0, "loss_rank_avg": 0.15226292610168457, "step": 7260, "valid_targets_mean": 8001.9, "valid_targets_min": 6110 }, { "epoch": 4.004961411245866, "grad_norm": 0.41363689168427437, "learning_rate": 1.8462062345215447e-05, "loss": 0.1943, "loss_nan_ranks": 0, "loss_rank_avg": 0.09134787321090698, "step": 7265, "valid_targets_mean": 6637.6, "valid_targets_min": 5446 }, { "epoch": 4.0077177508269015, "grad_norm": 0.3926998485762995, "learning_rate": 1.8434654893822474e-05, "loss": 0.183, "loss_nan_ranks": 0, "loss_rank_avg": 0.09648989140987396, "step": 7270, "valid_targets_mean": 7098.2, "valid_targets_min": 5340 }, { "epoch": 4.010474090407938, "grad_norm": 0.34945593299069794, "learning_rate": 1.8407250399824416e-05, "loss": 0.178, "loss_nan_ranks": 0, "loss_rank_avg": 0.08640488237142563, "step": 7275, "valid_targets_mean": 7605.0, "valid_targets_min": 5582 }, { "epoch": 4.013230429988974, "grad_norm": 0.3729974197520134, "learning_rate": 1.837984891499638e-05, "loss": 0.1815, "loss_nan_ranks": 0, "loss_rank_avg": 0.08459024131298065, "step": 7280, "valid_targets_mean": 8599.5, "valid_targets_min": 6330 }, { "epoch": 4.015986769570011, "grad_norm": 0.36920547408917076, "learning_rate": 1.8352450491107793e-05, "loss": 0.1856, "loss_nan_ranks": 0, "loss_rank_avg": 0.0919535905122757, "step": 7285, "valid_targets_mean": 7354.9, "valid_targets_min": 5812 }, { "epoch": 4.018743109151047, "grad_norm": 0.3543378089432998, "learning_rate": 1.8325055179922285e-05, "loss": 0.194, "loss_nan_ranks": 0, "loss_rank_avg": 0.104297935962677, "step": 7290, "valid_targets_mean": 7989.4, "valid_targets_min": 5251 }, { "epoch": 4.021499448732084, "grad_norm": 0.3520471450789033, "learning_rate": 1.829766303319763e-05, "loss": 0.1828, "loss_nan_ranks": 0, "loss_rank_avg": 0.07679878175258636, "step": 7295, "valid_targets_mean": 7022.4, "valid_targets_min": 4116 }, { "epoch": 4.02425578831312, "grad_norm": 0.4269809390918409, "learning_rate": 1.82702741026856e-05, "loss": 0.1764, "loss_nan_ranks": 0, "loss_rank_avg": 0.07520589232444763, "step": 7300, "valid_targets_mean": 5345.5, "valid_targets_min": 3897 }, { "epoch": 4.027012127894157, "grad_norm": 0.3847273664267357, "learning_rate": 1.8242888440131894e-05, "loss": 0.1635, "loss_nan_ranks": 0, "loss_rank_avg": 0.07981960475444794, "step": 7305, "valid_targets_mean": 6035.9, "valid_targets_min": 4843 }, { "epoch": 4.029768467475193, "grad_norm": 0.38270201259985437, "learning_rate": 1.8215506097276047e-05, "loss": 0.1817, "loss_nan_ranks": 0, "loss_rank_avg": 0.08584163337945938, "step": 7310, "valid_targets_mean": 6969.2, "valid_targets_min": 5988 }, { "epoch": 4.032524807056229, "grad_norm": 0.3798113248097001, "learning_rate": 1.8188127125851315e-05, "loss": 0.171, "loss_nan_ranks": 0, "loss_rank_avg": 0.0853894054889679, "step": 7315, "valid_targets_mean": 6150.4, "valid_targets_min": 4637 }, { "epoch": 4.035281146637265, "grad_norm": 0.3571042461891464, "learning_rate": 1.8160751577584587e-05, "loss": 0.1765, "loss_nan_ranks": 0, "loss_rank_avg": 0.07836826890707016, "step": 7320, "valid_targets_mean": 6220.1, "valid_targets_min": 4868 }, { "epoch": 4.038037486218302, "grad_norm": 0.354259541234493, "learning_rate": 1.8133379504196288e-05, "loss": 0.1694, "loss_nan_ranks": 0, "loss_rank_avg": 0.07710032165050507, "step": 7325, "valid_targets_mean": 7126.4, "valid_targets_min": 5291 }, { "epoch": 4.040793825799338, "grad_norm": 0.36679961563949465, "learning_rate": 1.8106010957400263e-05, "loss": 0.1721, "loss_nan_ranks": 0, "loss_rank_avg": 0.08878771960735321, "step": 7330, "valid_targets_mean": 7184.9, "valid_targets_min": 4699 }, { "epoch": 4.043550165380375, "grad_norm": 0.3767369417168399, "learning_rate": 1.807864598890371e-05, "loss": 0.1785, "loss_nan_ranks": 0, "loss_rank_avg": 0.08659182488918304, "step": 7335, "valid_targets_mean": 6518.6, "valid_targets_min": 5707 }, { "epoch": 4.046306504961411, "grad_norm": 0.36392322970891733, "learning_rate": 1.805128465040706e-05, "loss": 0.1702, "loss_nan_ranks": 0, "loss_rank_avg": 0.0877913162112236, "step": 7340, "valid_targets_mean": 6694.6, "valid_targets_min": 4508 }, { "epoch": 4.049062844542448, "grad_norm": 0.4697192087104221, "learning_rate": 1.8023926993603894e-05, "loss": 0.1772, "loss_nan_ranks": 0, "loss_rank_avg": 0.09569253027439117, "step": 7345, "valid_targets_mean": 4555.8, "valid_targets_min": 1033 }, { "epoch": 4.051819184123484, "grad_norm": 0.4049992835009321, "learning_rate": 1.7996573070180823e-05, "loss": 0.1891, "loss_nan_ranks": 0, "loss_rank_avg": 0.09000088274478912, "step": 7350, "valid_targets_mean": 6398.8, "valid_targets_min": 5380 }, { "epoch": 4.0545755237045205, "grad_norm": 0.6025020814014947, "learning_rate": 1.7969222931817412e-05, "loss": 0.1685, "loss_nan_ranks": 0, "loss_rank_avg": 0.02547072246670723, "step": 7355, "valid_targets_mean": 579.6, "valid_targets_min": 157 }, { "epoch": 4.057331863285556, "grad_norm": 0.42285933024556605, "learning_rate": 1.7941876630186078e-05, "loss": 0.1618, "loss_nan_ranks": 0, "loss_rank_avg": 0.09041106700897217, "step": 7360, "valid_targets_mean": 8202.1, "valid_targets_min": 5037 }, { "epoch": 4.060088202866593, "grad_norm": 0.3998934316258495, "learning_rate": 1.7914534216951988e-05, "loss": 0.1731, "loss_nan_ranks": 0, "loss_rank_avg": 0.0950043797492981, "step": 7365, "valid_targets_mean": 7208.6, "valid_targets_min": 5089 }, { "epoch": 4.062844542447629, "grad_norm": 0.3866440605194138, "learning_rate": 1.7887195743772953e-05, "loss": 0.1725, "loss_nan_ranks": 0, "loss_rank_avg": 0.07695619761943817, "step": 7370, "valid_targets_mean": 6292.2, "valid_targets_min": 4835 }, { "epoch": 4.065600882028666, "grad_norm": 0.3714754947528403, "learning_rate": 1.785986126229936e-05, "loss": 0.179, "loss_nan_ranks": 0, "loss_rank_avg": 0.08767920732498169, "step": 7375, "valid_targets_mean": 7856.0, "valid_targets_min": 5974 }, { "epoch": 4.068357221609702, "grad_norm": 0.35642691199844273, "learning_rate": 1.783253082417403e-05, "loss": 0.1692, "loss_nan_ranks": 0, "loss_rank_avg": 0.07744421064853668, "step": 7380, "valid_targets_mean": 7059.6, "valid_targets_min": 4885 }, { "epoch": 4.071113561190739, "grad_norm": 0.4488435336560105, "learning_rate": 1.780520448103216e-05, "loss": 0.1637, "loss_nan_ranks": 0, "loss_rank_avg": 0.07951182126998901, "step": 7385, "valid_targets_mean": 7414.6, "valid_targets_min": 4181 }, { "epoch": 4.073869900771775, "grad_norm": 0.35975353470226124, "learning_rate": 1.7777882284501215e-05, "loss": 0.1508, "loss_nan_ranks": 0, "loss_rank_avg": 0.08116020262241364, "step": 7390, "valid_targets_mean": 7876.2, "valid_targets_min": 5037 }, { "epoch": 4.0766262403528115, "grad_norm": 0.33027142809176085, "learning_rate": 1.7750564286200816e-05, "loss": 0.1517, "loss_nan_ranks": 0, "loss_rank_avg": 0.071902796626091, "step": 7395, "valid_targets_mean": 8526.2, "valid_targets_min": 6299 }, { "epoch": 4.0793825799338475, "grad_norm": 0.4164459607714372, "learning_rate": 1.772325053774265e-05, "loss": 0.1777, "loss_nan_ranks": 0, "loss_rank_avg": 0.08210623264312744, "step": 7400, "valid_targets_mean": 4955.2, "valid_targets_min": 2831 }, { "epoch": 4.082138919514884, "grad_norm": 0.4144751897928814, "learning_rate": 1.7695941090730385e-05, "loss": 0.1615, "loss_nan_ranks": 0, "loss_rank_avg": 0.0955483540892601, "step": 7405, "valid_targets_mean": 7099.0, "valid_targets_min": 5303 }, { "epoch": 4.08489525909592, "grad_norm": 0.40730530788650404, "learning_rate": 1.7668635996759547e-05, "loss": 0.1811, "loss_nan_ranks": 0, "loss_rank_avg": 0.09250541031360626, "step": 7410, "valid_targets_mean": 6837.5, "valid_targets_min": 4678 }, { "epoch": 4.087651598676957, "grad_norm": 0.39341986441409216, "learning_rate": 1.7641335307417465e-05, "loss": 0.187, "loss_nan_ranks": 0, "loss_rank_avg": 0.08619027584791183, "step": 7415, "valid_targets_mean": 6603.6, "valid_targets_min": 4604 }, { "epoch": 4.090407938257993, "grad_norm": 0.37161173372605755, "learning_rate": 1.7614039074283117e-05, "loss": 0.1793, "loss_nan_ranks": 0, "loss_rank_avg": 0.0809294804930687, "step": 7420, "valid_targets_mean": 6302.1, "valid_targets_min": 5395 }, { "epoch": 4.09316427783903, "grad_norm": 0.38665118536513754, "learning_rate": 1.7586747348927075e-05, "loss": 0.1747, "loss_nan_ranks": 0, "loss_rank_avg": 0.08277405053377151, "step": 7425, "valid_targets_mean": 6784.9, "valid_targets_min": 4932 }, { "epoch": 4.095920617420066, "grad_norm": 0.4381286957995197, "learning_rate": 1.7559460182911396e-05, "loss": 0.1811, "loss_nan_ranks": 0, "loss_rank_avg": 0.09550921618938446, "step": 7430, "valid_targets_mean": 6887.4, "valid_targets_min": 5304 }, { "epoch": 4.098676957001103, "grad_norm": 0.377381348862524, "learning_rate": 1.7532177627789516e-05, "loss": 0.1735, "loss_nan_ranks": 0, "loss_rank_avg": 0.08894434571266174, "step": 7435, "valid_targets_mean": 6433.5, "valid_targets_min": 5161 }, { "epoch": 4.1014332965821385, "grad_norm": 0.38003882407730316, "learning_rate": 1.7504899735106173e-05, "loss": 0.1773, "loss_nan_ranks": 0, "loss_rank_avg": 0.09020879864692688, "step": 7440, "valid_targets_mean": 7024.6, "valid_targets_min": 4881 }, { "epoch": 4.104189636163175, "grad_norm": 0.43696754562399215, "learning_rate": 1.7477626556397283e-05, "loss": 0.1792, "loss_nan_ranks": 0, "loss_rank_avg": 0.09822157025337219, "step": 7445, "valid_targets_mean": 7438.8, "valid_targets_min": 5396 }, { "epoch": 4.106945975744211, "grad_norm": 0.4119549955440186, "learning_rate": 1.745035814318986e-05, "loss": 0.1799, "loss_nan_ranks": 0, "loss_rank_avg": 0.09425225108861923, "step": 7450, "valid_targets_mean": 6787.4, "valid_targets_min": 5254 }, { "epoch": 4.109702315325248, "grad_norm": 0.3820297864520318, "learning_rate": 1.7423094547001913e-05, "loss": 0.1776, "loss_nan_ranks": 0, "loss_rank_avg": 0.09293752908706665, "step": 7455, "valid_targets_mean": 7077.1, "valid_targets_min": 5169 }, { "epoch": 4.112458654906284, "grad_norm": 0.40942316175263216, "learning_rate": 1.7395835819342355e-05, "loss": 0.1746, "loss_nan_ranks": 0, "loss_rank_avg": 0.0850178599357605, "step": 7460, "valid_targets_mean": 5610.6, "valid_targets_min": 4806 }, { "epoch": 4.115214994487321, "grad_norm": 0.8240917775892426, "learning_rate": 1.7368582011710904e-05, "loss": 0.1443, "loss_nan_ranks": 0, "loss_rank_avg": 0.14348801970481873, "step": 7465, "valid_targets_mean": 2044.8, "valid_targets_min": 133 }, { "epoch": 4.117971334068357, "grad_norm": 0.4377537370811728, "learning_rate": 1.734133317559797e-05, "loss": 0.1795, "loss_nan_ranks": 0, "loss_rank_avg": 0.08171463012695312, "step": 7470, "valid_targets_mean": 6655.9, "valid_targets_min": 5224 }, { "epoch": 4.120727673649394, "grad_norm": 0.4000910806857422, "learning_rate": 1.731408936248458e-05, "loss": 0.1712, "loss_nan_ranks": 0, "loss_rank_avg": 0.09285025298595428, "step": 7475, "valid_targets_mean": 6184.5, "valid_targets_min": 5509 }, { "epoch": 4.12348401323043, "grad_norm": 0.3857972529866829, "learning_rate": 1.7286850623842258e-05, "loss": 0.1751, "loss_nan_ranks": 0, "loss_rank_avg": 0.0868956446647644, "step": 7480, "valid_targets_mean": 6454.5, "valid_targets_min": 5499 }, { "epoch": 4.126240352811466, "grad_norm": 0.38140156936863817, "learning_rate": 1.7259617011132967e-05, "loss": 0.1713, "loss_nan_ranks": 0, "loss_rank_avg": 0.08643429726362228, "step": 7485, "valid_targets_mean": 5767.6, "valid_targets_min": 3887 }, { "epoch": 4.128996692392502, "grad_norm": 0.4116263177351103, "learning_rate": 1.7232388575808964e-05, "loss": 0.171, "loss_nan_ranks": 0, "loss_rank_avg": 0.08689355850219727, "step": 7490, "valid_targets_mean": 6327.5, "valid_targets_min": 5163 }, { "epoch": 4.131753031973539, "grad_norm": 0.4163527291649443, "learning_rate": 1.7205165369312728e-05, "loss": 0.1799, "loss_nan_ranks": 0, "loss_rank_avg": 0.08879202604293823, "step": 7495, "valid_targets_mean": 5777.6, "valid_targets_min": 4927 }, { "epoch": 4.134509371554575, "grad_norm": 0.5096899628910012, "learning_rate": 1.7177947443076862e-05, "loss": 0.1738, "loss_nan_ranks": 0, "loss_rank_avg": 0.05626387149095535, "step": 7500, "valid_targets_mean": 2577.2, "valid_targets_min": 836 }, { "epoch": 4.137265711135612, "grad_norm": 0.4229381138467187, "learning_rate": 1.715073484852399e-05, "loss": 0.1455, "loss_nan_ranks": 0, "loss_rank_avg": 0.08328432589769363, "step": 7505, "valid_targets_mean": 5975.9, "valid_targets_min": 4737 }, { "epoch": 4.140022050716648, "grad_norm": 0.3967854988512386, "learning_rate": 1.7123527637066673e-05, "loss": 0.17, "loss_nan_ranks": 0, "loss_rank_avg": 0.08383268862962723, "step": 7510, "valid_targets_mean": 6735.0, "valid_targets_min": 5014 }, { "epoch": 4.142778390297685, "grad_norm": 0.42283510457089896, "learning_rate": 1.7096325860107286e-05, "loss": 0.1771, "loss_nan_ranks": 0, "loss_rank_avg": 0.09102794528007507, "step": 7515, "valid_targets_mean": 6024.4, "valid_targets_min": 5150 }, { "epoch": 4.145534729878721, "grad_norm": 0.3663436989530665, "learning_rate": 1.7069129569037955e-05, "loss": 0.1713, "loss_nan_ranks": 0, "loss_rank_avg": 0.08496168255805969, "step": 7520, "valid_targets_mean": 7069.6, "valid_targets_min": 5334 }, { "epoch": 4.1482910694597575, "grad_norm": 0.38702199866888154, "learning_rate": 1.704193881524042e-05, "loss": 0.168, "loss_nan_ranks": 0, "loss_rank_avg": 0.08814899623394012, "step": 7525, "valid_targets_mean": 7081.1, "valid_targets_min": 5160 }, { "epoch": 4.151047409040794, "grad_norm": 0.4228256363536986, "learning_rate": 1.7014753650085972e-05, "loss": 0.1716, "loss_nan_ranks": 0, "loss_rank_avg": 0.08567777276039124, "step": 7530, "valid_targets_mean": 5478.6, "valid_targets_min": 4764 }, { "epoch": 4.15380374862183, "grad_norm": 0.8517965822789118, "learning_rate": 1.6987574124935353e-05, "loss": 0.1715, "loss_nan_ranks": 0, "loss_rank_avg": 0.09757290780544281, "step": 7535, "valid_targets_mean": 1576.5, "valid_targets_min": 860 }, { "epoch": 4.156560088202866, "grad_norm": 0.6879472955885122, "learning_rate": 1.6960400291138625e-05, "loss": 0.1732, "loss_nan_ranks": 0, "loss_rank_avg": 0.07717949151992798, "step": 7540, "valid_targets_mean": 1329.1, "valid_targets_min": 631 }, { "epoch": 4.159316427783903, "grad_norm": 0.7495307829027372, "learning_rate": 1.693323220003512e-05, "loss": 0.1583, "loss_nan_ranks": 0, "loss_rank_avg": 0.08089318871498108, "step": 7545, "valid_targets_mean": 1597.4, "valid_targets_min": 874 }, { "epoch": 4.16207276736494, "grad_norm": 0.9365078461485683, "learning_rate": 1.690606990295331e-05, "loss": 0.1572, "loss_nan_ranks": 0, "loss_rank_avg": 0.08308449387550354, "step": 7550, "valid_targets_mean": 1337.1, "valid_targets_min": 698 }, { "epoch": 4.164829106945976, "grad_norm": 0.748951041719024, "learning_rate": 1.6878913451210715e-05, "loss": 0.1462, "loss_nan_ranks": 0, "loss_rank_avg": 0.08925335854291916, "step": 7555, "valid_targets_mean": 1785.5, "valid_targets_min": 897 }, { "epoch": 4.167585446527012, "grad_norm": 0.7459710651337684, "learning_rate": 1.6851762896113827e-05, "loss": 0.1566, "loss_nan_ranks": 0, "loss_rank_avg": 0.08002932369709015, "step": 7560, "valid_targets_mean": 1428.4, "valid_targets_min": 1069 }, { "epoch": 4.1703417861080485, "grad_norm": 0.7440549372292389, "learning_rate": 1.682461828895799e-05, "loss": 0.1576, "loss_nan_ranks": 0, "loss_rank_avg": 0.07806475460529327, "step": 7565, "valid_targets_mean": 1584.1, "valid_targets_min": 969 }, { "epoch": 4.173098125689085, "grad_norm": 0.7377262693241642, "learning_rate": 1.67974796810273e-05, "loss": 0.1388, "loss_nan_ranks": 0, "loss_rank_avg": 0.0678805410861969, "step": 7570, "valid_targets_mean": 1267.4, "valid_targets_min": 646 }, { "epoch": 4.175854465270121, "grad_norm": 0.7543036213576726, "learning_rate": 1.6770347123594527e-05, "loss": 0.1609, "loss_nan_ranks": 0, "loss_rank_avg": 0.08609826862812042, "step": 7575, "valid_targets_mean": 1671.1, "valid_targets_min": 726 }, { "epoch": 4.178610804851157, "grad_norm": 0.7209583554037061, "learning_rate": 1.674322066792102e-05, "loss": 0.1416, "loss_nan_ranks": 0, "loss_rank_avg": 0.057751867920160294, "step": 7580, "valid_targets_mean": 1400.9, "valid_targets_min": 766 }, { "epoch": 4.181367144432194, "grad_norm": 0.7760754839249657, "learning_rate": 1.6716100365256593e-05, "loss": 0.1509, "loss_nan_ranks": 0, "loss_rank_avg": 0.06666992604732513, "step": 7585, "valid_targets_mean": 1376.0, "valid_targets_min": 570 }, { "epoch": 4.184123484013231, "grad_norm": 0.736647936680778, "learning_rate": 1.668898626683942e-05, "loss": 0.1497, "loss_nan_ranks": 0, "loss_rank_avg": 0.08582430332899094, "step": 7590, "valid_targets_mean": 1573.8, "valid_targets_min": 631 }, { "epoch": 4.186879823594267, "grad_norm": 0.7537541466015941, "learning_rate": 1.6661878423895975e-05, "loss": 0.1475, "loss_nan_ranks": 0, "loss_rank_avg": 0.07259409129619598, "step": 7595, "valid_targets_mean": 1473.2, "valid_targets_min": 918 }, { "epoch": 4.189636163175303, "grad_norm": 0.800611881497601, "learning_rate": 1.6634776887640902e-05, "loss": 0.1388, "loss_nan_ranks": 0, "loss_rank_avg": 0.06648429483175278, "step": 7600, "valid_targets_mean": 1395.4, "valid_targets_min": 739 }, { "epoch": 4.19239250275634, "grad_norm": 0.7289699167532113, "learning_rate": 1.6607681709276938e-05, "loss": 0.1397, "loss_nan_ranks": 0, "loss_rank_avg": 0.0654144436120987, "step": 7605, "valid_targets_mean": 1582.6, "valid_targets_min": 869 }, { "epoch": 4.195148842337376, "grad_norm": 0.7471516620956183, "learning_rate": 1.6580592939994796e-05, "loss": 0.1415, "loss_nan_ranks": 0, "loss_rank_avg": 0.10127180814743042, "step": 7610, "valid_targets_mean": 2001.6, "valid_targets_min": 1041 }, { "epoch": 4.197905181918412, "grad_norm": 0.7487329153363892, "learning_rate": 1.655351063097309e-05, "loss": 0.147, "loss_nan_ranks": 0, "loss_rank_avg": 0.059166040271520615, "step": 7615, "valid_targets_mean": 1204.6, "valid_targets_min": 869 }, { "epoch": 4.200661521499449, "grad_norm": 0.8009711881644724, "learning_rate": 1.6526434833378232e-05, "loss": 0.1523, "loss_nan_ranks": 0, "loss_rank_avg": 0.08162828534841537, "step": 7620, "valid_targets_mean": 1531.1, "valid_targets_min": 739 }, { "epoch": 4.203417861080485, "grad_norm": 0.6844988342812384, "learning_rate": 1.649936559836431e-05, "loss": 0.1508, "loss_nan_ranks": 0, "loss_rank_avg": 0.07326049357652664, "step": 7625, "valid_targets_mean": 1637.4, "valid_targets_min": 905 }, { "epoch": 4.206174200661522, "grad_norm": 0.7934701778566795, "learning_rate": 1.6472302977073044e-05, "loss": 0.1458, "loss_nan_ranks": 0, "loss_rank_avg": 0.07691974192857742, "step": 7630, "valid_targets_mean": 1564.5, "valid_targets_min": 813 }, { "epoch": 4.208930540242558, "grad_norm": 0.7059762559648443, "learning_rate": 1.644524702063364e-05, "loss": 0.1476, "loss_nan_ranks": 0, "loss_rank_avg": 0.06738974153995514, "step": 7635, "valid_targets_mean": 1715.5, "valid_targets_min": 831 }, { "epoch": 4.211686879823595, "grad_norm": 0.6653905598205795, "learning_rate": 1.6418197780162718e-05, "loss": 0.1461, "loss_nan_ranks": 0, "loss_rank_avg": 0.058646310120821, "step": 7640, "valid_targets_mean": 1447.2, "valid_targets_min": 890 }, { "epoch": 4.214443219404631, "grad_norm": 0.8517085606956124, "learning_rate": 1.63911553067642e-05, "loss": 0.1441, "loss_nan_ranks": 0, "loss_rank_avg": 0.08643659204244614, "step": 7645, "valid_targets_mean": 1580.9, "valid_targets_min": 733 }, { "epoch": 4.2171995589856675, "grad_norm": 0.7176976052400766, "learning_rate": 1.6364119651529232e-05, "loss": 0.1356, "loss_nan_ranks": 0, "loss_rank_avg": 0.06479166448116302, "step": 7650, "valid_targets_mean": 1490.0, "valid_targets_min": 734 }, { "epoch": 4.219955898566703, "grad_norm": 0.751068190210644, "learning_rate": 1.633709086553609e-05, "loss": 0.143, "loss_nan_ranks": 0, "loss_rank_avg": 0.07757444679737091, "step": 7655, "valid_targets_mean": 1729.4, "valid_targets_min": 871 }, { "epoch": 4.22271223814774, "grad_norm": 0.782108677239449, "learning_rate": 1.6310068999850045e-05, "loss": 0.1374, "loss_nan_ranks": 0, "loss_rank_avg": 0.07181262969970703, "step": 7660, "valid_targets_mean": 1426.6, "valid_targets_min": 804 }, { "epoch": 4.225468577728776, "grad_norm": 0.6993162769936405, "learning_rate": 1.6283054105523315e-05, "loss": 0.1479, "loss_nan_ranks": 0, "loss_rank_avg": 0.08327316492795944, "step": 7665, "valid_targets_mean": 2051.4, "valid_targets_min": 1249 }, { "epoch": 4.228224917309813, "grad_norm": 0.7351042518351655, "learning_rate": 1.6256046233594937e-05, "loss": 0.1495, "loss_nan_ranks": 0, "loss_rank_avg": 0.08415644615888596, "step": 7670, "valid_targets_mean": 2055.9, "valid_targets_min": 1260 }, { "epoch": 4.230981256890849, "grad_norm": 0.7182022029222869, "learning_rate": 1.622904543509068e-05, "loss": 0.1408, "loss_nan_ranks": 0, "loss_rank_avg": 0.05368346348404884, "step": 7675, "valid_targets_mean": 1033.2, "valid_targets_min": 611 }, { "epoch": 4.233737596471886, "grad_norm": 0.6963073558133369, "learning_rate": 1.620205176102296e-05, "loss": 0.141, "loss_nan_ranks": 0, "loss_rank_avg": 0.06982263177633286, "step": 7680, "valid_targets_mean": 1668.9, "valid_targets_min": 767 }, { "epoch": 4.236493936052922, "grad_norm": 0.9067488282087945, "learning_rate": 1.6175065262390724e-05, "loss": 0.1419, "loss_nan_ranks": 0, "loss_rank_avg": 0.06291791796684265, "step": 7685, "valid_targets_mean": 1245.8, "valid_targets_min": 711 }, { "epoch": 4.2392502756339585, "grad_norm": 0.749282093525826, "learning_rate": 1.614808599017936e-05, "loss": 0.1517, "loss_nan_ranks": 0, "loss_rank_avg": 0.05362901836633682, "step": 7690, "valid_targets_mean": 1112.0, "valid_targets_min": 799 }, { "epoch": 4.2420066152149944, "grad_norm": 0.6985698021966887, "learning_rate": 1.612111399536061e-05, "loss": 0.1382, "loss_nan_ranks": 0, "loss_rank_avg": 0.07821168750524521, "step": 7695, "valid_targets_mean": 1774.2, "valid_targets_min": 932 }, { "epoch": 4.244762954796031, "grad_norm": 0.8135625500064216, "learning_rate": 1.609414932889246e-05, "loss": 0.1394, "loss_nan_ranks": 0, "loss_rank_avg": 0.06301310658454895, "step": 7700, "valid_targets_mean": 1109.9, "valid_targets_min": 745 }, { "epoch": 4.247519294377067, "grad_norm": 0.7669684781099689, "learning_rate": 1.6067192041719065e-05, "loss": 0.1277, "loss_nan_ranks": 0, "loss_rank_avg": 0.07107910513877869, "step": 7705, "valid_targets_mean": 1260.5, "valid_targets_min": 813 }, { "epoch": 4.250275633958104, "grad_norm": 0.7747301351427225, "learning_rate": 1.604024218477062e-05, "loss": 0.1443, "loss_nan_ranks": 0, "loss_rank_avg": 0.09000284224748611, "step": 7710, "valid_targets_mean": 1644.2, "valid_targets_min": 633 }, { "epoch": 4.25303197353914, "grad_norm": 0.7497325324848468, "learning_rate": 1.601329980896329e-05, "loss": 0.1369, "loss_nan_ranks": 0, "loss_rank_avg": 0.055581364780664444, "step": 7715, "valid_targets_mean": 1228.2, "valid_targets_min": 738 }, { "epoch": 4.255788313120177, "grad_norm": 0.9110737589212531, "learning_rate": 1.59863649651991e-05, "loss": 0.1395, "loss_nan_ranks": 0, "loss_rank_avg": 0.08607631176710129, "step": 7720, "valid_targets_mean": 1677.0, "valid_targets_min": 830 }, { "epoch": 4.258544652701213, "grad_norm": 0.7541273332427687, "learning_rate": 1.5959437704365866e-05, "loss": 0.1394, "loss_nan_ranks": 0, "loss_rank_avg": 0.06868889927864075, "step": 7725, "valid_targets_mean": 1565.6, "valid_targets_min": 1010 }, { "epoch": 4.26130099228225, "grad_norm": 0.722415499072246, "learning_rate": 1.5932518077337055e-05, "loss": 0.1387, "loss_nan_ranks": 0, "loss_rank_avg": 0.06205160170793533, "step": 7730, "valid_targets_mean": 1272.6, "valid_targets_min": 710 }, { "epoch": 4.2640573318632855, "grad_norm": 0.6897599708682252, "learning_rate": 1.590560613497172e-05, "loss": 0.1379, "loss_nan_ranks": 0, "loss_rank_avg": 0.04627011716365814, "step": 7735, "valid_targets_mean": 1143.8, "valid_targets_min": 732 }, { "epoch": 4.266813671444322, "grad_norm": 0.8246147869961412, "learning_rate": 1.587870192811439e-05, "loss": 0.1402, "loss_nan_ranks": 0, "loss_rank_avg": 0.08678305894136429, "step": 7740, "valid_targets_mean": 1598.8, "valid_targets_min": 951 }, { "epoch": 4.269570011025358, "grad_norm": 0.8064923223558, "learning_rate": 1.5851805507594987e-05, "loss": 0.1472, "loss_nan_ranks": 0, "loss_rank_avg": 0.07297685742378235, "step": 7745, "valid_targets_mean": 1776.8, "valid_targets_min": 1006 }, { "epoch": 4.272326350606395, "grad_norm": 0.7842003975019868, "learning_rate": 1.582491692422872e-05, "loss": 0.1498, "loss_nan_ranks": 0, "loss_rank_avg": 0.08495980501174927, "step": 7750, "valid_targets_mean": 1722.5, "valid_targets_min": 1140 }, { "epoch": 4.275082690187431, "grad_norm": 0.7738300032032556, "learning_rate": 1.5798036228815988e-05, "loss": 0.1364, "loss_nan_ranks": 0, "loss_rank_avg": 0.0637158751487732, "step": 7755, "valid_targets_mean": 1478.6, "valid_targets_min": 697 }, { "epoch": 4.277839029768468, "grad_norm": 0.7676019024372392, "learning_rate": 1.57711634721423e-05, "loss": 0.1323, "loss_nan_ranks": 0, "loss_rank_avg": 0.060051992535591125, "step": 7760, "valid_targets_mean": 1194.1, "valid_targets_min": 676 }, { "epoch": 4.280595369349504, "grad_norm": 0.8118003628398803, "learning_rate": 1.5744298704978135e-05, "loss": 0.145, "loss_nan_ranks": 0, "loss_rank_avg": 0.07083000242710114, "step": 7765, "valid_targets_mean": 1360.2, "valid_targets_min": 686 }, { "epoch": 4.283351708930541, "grad_norm": 0.7835175476799578, "learning_rate": 1.5717441978078914e-05, "loss": 0.1374, "loss_nan_ranks": 0, "loss_rank_avg": 0.05070601403713226, "step": 7770, "valid_targets_mean": 1140.0, "valid_targets_min": 834 }, { "epoch": 4.286108048511577, "grad_norm": 0.7615527068019017, "learning_rate": 1.5690593342184854e-05, "loss": 0.1304, "loss_nan_ranks": 0, "loss_rank_avg": 0.05928089842200279, "step": 7775, "valid_targets_mean": 1312.4, "valid_targets_min": 828 }, { "epoch": 4.288864388092613, "grad_norm": 0.7228773360267736, "learning_rate": 1.5663752848020875e-05, "loss": 0.1317, "loss_nan_ranks": 0, "loss_rank_avg": 0.0728033185005188, "step": 7780, "valid_targets_mean": 1733.5, "valid_targets_min": 1135 }, { "epoch": 4.291620727673649, "grad_norm": 0.7256053458908281, "learning_rate": 1.5636920546296533e-05, "loss": 0.1404, "loss_nan_ranks": 0, "loss_rank_avg": 0.06257686018943787, "step": 7785, "valid_targets_mean": 1584.9, "valid_targets_min": 1172 }, { "epoch": 4.294377067254686, "grad_norm": 0.783004815133053, "learning_rate": 1.561009648770589e-05, "loss": 0.1403, "loss_nan_ranks": 0, "loss_rank_avg": 0.07007262110710144, "step": 7790, "valid_targets_mean": 1538.5, "valid_targets_min": 553 }, { "epoch": 4.297133406835722, "grad_norm": 0.7379208696510058, "learning_rate": 1.5583280722927437e-05, "loss": 0.1344, "loss_nan_ranks": 0, "loss_rank_avg": 0.06629291921854019, "step": 7795, "valid_targets_mean": 1425.4, "valid_targets_min": 842 }, { "epoch": 4.299889746416759, "grad_norm": 0.6696283032954135, "learning_rate": 1.5556473302624017e-05, "loss": 0.1334, "loss_nan_ranks": 0, "loss_rank_avg": 0.06403248012065887, "step": 7800, "valid_targets_mean": 1617.8, "valid_targets_min": 848 }, { "epoch": 4.302646085997795, "grad_norm": 0.7762576532619638, "learning_rate": 1.5529674277442674e-05, "loss": 0.1411, "loss_nan_ranks": 0, "loss_rank_avg": 0.062323540449142456, "step": 7805, "valid_targets_mean": 1424.4, "valid_targets_min": 609 }, { "epoch": 4.305402425578832, "grad_norm": 0.8176593253392116, "learning_rate": 1.5502883698014614e-05, "loss": 0.1398, "loss_nan_ranks": 0, "loss_rank_avg": 0.05869539827108383, "step": 7810, "valid_targets_mean": 1278.6, "valid_targets_min": 781 }, { "epoch": 4.308158765159868, "grad_norm": 0.7858321388753888, "learning_rate": 1.547610161495508e-05, "loss": 0.1371, "loss_nan_ranks": 0, "loss_rank_avg": 0.07790792733430862, "step": 7815, "valid_targets_mean": 1452.1, "valid_targets_min": 925 }, { "epoch": 4.3109151047409044, "grad_norm": 0.6958760876283344, "learning_rate": 1.5449328078863265e-05, "loss": 0.1322, "loss_nan_ranks": 0, "loss_rank_avg": 0.05794057995080948, "step": 7820, "valid_targets_mean": 1393.9, "valid_targets_min": 818 }, { "epoch": 4.31367144432194, "grad_norm": 0.750843630523466, "learning_rate": 1.5422563140322208e-05, "loss": 0.1277, "loss_nan_ranks": 0, "loss_rank_avg": 0.06363102048635483, "step": 7825, "valid_targets_mean": 1459.5, "valid_targets_min": 669 }, { "epoch": 4.316427783902977, "grad_norm": 0.7500019271517154, "learning_rate": 1.5395806849898713e-05, "loss": 0.1396, "loss_nan_ranks": 0, "loss_rank_avg": 0.0658683180809021, "step": 7830, "valid_targets_mean": 1498.4, "valid_targets_min": 645 }, { "epoch": 4.319184123484013, "grad_norm": 1.2004827619462493, "learning_rate": 1.536905925814324e-05, "loss": 0.138, "loss_nan_ranks": 0, "loss_rank_avg": 0.05503794550895691, "step": 7835, "valid_targets_mean": 1272.6, "valid_targets_min": 790 }, { "epoch": 4.32194046306505, "grad_norm": 0.8145938312685909, "learning_rate": 1.5342320415589816e-05, "loss": 0.1344, "loss_nan_ranks": 0, "loss_rank_avg": 0.06137322634458542, "step": 7840, "valid_targets_mean": 1287.6, "valid_targets_min": 745 }, { "epoch": 4.324696802646086, "grad_norm": 0.7568918234899581, "learning_rate": 1.531559037275594e-05, "loss": 0.1376, "loss_nan_ranks": 0, "loss_rank_avg": 0.05559319257736206, "step": 7845, "valid_targets_mean": 1404.8, "valid_targets_min": 891 }, { "epoch": 4.327453142227123, "grad_norm": 0.7758020022751839, "learning_rate": 1.5288869180142482e-05, "loss": 0.1418, "loss_nan_ranks": 0, "loss_rank_avg": 0.0776045173406601, "step": 7850, "valid_targets_mean": 1576.4, "valid_targets_min": 913 }, { "epoch": 4.330209481808159, "grad_norm": 0.7448727763536691, "learning_rate": 1.5262156888233596e-05, "loss": 0.1357, "loss_nan_ranks": 0, "loss_rank_avg": 0.06284817308187485, "step": 7855, "valid_targets_mean": 1642.9, "valid_targets_min": 635 }, { "epoch": 4.3329658213891955, "grad_norm": 0.7795230321459533, "learning_rate": 1.523545354749661e-05, "loss": 0.1353, "loss_nan_ranks": 0, "loss_rank_avg": 0.06956443190574646, "step": 7860, "valid_targets_mean": 1517.1, "valid_targets_min": 638 }, { "epoch": 4.335722160970231, "grad_norm": 0.8218498749240536, "learning_rate": 1.5208759208381952e-05, "loss": 0.1389, "loss_nan_ranks": 0, "loss_rank_avg": 0.07637335360050201, "step": 7865, "valid_targets_mean": 1624.5, "valid_targets_min": 1018 }, { "epoch": 4.338478500551268, "grad_norm": 0.8094392053545977, "learning_rate": 1.5182073921323044e-05, "loss": 0.1361, "loss_nan_ranks": 0, "loss_rank_avg": 0.06179517135024071, "step": 7870, "valid_targets_mean": 1159.5, "valid_targets_min": 728 }, { "epoch": 4.341234840132304, "grad_norm": 0.8594914571568866, "learning_rate": 1.5155397736736197e-05, "loss": 0.1414, "loss_nan_ranks": 0, "loss_rank_avg": 0.08105720579624176, "step": 7875, "valid_targets_mean": 1609.1, "valid_targets_min": 999 }, { "epoch": 4.343991179713341, "grad_norm": 0.748811590854895, "learning_rate": 1.5128730705020528e-05, "loss": 0.1433, "loss_nan_ranks": 0, "loss_rank_avg": 0.06870662420988083, "step": 7880, "valid_targets_mean": 1561.2, "valid_targets_min": 1169 }, { "epoch": 4.346747519294377, "grad_norm": 0.8288540263710195, "learning_rate": 1.5102072876557867e-05, "loss": 0.1386, "loss_nan_ranks": 0, "loss_rank_avg": 0.0836237445473671, "step": 7885, "valid_targets_mean": 1603.1, "valid_targets_min": 888 }, { "epoch": 4.349503858875414, "grad_norm": 0.8239508146155772, "learning_rate": 1.5075424301712645e-05, "loss": 0.1421, "loss_nan_ranks": 0, "loss_rank_avg": 0.06797022372484207, "step": 7890, "valid_targets_mean": 1420.6, "valid_targets_min": 800 }, { "epoch": 4.35226019845645, "grad_norm": 0.7461971556699174, "learning_rate": 1.5048785030831821e-05, "loss": 0.1285, "loss_nan_ranks": 0, "loss_rank_avg": 0.06522107869386673, "step": 7895, "valid_targets_mean": 1457.4, "valid_targets_min": 562 }, { "epoch": 4.355016538037487, "grad_norm": 0.7472270873447806, "learning_rate": 1.5022155114244773e-05, "loss": 0.1313, "loss_nan_ranks": 0, "loss_rank_avg": 0.06649501621723175, "step": 7900, "valid_targets_mean": 1742.0, "valid_targets_min": 649 }, { "epoch": 4.3577728776185225, "grad_norm": 0.7757791171076373, "learning_rate": 1.499553460226321e-05, "loss": 0.1382, "loss_nan_ranks": 0, "loss_rank_avg": 0.054501619189977646, "step": 7905, "valid_targets_mean": 1157.9, "valid_targets_min": 713 }, { "epoch": 4.360529217199559, "grad_norm": 0.7830077279578161, "learning_rate": 1.4968923545181055e-05, "loss": 0.1321, "loss_nan_ranks": 0, "loss_rank_avg": 0.06682521104812622, "step": 7910, "valid_targets_mean": 1420.5, "valid_targets_min": 743 }, { "epoch": 4.363285556780595, "grad_norm": 0.7228656337489826, "learning_rate": 1.4942321993274387e-05, "loss": 0.1284, "loss_nan_ranks": 0, "loss_rank_avg": 0.06008667126297951, "step": 7915, "valid_targets_mean": 1386.0, "valid_targets_min": 1215 }, { "epoch": 4.366041896361632, "grad_norm": 0.8035411953091355, "learning_rate": 1.4915729996801326e-05, "loss": 0.1361, "loss_nan_ranks": 0, "loss_rank_avg": 0.08040818572044373, "step": 7920, "valid_targets_mean": 1717.0, "valid_targets_min": 789 }, { "epoch": 4.368798235942668, "grad_norm": 0.7499046844942393, "learning_rate": 1.4889147606001932e-05, "loss": 0.1453, "loss_nan_ranks": 0, "loss_rank_avg": 0.06252499669790268, "step": 7925, "valid_targets_mean": 1362.4, "valid_targets_min": 845 }, { "epoch": 4.371554575523705, "grad_norm": 0.7665367957401568, "learning_rate": 1.4862574871098118e-05, "loss": 0.1316, "loss_nan_ranks": 0, "loss_rank_avg": 0.07652462273836136, "step": 7930, "valid_targets_mean": 1765.2, "valid_targets_min": 978 }, { "epoch": 4.374310915104741, "grad_norm": 0.7283339327842994, "learning_rate": 1.4836011842293554e-05, "loss": 0.1402, "loss_nan_ranks": 0, "loss_rank_avg": 0.07647274434566498, "step": 7935, "valid_targets_mean": 1773.0, "valid_targets_min": 1092 }, { "epoch": 4.377067254685778, "grad_norm": 0.7200450594943597, "learning_rate": 1.4809458569773569e-05, "loss": 0.1197, "loss_nan_ranks": 0, "loss_rank_avg": 0.06358221173286438, "step": 7940, "valid_targets_mean": 1504.5, "valid_targets_min": 593 }, { "epoch": 4.379823594266814, "grad_norm": 0.8201892499944329, "learning_rate": 1.4782915103705076e-05, "loss": 0.134, "loss_nan_ranks": 0, "loss_rank_avg": 0.06480821222066879, "step": 7945, "valid_targets_mean": 1326.5, "valid_targets_min": 867 }, { "epoch": 4.38257993384785, "grad_norm": 0.7844376952874864, "learning_rate": 1.4756381494236443e-05, "loss": 0.1324, "loss_nan_ranks": 0, "loss_rank_avg": 0.07742743194103241, "step": 7950, "valid_targets_mean": 1499.4, "valid_targets_min": 913 }, { "epoch": 4.385336273428886, "grad_norm": 0.7154202935302402, "learning_rate": 1.4729857791497417e-05, "loss": 0.1347, "loss_nan_ranks": 0, "loss_rank_avg": 0.07443495094776154, "step": 7955, "valid_targets_mean": 1965.1, "valid_targets_min": 1075 }, { "epoch": 4.388092613009923, "grad_norm": 0.7462003259308799, "learning_rate": 1.4703344045599037e-05, "loss": 0.134, "loss_nan_ranks": 0, "loss_rank_avg": 0.07034140825271606, "step": 7960, "valid_targets_mean": 1512.6, "valid_targets_min": 655 }, { "epoch": 4.390848952590959, "grad_norm": 0.7824103983302281, "learning_rate": 1.467684030663353e-05, "loss": 0.1401, "loss_nan_ranks": 0, "loss_rank_avg": 0.06018107384443283, "step": 7965, "valid_targets_mean": 1357.0, "valid_targets_min": 1014 }, { "epoch": 4.393605292171996, "grad_norm": 0.7415715341604429, "learning_rate": 1.4650346624674212e-05, "loss": 0.1379, "loss_nan_ranks": 0, "loss_rank_avg": 0.07600206136703491, "step": 7970, "valid_targets_mean": 1618.8, "valid_targets_min": 1039 }, { "epoch": 4.396361631753032, "grad_norm": 1.1213263186400895, "learning_rate": 1.46238630497754e-05, "loss": 0.1745, "loss_nan_ranks": 0, "loss_rank_avg": 0.1794266402721405, "step": 7975, "valid_targets_mean": 5379.1, "valid_targets_min": 2504 }, { "epoch": 4.399117971334069, "grad_norm": 0.704263229807152, "learning_rate": 1.4597389631972314e-05, "loss": 0.2446, "loss_nan_ranks": 0, "loss_rank_avg": 0.12897881865501404, "step": 7980, "valid_targets_mean": 5547.8, "valid_targets_min": 531 }, { "epoch": 4.401874310915105, "grad_norm": 0.5510021105239377, "learning_rate": 1.4570926421280982e-05, "loss": 0.2326, "loss_nan_ranks": 0, "loss_rank_avg": 0.12001478672027588, "step": 7985, "valid_targets_mean": 4651.6, "valid_targets_min": 1751 }, { "epoch": 4.404630650496141, "grad_norm": 0.5879841380819364, "learning_rate": 1.4544473467698165e-05, "loss": 0.228, "loss_nan_ranks": 0, "loss_rank_avg": 0.12472338229417801, "step": 7990, "valid_targets_mean": 4022.9, "valid_targets_min": 1199 }, { "epoch": 4.407386990077177, "grad_norm": 0.5025636496189418, "learning_rate": 1.4518030821201223e-05, "loss": 0.2163, "loss_nan_ranks": 0, "loss_rank_avg": 0.10731356590986252, "step": 7995, "valid_targets_mean": 4543.9, "valid_targets_min": 2254 }, { "epoch": 4.410143329658214, "grad_norm": 0.5376164773445452, "learning_rate": 1.4491598531748053e-05, "loss": 0.2358, "loss_nan_ranks": 0, "loss_rank_avg": 0.14368705451488495, "step": 8000, "valid_targets_mean": 5558.8, "valid_targets_min": 2167 }, { "epoch": 4.41289966923925, "grad_norm": 0.4834771699921208, "learning_rate": 1.4465176649276984e-05, "loss": 0.2221, "loss_nan_ranks": 0, "loss_rank_avg": 0.12175144255161285, "step": 8005, "valid_targets_mean": 7014.4, "valid_targets_min": 4490 }, { "epoch": 4.415656008820287, "grad_norm": 0.492330252279134, "learning_rate": 1.443876522370668e-05, "loss": 0.2248, "loss_nan_ranks": 0, "loss_rank_avg": 0.12364785373210907, "step": 8010, "valid_targets_mean": 5679.8, "valid_targets_min": 1853 }, { "epoch": 4.418412348401323, "grad_norm": 0.5964018825652971, "learning_rate": 1.441236430493606e-05, "loss": 0.2208, "loss_nan_ranks": 0, "loss_rank_avg": 0.1205216497182846, "step": 8015, "valid_targets_mean": 4010.8, "valid_targets_min": 1023 }, { "epoch": 4.42116868798236, "grad_norm": 0.47484659288461506, "learning_rate": 1.4385973942844178e-05, "loss": 0.2319, "loss_nan_ranks": 0, "loss_rank_avg": 0.10770849138498306, "step": 8020, "valid_targets_mean": 4978.2, "valid_targets_min": 2570 }, { "epoch": 4.423925027563396, "grad_norm": 0.5947975357083642, "learning_rate": 1.4359594187290151e-05, "loss": 0.2292, "loss_nan_ranks": 0, "loss_rank_avg": 0.125885009765625, "step": 8025, "valid_targets_mean": 3882.9, "valid_targets_min": 801 }, { "epoch": 4.4266813671444325, "grad_norm": 0.44497229141309924, "learning_rate": 1.4333225088113058e-05, "loss": 0.2154, "loss_nan_ranks": 0, "loss_rank_avg": 0.11455892026424408, "step": 8030, "valid_targets_mean": 5685.5, "valid_targets_min": 1593 }, { "epoch": 4.429437706725468, "grad_norm": 0.5592395817539539, "learning_rate": 1.4306866695131837e-05, "loss": 0.2283, "loss_nan_ranks": 0, "loss_rank_avg": 0.11288316547870636, "step": 8035, "valid_targets_mean": 3502.1, "valid_targets_min": 1650 }, { "epoch": 4.432194046306505, "grad_norm": 0.5467807219621297, "learning_rate": 1.4280519058145212e-05, "loss": 0.2216, "loss_nan_ranks": 0, "loss_rank_avg": 0.10988324135541916, "step": 8040, "valid_targets_mean": 4330.5, "valid_targets_min": 1382 }, { "epoch": 4.434950385887541, "grad_norm": 0.5749189758886772, "learning_rate": 1.4254182226931574e-05, "loss": 0.2174, "loss_nan_ranks": 0, "loss_rank_avg": 0.11767753958702087, "step": 8045, "valid_targets_mean": 3924.1, "valid_targets_min": 2545 }, { "epoch": 4.437706725468578, "grad_norm": 0.5051229876771122, "learning_rate": 1.4227856251248904e-05, "loss": 0.2202, "loss_nan_ranks": 0, "loss_rank_avg": 0.09680397808551788, "step": 8050, "valid_targets_mean": 4964.9, "valid_targets_min": 2050 }, { "epoch": 4.440463065049614, "grad_norm": 0.6213240295768452, "learning_rate": 1.4201541180834673e-05, "loss": 0.2157, "loss_nan_ranks": 0, "loss_rank_avg": 0.10763208568096161, "step": 8055, "valid_targets_mean": 4022.4, "valid_targets_min": 1210 }, { "epoch": 4.443219404630651, "grad_norm": 0.5871766661692827, "learning_rate": 1.4175237065405745e-05, "loss": 0.2214, "loss_nan_ranks": 0, "loss_rank_avg": 0.12686407566070557, "step": 8060, "valid_targets_mean": 4088.6, "valid_targets_min": 1062 }, { "epoch": 4.445975744211687, "grad_norm": 0.6398111245581221, "learning_rate": 1.4148943954658299e-05, "loss": 0.23, "loss_nan_ranks": 0, "loss_rank_avg": 0.1367061734199524, "step": 8065, "valid_targets_mean": 3754.2, "valid_targets_min": 1678 }, { "epoch": 4.448732083792724, "grad_norm": 0.6029289384747221, "learning_rate": 1.4122661898267706e-05, "loss": 0.223, "loss_nan_ranks": 0, "loss_rank_avg": 0.11766141653060913, "step": 8070, "valid_targets_mean": 3659.9, "valid_targets_min": 670 }, { "epoch": 4.4514884233737595, "grad_norm": 0.6160875104148361, "learning_rate": 1.4096390945888467e-05, "loss": 0.2193, "loss_nan_ranks": 0, "loss_rank_avg": 0.10212425142526627, "step": 8075, "valid_targets_mean": 3318.5, "valid_targets_min": 1862 }, { "epoch": 4.454244762954796, "grad_norm": 0.6061609070983313, "learning_rate": 1.407013114715409e-05, "loss": 0.2048, "loss_nan_ranks": 0, "loss_rank_avg": 0.11563520133495331, "step": 8080, "valid_targets_mean": 3744.6, "valid_targets_min": 1528 }, { "epoch": 4.457001102535832, "grad_norm": 0.5800558542531107, "learning_rate": 1.4043882551677028e-05, "loss": 0.2126, "loss_nan_ranks": 0, "loss_rank_avg": 0.0923055112361908, "step": 8085, "valid_targets_mean": 3768.0, "valid_targets_min": 1050 }, { "epoch": 4.459757442116869, "grad_norm": 0.5934229112162975, "learning_rate": 1.4017645209048554e-05, "loss": 0.202, "loss_nan_ranks": 0, "loss_rank_avg": 0.11180223524570465, "step": 8090, "valid_targets_mean": 3672.9, "valid_targets_min": 1345 }, { "epoch": 4.462513781697905, "grad_norm": 0.570592972371985, "learning_rate": 1.3991419168838683e-05, "loss": 0.2252, "loss_nan_ranks": 0, "loss_rank_avg": 0.10706991702318192, "step": 8095, "valid_targets_mean": 4454.9, "valid_targets_min": 2227 }, { "epoch": 4.465270121278942, "grad_norm": 0.61215883810512, "learning_rate": 1.396520448059608e-05, "loss": 0.2217, "loss_nan_ranks": 0, "loss_rank_avg": 0.10485170781612396, "step": 8100, "valid_targets_mean": 3875.6, "valid_targets_min": 2120 }, { "epoch": 4.468026460859978, "grad_norm": 0.6331495159824281, "learning_rate": 1.3939001193847955e-05, "loss": 0.2071, "loss_nan_ranks": 0, "loss_rank_avg": 0.10095158219337463, "step": 8105, "valid_targets_mean": 3256.0, "valid_targets_min": 1599 }, { "epoch": 4.470782800441015, "grad_norm": 0.5968996088759305, "learning_rate": 1.3912809358099995e-05, "loss": 0.2122, "loss_nan_ranks": 0, "loss_rank_avg": 0.08421427756547928, "step": 8110, "valid_targets_mean": 2624.0, "valid_targets_min": 903 }, { "epoch": 4.4735391400220506, "grad_norm": 0.6281069681604908, "learning_rate": 1.3886629022836238e-05, "loss": 0.2091, "loss_nan_ranks": 0, "loss_rank_avg": 0.13390058279037476, "step": 8115, "valid_targets_mean": 3453.2, "valid_targets_min": 1262 }, { "epoch": 4.476295479603087, "grad_norm": 0.5643036954594765, "learning_rate": 1.3860460237518993e-05, "loss": 0.2072, "loss_nan_ranks": 0, "loss_rank_avg": 0.09387161582708359, "step": 8120, "valid_targets_mean": 2598.9, "valid_targets_min": 925 }, { "epoch": 4.479051819184123, "grad_norm": 0.6366818608968566, "learning_rate": 1.3834303051588757e-05, "loss": 0.215, "loss_nan_ranks": 0, "loss_rank_avg": 0.10937078297138214, "step": 8125, "valid_targets_mean": 3400.9, "valid_targets_min": 1193 }, { "epoch": 4.48180815876516, "grad_norm": 0.6156750867173805, "learning_rate": 1.3808157514464102e-05, "loss": 0.2054, "loss_nan_ranks": 0, "loss_rank_avg": 0.11005501449108124, "step": 8130, "valid_targets_mean": 3601.6, "valid_targets_min": 2016 }, { "epoch": 4.484564498346196, "grad_norm": 0.6015715897153072, "learning_rate": 1.3782023675541606e-05, "loss": 0.2104, "loss_nan_ranks": 0, "loss_rank_avg": 0.1296803206205368, "step": 8135, "valid_targets_mean": 4653.8, "valid_targets_min": 2905 }, { "epoch": 4.487320837927233, "grad_norm": 0.6543702946107185, "learning_rate": 1.3755901584195728e-05, "loss": 0.2085, "loss_nan_ranks": 0, "loss_rank_avg": 0.09186176210641861, "step": 8140, "valid_targets_mean": 3208.2, "valid_targets_min": 1108 }, { "epoch": 4.490077177508269, "grad_norm": 0.6088099986069908, "learning_rate": 1.372979128977875e-05, "loss": 0.2086, "loss_nan_ranks": 0, "loss_rank_avg": 0.10948807746171951, "step": 8145, "valid_targets_mean": 3715.0, "valid_targets_min": 512 }, { "epoch": 4.492833517089306, "grad_norm": 0.5991495510742394, "learning_rate": 1.3703692841620653e-05, "loss": 0.206, "loss_nan_ranks": 0, "loss_rank_avg": 0.11291998624801636, "step": 8150, "valid_targets_mean": 4154.9, "valid_targets_min": 2552 }, { "epoch": 4.495589856670342, "grad_norm": 0.604169422893374, "learning_rate": 1.367760628902904e-05, "loss": 0.2193, "loss_nan_ranks": 0, "loss_rank_avg": 0.10151398181915283, "step": 8155, "valid_targets_mean": 3286.0, "valid_targets_min": 1671 }, { "epoch": 4.498346196251378, "grad_norm": 0.5981081302647263, "learning_rate": 1.3651531681289048e-05, "loss": 0.2108, "loss_nan_ranks": 0, "loss_rank_avg": 0.09351824223995209, "step": 8160, "valid_targets_mean": 3456.5, "valid_targets_min": 1858 }, { "epoch": 4.501102535832414, "grad_norm": 0.5681089224519368, "learning_rate": 1.3625469067663237e-05, "loss": 0.2113, "loss_nan_ranks": 0, "loss_rank_avg": 0.11134525388479233, "step": 8165, "valid_targets_mean": 5265.8, "valid_targets_min": 2489 }, { "epoch": 4.503858875413451, "grad_norm": 0.616406823856619, "learning_rate": 1.3599418497391512e-05, "loss": 0.2084, "loss_nan_ranks": 0, "loss_rank_avg": 0.12367556989192963, "step": 8170, "valid_targets_mean": 3907.9, "valid_targets_min": 1944 }, { "epoch": 4.506615214994487, "grad_norm": 0.5752148835088711, "learning_rate": 1.3573380019691019e-05, "loss": 0.2136, "loss_nan_ranks": 0, "loss_rank_avg": 0.10542194545269012, "step": 8175, "valid_targets_mean": 4699.1, "valid_targets_min": 1907 }, { "epoch": 4.509371554575524, "grad_norm": 0.5927155836709318, "learning_rate": 1.3547353683756056e-05, "loss": 0.2084, "loss_nan_ranks": 0, "loss_rank_avg": 0.10827003419399261, "step": 8180, "valid_targets_mean": 3441.1, "valid_targets_min": 1761 }, { "epoch": 4.51212789415656, "grad_norm": 0.5988904164073714, "learning_rate": 1.3521339538758e-05, "loss": 0.2077, "loss_nan_ranks": 0, "loss_rank_avg": 0.09567597508430481, "step": 8185, "valid_targets_mean": 4256.9, "valid_targets_min": 2436 }, { "epoch": 4.514884233737597, "grad_norm": 0.6051279999058408, "learning_rate": 1.3495337633845175e-05, "loss": 0.21, "loss_nan_ranks": 0, "loss_rank_avg": 0.10057590156793594, "step": 8190, "valid_targets_mean": 3822.2, "valid_targets_min": 2475 }, { "epoch": 4.517640573318633, "grad_norm": 0.6138970472374256, "learning_rate": 1.3469348018142786e-05, "loss": 0.2096, "loss_nan_ranks": 0, "loss_rank_avg": 0.11191126704216003, "step": 8195, "valid_targets_mean": 3811.5, "valid_targets_min": 1832 }, { "epoch": 4.5203969128996695, "grad_norm": 0.6430743362753338, "learning_rate": 1.3443370740752823e-05, "loss": 0.2054, "loss_nan_ranks": 0, "loss_rank_avg": 0.08961810916662216, "step": 8200, "valid_targets_mean": 2731.0, "valid_targets_min": 1179 }, { "epoch": 4.523153252480705, "grad_norm": 0.5419478996098308, "learning_rate": 1.3417405850753968e-05, "loss": 0.2087, "loss_nan_ranks": 0, "loss_rank_avg": 0.1037023663520813, "step": 8205, "valid_targets_mean": 4628.8, "valid_targets_min": 1859 }, { "epoch": 4.525909592061742, "grad_norm": 0.5799036217155045, "learning_rate": 1.3391453397201493e-05, "loss": 0.2088, "loss_nan_ranks": 0, "loss_rank_avg": 0.1174817755818367, "step": 8210, "valid_targets_mean": 4101.1, "valid_targets_min": 2488 }, { "epoch": 4.528665931642778, "grad_norm": 0.6365928837108723, "learning_rate": 1.3365513429127172e-05, "loss": 0.2208, "loss_nan_ranks": 0, "loss_rank_avg": 0.09851337969303131, "step": 8215, "valid_targets_mean": 3183.1, "valid_targets_min": 986 }, { "epoch": 4.531422271223815, "grad_norm": 0.637468934853173, "learning_rate": 1.33395859955392e-05, "loss": 0.2061, "loss_nan_ranks": 0, "loss_rank_avg": 0.10665715485811234, "step": 8220, "valid_targets_mean": 3136.1, "valid_targets_min": 1361 }, { "epoch": 4.534178610804851, "grad_norm": 0.5711813500649909, "learning_rate": 1.3313671145422077e-05, "loss": 0.2099, "loss_nan_ranks": 0, "loss_rank_avg": 0.0966787338256836, "step": 8225, "valid_targets_mean": 4275.5, "valid_targets_min": 2250 }, { "epoch": 4.536934950385888, "grad_norm": 0.7283571878786649, "learning_rate": 1.328776892773655e-05, "loss": 0.2139, "loss_nan_ranks": 0, "loss_rank_avg": 0.10378735512495041, "step": 8230, "valid_targets_mean": 3123.0, "valid_targets_min": 1436 }, { "epoch": 4.539691289966924, "grad_norm": 0.5726056921082888, "learning_rate": 1.3261879391419478e-05, "loss": 0.2088, "loss_nan_ranks": 0, "loss_rank_avg": 0.0908041000366211, "step": 8235, "valid_targets_mean": 3708.4, "valid_targets_min": 2191 }, { "epoch": 4.5424476295479606, "grad_norm": 0.617000263732811, "learning_rate": 1.3236002585383774e-05, "loss": 0.2028, "loss_nan_ranks": 0, "loss_rank_avg": 0.10455415397882462, "step": 8240, "valid_targets_mean": 4332.6, "valid_targets_min": 1271 }, { "epoch": 4.5452039691289965, "grad_norm": 0.5984074663196004, "learning_rate": 1.3210138558518295e-05, "loss": 0.2052, "loss_nan_ranks": 0, "loss_rank_avg": 0.1064390242099762, "step": 8245, "valid_targets_mean": 3416.9, "valid_targets_min": 1318 }, { "epoch": 4.547960308710033, "grad_norm": 0.5281222845701417, "learning_rate": 1.3184287359687751e-05, "loss": 0.1936, "loss_nan_ranks": 0, "loss_rank_avg": 0.09423847496509552, "step": 8250, "valid_targets_mean": 3720.1, "valid_targets_min": 1192 }, { "epoch": 4.550716648291069, "grad_norm": 0.6157455596258554, "learning_rate": 1.3158449037732628e-05, "loss": 0.2241, "loss_nan_ranks": 0, "loss_rank_avg": 0.0916229635477066, "step": 8255, "valid_targets_mean": 2578.4, "valid_targets_min": 1451 }, { "epoch": 4.553472987872106, "grad_norm": 0.5268815200098639, "learning_rate": 1.3132623641469074e-05, "loss": 0.2018, "loss_nan_ranks": 0, "loss_rank_avg": 0.0854460597038269, "step": 8260, "valid_targets_mean": 5275.6, "valid_targets_min": 3136 }, { "epoch": 4.556229327453142, "grad_norm": 0.6169049146108829, "learning_rate": 1.3106811219688815e-05, "loss": 0.2166, "loss_nan_ranks": 0, "loss_rank_avg": 0.09028385579586029, "step": 8265, "valid_targets_mean": 3110.8, "valid_targets_min": 1254 }, { "epoch": 4.558985667034179, "grad_norm": 0.6231229245208012, "learning_rate": 1.3081011821159075e-05, "loss": 0.2139, "loss_nan_ranks": 0, "loss_rank_avg": 0.13293887674808502, "step": 8270, "valid_targets_mean": 4470.8, "valid_targets_min": 1607 }, { "epoch": 4.561742006615215, "grad_norm": 0.6163712296504777, "learning_rate": 1.3055225494622459e-05, "loss": 0.2181, "loss_nan_ranks": 0, "loss_rank_avg": 0.106694296002388, "step": 8275, "valid_targets_mean": 3765.4, "valid_targets_min": 1609 }, { "epoch": 4.564498346196252, "grad_norm": 0.6012911815078984, "learning_rate": 1.3029452288796886e-05, "loss": 0.2081, "loss_nan_ranks": 0, "loss_rank_avg": 0.1174580305814743, "step": 8280, "valid_targets_mean": 4025.1, "valid_targets_min": 2192 }, { "epoch": 4.5672546857772875, "grad_norm": 0.6220742620441545, "learning_rate": 1.3003692252375486e-05, "loss": 0.2044, "loss_nan_ranks": 0, "loss_rank_avg": 0.12679538130760193, "step": 8285, "valid_targets_mean": 4012.1, "valid_targets_min": 2574 }, { "epoch": 4.570011025358324, "grad_norm": 0.6266258893640075, "learning_rate": 1.2977945434026504e-05, "loss": 0.2002, "loss_nan_ranks": 0, "loss_rank_avg": 0.10828138887882233, "step": 8290, "valid_targets_mean": 3416.1, "valid_targets_min": 2310 }, { "epoch": 4.57276736493936, "grad_norm": 0.6120341408604333, "learning_rate": 1.2952211882393211e-05, "loss": 0.1993, "loss_nan_ranks": 0, "loss_rank_avg": 0.10508313030004501, "step": 8295, "valid_targets_mean": 3984.4, "valid_targets_min": 2336 }, { "epoch": 4.575523704520397, "grad_norm": 0.6380600070068723, "learning_rate": 1.292649164609381e-05, "loss": 0.193, "loss_nan_ranks": 0, "loss_rank_avg": 0.08658162504434586, "step": 8300, "valid_targets_mean": 2859.2, "valid_targets_min": 1024 }, { "epoch": 4.578280044101433, "grad_norm": 0.6482760289281719, "learning_rate": 1.2900784773721365e-05, "loss": 0.1965, "loss_nan_ranks": 0, "loss_rank_avg": 0.10769455879926682, "step": 8305, "valid_targets_mean": 4017.2, "valid_targets_min": 1039 }, { "epoch": 4.58103638368247, "grad_norm": 0.5933483790818476, "learning_rate": 1.2875091313843674e-05, "loss": 0.1839, "loss_nan_ranks": 0, "loss_rank_avg": 0.0936768651008606, "step": 8310, "valid_targets_mean": 3422.9, "valid_targets_min": 1273 }, { "epoch": 4.583792723263506, "grad_norm": 0.6319059926195504, "learning_rate": 1.2849411315003199e-05, "loss": 0.2013, "loss_nan_ranks": 0, "loss_rank_avg": 0.10939992219209671, "step": 8315, "valid_targets_mean": 4161.4, "valid_targets_min": 913 }, { "epoch": 4.586549062844543, "grad_norm": 0.6267384925461394, "learning_rate": 1.2823744825716974e-05, "loss": 0.2249, "loss_nan_ranks": 0, "loss_rank_avg": 0.08714116364717484, "step": 8320, "valid_targets_mean": 3919.9, "valid_targets_min": 2090 }, { "epoch": 4.589305402425579, "grad_norm": 0.6294080533315118, "learning_rate": 1.2798091894476503e-05, "loss": 0.2007, "loss_nan_ranks": 0, "loss_rank_avg": 0.11950120329856873, "step": 8325, "valid_targets_mean": 3876.9, "valid_targets_min": 1682 }, { "epoch": 4.592061742006615, "grad_norm": 0.5768623870569041, "learning_rate": 1.2772452569747685e-05, "loss": 0.2071, "loss_nan_ranks": 0, "loss_rank_avg": 0.10465048998594284, "step": 8330, "valid_targets_mean": 4459.4, "valid_targets_min": 2246 }, { "epoch": 4.594818081587651, "grad_norm": 0.5965225451634111, "learning_rate": 1.2746826899970706e-05, "loss": 0.1998, "loss_nan_ranks": 0, "loss_rank_avg": 0.09709534049034119, "step": 8335, "valid_targets_mean": 3922.6, "valid_targets_min": 1782 }, { "epoch": 4.597574421168688, "grad_norm": 0.6215850780326455, "learning_rate": 1.2721214933559947e-05, "loss": 0.2065, "loss_nan_ranks": 0, "loss_rank_avg": 0.10847589373588562, "step": 8340, "valid_targets_mean": 4168.2, "valid_targets_min": 1583 }, { "epoch": 4.600330760749724, "grad_norm": 0.6643485152364759, "learning_rate": 1.269561671890391e-05, "loss": 0.2047, "loss_nan_ranks": 0, "loss_rank_avg": 0.11964936554431915, "step": 8345, "valid_targets_mean": 3739.5, "valid_targets_min": 2032 }, { "epoch": 4.603087100330761, "grad_norm": 0.5568027020480141, "learning_rate": 1.2670032304365116e-05, "loss": 0.1918, "loss_nan_ranks": 0, "loss_rank_avg": 0.09720966964960098, "step": 8350, "valid_targets_mean": 3939.4, "valid_targets_min": 1616 }, { "epoch": 4.605843439911797, "grad_norm": 0.6267359475808878, "learning_rate": 1.264446173828001e-05, "loss": 0.2078, "loss_nan_ranks": 0, "loss_rank_avg": 0.08924372494220734, "step": 8355, "valid_targets_mean": 3527.8, "valid_targets_min": 2149 }, { "epoch": 4.608599779492834, "grad_norm": 0.6256599142818978, "learning_rate": 1.2618905068958867e-05, "loss": 0.1967, "loss_nan_ranks": 0, "loss_rank_avg": 0.10957935452461243, "step": 8360, "valid_targets_mean": 3629.2, "valid_targets_min": 1743 }, { "epoch": 4.61135611907387, "grad_norm": 0.6886745867596549, "learning_rate": 1.2593362344685717e-05, "loss": 0.2038, "loss_nan_ranks": 0, "loss_rank_avg": 0.12486985325813293, "step": 8365, "valid_targets_mean": 3774.0, "valid_targets_min": 2117 }, { "epoch": 4.6141124586549065, "grad_norm": 0.6791129900330095, "learning_rate": 1.2567833613718237e-05, "loss": 0.2158, "loss_nan_ranks": 0, "loss_rank_avg": 0.11445054411888123, "step": 8370, "valid_targets_mean": 3750.4, "valid_targets_min": 1829 }, { "epoch": 4.616868798235942, "grad_norm": 0.6530636261998571, "learning_rate": 1.2542318924287678e-05, "loss": 0.2069, "loss_nan_ranks": 0, "loss_rank_avg": 0.11921622604131699, "step": 8375, "valid_targets_mean": 4077.9, "valid_targets_min": 1570 }, { "epoch": 4.619625137816979, "grad_norm": 0.6813207783258821, "learning_rate": 1.2516818324598742e-05, "loss": 0.2136, "loss_nan_ranks": 0, "loss_rank_avg": 0.11030630767345428, "step": 8380, "valid_targets_mean": 3366.9, "valid_targets_min": 1484 }, { "epoch": 4.622381477398015, "grad_norm": 0.6259027814055962, "learning_rate": 1.2491331862829532e-05, "loss": 0.2058, "loss_nan_ranks": 0, "loss_rank_avg": 0.08385582268238068, "step": 8385, "valid_targets_mean": 3818.2, "valid_targets_min": 1967 }, { "epoch": 4.625137816979052, "grad_norm": 0.6286665648266219, "learning_rate": 1.2465859587131428e-05, "loss": 0.2188, "loss_nan_ranks": 0, "loss_rank_avg": 0.10009288787841797, "step": 8390, "valid_targets_mean": 3949.2, "valid_targets_min": 2480 }, { "epoch": 4.627894156560088, "grad_norm": 0.620138821751272, "learning_rate": 1.2440401545629009e-05, "loss": 0.2091, "loss_nan_ranks": 0, "loss_rank_avg": 0.09128134697675705, "step": 8395, "valid_targets_mean": 3551.9, "valid_targets_min": 1672 }, { "epoch": 4.630650496141125, "grad_norm": 0.627040258968036, "learning_rate": 1.2414957786419967e-05, "loss": 0.2144, "loss_nan_ranks": 0, "loss_rank_avg": 0.09909596294164658, "step": 8400, "valid_targets_mean": 3459.5, "valid_targets_min": 2428 }, { "epoch": 4.633406835722161, "grad_norm": 0.6564546676584087, "learning_rate": 1.2389528357575013e-05, "loss": 0.2085, "loss_nan_ranks": 0, "loss_rank_avg": 0.10428648442029953, "step": 8405, "valid_targets_mean": 3590.5, "valid_targets_min": 1965 }, { "epoch": 4.6361631753031975, "grad_norm": 0.6247360380875417, "learning_rate": 1.2364113307137773e-05, "loss": 0.2041, "loss_nan_ranks": 0, "loss_rank_avg": 0.09185223281383514, "step": 8410, "valid_targets_mean": 3412.5, "valid_targets_min": 1004 }, { "epoch": 4.6389195148842335, "grad_norm": 0.6454365979861197, "learning_rate": 1.2338712683124717e-05, "loss": 0.2088, "loss_nan_ranks": 0, "loss_rank_avg": 0.08531850576400757, "step": 8415, "valid_targets_mean": 3219.1, "valid_targets_min": 1200 }, { "epoch": 4.64167585446527, "grad_norm": 0.7500049571207106, "learning_rate": 1.231332653352505e-05, "loss": 0.2087, "loss_nan_ranks": 0, "loss_rank_avg": 0.11344636976718903, "step": 8420, "valid_targets_mean": 4130.9, "valid_targets_min": 1256 }, { "epoch": 4.644432194046306, "grad_norm": 0.6306922233636642, "learning_rate": 1.2287954906300638e-05, "loss": 0.204, "loss_nan_ranks": 0, "loss_rank_avg": 0.10219918936491013, "step": 8425, "valid_targets_mean": 3062.2, "valid_targets_min": 1355 }, { "epoch": 4.647188533627343, "grad_norm": 0.5477671423425797, "learning_rate": 1.2262597849385908e-05, "loss": 0.1916, "loss_nan_ranks": 0, "loss_rank_avg": 0.08368903398513794, "step": 8430, "valid_targets_mean": 4574.8, "valid_targets_min": 1409 }, { "epoch": 4.649944873208379, "grad_norm": 0.6268346554009789, "learning_rate": 1.2237255410687766e-05, "loss": 0.2068, "loss_nan_ranks": 0, "loss_rank_avg": 0.09109315276145935, "step": 8435, "valid_targets_mean": 3433.1, "valid_targets_min": 1389 }, { "epoch": 4.652701212789416, "grad_norm": 0.6196115441010493, "learning_rate": 1.2211927638085487e-05, "loss": 0.1947, "loss_nan_ranks": 0, "loss_rank_avg": 0.08230583369731903, "step": 8440, "valid_targets_mean": 3033.2, "valid_targets_min": 788 }, { "epoch": 4.655457552370452, "grad_norm": 0.6059350193229949, "learning_rate": 1.218661457943065e-05, "loss": 0.2098, "loss_nan_ranks": 0, "loss_rank_avg": 0.10016530752182007, "step": 8445, "valid_targets_mean": 3689.4, "valid_targets_min": 1900 }, { "epoch": 4.658213891951489, "grad_norm": 0.6767841741877972, "learning_rate": 1.2161316282547024e-05, "loss": 0.2052, "loss_nan_ranks": 0, "loss_rank_avg": 0.09977364540100098, "step": 8450, "valid_targets_mean": 2805.4, "valid_targets_min": 1457 }, { "epoch": 4.6609702315325245, "grad_norm": 0.5654171615547187, "learning_rate": 1.2136032795230492e-05, "loss": 0.205, "loss_nan_ranks": 0, "loss_rank_avg": 0.11652840673923492, "step": 8455, "valid_targets_mean": 5405.9, "valid_targets_min": 2893 }, { "epoch": 4.663726571113561, "grad_norm": 0.6968846992447764, "learning_rate": 1.211076416524897e-05, "loss": 0.203, "loss_nan_ranks": 0, "loss_rank_avg": 0.11752282083034515, "step": 8460, "valid_targets_mean": 3204.4, "valid_targets_min": 1760 }, { "epoch": 4.666482910694597, "grad_norm": 0.7134207612121916, "learning_rate": 1.2085510440342282e-05, "loss": 0.2029, "loss_nan_ranks": 0, "loss_rank_avg": 0.0932270735502243, "step": 8465, "valid_targets_mean": 4082.4, "valid_targets_min": 1929 }, { "epoch": 4.669239250275634, "grad_norm": 0.5210744352148385, "learning_rate": 1.2060271668222115e-05, "loss": 0.1999, "loss_nan_ranks": 0, "loss_rank_avg": 0.08791635185480118, "step": 8470, "valid_targets_mean": 5744.4, "valid_targets_min": 1234 }, { "epoch": 4.67199558985667, "grad_norm": 0.5373974347952534, "learning_rate": 1.2035047896571884e-05, "loss": 0.1983, "loss_nan_ranks": 0, "loss_rank_avg": 0.09555687755346298, "step": 8475, "valid_targets_mean": 5335.2, "valid_targets_min": 1739 }, { "epoch": 4.674751929437707, "grad_norm": 0.5864785629748774, "learning_rate": 1.2009839173046673e-05, "loss": 0.1967, "loss_nan_ranks": 0, "loss_rank_avg": 0.10215507447719574, "step": 8480, "valid_targets_mean": 3754.6, "valid_targets_min": 855 }, { "epoch": 4.677508269018743, "grad_norm": 0.5802857558586093, "learning_rate": 1.1984645545273145e-05, "loss": 0.1974, "loss_nan_ranks": 0, "loss_rank_avg": 0.10472627729177475, "step": 8485, "valid_targets_mean": 3716.0, "valid_targets_min": 1060 }, { "epoch": 4.68026460859978, "grad_norm": 0.5773967042527147, "learning_rate": 1.1959467060849432e-05, "loss": 0.1924, "loss_nan_ranks": 0, "loss_rank_avg": 0.09129063785076141, "step": 8490, "valid_targets_mean": 3903.5, "valid_targets_min": 974 }, { "epoch": 4.683020948180816, "grad_norm": 0.6461443987269605, "learning_rate": 1.1934303767345057e-05, "loss": 0.1895, "loss_nan_ranks": 0, "loss_rank_avg": 0.09532202780246735, "step": 8495, "valid_targets_mean": 3001.8, "valid_targets_min": 1437 }, { "epoch": 4.685777287761852, "grad_norm": 0.6549145611722482, "learning_rate": 1.1909155712300844e-05, "loss": 0.1912, "loss_nan_ranks": 0, "loss_rank_avg": 0.11181293427944183, "step": 8500, "valid_targets_mean": 4849.8, "valid_targets_min": 3610 }, { "epoch": 4.688533627342888, "grad_norm": 0.6355067780533544, "learning_rate": 1.1884022943228824e-05, "loss": 0.1936, "loss_nan_ranks": 0, "loss_rank_avg": 0.10432341694831848, "step": 8505, "valid_targets_mean": 4029.4, "valid_targets_min": 1515 }, { "epoch": 4.691289966923925, "grad_norm": 0.7138285481884677, "learning_rate": 1.1858905507612156e-05, "loss": 0.2057, "loss_nan_ranks": 0, "loss_rank_avg": 0.10473667830228806, "step": 8510, "valid_targets_mean": 2771.5, "valid_targets_min": 1347 }, { "epoch": 4.694046306504961, "grad_norm": 0.627499721173437, "learning_rate": 1.1833803452905025e-05, "loss": 0.2059, "loss_nan_ranks": 0, "loss_rank_avg": 0.10486799478530884, "step": 8515, "valid_targets_mean": 3195.0, "valid_targets_min": 1904 }, { "epoch": 4.696802646085998, "grad_norm": 0.6495484946992698, "learning_rate": 1.1808716826532556e-05, "loss": 0.192, "loss_nan_ranks": 0, "loss_rank_avg": 0.10146039724349976, "step": 8520, "valid_targets_mean": 3454.2, "valid_targets_min": 2070 }, { "epoch": 4.699558985667034, "grad_norm": 0.633321627665926, "learning_rate": 1.1783645675890725e-05, "loss": 0.1897, "loss_nan_ranks": 0, "loss_rank_avg": 0.08290262520313263, "step": 8525, "valid_targets_mean": 3065.8, "valid_targets_min": 1019 }, { "epoch": 4.702315325248071, "grad_norm": 0.6948000846926881, "learning_rate": 1.175859004834627e-05, "loss": 0.198, "loss_nan_ranks": 0, "loss_rank_avg": 0.09420207887887955, "step": 8530, "valid_targets_mean": 3082.1, "valid_targets_min": 653 }, { "epoch": 4.705071664829107, "grad_norm": 0.6148716439278388, "learning_rate": 1.1733549991236608e-05, "loss": 0.1998, "loss_nan_ranks": 0, "loss_rank_avg": 0.10894359648227692, "step": 8535, "valid_targets_mean": 4172.1, "valid_targets_min": 1604 }, { "epoch": 4.7078280044101435, "grad_norm": 0.6870952931196683, "learning_rate": 1.1708525551869729e-05, "loss": 0.2085, "loss_nan_ranks": 0, "loss_rank_avg": 0.10620259493589401, "step": 8540, "valid_targets_mean": 2731.9, "valid_targets_min": 815 }, { "epoch": 4.710584343991179, "grad_norm": 0.6211050181527924, "learning_rate": 1.1683516777524127e-05, "loss": 0.1999, "loss_nan_ranks": 0, "loss_rank_avg": 0.08935414254665375, "step": 8545, "valid_targets_mean": 3379.6, "valid_targets_min": 1874 }, { "epoch": 4.713340683572216, "grad_norm": 0.6032244357255013, "learning_rate": 1.1658523715448683e-05, "loss": 0.2008, "loss_nan_ranks": 0, "loss_rank_avg": 0.10111667960882187, "step": 8550, "valid_targets_mean": 3883.6, "valid_targets_min": 1787 }, { "epoch": 4.716097023153252, "grad_norm": 0.6114987825911102, "learning_rate": 1.1633546412862612e-05, "loss": 0.2063, "loss_nan_ranks": 0, "loss_rank_avg": 0.0870811939239502, "step": 8555, "valid_targets_mean": 3233.4, "valid_targets_min": 1214 }, { "epoch": 4.718853362734289, "grad_norm": 0.6383127688633033, "learning_rate": 1.1608584916955348e-05, "loss": 0.1908, "loss_nan_ranks": 0, "loss_rank_avg": 0.07421775907278061, "step": 8560, "valid_targets_mean": 1866.6, "valid_targets_min": 631 }, { "epoch": 4.721609702315325, "grad_norm": 0.39638803697068736, "learning_rate": 1.1583639274886461e-05, "loss": 0.1014, "loss_nan_ranks": 0, "loss_rank_avg": 0.03152263164520264, "step": 8565, "valid_targets_mean": 2847.2, "valid_targets_min": 829 }, { "epoch": 4.724366041896362, "grad_norm": 0.3752784991518403, "learning_rate": 1.155870953378556e-05, "loss": 0.0803, "loss_nan_ranks": 0, "loss_rank_avg": 0.03577549010515213, "step": 8570, "valid_targets_mean": 3424.2, "valid_targets_min": 2780 }, { "epoch": 4.727122381477398, "grad_norm": 0.38053521639452637, "learning_rate": 1.1533795740752228e-05, "loss": 0.0781, "loss_nan_ranks": 0, "loss_rank_avg": 0.04130037873983383, "step": 8575, "valid_targets_mean": 3527.0, "valid_targets_min": 2121 }, { "epoch": 4.7298787210584345, "grad_norm": 0.400430712548472, "learning_rate": 1.1508897942855902e-05, "loss": 0.0948, "loss_nan_ranks": 0, "loss_rank_avg": 0.035319894552230835, "step": 8580, "valid_targets_mean": 2447.4, "valid_targets_min": 523 }, { "epoch": 4.7326350606394705, "grad_norm": 0.40273298795849327, "learning_rate": 1.1484016187135815e-05, "loss": 0.0782, "loss_nan_ranks": 0, "loss_rank_avg": 0.04246003180742264, "step": 8585, "valid_targets_mean": 2761.6, "valid_targets_min": 885 }, { "epoch": 4.735391400220507, "grad_norm": 1.0719742110181378, "learning_rate": 1.1459150520600873e-05, "loss": 0.1037, "loss_nan_ranks": 0, "loss_rank_avg": 0.08043426275253296, "step": 8590, "valid_targets_mean": 1135.5, "valid_targets_min": 556 }, { "epoch": 4.738147739801543, "grad_norm": 0.43739208368429006, "learning_rate": 1.143430099022961e-05, "loss": 0.116, "loss_nan_ranks": 0, "loss_rank_avg": 0.031099801883101463, "step": 8595, "valid_targets_mean": 2674.5, "valid_targets_min": 643 }, { "epoch": 4.74090407938258, "grad_norm": 0.46381278008641624, "learning_rate": 1.1409467642970053e-05, "loss": 0.0865, "loss_nan_ranks": 0, "loss_rank_avg": 0.03925149887800217, "step": 8600, "valid_targets_mean": 2996.8, "valid_targets_min": 942 }, { "epoch": 4.743660418963616, "grad_norm": 0.5309216912795555, "learning_rate": 1.1384650525739662e-05, "loss": 0.1103, "loss_nan_ranks": 0, "loss_rank_avg": 0.09209037572145462, "step": 8605, "valid_targets_mean": 1892.5, "valid_targets_min": 807 }, { "epoch": 4.746416758544653, "grad_norm": 0.30708375191092246, "learning_rate": 1.1359849685425232e-05, "loss": 0.0819, "loss_nan_ranks": 0, "loss_rank_avg": 0.04382132738828659, "step": 8610, "valid_targets_mean": 5422.9, "valid_targets_min": 633 }, { "epoch": 4.749173098125689, "grad_norm": 0.36832255842739386, "learning_rate": 1.1335065168882807e-05, "loss": 0.0773, "loss_nan_ranks": 0, "loss_rank_avg": 0.0418543815612793, "step": 8615, "valid_targets_mean": 2580.2, "valid_targets_min": 821 }, { "epoch": 4.751929437706726, "grad_norm": 0.3105105110691598, "learning_rate": 1.1310297022937589e-05, "loss": 0.0792, "loss_nan_ranks": 0, "loss_rank_avg": 0.037011466920375824, "step": 8620, "valid_targets_mean": 3741.8, "valid_targets_min": 1091 }, { "epoch": 4.7546857772877615, "grad_norm": 0.47318543355609133, "learning_rate": 1.1285545294383855e-05, "loss": 0.0942, "loss_nan_ranks": 0, "loss_rank_avg": 0.046977050602436066, "step": 8625, "valid_targets_mean": 2870.5, "valid_targets_min": 684 }, { "epoch": 4.757442116868798, "grad_norm": 0.3509818284609481, "learning_rate": 1.1260810029984861e-05, "loss": 0.1006, "loss_nan_ranks": 0, "loss_rank_avg": 0.03285171091556549, "step": 8630, "valid_targets_mean": 3128.6, "valid_targets_min": 550 }, { "epoch": 4.760198456449834, "grad_norm": 0.45330114246288405, "learning_rate": 1.1236091276472751e-05, "loss": 0.0804, "loss_nan_ranks": 0, "loss_rank_avg": 0.042145825922489166, "step": 8635, "valid_targets_mean": 2410.5, "valid_targets_min": 563 }, { "epoch": 4.762954796030871, "grad_norm": 0.3074452864614632, "learning_rate": 1.1211389080548499e-05, "loss": 0.072, "loss_nan_ranks": 0, "loss_rank_avg": 0.03248672932386398, "step": 8640, "valid_targets_mean": 4067.1, "valid_targets_min": 3326 }, { "epoch": 4.765711135611907, "grad_norm": 0.4757636905148467, "learning_rate": 1.1186703488881773e-05, "loss": 0.0776, "loss_nan_ranks": 0, "loss_rank_avg": 0.05567679926753044, "step": 8645, "valid_targets_mean": 1677.4, "valid_targets_min": 619 }, { "epoch": 4.768467475192944, "grad_norm": 0.569381064638921, "learning_rate": 1.116203454811088e-05, "loss": 0.0908, "loss_nan_ranks": 0, "loss_rank_avg": 0.0527566596865654, "step": 8650, "valid_targets_mean": 2418.4, "valid_targets_min": 692 }, { "epoch": 4.77122381477398, "grad_norm": 0.5091981756338738, "learning_rate": 1.1137382304842665e-05, "loss": 0.0868, "loss_nan_ranks": 0, "loss_rank_avg": 0.05491676181554794, "step": 8655, "valid_targets_mean": 3002.8, "valid_targets_min": 1914 }, { "epoch": 4.773980154355017, "grad_norm": 0.41872102716361553, "learning_rate": 1.1112746805652432e-05, "loss": 0.0862, "loss_nan_ranks": 0, "loss_rank_avg": 0.02869214303791523, "step": 8660, "valid_targets_mean": 2430.4, "valid_targets_min": 797 }, { "epoch": 4.776736493936053, "grad_norm": 0.4949848841636304, "learning_rate": 1.1088128097083841e-05, "loss": 0.0945, "loss_nan_ranks": 0, "loss_rank_avg": 0.057574834674596786, "step": 8665, "valid_targets_mean": 2037.0, "valid_targets_min": 952 }, { "epoch": 4.779492833517089, "grad_norm": 0.3713952457269785, "learning_rate": 1.106352622564884e-05, "loss": 0.1145, "loss_nan_ranks": 0, "loss_rank_avg": 0.04069802910089493, "step": 8670, "valid_targets_mean": 2504.5, "valid_targets_min": 638 }, { "epoch": 4.782249173098125, "grad_norm": 0.39312885662929314, "learning_rate": 1.1038941237827565e-05, "loss": 0.076, "loss_nan_ranks": 0, "loss_rank_avg": 0.04487878829240799, "step": 8675, "valid_targets_mean": 2675.4, "valid_targets_min": 1251 }, { "epoch": 4.785005512679162, "grad_norm": 0.5847943181198441, "learning_rate": 1.1014373180068246e-05, "loss": 0.1161, "loss_nan_ranks": 0, "loss_rank_avg": 0.08597130328416824, "step": 8680, "valid_targets_mean": 2135.6, "valid_targets_min": 696 }, { "epoch": 4.787761852260198, "grad_norm": 0.46172902846894137, "learning_rate": 1.0989822098787126e-05, "loss": 0.0961, "loss_nan_ranks": 0, "loss_rank_avg": 0.0563945509493351, "step": 8685, "valid_targets_mean": 2731.6, "valid_targets_min": 607 }, { "epoch": 4.790518191841235, "grad_norm": 0.49734853890039443, "learning_rate": 1.09652880403684e-05, "loss": 0.0824, "loss_nan_ranks": 0, "loss_rank_avg": 0.05869923532009125, "step": 8690, "valid_targets_mean": 2722.5, "valid_targets_min": 888 }, { "epoch": 4.793274531422271, "grad_norm": 0.6591071624643435, "learning_rate": 1.0940771051164072e-05, "loss": 0.2431, "loss_nan_ranks": 0, "loss_rank_avg": 0.2542988061904907, "step": 8695, "valid_targets_mean": 2824.9, "valid_targets_min": 1166 }, { "epoch": 4.796030871003308, "grad_norm": 0.4587676801525207, "learning_rate": 1.0916271177493907e-05, "loss": 0.1196, "loss_nan_ranks": 0, "loss_rank_avg": 0.039642058312892914, "step": 8700, "valid_targets_mean": 2113.9, "valid_targets_min": 716 }, { "epoch": 4.798787210584344, "grad_norm": 0.39235591093558847, "learning_rate": 1.0891788465645338e-05, "loss": 0.0956, "loss_nan_ranks": 0, "loss_rank_avg": 0.05093827843666077, "step": 8705, "valid_targets_mean": 3255.1, "valid_targets_min": 612 }, { "epoch": 4.8015435501653805, "grad_norm": 0.5393248102272744, "learning_rate": 1.0867322961873373e-05, "loss": 0.1743, "loss_nan_ranks": 0, "loss_rank_avg": 0.07771757245063782, "step": 8710, "valid_targets_mean": 2770.4, "valid_targets_min": 681 }, { "epoch": 4.804299889746416, "grad_norm": 0.4155130080449806, "learning_rate": 1.0842874712400499e-05, "loss": 0.0826, "loss_nan_ranks": 0, "loss_rank_avg": 0.03190998733043671, "step": 8715, "valid_targets_mean": 2307.2, "valid_targets_min": 825 }, { "epoch": 4.807056229327453, "grad_norm": 0.41980204984158603, "learning_rate": 1.0818443763416622e-05, "loss": 0.0807, "loss_nan_ranks": 0, "loss_rank_avg": 0.045763175934553146, "step": 8720, "valid_targets_mean": 5000.9, "valid_targets_min": 2660 }, { "epoch": 4.809812568908489, "grad_norm": 0.3402405318219772, "learning_rate": 1.0794030161078948e-05, "loss": 0.0871, "loss_nan_ranks": 0, "loss_rank_avg": 0.03102729469537735, "step": 8725, "valid_targets_mean": 3396.2, "valid_targets_min": 991 }, { "epoch": 4.812568908489526, "grad_norm": 0.41642920487982527, "learning_rate": 1.0769633951511915e-05, "loss": 0.0781, "loss_nan_ranks": 0, "loss_rank_avg": 0.04984761029481888, "step": 8730, "valid_targets_mean": 3447.6, "valid_targets_min": 868 }, { "epoch": 4.815325248070562, "grad_norm": 0.44525386561892577, "learning_rate": 1.0745255180807094e-05, "loss": 0.08, "loss_nan_ranks": 0, "loss_rank_avg": 0.04330720007419586, "step": 8735, "valid_targets_mean": 3714.5, "valid_targets_min": 668 }, { "epoch": 4.818081587651599, "grad_norm": 0.35136187816734343, "learning_rate": 1.0720893895023134e-05, "loss": 0.0727, "loss_nan_ranks": 0, "loss_rank_avg": 0.03281503543257713, "step": 8740, "valid_targets_mean": 3203.4, "valid_targets_min": 1761 }, { "epoch": 4.820837927232635, "grad_norm": 0.37339564325388935, "learning_rate": 1.069655014018562e-05, "loss": 0.0802, "loss_nan_ranks": 0, "loss_rank_avg": 0.03664547950029373, "step": 8745, "valid_targets_mean": 3626.9, "valid_targets_min": 2530 }, { "epoch": 4.8235942668136715, "grad_norm": 0.4300424111776043, "learning_rate": 1.067222396228703e-05, "loss": 0.07, "loss_nan_ranks": 0, "loss_rank_avg": 0.05024304240942001, "step": 8750, "valid_targets_mean": 3387.9, "valid_targets_min": 1233 }, { "epoch": 4.8263506063947075, "grad_norm": 0.29951479814329085, "learning_rate": 1.0647915407286632e-05, "loss": 0.1188, "loss_nan_ranks": 0, "loss_rank_avg": 0.024494362995028496, "step": 8755, "valid_targets_mean": 3297.2, "valid_targets_min": 619 }, { "epoch": 4.829106945975744, "grad_norm": 0.3934678493078216, "learning_rate": 1.0623624521110397e-05, "loss": 0.0664, "loss_nan_ranks": 0, "loss_rank_avg": 0.033943675458431244, "step": 8760, "valid_targets_mean": 3229.9, "valid_targets_min": 585 }, { "epoch": 4.83186328555678, "grad_norm": 0.38024955759215473, "learning_rate": 1.059935134965092e-05, "loss": 0.0715, "loss_nan_ranks": 0, "loss_rank_avg": 0.03824543207883835, "step": 8765, "valid_targets_mean": 3873.1, "valid_targets_min": 3327 }, { "epoch": 4.834619625137817, "grad_norm": 0.42249177183868675, "learning_rate": 1.057509593876732e-05, "loss": 0.0693, "loss_nan_ranks": 0, "loss_rank_avg": 0.021149223670363426, "step": 8770, "valid_targets_mean": 1698.1, "valid_targets_min": 523 }, { "epoch": 4.837375964718853, "grad_norm": 0.6874971886271674, "learning_rate": 1.0550858334285165e-05, "loss": 0.111, "loss_nan_ranks": 0, "loss_rank_avg": 0.09206512570381165, "step": 8775, "valid_targets_mean": 1589.6, "valid_targets_min": 194 }, { "epoch": 4.84013230429989, "grad_norm": 0.37222577880475094, "learning_rate": 1.0526638581996378e-05, "loss": 0.0761, "loss_nan_ranks": 0, "loss_rank_avg": 0.04536258056759834, "step": 8780, "valid_targets_mean": 3791.4, "valid_targets_min": 3033 }, { "epoch": 4.842888643880926, "grad_norm": 0.48372147669692217, "learning_rate": 1.0502436727659169e-05, "loss": 0.1148, "loss_nan_ranks": 0, "loss_rank_avg": 0.05402200296521187, "step": 8785, "valid_targets_mean": 2261.0, "valid_targets_min": 959 }, { "epoch": 4.845644983461963, "grad_norm": 0.3960955878716764, "learning_rate": 1.0478252816997918e-05, "loss": 0.0802, "loss_nan_ranks": 0, "loss_rank_avg": 0.0381321981549263, "step": 8790, "valid_targets_mean": 3329.0, "valid_targets_min": 1025 }, { "epoch": 4.8484013230429985, "grad_norm": 0.6256186863586691, "learning_rate": 1.0454086895703108e-05, "loss": 0.1061, "loss_nan_ranks": 0, "loss_rank_avg": 0.06390616297721863, "step": 8795, "valid_targets_mean": 1613.5, "valid_targets_min": 912 }, { "epoch": 4.851157662624035, "grad_norm": 0.5585964945060659, "learning_rate": 1.0429939009431229e-05, "loss": 0.1069, "loss_nan_ranks": 0, "loss_rank_avg": 0.047930020838975906, "step": 8800, "valid_targets_mean": 2147.6, "valid_targets_min": 1035 }, { "epoch": 4.853914002205071, "grad_norm": 0.6067662965338925, "learning_rate": 1.0405809203804713e-05, "loss": 0.1029, "loss_nan_ranks": 0, "loss_rank_avg": 0.08391904085874557, "step": 8805, "valid_targets_mean": 1769.1, "valid_targets_min": 1038 }, { "epoch": 4.856670341786108, "grad_norm": 0.4638813752233067, "learning_rate": 1.0381697524411817e-05, "loss": 0.0796, "loss_nan_ranks": 0, "loss_rank_avg": 0.03301233798265457, "step": 8810, "valid_targets_mean": 2832.5, "valid_targets_min": 703 }, { "epoch": 4.859426681367144, "grad_norm": 0.36529263312196186, "learning_rate": 1.0357604016806562e-05, "loss": 0.0849, "loss_nan_ranks": 0, "loss_rank_avg": 0.0375593900680542, "step": 8815, "valid_targets_mean": 3462.8, "valid_targets_min": 2841 }, { "epoch": 4.862183020948181, "grad_norm": 0.3991582173104919, "learning_rate": 1.0333528726508628e-05, "loss": 0.0844, "loss_nan_ranks": 0, "loss_rank_avg": 0.030580680817365646, "step": 8820, "valid_targets_mean": 2462.2, "valid_targets_min": 745 }, { "epoch": 4.864939360529217, "grad_norm": 0.3612592014515738, "learning_rate": 1.0309471699003288e-05, "loss": 0.0724, "loss_nan_ranks": 0, "loss_rank_avg": 0.03632736951112747, "step": 8825, "valid_targets_mean": 4582.6, "valid_targets_min": 1048 }, { "epoch": 4.867695700110254, "grad_norm": 0.33466029377652595, "learning_rate": 1.0285432979741295e-05, "loss": 0.0679, "loss_nan_ranks": 0, "loss_rank_avg": 0.0361139252781868, "step": 8830, "valid_targets_mean": 4001.6, "valid_targets_min": 2533 }, { "epoch": 4.87045203969129, "grad_norm": 0.32516406713875945, "learning_rate": 1.0261412614138839e-05, "loss": 0.0786, "loss_nan_ranks": 0, "loss_rank_avg": 0.032514214515686035, "step": 8835, "valid_targets_mean": 3944.2, "valid_targets_min": 1850 }, { "epoch": 4.873208379272326, "grad_norm": 0.48977801407192506, "learning_rate": 1.0237410647577415e-05, "loss": 0.0905, "loss_nan_ranks": 0, "loss_rank_avg": 0.03447722643613815, "step": 8840, "valid_targets_mean": 3158.4, "valid_targets_min": 889 }, { "epoch": 4.875964718853362, "grad_norm": 0.4522682882646341, "learning_rate": 1.0213427125403756e-05, "loss": 0.0868, "loss_nan_ranks": 0, "loss_rank_avg": 0.04081519693136215, "step": 8845, "valid_targets_mean": 2407.2, "valid_targets_min": 749 }, { "epoch": 4.878721058434399, "grad_norm": 0.3081356612593599, "learning_rate": 1.0189462092929756e-05, "loss": 0.0885, "loss_nan_ranks": 0, "loss_rank_avg": 0.03015086054801941, "step": 8850, "valid_targets_mean": 4191.4, "valid_targets_min": 3925 }, { "epoch": 4.881477398015435, "grad_norm": 0.44120271909107134, "learning_rate": 1.016551559543237e-05, "loss": 0.0718, "loss_nan_ranks": 0, "loss_rank_avg": 0.04279952496290207, "step": 8855, "valid_targets_mean": 3605.1, "valid_targets_min": 1567 }, { "epoch": 4.884233737596472, "grad_norm": 0.4732580164527041, "learning_rate": 1.0141587678153542e-05, "loss": 0.0833, "loss_nan_ranks": 0, "loss_rank_avg": 0.035236798226833344, "step": 8860, "valid_targets_mean": 2819.0, "valid_targets_min": 902 }, { "epoch": 4.886990077177508, "grad_norm": 0.3466115828837437, "learning_rate": 1.0117678386300107e-05, "loss": 0.0745, "loss_nan_ranks": 0, "loss_rank_avg": 0.02841678261756897, "step": 8865, "valid_targets_mean": 3424.2, "valid_targets_min": 974 }, { "epoch": 4.889746416758545, "grad_norm": 0.5985630712925906, "learning_rate": 1.0093787765043715e-05, "loss": 0.0807, "loss_nan_ranks": 0, "loss_rank_avg": 0.04562564939260483, "step": 8870, "valid_targets_mean": 1211.8, "valid_targets_min": 569 }, { "epoch": 4.892502756339581, "grad_norm": 0.5408893267658812, "learning_rate": 1.0069915859520726e-05, "loss": 0.0771, "loss_nan_ranks": 0, "loss_rank_avg": 0.05622847005724907, "step": 8875, "valid_targets_mean": 2852.6, "valid_targets_min": 1015 }, { "epoch": 4.8952590959206175, "grad_norm": 0.5114949934129079, "learning_rate": 1.0046062714832176e-05, "loss": 0.0803, "loss_nan_ranks": 0, "loss_rank_avg": 0.04796206206083298, "step": 8880, "valid_targets_mean": 1880.9, "valid_targets_min": 677 }, { "epoch": 4.898015435501653, "grad_norm": 0.4121514777904532, "learning_rate": 1.0022228376043626e-05, "loss": 0.0936, "loss_nan_ranks": 0, "loss_rank_avg": 0.04005277156829834, "step": 8885, "valid_targets_mean": 2526.8, "valid_targets_min": 1010 }, { "epoch": 4.90077177508269, "grad_norm": 0.5901749236959384, "learning_rate": 9.998412888185117e-06, "loss": 0.0776, "loss_nan_ranks": 0, "loss_rank_avg": 0.04498175531625748, "step": 8890, "valid_targets_mean": 1515.2, "valid_targets_min": 700 }, { "epoch": 4.903528114663727, "grad_norm": 0.3782203957861455, "learning_rate": 9.974616296251067e-06, "loss": 0.0887, "loss_nan_ranks": 0, "loss_rank_avg": 0.027473434805870056, "step": 8895, "valid_targets_mean": 2491.1, "valid_targets_min": 619 }, { "epoch": 4.906284454244763, "grad_norm": 0.5041741579658275, "learning_rate": 9.950838645200209e-06, "loss": 0.0989, "loss_nan_ranks": 0, "loss_rank_avg": 0.03366616368293762, "step": 8900, "valid_targets_mean": 3964.8, "valid_targets_min": 3561 }, { "epoch": 4.909040793825799, "grad_norm": 0.42760575044277344, "learning_rate": 9.927079979955479e-06, "loss": 0.0803, "loss_nan_ranks": 0, "loss_rank_avg": 0.033416710793972015, "step": 8905, "valid_targets_mean": 2793.2, "valid_targets_min": 809 }, { "epoch": 4.911797133406836, "grad_norm": 0.44800758349656516, "learning_rate": 9.903340345403947e-06, "loss": 0.0696, "loss_nan_ranks": 0, "loss_rank_avg": 0.043616458773612976, "step": 8910, "valid_targets_mean": 3057.9, "valid_targets_min": 868 }, { "epoch": 4.914553472987873, "grad_norm": 0.48587160128324836, "learning_rate": 9.87961978639673e-06, "loss": 0.0855, "loss_nan_ranks": 0, "loss_rank_avg": 0.07806199789047241, "step": 8915, "valid_targets_mean": 2935.0, "valid_targets_min": 1414 }, { "epoch": 4.9173098125689085, "grad_norm": 0.4025640631766033, "learning_rate": 9.855918347748905e-06, "loss": 0.0937, "loss_nan_ranks": 0, "loss_rank_avg": 0.03206022083759308, "step": 8920, "valid_targets_mean": 3051.6, "valid_targets_min": 1103 }, { "epoch": 4.9200661521499445, "grad_norm": 0.3812081183089747, "learning_rate": 9.832236074239415e-06, "loss": 0.0629, "loss_nan_ranks": 0, "loss_rank_avg": 0.02963365614414215, "step": 8925, "valid_targets_mean": 2638.6, "valid_targets_min": 680 }, { "epoch": 4.922822491730981, "grad_norm": 0.4479737534920497, "learning_rate": 9.80857301061102e-06, "loss": 0.0835, "loss_nan_ranks": 0, "loss_rank_avg": 0.037431083619594574, "step": 8930, "valid_targets_mean": 2300.4, "valid_targets_min": 667 }, { "epoch": 4.925578831312018, "grad_norm": 0.38209225268612085, "learning_rate": 9.784929201570166e-06, "loss": 0.0738, "loss_nan_ranks": 0, "loss_rank_avg": 0.035658933222293854, "step": 8935, "valid_targets_mean": 4678.8, "valid_targets_min": 3793 }, { "epoch": 4.928335170893054, "grad_norm": 0.3672354844118744, "learning_rate": 9.761304691786921e-06, "loss": 0.0638, "loss_nan_ranks": 0, "loss_rank_avg": 0.032537903636693954, "step": 8940, "valid_targets_mean": 3685.1, "valid_targets_min": 1236 }, { "epoch": 4.93109151047409, "grad_norm": 0.3826400199931243, "learning_rate": 9.737699525894902e-06, "loss": 0.0864, "loss_nan_ranks": 0, "loss_rank_avg": 0.03741665184497833, "step": 8945, "valid_targets_mean": 4091.2, "valid_targets_min": 3314 }, { "epoch": 4.933847850055127, "grad_norm": 0.5039158253741157, "learning_rate": 9.714113748491167e-06, "loss": 0.0726, "loss_nan_ranks": 0, "loss_rank_avg": 0.043564386665821075, "step": 8950, "valid_targets_mean": 1614.5, "valid_targets_min": 676 }, { "epoch": 4.936604189636164, "grad_norm": 0.43430392808886786, "learning_rate": 9.69054740413616e-06, "loss": 0.1004, "loss_nan_ranks": 0, "loss_rank_avg": 0.038885489106178284, "step": 8955, "valid_targets_mean": 2698.2, "valid_targets_min": 561 }, { "epoch": 4.9393605292172, "grad_norm": 0.2680007947563871, "learning_rate": 9.667000537353593e-06, "loss": 0.0885, "loss_nan_ranks": 0, "loss_rank_avg": 0.018218006938695908, "step": 8960, "valid_targets_mean": 3602.9, "valid_targets_min": 924 }, { "epoch": 4.9421168687982355, "grad_norm": 0.5870808982739218, "learning_rate": 9.643473192630391e-06, "loss": 0.0927, "loss_nan_ranks": 0, "loss_rank_avg": 0.08240225911140442, "step": 8965, "valid_targets_mean": 3488.1, "valid_targets_min": 3039 }, { "epoch": 4.944873208379272, "grad_norm": 0.38547362459663964, "learning_rate": 9.61996541441659e-06, "loss": 0.073, "loss_nan_ranks": 0, "loss_rank_avg": 0.03705599159002304, "step": 8970, "valid_targets_mean": 3788.9, "valid_targets_min": 2613 }, { "epoch": 4.947629547960309, "grad_norm": 0.7033422942005519, "learning_rate": 9.596477247125253e-06, "loss": 0.0813, "loss_nan_ranks": 0, "loss_rank_avg": 0.039514631032943726, "step": 8975, "valid_targets_mean": 865.4, "valid_targets_min": 690 }, { "epoch": 4.950385887541345, "grad_norm": 0.3954259885324664, "learning_rate": 9.57300873513242e-06, "loss": 0.0754, "loss_nan_ranks": 0, "loss_rank_avg": 0.04018941521644592, "step": 8980, "valid_targets_mean": 3928.9, "valid_targets_min": 3584 }, { "epoch": 4.953142227122381, "grad_norm": 0.8703492264058255, "learning_rate": 9.549559922776968e-06, "loss": 0.1043, "loss_nan_ranks": 0, "loss_rank_avg": 0.05118796229362488, "step": 8985, "valid_targets_mean": 1228.5, "valid_targets_min": 540 }, { "epoch": 4.955898566703418, "grad_norm": 0.4786715853883184, "learning_rate": 9.52613085436056e-06, "loss": 0.1078, "loss_nan_ranks": 0, "loss_rank_avg": 0.05500349402427673, "step": 8990, "valid_targets_mean": 2029.6, "valid_targets_min": 500 }, { "epoch": 4.958654906284455, "grad_norm": 0.5075106015141674, "learning_rate": 9.502721574147567e-06, "loss": 0.0813, "loss_nan_ranks": 0, "loss_rank_avg": 0.051122747361660004, "step": 8995, "valid_targets_mean": 2198.2, "valid_targets_min": 622 }, { "epoch": 4.961411245865491, "grad_norm": 0.4365217322291381, "learning_rate": 9.479332126364966e-06, "loss": 0.0781, "loss_nan_ranks": 0, "loss_rank_avg": 0.03304377198219299, "step": 9000, "valid_targets_mean": 3576.6, "valid_targets_min": 2812 }, { "epoch": 4.964167585446527, "grad_norm": 0.44010757624753133, "learning_rate": 9.455962555202267e-06, "loss": 0.0779, "loss_nan_ranks": 0, "loss_rank_avg": 0.04642971605062485, "step": 9005, "valid_targets_mean": 3560.0, "valid_targets_min": 2977 }, { "epoch": 4.966923925027563, "grad_norm": 0.3862791064514472, "learning_rate": 9.432612904811429e-06, "loss": 0.0721, "loss_nan_ranks": 0, "loss_rank_avg": 0.034055061638355255, "step": 9010, "valid_targets_mean": 2623.5, "valid_targets_min": 852 }, { "epoch": 4.9696802646086, "grad_norm": 0.9355868049379382, "learning_rate": 9.409283219306773e-06, "loss": 0.079, "loss_nan_ranks": 0, "loss_rank_avg": 0.05062797665596008, "step": 9015, "valid_targets_mean": 830.8, "valid_targets_min": 603 }, { "epoch": 4.972436604189636, "grad_norm": 0.42962937439990273, "learning_rate": 9.385973542764895e-06, "loss": 0.0799, "loss_nan_ranks": 0, "loss_rank_avg": 0.029777351766824722, "step": 9020, "valid_targets_mean": 2720.6, "valid_targets_min": 747 }, { "epoch": 4.975192943770672, "grad_norm": 0.5868434020241226, "learning_rate": 9.362683919224606e-06, "loss": 0.0724, "loss_nan_ranks": 0, "loss_rank_avg": 0.04924938827753067, "step": 9025, "valid_targets_mean": 2839.5, "valid_targets_min": 859 }, { "epoch": 4.977949283351709, "grad_norm": 0.4735690680547003, "learning_rate": 9.339414392686816e-06, "loss": 0.0727, "loss_nan_ranks": 0, "loss_rank_avg": 0.045615263283252716, "step": 9030, "valid_targets_mean": 3792.5, "valid_targets_min": 2890 }, { "epoch": 4.980705622932746, "grad_norm": 0.3582261774967449, "learning_rate": 9.316165007114469e-06, "loss": 0.0814, "loss_nan_ranks": 0, "loss_rank_avg": 0.029542695730924606, "step": 9035, "valid_targets_mean": 3551.2, "valid_targets_min": 482 }, { "epoch": 4.983461962513782, "grad_norm": 0.29452108831665696, "learning_rate": 9.29293580643245e-06, "loss": 0.0687, "loss_nan_ranks": 0, "loss_rank_avg": 0.033004581928253174, "step": 9040, "valid_targets_mean": 4891.9, "valid_targets_min": 2535 }, { "epoch": 4.986218302094818, "grad_norm": 0.3414991674533301, "learning_rate": 9.269726834527524e-06, "loss": 0.0744, "loss_nan_ranks": 0, "loss_rank_avg": 0.038802631199359894, "step": 9045, "valid_targets_mean": 4404.5, "valid_targets_min": 3353 }, { "epoch": 4.9889746416758545, "grad_norm": 0.4529317978189164, "learning_rate": 9.246538135248227e-06, "loss": 0.0757, "loss_nan_ranks": 0, "loss_rank_avg": 0.04952320456504822, "step": 9050, "valid_targets_mean": 2717.0, "valid_targets_min": 867 }, { "epoch": 4.991730981256891, "grad_norm": 0.3720625013259873, "learning_rate": 9.223369752404794e-06, "loss": 0.1613, "loss_nan_ranks": 0, "loss_rank_avg": 0.03378450125455856, "step": 9055, "valid_targets_mean": 2442.9, "valid_targets_min": 1009 }, { "epoch": 4.994487320837927, "grad_norm": 0.37346489607655126, "learning_rate": 9.200221729769084e-06, "loss": 0.0737, "loss_nan_ranks": 0, "loss_rank_avg": 0.05096830427646637, "step": 9060, "valid_targets_mean": 2349.2, "valid_targets_min": 1144 }, { "epoch": 4.997243660418963, "grad_norm": 0.36429975358000666, "learning_rate": 9.17709411107448e-06, "loss": 0.0748, "loss_nan_ranks": 0, "loss_rank_avg": 0.028960363939404488, "step": 9065, "valid_targets_mean": 3562.4, "valid_targets_min": 2942 }, { "epoch": 5.0, "grad_norm": 0.4288389641789344, "learning_rate": 9.153986940015817e-06, "loss": 0.1056, "loss_nan_ranks": 0, "loss_rank_avg": 0.045981429517269135, "step": 9070, "valid_targets_mean": 4458.2, "valid_targets_min": 1268 }, { "epoch": 5.002756339581037, "grad_norm": 0.7108610295102074, "learning_rate": 9.130900260249315e-06, "loss": 0.1904, "loss_nan_ranks": 0, "loss_rank_avg": 0.09192080795764923, "step": 9075, "valid_targets_mean": 7359.2, "valid_targets_min": 5595 }, { "epoch": 5.005512679162073, "grad_norm": 0.6800903281655885, "learning_rate": 9.10783411539246e-06, "loss": 0.1821, "loss_nan_ranks": 0, "loss_rank_avg": 0.04845072329044342, "step": 9080, "valid_targets_mean": 1287.1, "valid_targets_min": 420 }, { "epoch": 5.00826901874311, "grad_norm": 0.39839657435756076, "learning_rate": 9.084788549023951e-06, "loss": 0.1731, "loss_nan_ranks": 0, "loss_rank_avg": 0.09145841747522354, "step": 9085, "valid_targets_mean": 8512.8, "valid_targets_min": 6729 }, { "epoch": 5.0110253583241455, "grad_norm": 0.38079009893041005, "learning_rate": 9.061763604683603e-06, "loss": 0.1695, "loss_nan_ranks": 0, "loss_rank_avg": 0.0795409083366394, "step": 9090, "valid_targets_mean": 7552.0, "valid_targets_min": 6145 }, { "epoch": 5.013781697905182, "grad_norm": 0.3816383138378206, "learning_rate": 9.03875932587227e-06, "loss": 0.1709, "loss_nan_ranks": 0, "loss_rank_avg": 0.07757729291915894, "step": 9095, "valid_targets_mean": 7301.4, "valid_targets_min": 4807 }, { "epoch": 5.016538037486218, "grad_norm": 0.4087945504503888, "learning_rate": 9.015775756051774e-06, "loss": 0.179, "loss_nan_ranks": 0, "loss_rank_avg": 0.09269396960735321, "step": 9100, "valid_targets_mean": 6809.0, "valid_targets_min": 5015 }, { "epoch": 5.019294377067255, "grad_norm": 0.40336278542390835, "learning_rate": 8.992812938644798e-06, "loss": 0.1834, "loss_nan_ranks": 0, "loss_rank_avg": 0.09667226672172546, "step": 9105, "valid_targets_mean": 7217.0, "valid_targets_min": 5541 }, { "epoch": 5.022050716648291, "grad_norm": 0.38557748723107665, "learning_rate": 8.969870917034821e-06, "loss": 0.1685, "loss_nan_ranks": 0, "loss_rank_avg": 0.07625013589859009, "step": 9110, "valid_targets_mean": 6205.1, "valid_targets_min": 5580 }, { "epoch": 5.024807056229328, "grad_norm": 0.6482093056587003, "learning_rate": 8.946949734566037e-06, "loss": 0.1623, "loss_nan_ranks": 0, "loss_rank_avg": 0.023855891078710556, "step": 9115, "valid_targets_mean": 598.0, "valid_targets_min": 151 }, { "epoch": 5.027563395810364, "grad_norm": 0.4089926558113124, "learning_rate": 8.92404943454326e-06, "loss": 0.1576, "loss_nan_ranks": 0, "loss_rank_avg": 0.08300809562206268, "step": 9120, "valid_targets_mean": 7270.8, "valid_targets_min": 6125 }, { "epoch": 5.030319735391401, "grad_norm": 0.3898842727747409, "learning_rate": 8.901170060231873e-06, "loss": 0.1713, "loss_nan_ranks": 0, "loss_rank_avg": 0.0806395560503006, "step": 9125, "valid_targets_mean": 6108.9, "valid_targets_min": 4623 }, { "epoch": 5.033076074972437, "grad_norm": 0.5328988216578553, "learning_rate": 8.878311654857697e-06, "loss": 0.1636, "loss_nan_ranks": 0, "loss_rank_avg": 0.08502927422523499, "step": 9130, "valid_targets_mean": 6571.6, "valid_targets_min": 4850 }, { "epoch": 5.035832414553473, "grad_norm": 0.3660454871366222, "learning_rate": 8.855474261606948e-06, "loss": 0.1651, "loss_nan_ranks": 0, "loss_rank_avg": 0.08359389752149582, "step": 9135, "valid_targets_mean": 7984.4, "valid_targets_min": 6312 }, { "epoch": 5.038588754134509, "grad_norm": 0.36740599002385466, "learning_rate": 8.832657923626149e-06, "loss": 0.1572, "loss_nan_ranks": 0, "loss_rank_avg": 0.07316365838050842, "step": 9140, "valid_targets_mean": 6273.1, "valid_targets_min": 4590 }, { "epoch": 5.041345093715546, "grad_norm": 0.38694395334437204, "learning_rate": 8.809862684022032e-06, "loss": 0.165, "loss_nan_ranks": 0, "loss_rank_avg": 0.08720166981220245, "step": 9145, "valid_targets_mean": 7860.2, "valid_targets_min": 5453 }, { "epoch": 5.044101433296582, "grad_norm": 0.5908487085576165, "learning_rate": 8.787088585861481e-06, "loss": 0.1662, "loss_nan_ranks": 0, "loss_rank_avg": 0.07537272572517395, "step": 9150, "valid_targets_mean": 6988.6, "valid_targets_min": 4928 }, { "epoch": 5.046857772877619, "grad_norm": 0.4272815200028016, "learning_rate": 8.764335672171428e-06, "loss": 0.1623, "loss_nan_ranks": 0, "loss_rank_avg": 0.07856979966163635, "step": 9155, "valid_targets_mean": 6495.6, "valid_targets_min": 5367 }, { "epoch": 5.049614112458655, "grad_norm": 0.4501888973106521, "learning_rate": 8.74160398593878e-06, "loss": 0.1668, "loss_nan_ranks": 0, "loss_rank_avg": 0.07981684058904648, "step": 9160, "valid_targets_mean": 4968.1, "valid_targets_min": 615 }, { "epoch": 5.052370452039692, "grad_norm": 0.44328536175864364, "learning_rate": 8.718893570110343e-06, "loss": 0.1808, "loss_nan_ranks": 0, "loss_rank_avg": 0.09095379710197449, "step": 9165, "valid_targets_mean": 7189.9, "valid_targets_min": 5732 }, { "epoch": 5.055126791620728, "grad_norm": 0.3905429473057596, "learning_rate": 8.696204467592749e-06, "loss": 0.1464, "loss_nan_ranks": 0, "loss_rank_avg": 0.08392584323883057, "step": 9170, "valid_targets_mean": 7969.4, "valid_targets_min": 5870 }, { "epoch": 5.0578831312017645, "grad_norm": 0.38302151508030696, "learning_rate": 8.673536721252342e-06, "loss": 0.1561, "loss_nan_ranks": 0, "loss_rank_avg": 0.06684687733650208, "step": 9175, "valid_targets_mean": 7348.0, "valid_targets_min": 4983 }, { "epoch": 5.0606394707828, "grad_norm": 0.38779057753443685, "learning_rate": 8.65089037391513e-06, "loss": 0.1616, "loss_nan_ranks": 0, "loss_rank_avg": 0.06842659413814545, "step": 9180, "valid_targets_mean": 6763.5, "valid_targets_min": 5251 }, { "epoch": 5.063395810363837, "grad_norm": 0.41333376271706357, "learning_rate": 8.62826546836669e-06, "loss": 0.1684, "loss_nan_ranks": 0, "loss_rank_avg": 0.0930933952331543, "step": 9185, "valid_targets_mean": 6626.4, "valid_targets_min": 4332 }, { "epoch": 5.066152149944873, "grad_norm": 0.3886932728506136, "learning_rate": 8.605662047352088e-06, "loss": 0.1659, "loss_nan_ranks": 0, "loss_rank_avg": 0.07610159367322922, "step": 9190, "valid_targets_mean": 7151.6, "valid_targets_min": 4434 }, { "epoch": 5.06890848952591, "grad_norm": 0.4171411443250867, "learning_rate": 8.583080153575797e-06, "loss": 0.1647, "loss_nan_ranks": 0, "loss_rank_avg": 0.0977592021226883, "step": 9195, "valid_targets_mean": 7592.0, "valid_targets_min": 5705 }, { "epoch": 5.071664829106946, "grad_norm": 0.3584798907538157, "learning_rate": 8.560519829701627e-06, "loss": 0.1454, "loss_nan_ranks": 0, "loss_rank_avg": 0.06810429692268372, "step": 9200, "valid_targets_mean": 8727.9, "valid_targets_min": 5721 }, { "epoch": 5.074421168687983, "grad_norm": 0.40452827839823596, "learning_rate": 8.537981118352627e-06, "loss": 0.1479, "loss_nan_ranks": 0, "loss_rank_avg": 0.07612192630767822, "step": 9205, "valid_targets_mean": 6314.9, "valid_targets_min": 4517 }, { "epoch": 5.077177508269019, "grad_norm": 0.3776122930927026, "learning_rate": 8.515464062111017e-06, "loss": 0.1405, "loss_nan_ranks": 0, "loss_rank_avg": 0.080564945936203, "step": 9210, "valid_targets_mean": 7161.6, "valid_targets_min": 4531 }, { "epoch": 5.0799338478500555, "grad_norm": 0.6994957190318662, "learning_rate": 8.492968703518099e-06, "loss": 0.1663, "loss_nan_ranks": 0, "loss_rank_avg": 0.05203543230891228, "step": 9215, "valid_targets_mean": 1098.8, "valid_targets_min": 160 }, { "epoch": 5.0826901874310915, "grad_norm": 0.4040731968164092, "learning_rate": 8.470495085074201e-06, "loss": 0.1517, "loss_nan_ranks": 0, "loss_rank_avg": 0.07460442185401917, "step": 9220, "valid_targets_mean": 6988.4, "valid_targets_min": 5392 }, { "epoch": 5.085446527012128, "grad_norm": 0.41382516668338837, "learning_rate": 8.448043249238557e-06, "loss": 0.1709, "loss_nan_ranks": 0, "loss_rank_avg": 0.08761563897132874, "step": 9225, "valid_targets_mean": 7712.9, "valid_targets_min": 5297 }, { "epoch": 5.088202866593164, "grad_norm": 0.42555636579039535, "learning_rate": 8.425613238429256e-06, "loss": 0.1755, "loss_nan_ranks": 0, "loss_rank_avg": 0.08295845985412598, "step": 9230, "valid_targets_mean": 6396.9, "valid_targets_min": 5536 }, { "epoch": 5.090959206174201, "grad_norm": 0.4418650460150576, "learning_rate": 8.403205095023148e-06, "loss": 0.1697, "loss_nan_ranks": 0, "loss_rank_avg": 0.08417355269193649, "step": 9235, "valid_targets_mean": 6143.8, "valid_targets_min": 3434 }, { "epoch": 5.093715545755237, "grad_norm": 0.3884973059909086, "learning_rate": 8.380818861355775e-06, "loss": 0.1666, "loss_nan_ranks": 0, "loss_rank_avg": 0.08613456040620804, "step": 9240, "valid_targets_mean": 7182.1, "valid_targets_min": 5349 }, { "epoch": 5.096471885336274, "grad_norm": 0.3943007084765131, "learning_rate": 8.358454579721283e-06, "loss": 0.1695, "loss_nan_ranks": 0, "loss_rank_avg": 0.08749531209468842, "step": 9245, "valid_targets_mean": 7570.5, "valid_targets_min": 5209 }, { "epoch": 5.09922822491731, "grad_norm": 0.38798616341222064, "learning_rate": 8.33611229237234e-06, "loss": 0.1646, "loss_nan_ranks": 0, "loss_rank_avg": 0.08912448585033417, "step": 9250, "valid_targets_mean": 7069.0, "valid_targets_min": 5581 }, { "epoch": 5.101984564498347, "grad_norm": 0.4174151109506085, "learning_rate": 8.313792041520066e-06, "loss": 0.1691, "loss_nan_ranks": 0, "loss_rank_avg": 0.0892706960439682, "step": 9255, "valid_targets_mean": 6925.6, "valid_targets_min": 5504 }, { "epoch": 5.1047409040793825, "grad_norm": 0.7453459094397573, "learning_rate": 8.29149386933394e-06, "loss": 0.1689, "loss_nan_ranks": 0, "loss_rank_avg": 0.08622249960899353, "step": 9260, "valid_targets_mean": 6716.9, "valid_targets_min": 5332 }, { "epoch": 5.107497243660419, "grad_norm": 0.4286754556105685, "learning_rate": 8.269217817941747e-06, "loss": 0.1701, "loss_nan_ranks": 0, "loss_rank_avg": 0.08078384399414062, "step": 9265, "valid_targets_mean": 6241.8, "valid_targets_min": 5406 }, { "epoch": 5.110253583241455, "grad_norm": 0.3862064752740063, "learning_rate": 8.246963929429454e-06, "loss": 0.1651, "loss_nan_ranks": 0, "loss_rank_avg": 0.07794445753097534, "step": 9270, "valid_targets_mean": 6387.8, "valid_targets_min": 4847 }, { "epoch": 5.113009922822492, "grad_norm": 0.4122538105778726, "learning_rate": 8.224732245841176e-06, "loss": 0.1628, "loss_nan_ranks": 0, "loss_rank_avg": 0.07740286737680435, "step": 9275, "valid_targets_mean": 6457.6, "valid_targets_min": 4288 }, { "epoch": 5.115766262403528, "grad_norm": 0.44197828422984053, "learning_rate": 8.202522809179065e-06, "loss": 0.1362, "loss_nan_ranks": 0, "loss_rank_avg": 0.09640341997146606, "step": 9280, "valid_targets_mean": 6793.1, "valid_targets_min": 5173 }, { "epoch": 5.118522601984565, "grad_norm": 0.41714712204677284, "learning_rate": 8.180335661403242e-06, "loss": 0.1647, "loss_nan_ranks": 0, "loss_rank_avg": 0.07658015936613083, "step": 9285, "valid_targets_mean": 6697.4, "valid_targets_min": 5168 }, { "epoch": 5.121278941565601, "grad_norm": 0.4266115203199952, "learning_rate": 8.158170844431725e-06, "loss": 0.1618, "loss_nan_ranks": 0, "loss_rank_avg": 0.07894925773143768, "step": 9290, "valid_targets_mean": 6062.0, "valid_targets_min": 5270 }, { "epoch": 5.124035281146638, "grad_norm": 0.4180433545571716, "learning_rate": 8.136028400140337e-06, "loss": 0.1661, "loss_nan_ranks": 0, "loss_rank_avg": 0.08554425835609436, "step": 9295, "valid_targets_mean": 7110.1, "valid_targets_min": 5253 }, { "epoch": 5.126791620727674, "grad_norm": 0.39154267366495543, "learning_rate": 8.113908370362633e-06, "loss": 0.1598, "loss_nan_ranks": 0, "loss_rank_avg": 0.07759808003902435, "step": 9300, "valid_targets_mean": 7395.9, "valid_targets_min": 5248 }, { "epoch": 5.12954796030871, "grad_norm": 0.413899895124058, "learning_rate": 8.091810796889825e-06, "loss": 0.1667, "loss_nan_ranks": 0, "loss_rank_avg": 0.10593347251415253, "step": 9305, "valid_targets_mean": 7033.5, "valid_targets_min": 5354 }, { "epoch": 5.132304299889746, "grad_norm": 0.41492354674338777, "learning_rate": 8.069735721470685e-06, "loss": 0.1668, "loss_nan_ranks": 0, "loss_rank_avg": 0.08595170080661774, "step": 9310, "valid_targets_mean": 6798.8, "valid_targets_min": 4532 }, { "epoch": 5.135060639470783, "grad_norm": 0.5602906608455438, "learning_rate": 8.047683185811501e-06, "loss": 0.1432, "loss_nan_ranks": 0, "loss_rank_avg": 0.038363490253686905, "step": 9315, "valid_targets_mean": 2045.0, "valid_targets_min": 164 }, { "epoch": 5.137816979051819, "grad_norm": 0.39459285071178246, "learning_rate": 8.025653231575963e-06, "loss": 0.1484, "loss_nan_ranks": 0, "loss_rank_avg": 0.07769788801670074, "step": 9320, "valid_targets_mean": 6723.1, "valid_targets_min": 5164 }, { "epoch": 5.140573318632856, "grad_norm": 0.44154007805832657, "learning_rate": 8.003645900385097e-06, "loss": 0.1616, "loss_nan_ranks": 0, "loss_rank_avg": 0.08141817152500153, "step": 9325, "valid_targets_mean": 5954.1, "valid_targets_min": 4996 }, { "epoch": 5.143329658213892, "grad_norm": 0.44465937188830107, "learning_rate": 7.981661233817196e-06, "loss": 0.1678, "loss_nan_ranks": 0, "loss_rank_avg": 0.0769452452659607, "step": 9330, "valid_targets_mean": 5932.0, "valid_targets_min": 5205 }, { "epoch": 5.146085997794929, "grad_norm": 0.4218214969036919, "learning_rate": 7.959699273407722e-06, "loss": 0.1625, "loss_nan_ranks": 0, "loss_rank_avg": 0.08574438095092773, "step": 9335, "valid_targets_mean": 6288.4, "valid_targets_min": 5380 }, { "epoch": 5.148842337375965, "grad_norm": 0.37233550971818064, "learning_rate": 7.937760060649247e-06, "loss": 0.1536, "loss_nan_ranks": 0, "loss_rank_avg": 0.06653133034706116, "step": 9340, "valid_targets_mean": 7095.9, "valid_targets_min": 5048 }, { "epoch": 5.1515986769570015, "grad_norm": 0.4261771690223918, "learning_rate": 7.915843636991362e-06, "loss": 0.1631, "loss_nan_ranks": 0, "loss_rank_avg": 0.08012393116950989, "step": 9345, "valid_targets_mean": 6093.5, "valid_targets_min": 4489 }, { "epoch": 5.154355016538037, "grad_norm": 0.8762306508636589, "learning_rate": 7.893950043840605e-06, "loss": 0.1616, "loss_nan_ranks": 0, "loss_rank_avg": 0.09650160372257233, "step": 9350, "valid_targets_mean": 1879.2, "valid_targets_min": 1107 }, { "epoch": 5.157111356119074, "grad_norm": 0.7516697803432345, "learning_rate": 7.87207932256038e-06, "loss": 0.1548, "loss_nan_ranks": 0, "loss_rank_avg": 0.07895572483539581, "step": 9355, "valid_targets_mean": 1493.0, "valid_targets_min": 892 }, { "epoch": 5.15986769570011, "grad_norm": 0.7459830423161832, "learning_rate": 7.85023151447087e-06, "loss": 0.1413, "loss_nan_ranks": 0, "loss_rank_avg": 0.05052900314331055, "step": 9360, "valid_targets_mean": 1350.0, "valid_targets_min": 908 }, { "epoch": 5.162624035281147, "grad_norm": 0.7386761374042871, "learning_rate": 7.82840666084899e-06, "loss": 0.1386, "loss_nan_ranks": 0, "loss_rank_avg": 0.056627340614795685, "step": 9365, "valid_targets_mean": 1319.6, "valid_targets_min": 678 }, { "epoch": 5.165380374862183, "grad_norm": 0.7784935524292635, "learning_rate": 7.806604802928272e-06, "loss": 0.1396, "loss_nan_ranks": 0, "loss_rank_avg": 0.07376453280448914, "step": 9370, "valid_targets_mean": 1923.8, "valid_targets_min": 875 }, { "epoch": 5.16813671444322, "grad_norm": 0.8116615968609623, "learning_rate": 7.7848259818988e-06, "loss": 0.1352, "loss_nan_ranks": 0, "loss_rank_avg": 0.05947571247816086, "step": 9375, "valid_targets_mean": 1288.6, "valid_targets_min": 731 }, { "epoch": 5.170893054024256, "grad_norm": 0.7701545672527379, "learning_rate": 7.76307023890714e-06, "loss": 0.1431, "loss_nan_ranks": 0, "loss_rank_avg": 0.0570276714861393, "step": 9380, "valid_targets_mean": 1464.1, "valid_targets_min": 652 }, { "epoch": 5.1736493936052925, "grad_norm": 1.0057029157052861, "learning_rate": 7.741337615056259e-06, "loss": 0.1231, "loss_nan_ranks": 0, "loss_rank_avg": 0.07136718928813934, "step": 9385, "valid_targets_mean": 1542.4, "valid_targets_min": 736 }, { "epoch": 5.1764057331863285, "grad_norm": 0.7654085837095604, "learning_rate": 7.71962815140544e-06, "loss": 0.1426, "loss_nan_ranks": 0, "loss_rank_avg": 0.059405989944934845, "step": 9390, "valid_targets_mean": 1312.0, "valid_targets_min": 758 }, { "epoch": 5.179162072767365, "grad_norm": 1.2129658992530392, "learning_rate": 7.697941888970213e-06, "loss": 0.1313, "loss_nan_ranks": 0, "loss_rank_avg": 0.051202528178691864, "step": 9395, "valid_targets_mean": 1246.1, "valid_targets_min": 752 }, { "epoch": 5.181918412348401, "grad_norm": 0.8107538781216953, "learning_rate": 7.67627886872227e-06, "loss": 0.1335, "loss_nan_ranks": 0, "loss_rank_avg": 0.08009755611419678, "step": 9400, "valid_targets_mean": 1828.1, "valid_targets_min": 926 }, { "epoch": 5.184674751929438, "grad_norm": 0.8323719738383074, "learning_rate": 7.654639131589394e-06, "loss": 0.1339, "loss_nan_ranks": 0, "loss_rank_avg": 0.06427835673093796, "step": 9405, "valid_targets_mean": 1334.8, "valid_targets_min": 676 }, { "epoch": 5.187431091510474, "grad_norm": 0.8020217076424375, "learning_rate": 7.633022718455387e-06, "loss": 0.1309, "loss_nan_ranks": 0, "loss_rank_avg": 0.0632963627576828, "step": 9410, "valid_targets_mean": 1240.0, "valid_targets_min": 769 }, { "epoch": 5.190187431091511, "grad_norm": 0.7027545721946764, "learning_rate": 7.611429670159976e-06, "loss": 0.1184, "loss_nan_ranks": 0, "loss_rank_avg": 0.05917418748140335, "step": 9415, "valid_targets_mean": 1725.1, "valid_targets_min": 982 }, { "epoch": 5.192943770672547, "grad_norm": 0.7556228917966986, "learning_rate": 7.589860027498746e-06, "loss": 0.1246, "loss_nan_ranks": 0, "loss_rank_avg": 0.0576883964240551, "step": 9420, "valid_targets_mean": 1385.1, "valid_targets_min": 1099 }, { "epoch": 5.195700110253584, "grad_norm": 0.9015548303436165, "learning_rate": 7.568313831223062e-06, "loss": 0.1281, "loss_nan_ranks": 0, "loss_rank_avg": 0.07024513930082321, "step": 9425, "valid_targets_mean": 1588.1, "valid_targets_min": 674 }, { "epoch": 5.1984564498346195, "grad_norm": 0.7731081588186494, "learning_rate": 7.546791122039994e-06, "loss": 0.1294, "loss_nan_ranks": 0, "loss_rank_avg": 0.07758387178182602, "step": 9430, "valid_targets_mean": 1918.5, "valid_targets_min": 973 }, { "epoch": 5.201212789415656, "grad_norm": 0.7939597665005103, "learning_rate": 7.525291940612236e-06, "loss": 0.1336, "loss_nan_ranks": 0, "loss_rank_avg": 0.07463960349559784, "step": 9435, "valid_targets_mean": 1943.9, "valid_targets_min": 865 }, { "epoch": 5.203969128996692, "grad_norm": 0.7579603716333017, "learning_rate": 7.503816327558036e-06, "loss": 0.1313, "loss_nan_ranks": 0, "loss_rank_avg": 0.05638907849788666, "step": 9440, "valid_targets_mean": 1323.0, "valid_targets_min": 1018 }, { "epoch": 5.206725468577729, "grad_norm": 0.7454528270386546, "learning_rate": 7.482364323451106e-06, "loss": 0.1321, "loss_nan_ranks": 0, "loss_rank_avg": 0.06451649963855743, "step": 9445, "valid_targets_mean": 1712.6, "valid_targets_min": 708 }, { "epoch": 5.209481808158765, "grad_norm": 0.8114324171467913, "learning_rate": 7.46093596882056e-06, "loss": 0.1296, "loss_nan_ranks": 0, "loss_rank_avg": 0.052536312490701675, "step": 9450, "valid_targets_mean": 1137.1, "valid_targets_min": 657 }, { "epoch": 5.212238147739802, "grad_norm": 0.7807211071121418, "learning_rate": 7.439531304150824e-06, "loss": 0.1312, "loss_nan_ranks": 0, "loss_rank_avg": 0.06048858165740967, "step": 9455, "valid_targets_mean": 1440.4, "valid_targets_min": 661 }, { "epoch": 5.214994487320838, "grad_norm": 0.7780596276167248, "learning_rate": 7.4181503698815845e-06, "loss": 0.1291, "loss_nan_ranks": 0, "loss_rank_avg": 0.046891503036022186, "step": 9460, "valid_targets_mean": 1238.1, "valid_targets_min": 858 }, { "epoch": 5.217750826901875, "grad_norm": 0.780452437750225, "learning_rate": 7.396793206407677e-06, "loss": 0.1168, "loss_nan_ranks": 0, "loss_rank_avg": 0.07133437693119049, "step": 9465, "valid_targets_mean": 1564.0, "valid_targets_min": 949 }, { "epoch": 5.220507166482911, "grad_norm": 0.940115909158042, "learning_rate": 7.375459854079034e-06, "loss": 0.1251, "loss_nan_ranks": 0, "loss_rank_avg": 0.06167183071374893, "step": 9470, "valid_targets_mean": 1533.5, "valid_targets_min": 684 }, { "epoch": 5.223263506063947, "grad_norm": 0.890439935052888, "learning_rate": 7.354150353200596e-06, "loss": 0.1273, "loss_nan_ranks": 0, "loss_rank_avg": 0.0776662528514862, "step": 9475, "valid_targets_mean": 1604.9, "valid_targets_min": 701 }, { "epoch": 5.226019845644983, "grad_norm": 0.8143154588586371, "learning_rate": 7.332864744032246e-06, "loss": 0.1234, "loss_nan_ranks": 0, "loss_rank_avg": 0.04480643570423126, "step": 9480, "valid_targets_mean": 1186.8, "valid_targets_min": 776 }, { "epoch": 5.22877618522602, "grad_norm": 0.7984432103518015, "learning_rate": 7.31160306678873e-06, "loss": 0.1357, "loss_nan_ranks": 0, "loss_rank_avg": 0.06651563197374344, "step": 9485, "valid_targets_mean": 1462.8, "valid_targets_min": 821 }, { "epoch": 5.231532524807056, "grad_norm": 0.7595087356398955, "learning_rate": 7.290365361639577e-06, "loss": 0.1234, "loss_nan_ranks": 0, "loss_rank_avg": 0.0564706064760685, "step": 9490, "valid_targets_mean": 1345.4, "valid_targets_min": 867 }, { "epoch": 5.234288864388093, "grad_norm": 0.8200277928085319, "learning_rate": 7.269151668709024e-06, "loss": 0.1286, "loss_nan_ranks": 0, "loss_rank_avg": 0.05494692921638489, "step": 9495, "valid_targets_mean": 1279.9, "valid_targets_min": 780 }, { "epoch": 5.237045203969129, "grad_norm": 0.7745075953674273, "learning_rate": 7.247962028075946e-06, "loss": 0.1246, "loss_nan_ranks": 0, "loss_rank_avg": 0.05468755215406418, "step": 9500, "valid_targets_mean": 1299.2, "valid_targets_min": 792 }, { "epoch": 5.239801543550166, "grad_norm": 0.7955489535911753, "learning_rate": 7.226796479773763e-06, "loss": 0.1292, "loss_nan_ranks": 0, "loss_rank_avg": 0.05063435435295105, "step": 9505, "valid_targets_mean": 1305.6, "valid_targets_min": 805 }, { "epoch": 5.242557883131202, "grad_norm": 0.756039530326261, "learning_rate": 7.205655063790408e-06, "loss": 0.1235, "loss_nan_ranks": 0, "loss_rank_avg": 0.05369751527905464, "step": 9510, "valid_targets_mean": 1392.9, "valid_targets_min": 802 }, { "epoch": 5.2453142227122385, "grad_norm": 0.7422065202095264, "learning_rate": 7.184537820068194e-06, "loss": 0.123, "loss_nan_ranks": 0, "loss_rank_avg": 0.046857476234436035, "step": 9515, "valid_targets_mean": 1183.9, "valid_targets_min": 658 }, { "epoch": 5.248070562293274, "grad_norm": 0.7616739942021659, "learning_rate": 7.1634447885037705e-06, "loss": 0.1131, "loss_nan_ranks": 0, "loss_rank_avg": 0.05396449193358421, "step": 9520, "valid_targets_mean": 1540.5, "valid_targets_min": 852 }, { "epoch": 5.250826901874311, "grad_norm": 0.9026895566744955, "learning_rate": 7.142376008948049e-06, "loss": 0.1262, "loss_nan_ranks": 0, "loss_rank_avg": 0.06392336636781693, "step": 9525, "valid_targets_mean": 1697.2, "valid_targets_min": 716 }, { "epoch": 5.253583241455347, "grad_norm": 0.7999564425735289, "learning_rate": 7.121331521206114e-06, "loss": 0.1239, "loss_nan_ranks": 0, "loss_rank_avg": 0.04812490940093994, "step": 9530, "valid_targets_mean": 1251.9, "valid_targets_min": 763 }, { "epoch": 5.256339581036384, "grad_norm": 0.8324407443149139, "learning_rate": 7.1003113650371645e-06, "loss": 0.1234, "loss_nan_ranks": 0, "loss_rank_avg": 0.0668843612074852, "step": 9535, "valid_targets_mean": 1545.5, "valid_targets_min": 874 }, { "epoch": 5.25909592061742, "grad_norm": 0.8111347799295774, "learning_rate": 7.079315580154425e-06, "loss": 0.1181, "loss_nan_ranks": 0, "loss_rank_avg": 0.060793712735176086, "step": 9540, "valid_targets_mean": 1356.6, "valid_targets_min": 736 }, { "epoch": 5.261852260198457, "grad_norm": 0.8432217446251274, "learning_rate": 7.058344206225074e-06, "loss": 0.1245, "loss_nan_ranks": 0, "loss_rank_avg": 0.0684332549571991, "step": 9545, "valid_targets_mean": 1661.6, "valid_targets_min": 759 }, { "epoch": 5.264608599779493, "grad_norm": 0.8053430421563212, "learning_rate": 7.037397282870171e-06, "loss": 0.1197, "loss_nan_ranks": 0, "loss_rank_avg": 0.051424670964479446, "step": 9550, "valid_targets_mean": 1315.0, "valid_targets_min": 1045 }, { "epoch": 5.2673649393605295, "grad_norm": 0.8600797447607577, "learning_rate": 7.016474849664592e-06, "loss": 0.1273, "loss_nan_ranks": 0, "loss_rank_avg": 0.07262850552797318, "step": 9555, "valid_targets_mean": 1722.8, "valid_targets_min": 847 }, { "epoch": 5.2701212789415655, "grad_norm": 0.821300899139451, "learning_rate": 6.995576946136928e-06, "loss": 0.1297, "loss_nan_ranks": 0, "loss_rank_avg": 0.06632635742425919, "step": 9560, "valid_targets_mean": 1637.4, "valid_targets_min": 906 }, { "epoch": 5.272877618522602, "grad_norm": 0.790885215928923, "learning_rate": 6.974703611769438e-06, "loss": 0.1306, "loss_nan_ranks": 0, "loss_rank_avg": 0.05546237528324127, "step": 9565, "valid_targets_mean": 1473.2, "valid_targets_min": 760 }, { "epoch": 5.275633958103638, "grad_norm": 0.7695719605512097, "learning_rate": 6.9538548859979574e-06, "loss": 0.1185, "loss_nan_ranks": 0, "loss_rank_avg": 0.055496394634246826, "step": 9570, "valid_targets_mean": 1519.1, "valid_targets_min": 821 }, { "epoch": 5.278390297684675, "grad_norm": 0.7541576043307808, "learning_rate": 6.933030808211825e-06, "loss": 0.1163, "loss_nan_ranks": 0, "loss_rank_avg": 0.05974021181464195, "step": 9575, "valid_targets_mean": 1582.4, "valid_targets_min": 982 }, { "epoch": 5.281146637265711, "grad_norm": 0.7796784670312236, "learning_rate": 6.912231417753818e-06, "loss": 0.127, "loss_nan_ranks": 0, "loss_rank_avg": 0.06075458228588104, "step": 9580, "valid_targets_mean": 1568.8, "valid_targets_min": 815 }, { "epoch": 5.283902976846748, "grad_norm": 0.8311063586723451, "learning_rate": 6.891456753920076e-06, "loss": 0.1181, "loss_nan_ranks": 0, "loss_rank_avg": 0.05546252429485321, "step": 9585, "valid_targets_mean": 1417.9, "valid_targets_min": 720 }, { "epoch": 5.286659316427784, "grad_norm": 0.7795992924015998, "learning_rate": 6.8707068559600095e-06, "loss": 0.1144, "loss_nan_ranks": 0, "loss_rank_avg": 0.04650666564702988, "step": 9590, "valid_targets_mean": 1146.1, "valid_targets_min": 740 }, { "epoch": 5.289415656008821, "grad_norm": 0.8224887822148372, "learning_rate": 6.849981763076255e-06, "loss": 0.1207, "loss_nan_ranks": 0, "loss_rank_avg": 0.06778716295957565, "step": 9595, "valid_targets_mean": 1676.6, "valid_targets_min": 733 }, { "epoch": 5.2921719955898565, "grad_norm": 0.8178545051145197, "learning_rate": 6.829281514424564e-06, "loss": 0.1222, "loss_nan_ranks": 0, "loss_rank_avg": 0.07455785572528839, "step": 9600, "valid_targets_mean": 1928.6, "valid_targets_min": 743 }, { "epoch": 5.294928335170893, "grad_norm": 0.7974385922397952, "learning_rate": 6.808606149113779e-06, "loss": 0.1216, "loss_nan_ranks": 0, "loss_rank_avg": 0.06749487668275833, "step": 9605, "valid_targets_mean": 1836.4, "valid_targets_min": 619 }, { "epoch": 5.297684674751929, "grad_norm": 0.7920503160679432, "learning_rate": 6.787955706205709e-06, "loss": 0.1157, "loss_nan_ranks": 0, "loss_rank_avg": 0.06736399233341217, "step": 9610, "valid_targets_mean": 1631.6, "valid_targets_min": 784 }, { "epoch": 5.300441014332966, "grad_norm": 0.8167480949110177, "learning_rate": 6.76733022471508e-06, "loss": 0.1239, "loss_nan_ranks": 0, "loss_rank_avg": 0.0665399357676506, "step": 9615, "valid_targets_mean": 1962.4, "valid_targets_min": 739 }, { "epoch": 5.303197353914002, "grad_norm": 0.7674639977981773, "learning_rate": 6.746729743609466e-06, "loss": 0.1163, "loss_nan_ranks": 0, "loss_rank_avg": 0.05641740933060646, "step": 9620, "valid_targets_mean": 1426.4, "valid_targets_min": 710 }, { "epoch": 5.305953693495039, "grad_norm": 0.7365556508755293, "learning_rate": 6.726154301809198e-06, "loss": 0.1239, "loss_nan_ranks": 0, "loss_rank_avg": 0.06366628408432007, "step": 9625, "valid_targets_mean": 1690.1, "valid_targets_min": 1121 }, { "epoch": 5.308710033076075, "grad_norm": 0.7828969252351737, "learning_rate": 6.705603938187308e-06, "loss": 0.1188, "loss_nan_ranks": 0, "loss_rank_avg": 0.06271663308143616, "step": 9630, "valid_targets_mean": 1519.1, "valid_targets_min": 721 }, { "epoch": 5.311466372657112, "grad_norm": 0.7732399388271711, "learning_rate": 6.685078691569446e-06, "loss": 0.1148, "loss_nan_ranks": 0, "loss_rank_avg": 0.0528080016374588, "step": 9635, "valid_targets_mean": 1284.8, "valid_targets_min": 660 }, { "epoch": 5.314222712238148, "grad_norm": 0.7877180731448664, "learning_rate": 6.664578600733811e-06, "loss": 0.115, "loss_nan_ranks": 0, "loss_rank_avg": 0.05886983126401901, "step": 9640, "valid_targets_mean": 1513.5, "valid_targets_min": 1009 }, { "epoch": 5.316979051819184, "grad_norm": 0.8230669234714441, "learning_rate": 6.64410370441106e-06, "loss": 0.1242, "loss_nan_ranks": 0, "loss_rank_avg": 0.06956428289413452, "step": 9645, "valid_targets_mean": 1724.6, "valid_targets_min": 1273 }, { "epoch": 5.31973539140022, "grad_norm": 0.7533257706127008, "learning_rate": 6.623654041284282e-06, "loss": 0.1189, "loss_nan_ranks": 0, "loss_rank_avg": 0.06243418902158737, "step": 9650, "valid_targets_mean": 1481.1, "valid_targets_min": 806 }, { "epoch": 5.322491730981257, "grad_norm": 0.8812686238100234, "learning_rate": 6.603229649988867e-06, "loss": 0.1189, "loss_nan_ranks": 0, "loss_rank_avg": 0.0618022084236145, "step": 9655, "valid_targets_mean": 1545.4, "valid_targets_min": 678 }, { "epoch": 5.325248070562293, "grad_norm": 0.8095718267903595, "learning_rate": 6.5828305691124615e-06, "loss": 0.1229, "loss_nan_ranks": 0, "loss_rank_avg": 0.06148924678564072, "step": 9660, "valid_targets_mean": 1649.8, "valid_targets_min": 1290 }, { "epoch": 5.32800441014333, "grad_norm": 0.7628463225848058, "learning_rate": 6.562456837194903e-06, "loss": 0.1204, "loss_nan_ranks": 0, "loss_rank_avg": 0.05521581694483757, "step": 9665, "valid_targets_mean": 1363.4, "valid_targets_min": 789 }, { "epoch": 5.330760749724366, "grad_norm": 0.7869410476499461, "learning_rate": 6.54210849272813e-06, "loss": 0.1198, "loss_nan_ranks": 0, "loss_rank_avg": 0.06755517423152924, "step": 9670, "valid_targets_mean": 1756.9, "valid_targets_min": 589 }, { "epoch": 5.333517089305403, "grad_norm": 0.9293470032793892, "learning_rate": 6.521785574156119e-06, "loss": 0.1217, "loss_nan_ranks": 0, "loss_rank_avg": 0.06974601745605469, "step": 9675, "valid_targets_mean": 1581.2, "valid_targets_min": 659 }, { "epoch": 5.336273428886439, "grad_norm": 0.8667099158879656, "learning_rate": 6.501488119874811e-06, "loss": 0.1183, "loss_nan_ranks": 0, "loss_rank_avg": 0.05387250334024429, "step": 9680, "valid_targets_mean": 1332.0, "valid_targets_min": 619 }, { "epoch": 5.3390297684674755, "grad_norm": 1.189920314605054, "learning_rate": 6.481216168232034e-06, "loss": 0.1159, "loss_nan_ranks": 0, "loss_rank_avg": 0.038235343992710114, "step": 9685, "valid_targets_mean": 1093.6, "valid_targets_min": 624 }, { "epoch": 5.341786108048511, "grad_norm": 0.8740127018416167, "learning_rate": 6.460969757527438e-06, "loss": 0.1275, "loss_nan_ranks": 0, "loss_rank_avg": 0.053202565759420395, "step": 9690, "valid_targets_mean": 1478.8, "valid_targets_min": 883 }, { "epoch": 5.344542447629548, "grad_norm": 0.7905895197463041, "learning_rate": 6.440748926012408e-06, "loss": 0.1256, "loss_nan_ranks": 0, "loss_rank_avg": 0.06415604054927826, "step": 9695, "valid_targets_mean": 1750.6, "valid_targets_min": 633 }, { "epoch": 5.347298787210584, "grad_norm": 0.8884450448177483, "learning_rate": 6.420553711890025e-06, "loss": 0.1207, "loss_nan_ranks": 0, "loss_rank_avg": 0.0660836324095726, "step": 9700, "valid_targets_mean": 1472.2, "valid_targets_min": 520 }, { "epoch": 5.350055126791621, "grad_norm": 0.7994303394989438, "learning_rate": 6.400384153314953e-06, "loss": 0.1208, "loss_nan_ranks": 0, "loss_rank_avg": 0.051337212324142456, "step": 9705, "valid_targets_mean": 1226.2, "valid_targets_min": 696 }, { "epoch": 5.352811466372657, "grad_norm": 0.8065860758040991, "learning_rate": 6.380240288393389e-06, "loss": 0.1146, "loss_nan_ranks": 0, "loss_rank_avg": 0.06518785655498505, "step": 9710, "valid_targets_mean": 1665.5, "valid_targets_min": 1008 }, { "epoch": 5.355567805953694, "grad_norm": 0.819252387484025, "learning_rate": 6.3601221551829865e-06, "loss": 0.1146, "loss_nan_ranks": 0, "loss_rank_avg": 0.05535300076007843, "step": 9715, "valid_targets_mean": 1405.9, "valid_targets_min": 768 }, { "epoch": 5.35832414553473, "grad_norm": 0.9937505933949584, "learning_rate": 6.340029791692788e-06, "loss": 0.1171, "loss_nan_ranks": 0, "loss_rank_avg": 0.04867292195558548, "step": 9720, "valid_targets_mean": 1294.5, "valid_targets_min": 744 }, { "epoch": 5.3610804851157665, "grad_norm": 0.8930599839421799, "learning_rate": 6.319963235883142e-06, "loss": 0.1146, "loss_nan_ranks": 0, "loss_rank_avg": 0.04545201361179352, "step": 9725, "valid_targets_mean": 1116.0, "valid_targets_min": 679 }, { "epoch": 5.3638368246968025, "grad_norm": 0.7827835241437873, "learning_rate": 6.299922525665649e-06, "loss": 0.1161, "loss_nan_ranks": 0, "loss_rank_avg": 0.07382596284151077, "step": 9730, "valid_targets_mean": 1898.9, "valid_targets_min": 1340 }, { "epoch": 5.366593164277839, "grad_norm": 0.8891964944489181, "learning_rate": 6.279907698903071e-06, "loss": 0.1251, "loss_nan_ranks": 0, "loss_rank_avg": 0.08447828888893127, "step": 9735, "valid_targets_mean": 1631.6, "valid_targets_min": 850 }, { "epoch": 5.369349503858875, "grad_norm": 0.7430853817963424, "learning_rate": 6.259918793409276e-06, "loss": 0.1162, "loss_nan_ranks": 0, "loss_rank_avg": 0.050583366304636, "step": 9740, "valid_targets_mean": 1451.9, "valid_targets_min": 902 }, { "epoch": 5.372105843439912, "grad_norm": 0.7779810544407563, "learning_rate": 6.239955846949144e-06, "loss": 0.1174, "loss_nan_ranks": 0, "loss_rank_avg": 0.06361684203147888, "step": 9745, "valid_targets_mean": 1667.8, "valid_targets_min": 1237 }, { "epoch": 5.374862183020948, "grad_norm": 0.6022705992954374, "learning_rate": 6.220018897238538e-06, "loss": 0.119, "loss_nan_ranks": 0, "loss_rank_avg": 0.0486748069524765, "step": 9750, "valid_targets_mean": 1690.6, "valid_targets_min": 916 }, { "epoch": 5.377618522601985, "grad_norm": 0.7299956327624164, "learning_rate": 6.200107981944181e-06, "loss": 0.1079, "loss_nan_ranks": 0, "loss_rank_avg": 0.05533374845981598, "step": 9755, "valid_targets_mean": 1573.8, "valid_targets_min": 925 }, { "epoch": 5.380374862183021, "grad_norm": 0.770828491642045, "learning_rate": 6.180223138683619e-06, "loss": 0.1186, "loss_nan_ranks": 0, "loss_rank_avg": 0.06148365139961243, "step": 9760, "valid_targets_mean": 1649.0, "valid_targets_min": 1220 }, { "epoch": 5.383131201764058, "grad_norm": 0.7857513506766097, "learning_rate": 6.160364405025141e-06, "loss": 0.1153, "loss_nan_ranks": 0, "loss_rank_avg": 0.05975348502397537, "step": 9765, "valid_targets_mean": 1560.5, "valid_targets_min": 869 }, { "epoch": 5.3858875413450935, "grad_norm": 0.7762902561045943, "learning_rate": 6.1405318184877e-06, "loss": 0.1186, "loss_nan_ranks": 0, "loss_rank_avg": 0.060023754835128784, "step": 9770, "valid_targets_mean": 1559.4, "valid_targets_min": 821 }, { "epoch": 5.38864388092613, "grad_norm": 0.8663436757012428, "learning_rate": 6.120725416540861e-06, "loss": 0.1225, "loss_nan_ranks": 0, "loss_rank_avg": 0.05719350278377533, "step": 9775, "valid_targets_mean": 1535.9, "valid_targets_min": 1211 }, { "epoch": 5.391400220507166, "grad_norm": 0.787849146130452, "learning_rate": 6.1009452366047075e-06, "loss": 0.115, "loss_nan_ranks": 0, "loss_rank_avg": 0.05250891298055649, "step": 9780, "valid_targets_mean": 1264.5, "valid_targets_min": 590 }, { "epoch": 5.394156560088203, "grad_norm": 0.8088060499873851, "learning_rate": 6.08119131604979e-06, "loss": 0.1186, "loss_nan_ranks": 0, "loss_rank_avg": 0.04883202165365219, "step": 9785, "valid_targets_mean": 1228.1, "valid_targets_min": 644 }, { "epoch": 5.396912899669239, "grad_norm": 1.1328905815584298, "learning_rate": 6.061463692197036e-06, "loss": 0.1847, "loss_nan_ranks": 0, "loss_rank_avg": 0.12135627120733261, "step": 9790, "valid_targets_mean": 5088.5, "valid_targets_min": 1966 }, { "epoch": 5.399669239250276, "grad_norm": 0.972275824481555, "learning_rate": 6.0417624023177145e-06, "loss": 0.2265, "loss_nan_ranks": 0, "loss_rank_avg": 0.11772017180919647, "step": 9795, "valid_targets_mean": 5210.0, "valid_targets_min": 1628 }, { "epoch": 5.402425578831312, "grad_norm": 0.691106002734909, "learning_rate": 6.022087483633319e-06, "loss": 0.2263, "loss_nan_ranks": 0, "loss_rank_avg": 0.14130942523479462, "step": 9800, "valid_targets_mean": 5955.5, "valid_targets_min": 3288 }, { "epoch": 5.405181918412349, "grad_norm": 0.5921400454029208, "learning_rate": 6.0024389733155275e-06, "loss": 0.2087, "loss_nan_ranks": 0, "loss_rank_avg": 0.08559156954288483, "step": 9805, "valid_targets_mean": 4237.4, "valid_targets_min": 2734 }, { "epoch": 5.407938257993385, "grad_norm": 0.5917058265959155, "learning_rate": 5.982816908486122e-06, "loss": 0.21, "loss_nan_ranks": 0, "loss_rank_avg": 0.08739405870437622, "step": 9810, "valid_targets_mean": 3888.1, "valid_targets_min": 1439 }, { "epoch": 5.410694597574421, "grad_norm": 0.5328192106495365, "learning_rate": 5.963221326216931e-06, "loss": 0.2205, "loss_nan_ranks": 0, "loss_rank_avg": 0.08616223931312561, "step": 9815, "valid_targets_mean": 4472.4, "valid_targets_min": 1512 }, { "epoch": 5.413450937155457, "grad_norm": 0.6389355701285906, "learning_rate": 5.9436522635297375e-06, "loss": 0.2034, "loss_nan_ranks": 0, "loss_rank_avg": 0.11099259555339813, "step": 9820, "valid_targets_mean": 5120.1, "valid_targets_min": 2394 }, { "epoch": 5.416207276736494, "grad_norm": 0.5504443594995156, "learning_rate": 5.924109757396228e-06, "loss": 0.2111, "loss_nan_ranks": 0, "loss_rank_avg": 0.08241067826747894, "step": 9825, "valid_targets_mean": 3248.4, "valid_targets_min": 1654 }, { "epoch": 5.41896361631753, "grad_norm": 0.48340859996590635, "learning_rate": 5.904593844737916e-06, "loss": 0.2071, "loss_nan_ranks": 0, "loss_rank_avg": 0.10209549963474274, "step": 9830, "valid_targets_mean": 5733.6, "valid_targets_min": 4625 }, { "epoch": 5.421719955898567, "grad_norm": 0.5929679788113232, "learning_rate": 5.885104562426067e-06, "loss": 0.2199, "loss_nan_ranks": 0, "loss_rank_avg": 0.10203132778406143, "step": 9835, "valid_targets_mean": 4134.8, "valid_targets_min": 1544 }, { "epoch": 5.424476295479603, "grad_norm": 0.47520195047207237, "learning_rate": 5.865641947281638e-06, "loss": 0.2084, "loss_nan_ranks": 0, "loss_rank_avg": 0.10137131065130234, "step": 9840, "valid_targets_mean": 5856.9, "valid_targets_min": 950 }, { "epoch": 5.42723263506064, "grad_norm": 0.5662750102499035, "learning_rate": 5.84620603607521e-06, "loss": 0.2099, "loss_nan_ranks": 0, "loss_rank_avg": 0.11511754989624023, "step": 9845, "valid_targets_mean": 4966.5, "valid_targets_min": 1263 }, { "epoch": 5.429988974641676, "grad_norm": 0.5202309497116531, "learning_rate": 5.8267968655269026e-06, "loss": 0.2067, "loss_nan_ranks": 0, "loss_rank_avg": 0.09611360728740692, "step": 9850, "valid_targets_mean": 5353.5, "valid_targets_min": 1980 }, { "epoch": 5.4327453142227125, "grad_norm": 0.5730081821950609, "learning_rate": 5.807414472306319e-06, "loss": 0.2093, "loss_nan_ranks": 0, "loss_rank_avg": 0.0887514054775238, "step": 9855, "valid_targets_mean": 3883.9, "valid_targets_min": 1755 }, { "epoch": 5.435501653803748, "grad_norm": 0.6334762620005862, "learning_rate": 5.788058893032469e-06, "loss": 0.2026, "loss_nan_ranks": 0, "loss_rank_avg": 0.09398546814918518, "step": 9860, "valid_targets_mean": 3182.1, "valid_targets_min": 1451 }, { "epoch": 5.438257993384785, "grad_norm": 0.5864043305939266, "learning_rate": 5.7687301642737035e-06, "loss": 0.2027, "loss_nan_ranks": 0, "loss_rank_avg": 0.09907664358615875, "step": 9865, "valid_targets_mean": 4275.6, "valid_targets_min": 1858 }, { "epoch": 5.441014332965821, "grad_norm": 0.6032554309340857, "learning_rate": 5.749428322547652e-06, "loss": 0.2019, "loss_nan_ranks": 0, "loss_rank_avg": 0.10838688910007477, "step": 9870, "valid_targets_mean": 4332.5, "valid_targets_min": 2339 }, { "epoch": 5.443770672546858, "grad_norm": 0.5989472018294463, "learning_rate": 5.730153404321137e-06, "loss": 0.204, "loss_nan_ranks": 0, "loss_rank_avg": 0.10643668472766876, "step": 9875, "valid_targets_mean": 3915.5, "valid_targets_min": 2766 }, { "epoch": 5.446527012127894, "grad_norm": 0.6744140971640274, "learning_rate": 5.710905446010122e-06, "loss": 0.2108, "loss_nan_ranks": 0, "loss_rank_avg": 0.10740696638822556, "step": 9880, "valid_targets_mean": 3645.6, "valid_targets_min": 1205 }, { "epoch": 5.449283351708931, "grad_norm": 0.5747196455997998, "learning_rate": 5.691684483979629e-06, "loss": 0.2017, "loss_nan_ranks": 0, "loss_rank_avg": 0.08515532314777374, "step": 9885, "valid_targets_mean": 3829.5, "valid_targets_min": 2000 }, { "epoch": 5.452039691289967, "grad_norm": 0.6033022578015141, "learning_rate": 5.672490554543673e-06, "loss": 0.2085, "loss_nan_ranks": 0, "loss_rank_avg": 0.10003925859928131, "step": 9890, "valid_targets_mean": 3772.6, "valid_targets_min": 1018 }, { "epoch": 5.4547960308710035, "grad_norm": 0.6031249971015517, "learning_rate": 5.653323693965218e-06, "loss": 0.1891, "loss_nan_ranks": 0, "loss_rank_avg": 0.11387020349502563, "step": 9895, "valid_targets_mean": 4300.1, "valid_targets_min": 2297 }, { "epoch": 5.4575523704520394, "grad_norm": 0.6050246464531305, "learning_rate": 5.634183938456061e-06, "loss": 0.1919, "loss_nan_ranks": 0, "loss_rank_avg": 0.10624270886182785, "step": 9900, "valid_targets_mean": 4547.6, "valid_targets_min": 2045 }, { "epoch": 5.460308710033076, "grad_norm": 0.6892655468135599, "learning_rate": 5.615071324176806e-06, "loss": 0.1899, "loss_nan_ranks": 0, "loss_rank_avg": 0.12942224740982056, "step": 9905, "valid_targets_mean": 4654.5, "valid_targets_min": 3370 }, { "epoch": 5.463065049614112, "grad_norm": 0.621558693507702, "learning_rate": 5.59598588723677e-06, "loss": 0.2077, "loss_nan_ranks": 0, "loss_rank_avg": 0.09805111587047577, "step": 9910, "valid_targets_mean": 3721.4, "valid_targets_min": 1743 }, { "epoch": 5.465821389195149, "grad_norm": 0.6279753805601004, "learning_rate": 5.576927663693929e-06, "loss": 0.2029, "loss_nan_ranks": 0, "loss_rank_avg": 0.0903685986995697, "step": 9915, "valid_targets_mean": 3319.9, "valid_targets_min": 1569 }, { "epoch": 5.468577728776185, "grad_norm": 0.6033280215969534, "learning_rate": 5.557896689554843e-06, "loss": 0.1943, "loss_nan_ranks": 0, "loss_rank_avg": 0.10109879076480865, "step": 9920, "valid_targets_mean": 4595.6, "valid_targets_min": 1537 }, { "epoch": 5.471334068357222, "grad_norm": 0.5534344484093475, "learning_rate": 5.53889300077459e-06, "loss": 0.1926, "loss_nan_ranks": 0, "loss_rank_avg": 0.0870056003332138, "step": 9925, "valid_targets_mean": 4320.4, "valid_targets_min": 1934 }, { "epoch": 5.474090407938258, "grad_norm": 0.594616630937982, "learning_rate": 5.519916633256699e-06, "loss": 0.1927, "loss_nan_ranks": 0, "loss_rank_avg": 0.08465346693992615, "step": 9930, "valid_targets_mean": 3487.9, "valid_targets_min": 2556 }, { "epoch": 5.476846747519295, "grad_norm": 0.5998662963563667, "learning_rate": 5.500967622853073e-06, "loss": 0.1947, "loss_nan_ranks": 0, "loss_rank_avg": 0.0987597405910492, "step": 9935, "valid_targets_mean": 4068.8, "valid_targets_min": 2648 }, { "epoch": 5.4796030871003305, "grad_norm": 0.5721463126450294, "learning_rate": 5.482046005363952e-06, "loss": 0.1909, "loss_nan_ranks": 0, "loss_rank_avg": 0.08903186023235321, "step": 9940, "valid_targets_mean": 4032.1, "valid_targets_min": 1349 }, { "epoch": 5.482359426681367, "grad_norm": 0.6116110417557296, "learning_rate": 5.463151816537802e-06, "loss": 0.1935, "loss_nan_ranks": 0, "loss_rank_avg": 0.0779203474521637, "step": 9945, "valid_targets_mean": 2994.6, "valid_targets_min": 1566 }, { "epoch": 5.485115766262403, "grad_norm": 0.6643722568065082, "learning_rate": 5.4442850920712704e-06, "loss": 0.1951, "loss_nan_ranks": 0, "loss_rank_avg": 0.07825697213411331, "step": 9950, "valid_targets_mean": 2621.4, "valid_targets_min": 1499 }, { "epoch": 5.48787210584344, "grad_norm": 0.5900863657674383, "learning_rate": 5.4254458676091245e-06, "loss": 0.1895, "loss_nan_ranks": 0, "loss_rank_avg": 0.0865669995546341, "step": 9955, "valid_targets_mean": 3408.1, "valid_targets_min": 2030 }, { "epoch": 5.490628445424476, "grad_norm": 0.7220839850898707, "learning_rate": 5.406634178744168e-06, "loss": 0.1967, "loss_nan_ranks": 0, "loss_rank_avg": 0.11085161566734314, "step": 9960, "valid_targets_mean": 2845.1, "valid_targets_min": 1346 }, { "epoch": 5.493384785005513, "grad_norm": 0.749756368084999, "learning_rate": 5.387850061017186e-06, "loss": 0.1934, "loss_nan_ranks": 0, "loss_rank_avg": 0.11232651025056839, "step": 9965, "valid_targets_mean": 2974.1, "valid_targets_min": 1821 }, { "epoch": 5.496141124586549, "grad_norm": 0.658589524089065, "learning_rate": 5.369093549916873e-06, "loss": 0.1931, "loss_nan_ranks": 0, "loss_rank_avg": 0.10059788078069687, "step": 9970, "valid_targets_mean": 3943.6, "valid_targets_min": 2525 }, { "epoch": 5.498897464167586, "grad_norm": 0.802644704556509, "learning_rate": 5.350364680879769e-06, "loss": 0.1961, "loss_nan_ranks": 0, "loss_rank_avg": 0.09178466349840164, "step": 9975, "valid_targets_mean": 3039.4, "valid_targets_min": 2070 }, { "epoch": 5.501653803748622, "grad_norm": 0.6394058095224769, "learning_rate": 5.331663489290184e-06, "loss": 0.1935, "loss_nan_ranks": 0, "loss_rank_avg": 0.08715149015188217, "step": 9980, "valid_targets_mean": 2970.5, "valid_targets_min": 1152 }, { "epoch": 5.504410143329658, "grad_norm": 0.6000355352707261, "learning_rate": 5.312990010480137e-06, "loss": 0.1944, "loss_nan_ranks": 0, "loss_rank_avg": 0.08905383944511414, "step": 9985, "valid_targets_mean": 3201.1, "valid_targets_min": 1850 }, { "epoch": 5.507166482910694, "grad_norm": 0.6043948186264636, "learning_rate": 5.294344279729307e-06, "loss": 0.1941, "loss_nan_ranks": 0, "loss_rank_avg": 0.08876776695251465, "step": 9990, "valid_targets_mean": 3636.6, "valid_targets_min": 2196 }, { "epoch": 5.509922822491731, "grad_norm": 0.6113851037510525, "learning_rate": 5.2757263322649235e-06, "loss": 0.1913, "loss_nan_ranks": 0, "loss_rank_avg": 0.07471298426389694, "step": 9995, "valid_targets_mean": 3762.9, "valid_targets_min": 1390 }, { "epoch": 5.512679162072767, "grad_norm": 0.6160533543529592, "learning_rate": 5.257136203261741e-06, "loss": 0.1979, "loss_nan_ranks": 0, "loss_rank_avg": 0.10310504585504532, "step": 10000, "valid_targets_mean": 4341.6, "valid_targets_min": 1844 }, { "epoch": 5.515435501653804, "grad_norm": 0.6514496298219753, "learning_rate": 5.2385739278419525e-06, "loss": 0.1901, "loss_nan_ranks": 0, "loss_rank_avg": 0.11008217185735703, "step": 10005, "valid_targets_mean": 4335.2, "valid_targets_min": 1733 }, { "epoch": 5.51819184123484, "grad_norm": 0.6217465868877567, "learning_rate": 5.220039541075126e-06, "loss": 0.1964, "loss_nan_ranks": 0, "loss_rank_avg": 0.10845685005187988, "step": 10010, "valid_targets_mean": 4243.1, "valid_targets_min": 2065 }, { "epoch": 5.520948180815877, "grad_norm": 0.7482894214374928, "learning_rate": 5.201533077978141e-06, "loss": 0.1882, "loss_nan_ranks": 0, "loss_rank_avg": 0.09647095203399658, "step": 10015, "valid_targets_mean": 4171.9, "valid_targets_min": 2348 }, { "epoch": 5.523704520396913, "grad_norm": 0.5909139309915316, "learning_rate": 5.18305457351512e-06, "loss": 0.191, "loss_nan_ranks": 0, "loss_rank_avg": 0.10751405358314514, "step": 10020, "valid_targets_mean": 4153.1, "valid_targets_min": 1603 }, { "epoch": 5.5264608599779494, "grad_norm": 0.6901040750204975, "learning_rate": 5.164604062597369e-06, "loss": 0.1976, "loss_nan_ranks": 0, "loss_rank_avg": 0.10262557864189148, "step": 10025, "valid_targets_mean": 3267.9, "valid_targets_min": 1377 }, { "epoch": 5.529217199558985, "grad_norm": 0.6118009475125896, "learning_rate": 5.1461815800832935e-06, "loss": 0.1966, "loss_nan_ranks": 0, "loss_rank_avg": 0.0883086621761322, "step": 10030, "valid_targets_mean": 3298.8, "valid_targets_min": 1902 }, { "epoch": 5.531973539140022, "grad_norm": 0.5967135956869002, "learning_rate": 5.127787160778366e-06, "loss": 0.1919, "loss_nan_ranks": 0, "loss_rank_avg": 0.08586828410625458, "step": 10035, "valid_targets_mean": 3316.8, "valid_targets_min": 653 }, { "epoch": 5.534729878721058, "grad_norm": 0.6150440913260063, "learning_rate": 5.109420839435018e-06, "loss": 0.1965, "loss_nan_ranks": 0, "loss_rank_avg": 0.09655844420194626, "step": 10040, "valid_targets_mean": 3900.8, "valid_targets_min": 2593 }, { "epoch": 5.537486218302095, "grad_norm": 0.5976269747229416, "learning_rate": 5.0910826507526055e-06, "loss": 0.1975, "loss_nan_ranks": 0, "loss_rank_avg": 0.10288942605257034, "step": 10045, "valid_targets_mean": 4461.6, "valid_targets_min": 1736 }, { "epoch": 5.540242557883131, "grad_norm": 0.6279404787182344, "learning_rate": 5.072772629377334e-06, "loss": 0.1918, "loss_nan_ranks": 0, "loss_rank_avg": 0.0845770463347435, "step": 10050, "valid_targets_mean": 3218.8, "valid_targets_min": 1137 }, { "epoch": 5.542998897464168, "grad_norm": 0.5885042939080697, "learning_rate": 5.054490809902188e-06, "loss": 0.1799, "loss_nan_ranks": 0, "loss_rank_avg": 0.08962637931108475, "step": 10055, "valid_targets_mean": 3535.5, "valid_targets_min": 2500 }, { "epoch": 5.545755237045204, "grad_norm": 0.6014634715472776, "learning_rate": 5.03623722686688e-06, "loss": 0.1963, "loss_nan_ranks": 0, "loss_rank_avg": 0.098706915974617, "step": 10060, "valid_targets_mean": 4358.2, "valid_targets_min": 1297 }, { "epoch": 5.5485115766262405, "grad_norm": 0.6054938183235176, "learning_rate": 5.018011914757763e-06, "loss": 0.1805, "loss_nan_ranks": 0, "loss_rank_avg": 0.10142864286899567, "step": 10065, "valid_targets_mean": 4368.6, "valid_targets_min": 1101 }, { "epoch": 5.551267916207276, "grad_norm": 0.6263778010422008, "learning_rate": 4.999814908007787e-06, "loss": 0.2057, "loss_nan_ranks": 0, "loss_rank_avg": 0.10816408693790436, "step": 10070, "valid_targets_mean": 3886.8, "valid_targets_min": 2078 }, { "epoch": 5.554024255788313, "grad_norm": 0.6019254386141223, "learning_rate": 4.981646240996421e-06, "loss": 0.1908, "loss_nan_ranks": 0, "loss_rank_avg": 0.08021493256092072, "step": 10075, "valid_targets_mean": 3047.1, "valid_targets_min": 1739 }, { "epoch": 5.556780595369349, "grad_norm": 0.6141997144730528, "learning_rate": 4.963505948049587e-06, "loss": 0.1972, "loss_nan_ranks": 0, "loss_rank_avg": 0.10275082290172577, "step": 10080, "valid_targets_mean": 3684.5, "valid_targets_min": 1233 }, { "epoch": 5.559536934950386, "grad_norm": 0.6688127358510599, "learning_rate": 4.945394063439621e-06, "loss": 0.2014, "loss_nan_ranks": 0, "loss_rank_avg": 0.10375227779150009, "step": 10085, "valid_targets_mean": 3783.5, "valid_targets_min": 1815 }, { "epoch": 5.562293274531422, "grad_norm": 0.5987668841954898, "learning_rate": 4.927310621385162e-06, "loss": 0.1998, "loss_nan_ranks": 0, "loss_rank_avg": 0.09836991131305695, "step": 10090, "valid_targets_mean": 4099.9, "valid_targets_min": 1649 }, { "epoch": 5.565049614112459, "grad_norm": 0.6574085280393294, "learning_rate": 4.909255656051126e-06, "loss": 0.1932, "loss_nan_ranks": 0, "loss_rank_avg": 0.10386388003826141, "step": 10095, "valid_targets_mean": 3281.1, "valid_targets_min": 1366 }, { "epoch": 5.567805953693495, "grad_norm": 0.7602086354724722, "learning_rate": 4.891229201548626e-06, "loss": 0.1831, "loss_nan_ranks": 0, "loss_rank_avg": 0.09485702216625214, "step": 10100, "valid_targets_mean": 4390.2, "valid_targets_min": 2716 }, { "epoch": 5.570562293274532, "grad_norm": 0.6095414353337042, "learning_rate": 4.873231291934905e-06, "loss": 0.187, "loss_nan_ranks": 0, "loss_rank_avg": 0.10220303386449814, "step": 10105, "valid_targets_mean": 4261.9, "valid_targets_min": 1955 }, { "epoch": 5.5733186328555675, "grad_norm": 0.7410685454533948, "learning_rate": 4.855261961213285e-06, "loss": 0.1834, "loss_nan_ranks": 0, "loss_rank_avg": 0.10195191204547882, "step": 10110, "valid_targets_mean": 3709.5, "valid_targets_min": 1561 }, { "epoch": 5.576074972436604, "grad_norm": 0.6375859092904083, "learning_rate": 4.8373212433330884e-06, "loss": 0.1812, "loss_nan_ranks": 0, "loss_rank_avg": 0.09476044774055481, "step": 10115, "valid_targets_mean": 3744.2, "valid_targets_min": 1442 }, { "epoch": 5.57883131201764, "grad_norm": 0.6063940942093722, "learning_rate": 4.819409172189578e-06, "loss": 0.1732, "loss_nan_ranks": 0, "loss_rank_avg": 0.07704910635948181, "step": 10120, "valid_targets_mean": 3034.4, "valid_targets_min": 1501 }, { "epoch": 5.581587651598677, "grad_norm": 0.6334481911733573, "learning_rate": 4.801525781623899e-06, "loss": 0.1715, "loss_nan_ranks": 0, "loss_rank_avg": 0.08486004173755646, "step": 10125, "valid_targets_mean": 3149.1, "valid_targets_min": 857 }, { "epoch": 5.584343991179713, "grad_norm": 0.6860046922750456, "learning_rate": 4.7836711054230025e-06, "loss": 0.1897, "loss_nan_ranks": 0, "loss_rank_avg": 0.10492058843374252, "step": 10130, "valid_targets_mean": 4058.2, "valid_targets_min": 1285 }, { "epoch": 5.58710033076075, "grad_norm": 0.7146483030374899, "learning_rate": 4.765845177319608e-06, "loss": 0.2048, "loss_nan_ranks": 0, "loss_rank_avg": 0.08972454071044922, "step": 10135, "valid_targets_mean": 3909.1, "valid_targets_min": 1530 }, { "epoch": 5.589856670341786, "grad_norm": 0.6593020123674287, "learning_rate": 4.748048030992105e-06, "loss": 0.1842, "loss_nan_ranks": 0, "loss_rank_avg": 0.10301342606544495, "step": 10140, "valid_targets_mean": 4228.5, "valid_targets_min": 2964 }, { "epoch": 5.592613009922823, "grad_norm": 0.6445971526652748, "learning_rate": 4.730279700064508e-06, "loss": 0.1922, "loss_nan_ranks": 0, "loss_rank_avg": 0.10523516684770584, "step": 10145, "valid_targets_mean": 4405.6, "valid_targets_min": 2010 }, { "epoch": 5.595369349503859, "grad_norm": 0.7403042902943268, "learning_rate": 4.712540218106394e-06, "loss": 0.1884, "loss_nan_ranks": 0, "loss_rank_avg": 0.10373927652835846, "step": 10150, "valid_targets_mean": 3541.2, "valid_targets_min": 1731 }, { "epoch": 5.598125689084895, "grad_norm": 0.6367924843507031, "learning_rate": 4.694829618632834e-06, "loss": 0.1921, "loss_nan_ranks": 0, "loss_rank_avg": 0.08654695749282837, "step": 10155, "valid_targets_mean": 4123.8, "valid_targets_min": 1911 }, { "epoch": 5.600882028665931, "grad_norm": 0.627867553328428, "learning_rate": 4.677147935104334e-06, "loss": 0.1877, "loss_nan_ranks": 0, "loss_rank_avg": 0.07895289361476898, "step": 10160, "valid_targets_mean": 3818.8, "valid_targets_min": 2408 }, { "epoch": 5.603638368246968, "grad_norm": 0.5876658370680258, "learning_rate": 4.659495200926767e-06, "loss": 0.1756, "loss_nan_ranks": 0, "loss_rank_avg": 0.09946301579475403, "step": 10165, "valid_targets_mean": 4187.2, "valid_targets_min": 1927 }, { "epoch": 5.606394707828004, "grad_norm": 0.6788479941163675, "learning_rate": 4.6418714494513115e-06, "loss": 0.1947, "loss_nan_ranks": 0, "loss_rank_avg": 0.10173513740301132, "step": 10170, "valid_targets_mean": 3147.5, "valid_targets_min": 1643 }, { "epoch": 5.609151047409041, "grad_norm": 0.6319695855684526, "learning_rate": 4.624276713974389e-06, "loss": 0.1808, "loss_nan_ranks": 0, "loss_rank_avg": 0.08137942850589752, "step": 10175, "valid_targets_mean": 3082.9, "valid_targets_min": 1459 }, { "epoch": 5.611907386990077, "grad_norm": 0.6883560656883089, "learning_rate": 4.60671102773761e-06, "loss": 0.1924, "loss_nan_ranks": 0, "loss_rank_avg": 0.09578832983970642, "step": 10180, "valid_targets_mean": 3235.0, "valid_targets_min": 1425 }, { "epoch": 5.614663726571114, "grad_norm": 0.6570882902178451, "learning_rate": 4.589174423927692e-06, "loss": 0.1944, "loss_nan_ranks": 0, "loss_rank_avg": 0.07798336446285248, "step": 10185, "valid_targets_mean": 2764.4, "valid_targets_min": 537 }, { "epoch": 5.61742006615215, "grad_norm": 0.6047643203555934, "learning_rate": 4.571666935676411e-06, "loss": 0.1935, "loss_nan_ranks": 0, "loss_rank_avg": 0.09850729256868362, "step": 10190, "valid_targets_mean": 4477.2, "valid_targets_min": 1645 }, { "epoch": 5.620176405733186, "grad_norm": 0.7086546667443888, "learning_rate": 4.554188596060532e-06, "loss": 0.2026, "loss_nan_ranks": 0, "loss_rank_avg": 0.11186853051185608, "step": 10195, "valid_targets_mean": 3753.4, "valid_targets_min": 2165 }, { "epoch": 5.622932745314222, "grad_norm": 0.7009525085878983, "learning_rate": 4.536739438101756e-06, "loss": 0.1865, "loss_nan_ranks": 0, "loss_rank_avg": 0.08408283442258835, "step": 10200, "valid_targets_mean": 3160.9, "valid_targets_min": 1623 }, { "epoch": 5.625689084895259, "grad_norm": 0.6137424696550252, "learning_rate": 4.519319494766645e-06, "loss": 0.2019, "loss_nan_ranks": 0, "loss_rank_avg": 0.08197230100631714, "step": 10205, "valid_targets_mean": 3442.0, "valid_targets_min": 1996 }, { "epoch": 5.628445424476295, "grad_norm": 0.6849828469654942, "learning_rate": 4.501928798966573e-06, "loss": 0.1947, "loss_nan_ranks": 0, "loss_rank_avg": 0.1193176656961441, "step": 10210, "valid_targets_mean": 4399.0, "valid_targets_min": 2938 }, { "epoch": 5.631201764057332, "grad_norm": 0.5755172896053252, "learning_rate": 4.484567383557648e-06, "loss": 0.1936, "loss_nan_ranks": 0, "loss_rank_avg": 0.10701175779104233, "step": 10215, "valid_targets_mean": 5350.9, "valid_targets_min": 2644 }, { "epoch": 5.633958103638368, "grad_norm": 0.6260171536707625, "learning_rate": 4.467235281340667e-06, "loss": 0.1961, "loss_nan_ranks": 0, "loss_rank_avg": 0.10742195695638657, "step": 10220, "valid_targets_mean": 4307.1, "valid_targets_min": 1377 }, { "epoch": 5.636714443219405, "grad_norm": 0.6549673263758611, "learning_rate": 4.449932525061036e-06, "loss": 0.1903, "loss_nan_ranks": 0, "loss_rank_avg": 0.07975347340106964, "step": 10225, "valid_targets_mean": 3389.5, "valid_targets_min": 636 }, { "epoch": 5.639470782800441, "grad_norm": 0.6490995591133779, "learning_rate": 4.432659147408736e-06, "loss": 0.1906, "loss_nan_ranks": 0, "loss_rank_avg": 0.08237628638744354, "step": 10230, "valid_targets_mean": 3251.0, "valid_targets_min": 718 }, { "epoch": 5.6422271223814775, "grad_norm": 0.6034390542203207, "learning_rate": 4.415415181018223e-06, "loss": 0.1944, "loss_nan_ranks": 0, "loss_rank_avg": 0.08380737900733948, "step": 10235, "valid_targets_mean": 4718.9, "valid_targets_min": 3205 }, { "epoch": 5.644983461962513, "grad_norm": 0.676382642566022, "learning_rate": 4.398200658468397e-06, "loss": 0.1871, "loss_nan_ranks": 0, "loss_rank_avg": 0.10002248734235764, "step": 10240, "valid_targets_mean": 3768.5, "valid_targets_min": 1369 }, { "epoch": 5.64773980154355, "grad_norm": 0.6772254319406622, "learning_rate": 4.381015612282529e-06, "loss": 0.1798, "loss_nan_ranks": 0, "loss_rank_avg": 0.11036770045757294, "step": 10245, "valid_targets_mean": 4258.1, "valid_targets_min": 2762 }, { "epoch": 5.650496141124586, "grad_norm": 0.6674387711843542, "learning_rate": 4.363860074928197e-06, "loss": 0.187, "loss_nan_ranks": 0, "loss_rank_avg": 0.07170131057500839, "step": 10250, "valid_targets_mean": 2535.5, "valid_targets_min": 529 }, { "epoch": 5.653252480705623, "grad_norm": 0.6436288283739613, "learning_rate": 4.346734078817234e-06, "loss": 0.1836, "loss_nan_ranks": 0, "loss_rank_avg": 0.09613151103258133, "step": 10255, "valid_targets_mean": 3895.6, "valid_targets_min": 1832 }, { "epoch": 5.656008820286659, "grad_norm": 0.6618387632926996, "learning_rate": 4.329637656305654e-06, "loss": 0.1951, "loss_nan_ranks": 0, "loss_rank_avg": 0.08921610563993454, "step": 10260, "valid_targets_mean": 3470.2, "valid_targets_min": 1726 }, { "epoch": 5.658765159867696, "grad_norm": 0.6978096121637685, "learning_rate": 4.312570839693606e-06, "loss": 0.1899, "loss_nan_ranks": 0, "loss_rank_avg": 0.10754061490297318, "step": 10265, "valid_targets_mean": 3707.2, "valid_targets_min": 1361 }, { "epoch": 5.661521499448732, "grad_norm": 0.6025489149557104, "learning_rate": 4.295533661225295e-06, "loss": 0.1892, "loss_nan_ranks": 0, "loss_rank_avg": 0.09673164039850235, "step": 10270, "valid_targets_mean": 3686.8, "valid_targets_min": 851 }, { "epoch": 5.664277839029769, "grad_norm": 0.6630044542534439, "learning_rate": 4.2785261530889335e-06, "loss": 0.1883, "loss_nan_ranks": 0, "loss_rank_avg": 0.08534131944179535, "step": 10275, "valid_targets_mean": 2817.6, "valid_targets_min": 1190 }, { "epoch": 5.6670341786108045, "grad_norm": 0.6632047024011952, "learning_rate": 4.261548347416691e-06, "loss": 0.191, "loss_nan_ranks": 0, "loss_rank_avg": 0.11288687586784363, "step": 10280, "valid_targets_mean": 4741.0, "valid_targets_min": 1394 }, { "epoch": 5.669790518191841, "grad_norm": 0.6929519406558764, "learning_rate": 4.244600276284607e-06, "loss": 0.1868, "loss_nan_ranks": 0, "loss_rank_avg": 0.07848985493183136, "step": 10285, "valid_targets_mean": 3478.5, "valid_targets_min": 1972 }, { "epoch": 5.672546857772877, "grad_norm": 0.6591803585838358, "learning_rate": 4.227681971712543e-06, "loss": 0.1781, "loss_nan_ranks": 0, "loss_rank_avg": 0.10063079744577408, "step": 10290, "valid_targets_mean": 4379.2, "valid_targets_min": 2550 }, { "epoch": 5.675303197353914, "grad_norm": 0.5597973349779887, "learning_rate": 4.210793465664127e-06, "loss": 0.1827, "loss_nan_ranks": 0, "loss_rank_avg": 0.08939698338508606, "step": 10295, "valid_targets_mean": 6398.4, "valid_targets_min": 2588 }, { "epoch": 5.67805953693495, "grad_norm": 0.750220849867065, "learning_rate": 4.19393479004669e-06, "loss": 0.1827, "loss_nan_ranks": 0, "loss_rank_avg": 0.09528659284114838, "step": 10300, "valid_targets_mean": 4008.5, "valid_targets_min": 2867 }, { "epoch": 5.680815876515987, "grad_norm": 0.6518929248059617, "learning_rate": 4.177105976711204e-06, "loss": 0.1759, "loss_nan_ranks": 0, "loss_rank_avg": 0.0778331384062767, "step": 10305, "valid_targets_mean": 2879.9, "valid_targets_min": 992 }, { "epoch": 5.683572216097023, "grad_norm": 0.6199157582567867, "learning_rate": 4.160307057452218e-06, "loss": 0.1762, "loss_nan_ranks": 0, "loss_rank_avg": 0.08418752998113632, "step": 10310, "valid_targets_mean": 3798.8, "valid_targets_min": 1573 }, { "epoch": 5.68632855567806, "grad_norm": 0.6664431235228347, "learning_rate": 4.143538064007808e-06, "loss": 0.1781, "loss_nan_ranks": 0, "loss_rank_avg": 0.1024160385131836, "step": 10315, "valid_targets_mean": 3714.9, "valid_targets_min": 1357 }, { "epoch": 5.6890848952590956, "grad_norm": 0.6018795419204901, "learning_rate": 4.126799028059505e-06, "loss": 0.1788, "loss_nan_ranks": 0, "loss_rank_avg": 0.08363612741231918, "step": 10320, "valid_targets_mean": 3661.1, "valid_targets_min": 2409 }, { "epoch": 5.691841234840132, "grad_norm": 0.6521163719212921, "learning_rate": 4.110089981232253e-06, "loss": 0.1942, "loss_nan_ranks": 0, "loss_rank_avg": 0.10538972169160843, "step": 10325, "valid_targets_mean": 4322.4, "valid_targets_min": 1452 }, { "epoch": 5.694597574421168, "grad_norm": 0.6468917851518979, "learning_rate": 4.093410955094328e-06, "loss": 0.1827, "loss_nan_ranks": 0, "loss_rank_avg": 0.08858339488506317, "step": 10330, "valid_targets_mean": 3613.9, "valid_targets_min": 1708 }, { "epoch": 5.697353914002205, "grad_norm": 0.7134722440243644, "learning_rate": 4.076761981157289e-06, "loss": 0.1824, "loss_nan_ranks": 0, "loss_rank_avg": 0.09580822288990021, "step": 10335, "valid_targets_mean": 3097.6, "valid_targets_min": 1272 }, { "epoch": 5.700110253583241, "grad_norm": 0.7358830163442455, "learning_rate": 4.060143090875921e-06, "loss": 0.1749, "loss_nan_ranks": 0, "loss_rank_avg": 0.09806231409311295, "step": 10340, "valid_targets_mean": 3143.1, "valid_targets_min": 1858 }, { "epoch": 5.702866593164278, "grad_norm": 0.8817895344341007, "learning_rate": 4.043554315648166e-06, "loss": 0.1885, "loss_nan_ranks": 0, "loss_rank_avg": 0.0877530574798584, "step": 10345, "valid_targets_mean": 2977.6, "valid_targets_min": 627 }, { "epoch": 5.705622932745314, "grad_norm": 0.7389368386272487, "learning_rate": 4.026995686815081e-06, "loss": 0.1837, "loss_nan_ranks": 0, "loss_rank_avg": 0.10469523072242737, "step": 10350, "valid_targets_mean": 2598.8, "valid_targets_min": 1036 }, { "epoch": 5.708379272326351, "grad_norm": 0.6430671942957336, "learning_rate": 4.010467235660753e-06, "loss": 0.1897, "loss_nan_ranks": 0, "loss_rank_avg": 0.09264027327299118, "step": 10355, "valid_targets_mean": 4311.2, "valid_targets_min": 2524 }, { "epoch": 5.711135611907387, "grad_norm": 0.6432509142190611, "learning_rate": 3.9939689934122694e-06, "loss": 0.185, "loss_nan_ranks": 0, "loss_rank_avg": 0.10727041959762573, "step": 10360, "valid_targets_mean": 3706.4, "valid_targets_min": 809 }, { "epoch": 5.713891951488423, "grad_norm": 0.6448450109534186, "learning_rate": 3.977500991239631e-06, "loss": 0.1852, "loss_nan_ranks": 0, "loss_rank_avg": 0.0832073912024498, "step": 10365, "valid_targets_mean": 3445.4, "valid_targets_min": 1778 }, { "epoch": 5.716648291069459, "grad_norm": 0.6486002978438167, "learning_rate": 3.961063260255713e-06, "loss": 0.1903, "loss_nan_ranks": 0, "loss_rank_avg": 0.10102313756942749, "step": 10370, "valid_targets_mean": 4350.0, "valid_targets_min": 2181 }, { "epoch": 5.719404630650496, "grad_norm": 0.49260370560477407, "learning_rate": 3.944655831516204e-06, "loss": 0.1561, "loss_nan_ranks": 0, "loss_rank_avg": 0.040023479610681534, "step": 10375, "valid_targets_mean": 2416.5, "valid_targets_min": 872 }, { "epoch": 5.722160970231532, "grad_norm": 0.5110183251845707, "learning_rate": 3.928278736019538e-06, "loss": 0.095, "loss_nan_ranks": 0, "loss_rank_avg": 0.03305526822805405, "step": 10380, "valid_targets_mean": 1543.9, "valid_targets_min": 665 }, { "epoch": 5.724917309812569, "grad_norm": 0.38330435025000503, "learning_rate": 3.911932004706836e-06, "loss": 0.0727, "loss_nan_ranks": 0, "loss_rank_avg": 0.041076187044382095, "step": 10385, "valid_targets_mean": 3129.8, "valid_targets_min": 2254 }, { "epoch": 5.727673649393605, "grad_norm": 0.4057825458545097, "learning_rate": 3.895615668461856e-06, "loss": 0.0724, "loss_nan_ranks": 0, "loss_rank_avg": 0.034805674105882645, "step": 10390, "valid_targets_mean": 3026.8, "valid_targets_min": 706 }, { "epoch": 5.730429988974642, "grad_norm": 0.33952842924926496, "learning_rate": 3.8793297581109325e-06, "loss": 0.0855, "loss_nan_ranks": 0, "loss_rank_avg": 0.02664371207356453, "step": 10395, "valid_targets_mean": 3207.8, "valid_targets_min": 1216 }, { "epoch": 5.733186328555679, "grad_norm": 0.38470094984455816, "learning_rate": 3.863074304422918e-06, "loss": 0.0741, "loss_nan_ranks": 0, "loss_rank_avg": 0.0413883700966835, "step": 10400, "valid_targets_mean": 3540.0, "valid_targets_min": 2551 }, { "epoch": 5.7359426681367145, "grad_norm": 0.8635968638296525, "learning_rate": 3.846849338109116e-06, "loss": 0.1083, "loss_nan_ranks": 0, "loss_rank_avg": 0.05321991443634033, "step": 10405, "valid_targets_mean": 960.9, "valid_targets_min": 555 }, { "epoch": 5.73869900771775, "grad_norm": 0.37487083761778484, "learning_rate": 3.830654889823238e-06, "loss": 0.0998, "loss_nan_ranks": 0, "loss_rank_avg": 0.03464626520872116, "step": 10410, "valid_targets_mean": 3465.4, "valid_targets_min": 1008 }, { "epoch": 5.741455347298787, "grad_norm": 0.40898274809106727, "learning_rate": 3.8144909901613303e-06, "loss": 0.0833, "loss_nan_ranks": 0, "loss_rank_avg": 0.042249955236911774, "step": 10415, "valid_targets_mean": 3522.1, "valid_targets_min": 3039 }, { "epoch": 5.744211686879824, "grad_norm": 0.5645394833814121, "learning_rate": 3.7983576696617364e-06, "loss": 0.1145, "loss_nan_ranks": 0, "loss_rank_avg": 0.06845027208328247, "step": 10420, "valid_targets_mean": 3356.1, "valid_targets_min": 1938 }, { "epoch": 5.74696802646086, "grad_norm": 0.36567641052698313, "learning_rate": 3.7822549588050185e-06, "loss": 0.063, "loss_nan_ranks": 0, "loss_rank_avg": 0.03703555092215538, "step": 10425, "valid_targets_mean": 3973.6, "valid_targets_min": 924 }, { "epoch": 5.749724366041896, "grad_norm": 0.4471986682392373, "learning_rate": 3.766182888013905e-06, "loss": 0.0739, "loss_nan_ranks": 0, "loss_rank_avg": 0.03784479573369026, "step": 10430, "valid_targets_mean": 2262.8, "valid_targets_min": 444 }, { "epoch": 5.752480705622933, "grad_norm": 0.3618426483252103, "learning_rate": 3.7501414876532425e-06, "loss": 0.0737, "loss_nan_ranks": 0, "loss_rank_avg": 0.03629196435213089, "step": 10435, "valid_targets_mean": 3298.9, "valid_targets_min": 749 }, { "epoch": 5.75523704520397, "grad_norm": 0.527136486305893, "learning_rate": 3.7341307880299306e-06, "loss": 0.0937, "loss_nan_ranks": 0, "loss_rank_avg": 0.04867885261774063, "step": 10440, "valid_targets_mean": 1400.5, "valid_targets_min": 601 }, { "epoch": 5.7579933847850056, "grad_norm": 0.4650791264406412, "learning_rate": 3.718150819392863e-06, "loss": 0.0898, "loss_nan_ranks": 0, "loss_rank_avg": 0.03798801079392433, "step": 10445, "valid_targets_mean": 3387.0, "valid_targets_min": 1852 }, { "epoch": 5.7607497243660415, "grad_norm": 0.3910132898379467, "learning_rate": 3.7022016119328763e-06, "loss": 0.0726, "loss_nan_ranks": 0, "loss_rank_avg": 0.03286594897508621, "step": 10450, "valid_targets_mean": 2827.2, "valid_targets_min": 571 }, { "epoch": 5.763506063947078, "grad_norm": 0.4860656150805912, "learning_rate": 3.686283195782692e-06, "loss": 0.0708, "loss_nan_ranks": 0, "loss_rank_avg": 0.03288431465625763, "step": 10455, "valid_targets_mean": 2584.8, "valid_targets_min": 520 }, { "epoch": 5.766262403528115, "grad_norm": 0.5301458510262297, "learning_rate": 3.670395601016854e-06, "loss": 0.0739, "loss_nan_ranks": 0, "loss_rank_avg": 0.04883969575166702, "step": 10460, "valid_targets_mean": 3477.0, "valid_targets_min": 2179 }, { "epoch": 5.769018743109151, "grad_norm": 0.3877088097399488, "learning_rate": 3.654538857651675e-06, "loss": 0.077, "loss_nan_ranks": 0, "loss_rank_avg": 0.030916331335902214, "step": 10465, "valid_targets_mean": 3043.8, "valid_targets_min": 807 }, { "epoch": 5.771775082690187, "grad_norm": 0.4410674734771966, "learning_rate": 3.638712995645188e-06, "loss": 0.0836, "loss_nan_ranks": 0, "loss_rank_avg": 0.03403722122311592, "step": 10470, "valid_targets_mean": 1830.4, "valid_targets_min": 594 }, { "epoch": 5.774531422271224, "grad_norm": 0.5129723696336134, "learning_rate": 3.622918044897077e-06, "loss": 0.0828, "loss_nan_ranks": 0, "loss_rank_avg": 0.04141794517636299, "step": 10475, "valid_targets_mean": 2210.0, "valid_targets_min": 714 }, { "epoch": 5.777287761852261, "grad_norm": 0.5331083728308998, "learning_rate": 3.6071540352486234e-06, "loss": 0.1025, "loss_nan_ranks": 0, "loss_rank_avg": 0.09520633518695831, "step": 10480, "valid_targets_mean": 3163.6, "valid_targets_min": 1290 }, { "epoch": 5.780044101433297, "grad_norm": 0.47054880116045456, "learning_rate": 3.591420996482655e-06, "loss": 0.0915, "loss_nan_ranks": 0, "loss_rank_avg": 0.03334933519363403, "step": 10485, "valid_targets_mean": 2710.6, "valid_targets_min": 782 }, { "epoch": 5.7828004410143325, "grad_norm": 0.6770504698182713, "learning_rate": 3.5757189583234817e-06, "loss": 0.0742, "loss_nan_ranks": 0, "loss_rank_avg": 0.0567297488451004, "step": 10490, "valid_targets_mean": 1954.5, "valid_targets_min": 950 }, { "epoch": 5.785556780595369, "grad_norm": 0.42485796243632007, "learning_rate": 3.5600479504368533e-06, "loss": 0.1031, "loss_nan_ranks": 0, "loss_rank_avg": 0.04026125371456146, "step": 10495, "valid_targets_mean": 3065.0, "valid_targets_min": 1296 }, { "epoch": 5.788313120176406, "grad_norm": 0.41805083680206595, "learning_rate": 3.5444080024298844e-06, "loss": 0.0908, "loss_nan_ranks": 0, "loss_rank_avg": 0.028698088601231575, "step": 10500, "valid_targets_mean": 3146.6, "valid_targets_min": 789 }, { "epoch": 5.791069459757442, "grad_norm": 0.5496355189359563, "learning_rate": 3.528799143851016e-06, "loss": 0.0797, "loss_nan_ranks": 0, "loss_rank_avg": 0.04778962582349777, "step": 10505, "valid_targets_mean": 2340.4, "valid_targets_min": 713 }, { "epoch": 5.793825799338478, "grad_norm": 0.5809346207927943, "learning_rate": 3.5132214041899482e-06, "loss": 0.2552, "loss_nan_ranks": 0, "loss_rank_avg": 0.10462389886379242, "step": 10510, "valid_targets_mean": 2638.0, "valid_targets_min": 980 }, { "epoch": 5.796582138919515, "grad_norm": 0.5940401314260293, "learning_rate": 3.497674812877583e-06, "loss": 0.095, "loss_nan_ranks": 0, "loss_rank_avg": 0.07489131391048431, "step": 10515, "valid_targets_mean": 1792.1, "valid_targets_min": 753 }, { "epoch": 5.799338478500552, "grad_norm": 0.46859125369741433, "learning_rate": 3.4821593992859893e-06, "loss": 0.0809, "loss_nan_ranks": 0, "loss_rank_avg": 0.032329168170690536, "step": 10520, "valid_targets_mean": 1459.5, "valid_targets_min": 670 }, { "epoch": 5.802094818081588, "grad_norm": 0.5409103108117076, "learning_rate": 3.4666751927283217e-06, "loss": 0.1696, "loss_nan_ranks": 0, "loss_rank_avg": 0.042465876787900925, "step": 10525, "valid_targets_mean": 2546.0, "valid_targets_min": 663 }, { "epoch": 5.804851157662624, "grad_norm": 0.30906644180443515, "learning_rate": 3.4512222224587742e-06, "loss": 0.0711, "loss_nan_ranks": 0, "loss_rank_avg": 0.02382844313979149, "step": 10530, "valid_targets_mean": 5186.2, "valid_targets_min": 3522 }, { "epoch": 5.80760749724366, "grad_norm": 0.5097660802115372, "learning_rate": 3.4358005176725317e-06, "loss": 0.0827, "loss_nan_ranks": 0, "loss_rank_avg": 0.049920547753572464, "step": 10535, "valid_targets_mean": 4087.4, "valid_targets_min": 2327 }, { "epoch": 5.810363836824697, "grad_norm": 0.478780521855255, "learning_rate": 3.4204101075057026e-06, "loss": 0.0782, "loss_nan_ranks": 0, "loss_rank_avg": 0.0407244935631752, "step": 10540, "valid_targets_mean": 3420.1, "valid_targets_min": 1218 }, { "epoch": 5.813120176405733, "grad_norm": 0.40802520879755927, "learning_rate": 3.4050510210352793e-06, "loss": 0.0711, "loss_nan_ranks": 0, "loss_rank_avg": 0.04154260456562042, "step": 10545, "valid_targets_mean": 4261.5, "valid_targets_min": 3261 }, { "epoch": 5.815876515986769, "grad_norm": 0.43534508374229525, "learning_rate": 3.3897232872790675e-06, "loss": 0.0727, "loss_nan_ranks": 0, "loss_rank_avg": 0.034647002816200256, "step": 10550, "valid_targets_mean": 2142.2, "valid_targets_min": 719 }, { "epoch": 5.818632855567806, "grad_norm": 0.4425096839927687, "learning_rate": 3.374426935195643e-06, "loss": 0.07, "loss_nan_ranks": 0, "loss_rank_avg": 0.040748901665210724, "step": 10555, "valid_targets_mean": 3431.4, "valid_targets_min": 2224 }, { "epoch": 5.821389195148843, "grad_norm": 0.3302378432957247, "learning_rate": 3.3591619936842832e-06, "loss": 0.0688, "loss_nan_ranks": 0, "loss_rank_avg": 0.025787679478526115, "step": 10560, "valid_targets_mean": 3946.9, "valid_targets_min": 3217 }, { "epoch": 5.824145534729879, "grad_norm": 0.484860103344773, "learning_rate": 3.34392849158494e-06, "loss": 0.07, "loss_nan_ranks": 0, "loss_rank_avg": 0.03400131314992905, "step": 10565, "valid_targets_mean": 2442.1, "valid_targets_min": 735 }, { "epoch": 5.826901874310915, "grad_norm": 0.4811739637911985, "learning_rate": 3.328726457678153e-06, "loss": 0.1088, "loss_nan_ranks": 0, "loss_rank_avg": 0.03218796104192734, "step": 10570, "valid_targets_mean": 1551.5, "valid_targets_min": 603 }, { "epoch": 5.8296582138919515, "grad_norm": 0.32965833126067934, "learning_rate": 3.3135559206850075e-06, "loss": 0.0578, "loss_nan_ranks": 0, "loss_rank_avg": 0.02289218083024025, "step": 10575, "valid_targets_mean": 1912.9, "valid_targets_min": 582 }, { "epoch": 5.832414553472988, "grad_norm": 0.4348958706094496, "learning_rate": 3.2984169092670927e-06, "loss": 0.0714, "loss_nan_ranks": 0, "loss_rank_avg": 0.0390004888176918, "step": 10580, "valid_targets_mean": 2670.5, "valid_targets_min": 579 }, { "epoch": 5.835170893054024, "grad_norm": 0.45619163549081493, "learning_rate": 3.2833094520264265e-06, "loss": 0.064, "loss_nan_ranks": 0, "loss_rank_avg": 0.04037974774837494, "step": 10585, "valid_targets_mean": 3709.5, "valid_targets_min": 3248 }, { "epoch": 5.83792723263506, "grad_norm": 0.4531840065950375, "learning_rate": 3.2682335775054174e-06, "loss": 0.1042, "loss_nan_ranks": 0, "loss_rank_avg": 0.04504851996898651, "step": 10590, "valid_targets_mean": 3222.9, "valid_targets_min": 994 }, { "epoch": 5.840683572216097, "grad_norm": 0.5756550224249012, "learning_rate": 3.253189314186802e-06, "loss": 0.0887, "loss_nan_ranks": 0, "loss_rank_avg": 0.06621728837490082, "step": 10595, "valid_targets_mean": 2046.2, "valid_targets_min": 692 }, { "epoch": 5.843439911797134, "grad_norm": 0.46044398698681, "learning_rate": 3.2381766904935997e-06, "loss": 0.0893, "loss_nan_ranks": 0, "loss_rank_avg": 0.03590303659439087, "step": 10600, "valid_targets_mean": 2707.2, "valid_targets_min": 632 }, { "epoch": 5.84619625137817, "grad_norm": 0.45839243098442195, "learning_rate": 3.223195734789044e-06, "loss": 0.0743, "loss_nan_ranks": 0, "loss_rank_avg": 0.03310862556099892, "step": 10605, "valid_targets_mean": 1847.8, "valid_targets_min": 812 }, { "epoch": 5.848952590959206, "grad_norm": 0.5843768283020991, "learning_rate": 3.208246475376542e-06, "loss": 0.119, "loss_nan_ranks": 0, "loss_rank_avg": 0.1391768753528595, "step": 10610, "valid_targets_mean": 3254.0, "valid_targets_min": 1177 }, { "epoch": 5.8517089305402425, "grad_norm": 0.44782401731420657, "learning_rate": 3.193328940499629e-06, "loss": 0.0809, "loss_nan_ranks": 0, "loss_rank_avg": 0.03949049115180969, "step": 10615, "valid_targets_mean": 3402.8, "valid_targets_min": 2331 }, { "epoch": 5.854465270121279, "grad_norm": 0.5992140732962553, "learning_rate": 3.178443158341886e-06, "loss": 0.0992, "loss_nan_ranks": 0, "loss_rank_avg": 0.04658026993274689, "step": 10620, "valid_targets_mean": 1632.0, "valid_targets_min": 684 }, { "epoch": 5.857221609702315, "grad_norm": 0.5169503304016846, "learning_rate": 3.1635891570269115e-06, "loss": 0.0693, "loss_nan_ranks": 0, "loss_rank_avg": 0.02639373391866684, "step": 10625, "valid_targets_mean": 1552.2, "valid_targets_min": 446 }, { "epoch": 5.859977949283351, "grad_norm": 0.41866865161343947, "learning_rate": 3.148766964618262e-06, "loss": 0.0773, "loss_nan_ranks": 0, "loss_rank_avg": 0.026528827846050262, "step": 10630, "valid_targets_mean": 2990.9, "valid_targets_min": 655 }, { "epoch": 5.862734288864388, "grad_norm": 0.6246067952468632, "learning_rate": 3.1339766091193937e-06, "loss": 0.0824, "loss_nan_ranks": 0, "loss_rank_avg": 0.03567548096179962, "step": 10635, "valid_targets_mean": 1293.9, "valid_targets_min": 574 }, { "epoch": 5.865490628445425, "grad_norm": 0.37506883043504513, "learning_rate": 3.119218118473617e-06, "loss": 0.0669, "loss_nan_ranks": 0, "loss_rank_avg": 0.03946959972381592, "step": 10640, "valid_targets_mean": 4529.1, "valid_targets_min": 2872 }, { "epoch": 5.868246968026461, "grad_norm": 0.4196304095844324, "learning_rate": 3.104491520564039e-06, "loss": 0.0629, "loss_nan_ranks": 0, "loss_rank_avg": 0.037202708423137665, "step": 10645, "valid_targets_mean": 3615.2, "valid_targets_min": 2242 }, { "epoch": 5.871003307607497, "grad_norm": 0.4729628638902189, "learning_rate": 3.0897968432135105e-06, "loss": 0.0722, "loss_nan_ranks": 0, "loss_rank_avg": 0.03228700906038284, "step": 10650, "valid_targets_mean": 2017.4, "valid_targets_min": 651 }, { "epoch": 5.873759647188534, "grad_norm": 0.4498390886102797, "learning_rate": 3.0751341141845794e-06, "loss": 0.0834, "loss_nan_ranks": 0, "loss_rank_avg": 0.03738843649625778, "step": 10655, "valid_targets_mean": 3131.8, "valid_targets_min": 740 }, { "epoch": 5.87651598676957, "grad_norm": 0.5100098085486376, "learning_rate": 3.060503361179423e-06, "loss": 0.0851, "loss_nan_ranks": 0, "loss_rank_avg": 0.04666534438729286, "step": 10660, "valid_targets_mean": 3651.6, "valid_targets_min": 3006 }, { "epoch": 5.879272326350606, "grad_norm": 0.32103836741939207, "learning_rate": 3.045904611839827e-06, "loss": 0.0757, "loss_nan_ranks": 0, "loss_rank_avg": 0.026558440178632736, "step": 10665, "valid_targets_mean": 3210.8, "valid_targets_min": 2353 }, { "epoch": 5.882028665931642, "grad_norm": 0.358435990222605, "learning_rate": 3.031337893747095e-06, "loss": 0.0681, "loss_nan_ranks": 0, "loss_rank_avg": 0.03156706690788269, "step": 10670, "valid_targets_mean": 1954.4, "valid_targets_min": 665 }, { "epoch": 5.884785005512679, "grad_norm": 0.545621117516562, "learning_rate": 3.0168032344220165e-06, "loss": 0.0841, "loss_nan_ranks": 0, "loss_rank_avg": 0.04634404182434082, "step": 10675, "valid_targets_mean": 3512.6, "valid_targets_min": 1776 }, { "epoch": 5.887541345093716, "grad_norm": 0.31360884249069826, "learning_rate": 3.0023006613248217e-06, "loss": 0.0606, "loss_nan_ranks": 0, "loss_rank_avg": 0.026722118258476257, "step": 10680, "valid_targets_mean": 4054.6, "valid_targets_min": 3675 }, { "epoch": 5.890297684674752, "grad_norm": 0.3978495124716693, "learning_rate": 2.9878302018551087e-06, "loss": 0.0762, "loss_nan_ranks": 0, "loss_rank_avg": 0.031191488727927208, "step": 10685, "valid_targets_mean": 3238.4, "valid_targets_min": 591 }, { "epoch": 5.893054024255788, "grad_norm": 0.45701549701383903, "learning_rate": 2.9733918833518127e-06, "loss": 0.074, "loss_nan_ranks": 0, "loss_rank_avg": 0.0314142219722271, "step": 10690, "valid_targets_mean": 2646.6, "valid_targets_min": 1011 }, { "epoch": 5.895810363836825, "grad_norm": 0.6547791759688245, "learning_rate": 2.9589857330931404e-06, "loss": 0.0839, "loss_nan_ranks": 0, "loss_rank_avg": 0.07440979033708572, "step": 10695, "valid_targets_mean": 1379.1, "valid_targets_min": 903 }, { "epoch": 5.8985667034178615, "grad_norm": 0.5711936224455019, "learning_rate": 2.9446117782965266e-06, "loss": 0.0784, "loss_nan_ranks": 0, "loss_rank_avg": 0.04029003530740738, "step": 10700, "valid_targets_mean": 2145.4, "valid_targets_min": 693 }, { "epoch": 5.901323042998897, "grad_norm": 0.7047654983684193, "learning_rate": 2.9302700461185707e-06, "loss": 0.0743, "loss_nan_ranks": 0, "loss_rank_avg": 0.050310246646404266, "step": 10705, "valid_targets_mean": 1268.9, "valid_targets_min": 732 }, { "epoch": 5.904079382579933, "grad_norm": 0.38806191006249946, "learning_rate": 2.915960563655014e-06, "loss": 0.0735, "loss_nan_ranks": 0, "loss_rank_avg": 0.02515799179673195, "step": 10710, "valid_targets_mean": 2524.1, "valid_targets_min": 799 }, { "epoch": 5.90683572216097, "grad_norm": 0.3996660795815713, "learning_rate": 2.9016833579406455e-06, "loss": 0.0926, "loss_nan_ranks": 0, "loss_rank_avg": 0.030745767056941986, "step": 10715, "valid_targets_mean": 2966.2, "valid_targets_min": 1012 }, { "epoch": 5.909592061742007, "grad_norm": 0.4331389768915479, "learning_rate": 2.8874384559492897e-06, "loss": 0.0757, "loss_nan_ranks": 0, "loss_rank_avg": 0.03625374287366867, "step": 10720, "valid_targets_mean": 3617.0, "valid_targets_min": 1622 }, { "epoch": 5.912348401323043, "grad_norm": 0.4708020380952445, "learning_rate": 2.8732258845937313e-06, "loss": 0.0644, "loss_nan_ranks": 0, "loss_rank_avg": 0.03645868971943855, "step": 10725, "valid_targets_mean": 3110.0, "valid_targets_min": 1001 }, { "epoch": 5.915104740904079, "grad_norm": 0.6058901397183789, "learning_rate": 2.8590456707256776e-06, "loss": 0.0856, "loss_nan_ranks": 0, "loss_rank_avg": 0.035730600357055664, "step": 10730, "valid_targets_mean": 2685.8, "valid_targets_min": 897 }, { "epoch": 5.917861080485116, "grad_norm": 0.44187183157903265, "learning_rate": 2.8448978411356987e-06, "loss": 0.0795, "loss_nan_ranks": 0, "loss_rank_avg": 0.029674295336008072, "step": 10735, "valid_targets_mean": 3777.6, "valid_targets_min": 3040 }, { "epoch": 5.9206174200661525, "grad_norm": 0.5769625536755545, "learning_rate": 2.830782422553189e-06, "loss": 0.0636, "loss_nan_ranks": 0, "loss_rank_avg": 0.049918919801712036, "step": 10740, "valid_targets_mean": 2964.5, "valid_targets_min": 561 }, { "epoch": 5.9233737596471885, "grad_norm": 0.4225421291765312, "learning_rate": 2.8166994416463023e-06, "loss": 0.0736, "loss_nan_ranks": 0, "loss_rank_avg": 0.04158448427915573, "step": 10745, "valid_targets_mean": 3642.1, "valid_targets_min": 2542 }, { "epoch": 5.926130099228224, "grad_norm": 0.34182282610434084, "learning_rate": 2.802648925021907e-06, "loss": 0.0644, "loss_nan_ranks": 0, "loss_rank_avg": 0.029587846249341965, "step": 10750, "valid_targets_mean": 4175.0, "valid_targets_min": 2983 }, { "epoch": 5.928886438809261, "grad_norm": 0.4030298983239053, "learning_rate": 2.788630899225542e-06, "loss": 0.0593, "loss_nan_ranks": 0, "loss_rank_avg": 0.026005571708083153, "step": 10755, "valid_targets_mean": 2350.6, "valid_targets_min": 615 }, { "epoch": 5.931642778390298, "grad_norm": 0.3316188756851577, "learning_rate": 2.7746453907413616e-06, "loss": 0.0814, "loss_nan_ranks": 0, "loss_rank_avg": 0.028358865529298782, "step": 10760, "valid_targets_mean": 3647.6, "valid_targets_min": 2936 }, { "epoch": 5.934399117971334, "grad_norm": 0.35175168975748267, "learning_rate": 2.760692425992084e-06, "loss": 0.0723, "loss_nan_ranks": 0, "loss_rank_avg": 0.05882719159126282, "step": 10765, "valid_targets_mean": 3372.6, "valid_targets_min": 1532 }, { "epoch": 5.93715545755237, "grad_norm": 0.35484728847109304, "learning_rate": 2.7467720313389402e-06, "loss": 0.0872, "loss_nan_ranks": 0, "loss_rank_avg": 0.021428870037198067, "step": 10770, "valid_targets_mean": 2305.8, "valid_targets_min": 506 }, { "epoch": 5.939911797133407, "grad_norm": 0.3542857495543656, "learning_rate": 2.73288423308163e-06, "loss": 0.0825, "loss_nan_ranks": 0, "loss_rank_avg": 0.02307962253689766, "step": 10775, "valid_targets_mean": 2746.1, "valid_targets_min": 633 }, { "epoch": 5.942668136714444, "grad_norm": 0.4493354379109839, "learning_rate": 2.7190290574582647e-06, "loss": 0.0934, "loss_nan_ranks": 0, "loss_rank_avg": 0.039251022040843964, "step": 10780, "valid_targets_mean": 2745.8, "valid_targets_min": 733 }, { "epoch": 5.9454244762954795, "grad_norm": 0.3804663797837991, "learning_rate": 2.705206530645328e-06, "loss": 0.0627, "loss_nan_ranks": 0, "loss_rank_avg": 0.03265189751982689, "step": 10785, "valid_targets_mean": 3070.9, "valid_targets_min": 489 }, { "epoch": 5.948180815876516, "grad_norm": 0.5449809006075041, "learning_rate": 2.6914166787576167e-06, "loss": 0.0791, "loss_nan_ranks": 0, "loss_rank_avg": 0.03299988433718681, "step": 10790, "valid_targets_mean": 1427.6, "valid_targets_min": 693 }, { "epoch": 5.950937155457552, "grad_norm": 0.391684583688166, "learning_rate": 2.6776595278481955e-06, "loss": 0.0659, "loss_nan_ranks": 0, "loss_rank_avg": 0.027263425290584564, "step": 10795, "valid_targets_mean": 3525.9, "valid_targets_min": 918 }, { "epoch": 5.953693495038589, "grad_norm": 0.6698052431851748, "learning_rate": 2.6639351039083437e-06, "loss": 0.101, "loss_nan_ranks": 0, "loss_rank_avg": 0.04039355367422104, "step": 10800, "valid_targets_mean": 1479.6, "valid_targets_min": 528 }, { "epoch": 5.956449834619625, "grad_norm": 0.5055479242519756, "learning_rate": 2.650243432867521e-06, "loss": 0.1006, "loss_nan_ranks": 0, "loss_rank_avg": 0.05940599739551544, "step": 10805, "valid_targets_mean": 2086.1, "valid_targets_min": 572 }, { "epoch": 5.959206174200662, "grad_norm": 0.45794485923378564, "learning_rate": 2.636584540593299e-06, "loss": 0.072, "loss_nan_ranks": 0, "loss_rank_avg": 0.03799443319439888, "step": 10810, "valid_targets_mean": 3714.4, "valid_targets_min": 2773 }, { "epoch": 5.961962513781698, "grad_norm": 0.49712410654139844, "learning_rate": 2.62295845289132e-06, "loss": 0.0702, "loss_nan_ranks": 0, "loss_rank_avg": 0.033639438450336456, "step": 10815, "valid_targets_mean": 3416.0, "valid_targets_min": 2516 }, { "epoch": 5.964718853362735, "grad_norm": 0.4164178167485395, "learning_rate": 2.6093651955052492e-06, "loss": 0.0694, "loss_nan_ranks": 0, "loss_rank_avg": 0.02712143585085869, "step": 10820, "valid_targets_mean": 2494.9, "valid_targets_min": 965 }, { "epoch": 5.967475192943771, "grad_norm": 0.44136817568036213, "learning_rate": 2.5958047941167296e-06, "loss": 0.0652, "loss_nan_ranks": 0, "loss_rank_avg": 0.028853660449385643, "step": 10825, "valid_targets_mean": 1522.5, "valid_targets_min": 725 }, { "epoch": 5.970231532524807, "grad_norm": 0.9447354054608453, "learning_rate": 2.582277274345324e-06, "loss": 0.0832, "loss_nan_ranks": 0, "loss_rank_avg": 0.05597830191254616, "step": 10830, "valid_targets_mean": 1261.0, "valid_targets_min": 633 }, { "epoch": 5.972987872105843, "grad_norm": 0.3719759318893918, "learning_rate": 2.568782661748479e-06, "loss": 0.0624, "loss_nan_ranks": 0, "loss_rank_avg": 0.029345398768782616, "step": 10835, "valid_targets_mean": 3052.4, "valid_targets_min": 889 }, { "epoch": 5.97574421168688, "grad_norm": 0.4181025419491743, "learning_rate": 2.5553209818214632e-06, "loss": 0.0667, "loss_nan_ranks": 0, "loss_rank_avg": 0.0302704069763422, "step": 10840, "valid_targets_mean": 3543.8, "valid_targets_min": 2396 }, { "epoch": 5.978500551267916, "grad_norm": 0.45783763747084116, "learning_rate": 2.541892259997332e-06, "loss": 0.0669, "loss_nan_ranks": 0, "loss_rank_avg": 0.0308137908577919, "step": 10845, "valid_targets_mean": 3317.0, "valid_targets_min": 981 }, { "epoch": 5.981256890848953, "grad_norm": 0.38192780445207664, "learning_rate": 2.5284965216468617e-06, "loss": 0.0775, "loss_nan_ranks": 0, "loss_rank_avg": 0.034714266657829285, "step": 10850, "valid_targets_mean": 3465.1, "valid_targets_min": 1071 }, { "epoch": 5.984013230429989, "grad_norm": 0.3766852407518425, "learning_rate": 2.5151337920785323e-06, "loss": 0.0638, "loss_nan_ranks": 0, "loss_rank_avg": 0.03589920327067375, "step": 10855, "valid_targets_mean": 4144.0, "valid_targets_min": 757 }, { "epoch": 5.986769570011026, "grad_norm": 0.38851053769215615, "learning_rate": 2.501804096538447e-06, "loss": 0.0672, "loss_nan_ranks": 0, "loss_rank_avg": 0.029379256069660187, "step": 10860, "valid_targets_mean": 1548.0, "valid_targets_min": 504 }, { "epoch": 5.989525909592062, "grad_norm": 0.481536283756934, "learning_rate": 2.4885074602102987e-06, "loss": 0.0851, "loss_nan_ranks": 0, "loss_rank_avg": 0.0747687891125679, "step": 10865, "valid_targets_mean": 2696.8, "valid_targets_min": 775 }, { "epoch": 5.9922822491730985, "grad_norm": 0.402022307999217, "learning_rate": 2.4752439082153235e-06, "loss": 0.141, "loss_nan_ranks": 0, "loss_rank_avg": 0.035179510712623596, "step": 10870, "valid_targets_mean": 3880.9, "valid_targets_min": 2338 }, { "epoch": 5.995038588754134, "grad_norm": 0.46169106398102855, "learning_rate": 2.462013465612254e-06, "loss": 0.0682, "loss_nan_ranks": 0, "loss_rank_avg": 0.037871092557907104, "step": 10875, "valid_targets_mean": 3655.5, "valid_targets_min": 2463 }, { "epoch": 5.997794928335171, "grad_norm": 0.3901519072494221, "learning_rate": 2.4488161573972667e-06, "loss": 0.0669, "loss_nan_ranks": 0, "loss_rank_avg": 0.03265278786420822, "step": 10880, "valid_targets_mean": 3319.2, "valid_targets_min": 2237 }, { "epoch": 6.000551267916207, "grad_norm": 0.8139552711112659, "learning_rate": 2.435652008503939e-06, "loss": 0.1217, "loss_nan_ranks": 0, "loss_rank_avg": 0.0961044505238533, "step": 10885, "valid_targets_mean": 8186.1, "valid_targets_min": 6131 }, { "epoch": 6.003307607497244, "grad_norm": 0.8216833835847769, "learning_rate": 2.422521043803199e-06, "loss": 0.1902, "loss_nan_ranks": 0, "loss_rank_avg": 0.09788983315229416, "step": 10890, "valid_targets_mean": 8564.9, "valid_targets_min": 5974 }, { "epoch": 6.00606394707828, "grad_norm": 0.753340566383063, "learning_rate": 2.4094232881032787e-06, "loss": 0.1727, "loss_nan_ranks": 0, "loss_rank_avg": 0.07500340044498444, "step": 10895, "valid_targets_mean": 3567.1, "valid_targets_min": 287 }, { "epoch": 6.008820286659317, "grad_norm": 0.5740704507294192, "learning_rate": 2.3963587661496713e-06, "loss": 0.1738, "loss_nan_ranks": 0, "loss_rank_avg": 0.08845479041337967, "step": 10900, "valid_targets_mean": 6991.4, "valid_targets_min": 4953 }, { "epoch": 6.011576626240353, "grad_norm": 0.6027464018123886, "learning_rate": 2.383327502625088e-06, "loss": 0.1642, "loss_nan_ranks": 0, "loss_rank_avg": 0.08496417105197906, "step": 10905, "valid_targets_mean": 6929.9, "valid_targets_min": 1449 }, { "epoch": 6.0143329658213895, "grad_norm": 0.4356382360487854, "learning_rate": 2.3703295221493926e-06, "loss": 0.1679, "loss_nan_ranks": 0, "loss_rank_avg": 0.0794033408164978, "step": 10910, "valid_targets_mean": 7335.5, "valid_targets_min": 4961 }, { "epoch": 6.0170893054024255, "grad_norm": 0.5027292448814547, "learning_rate": 2.3573648492795754e-06, "loss": 0.1816, "loss_nan_ranks": 0, "loss_rank_avg": 0.10678911209106445, "step": 10915, "valid_targets_mean": 7028.9, "valid_targets_min": 5952 }, { "epoch": 6.019845644983462, "grad_norm": 0.43543526231902435, "learning_rate": 2.3444335085096957e-06, "loss": 0.1764, "loss_nan_ranks": 0, "loss_rank_avg": 0.09667710214853287, "step": 10920, "valid_targets_mean": 7634.2, "valid_targets_min": 5143 }, { "epoch": 6.022601984564498, "grad_norm": 0.43508565809444527, "learning_rate": 2.33153552427084e-06, "loss": 0.1636, "loss_nan_ranks": 0, "loss_rank_avg": 0.08359694480895996, "step": 10925, "valid_targets_mean": 7079.8, "valid_targets_min": 5316 }, { "epoch": 6.025358324145535, "grad_norm": 0.5006901975015738, "learning_rate": 2.318670920931074e-06, "loss": 0.1512, "loss_nan_ranks": 0, "loss_rank_avg": 0.06941013038158417, "step": 10930, "valid_targets_mean": 4218.1, "valid_targets_min": 151 }, { "epoch": 6.028114663726571, "grad_norm": 0.4219790161021891, "learning_rate": 2.3058397227954e-06, "loss": 0.1589, "loss_nan_ranks": 0, "loss_rank_avg": 0.08445869386196136, "step": 10935, "valid_targets_mean": 7171.6, "valid_targets_min": 4244 }, { "epoch": 6.030871003307608, "grad_norm": 0.3990957315732198, "learning_rate": 2.2930419541057015e-06, "loss": 0.1648, "loss_nan_ranks": 0, "loss_rank_avg": 0.07940733432769775, "step": 10940, "valid_targets_mean": 7214.5, "valid_targets_min": 5799 }, { "epoch": 6.033627342888644, "grad_norm": 0.40926412313904686, "learning_rate": 2.2802776390407087e-06, "loss": 0.1615, "loss_nan_ranks": 0, "loss_rank_avg": 0.08152562379837036, "step": 10945, "valid_targets_mean": 6923.1, "valid_targets_min": 3844 }, { "epoch": 6.036383682469681, "grad_norm": 0.3911568395084352, "learning_rate": 2.2675468017159518e-06, "loss": 0.1603, "loss_nan_ranks": 0, "loss_rank_avg": 0.08510257303714752, "step": 10950, "valid_targets_mean": 6961.0, "valid_targets_min": 5664 }, { "epoch": 6.0391400220507165, "grad_norm": 0.4175588457734751, "learning_rate": 2.2548494661837063e-06, "loss": 0.1541, "loss_nan_ranks": 0, "loss_rank_avg": 0.08557314425706863, "step": 10955, "valid_targets_mean": 6933.6, "valid_targets_min": 4915 }, { "epoch": 6.041896361631753, "grad_norm": 0.4072830273617978, "learning_rate": 2.2421856564329515e-06, "loss": 0.1588, "loss_nan_ranks": 0, "loss_rank_avg": 0.07488608360290527, "step": 10960, "valid_targets_mean": 6407.2, "valid_targets_min": 4966 }, { "epoch": 6.044652701212789, "grad_norm": 0.3802207750916098, "learning_rate": 2.2295553963893313e-06, "loss": 0.1613, "loss_nan_ranks": 0, "loss_rank_avg": 0.0788707435131073, "step": 10965, "valid_targets_mean": 7489.0, "valid_targets_min": 5451 }, { "epoch": 6.047409040793826, "grad_norm": 0.37499240248617777, "learning_rate": 2.2169587099151002e-06, "loss": 0.1569, "loss_nan_ranks": 0, "loss_rank_avg": 0.07427690923213959, "step": 10970, "valid_targets_mean": 7392.1, "valid_targets_min": 5195 }, { "epoch": 6.050165380374862, "grad_norm": 0.4247131373609521, "learning_rate": 2.204395620809088e-06, "loss": 0.1664, "loss_nan_ranks": 0, "loss_rank_avg": 0.10309232771396637, "step": 10975, "valid_targets_mean": 7050.0, "valid_targets_min": 3733 }, { "epoch": 6.052921719955899, "grad_norm": 0.4859770661005047, "learning_rate": 2.191866152806643e-06, "loss": 0.1831, "loss_nan_ranks": 0, "loss_rank_avg": 0.09220490604639053, "step": 10980, "valid_targets_mean": 6038.4, "valid_targets_min": 5143 }, { "epoch": 6.055678059536935, "grad_norm": 0.41202433473228667, "learning_rate": 2.1793703295795998e-06, "loss": 0.1286, "loss_nan_ranks": 0, "loss_rank_avg": 0.07725677639245987, "step": 10985, "valid_targets_mean": 7356.9, "valid_targets_min": 5765 }, { "epoch": 6.058434399117972, "grad_norm": 0.3852750465929006, "learning_rate": 2.1669081747362196e-06, "loss": 0.1547, "loss_nan_ranks": 0, "loss_rank_avg": 0.07314597070217133, "step": 10990, "valid_targets_mean": 7668.2, "valid_targets_min": 4640 }, { "epoch": 6.061190738699008, "grad_norm": 0.41501665428931866, "learning_rate": 2.1544797118211604e-06, "loss": 0.1569, "loss_nan_ranks": 0, "loss_rank_avg": 0.08686096966266632, "step": 10995, "valid_targets_mean": 7774.5, "valid_targets_min": 5483 }, { "epoch": 6.063947078280044, "grad_norm": 0.4222019819678538, "learning_rate": 2.1420849643154294e-06, "loss": 0.1645, "loss_nan_ranks": 0, "loss_rank_avg": 0.07948994636535645, "step": 11000, "valid_targets_mean": 7311.8, "valid_targets_min": 6424 }, { "epoch": 6.06670341786108, "grad_norm": 0.4066041233934624, "learning_rate": 2.129723955636329e-06, "loss": 0.1595, "loss_nan_ranks": 0, "loss_rank_avg": 0.07008326053619385, "step": 11005, "valid_targets_mean": 6788.4, "valid_targets_min": 4371 }, { "epoch": 6.069459757442117, "grad_norm": 0.3830746989318652, "learning_rate": 2.1173967091374227e-06, "loss": 0.1579, "loss_nan_ranks": 0, "loss_rank_avg": 0.06926591694355011, "step": 11010, "valid_targets_mean": 7830.8, "valid_targets_min": 5371 }, { "epoch": 6.072216097023153, "grad_norm": 0.36184386986403333, "learning_rate": 2.105103248108482e-06, "loss": 0.1392, "loss_nan_ranks": 0, "loss_rank_avg": 0.0650649145245552, "step": 11015, "valid_targets_mean": 8286.8, "valid_targets_min": 4818 }, { "epoch": 6.07497243660419, "grad_norm": 0.35168990165997804, "learning_rate": 2.0928435957754557e-06, "loss": 0.1414, "loss_nan_ranks": 0, "loss_rank_avg": 0.05969775468111038, "step": 11020, "valid_targets_mean": 7339.1, "valid_targets_min": 5995 }, { "epoch": 6.077728776185226, "grad_norm": 0.42449203156193316, "learning_rate": 2.080617775300413e-06, "loss": 0.1455, "loss_nan_ranks": 0, "loss_rank_avg": 0.0784744918346405, "step": 11025, "valid_targets_mean": 6405.4, "valid_targets_min": 4206 }, { "epoch": 6.080485115766263, "grad_norm": 1.1642498569394675, "learning_rate": 2.0684258097815047e-06, "loss": 0.1416, "loss_nan_ranks": 0, "loss_rank_avg": 0.03938277065753937, "step": 11030, "valid_targets_mean": 246.4, "valid_targets_min": 136 }, { "epoch": 6.083241455347299, "grad_norm": 0.4097688700253261, "learning_rate": 2.0562677222529204e-06, "loss": 0.1634, "loss_nan_ranks": 0, "loss_rank_avg": 0.07718682289123535, "step": 11035, "valid_targets_mean": 6778.4, "valid_targets_min": 5133 }, { "epoch": 6.0859977949283355, "grad_norm": 0.48269327719049643, "learning_rate": 2.0441435356848436e-06, "loss": 0.1701, "loss_nan_ranks": 0, "loss_rank_avg": 0.08896273374557495, "step": 11040, "valid_targets_mean": 6963.0, "valid_targets_min": 5072 }, { "epoch": 6.088754134509371, "grad_norm": 0.42928980143660495, "learning_rate": 2.0320532729834187e-06, "loss": 0.1669, "loss_nan_ranks": 0, "loss_rank_avg": 0.08975011855363846, "step": 11045, "valid_targets_mean": 6662.5, "valid_targets_min": 5036 }, { "epoch": 6.091510474090408, "grad_norm": 0.4438270722010837, "learning_rate": 2.019996956990682e-06, "loss": 0.1635, "loss_nan_ranks": 0, "loss_rank_avg": 0.09847986698150635, "step": 11050, "valid_targets_mean": 7389.0, "valid_targets_min": 5546 }, { "epoch": 6.094266813671444, "grad_norm": 0.40160285257645645, "learning_rate": 2.0079746104845445e-06, "loss": 0.1592, "loss_nan_ranks": 0, "loss_rank_avg": 0.08063308894634247, "step": 11055, "valid_targets_mean": 7507.0, "valid_targets_min": 5051 }, { "epoch": 6.097023153252481, "grad_norm": 0.5129852689298762, "learning_rate": 1.9959862561787347e-06, "loss": 0.1646, "loss_nan_ranks": 0, "loss_rank_avg": 0.07456132024526596, "step": 11060, "valid_targets_mean": 7192.6, "valid_targets_min": 5809 }, { "epoch": 6.099779492833517, "grad_norm": 0.39847737310881465, "learning_rate": 1.984031916722762e-06, "loss": 0.1595, "loss_nan_ranks": 0, "loss_rank_avg": 0.079062819480896, "step": 11065, "valid_targets_mean": 7255.8, "valid_targets_min": 5119 }, { "epoch": 6.102535832414554, "grad_norm": 0.42213307776809994, "learning_rate": 1.972111614701873e-06, "loss": 0.1682, "loss_nan_ranks": 0, "loss_rank_avg": 0.077930748462677, "step": 11070, "valid_targets_mean": 6710.9, "valid_targets_min": 4029 }, { "epoch": 6.10529217199559, "grad_norm": 0.47903337190828876, "learning_rate": 1.9602253726370056e-06, "loss": 0.1629, "loss_nan_ranks": 0, "loss_rank_avg": 0.08942839503288269, "step": 11075, "valid_targets_mean": 6299.6, "valid_targets_min": 5464 }, { "epoch": 6.1080485115766265, "grad_norm": 0.421532761083628, "learning_rate": 1.9483732129847466e-06, "loss": 0.1641, "loss_nan_ranks": 0, "loss_rank_avg": 0.07850450277328491, "step": 11080, "valid_targets_mean": 6239.8, "valid_targets_min": 4663 }, { "epoch": 6.1108048511576625, "grad_norm": 0.4439673204885292, "learning_rate": 1.9365551581372964e-06, "loss": 0.1607, "loss_nan_ranks": 0, "loss_rank_avg": 0.08328081667423248, "step": 11085, "valid_targets_mean": 5759.1, "valid_targets_min": 4989 }, { "epoch": 6.113561190738699, "grad_norm": 0.4743079148411868, "learning_rate": 1.924771230422413e-06, "loss": 0.1527, "loss_nan_ranks": 0, "loss_rank_avg": 0.06001581251621246, "step": 11090, "valid_targets_mean": 3368.0, "valid_targets_min": 2264 }, { "epoch": 6.116317530319735, "grad_norm": 0.4277594069452669, "learning_rate": 1.913021452103392e-06, "loss": 0.1323, "loss_nan_ranks": 0, "loss_rank_avg": 0.07851102203130722, "step": 11095, "valid_targets_mean": 6208.5, "valid_targets_min": 5061 }, { "epoch": 6.119073869900772, "grad_norm": 0.41966840543183376, "learning_rate": 1.901305845378998e-06, "loss": 0.1584, "loss_nan_ranks": 0, "loss_rank_avg": 0.08095232397317886, "step": 11100, "valid_targets_mean": 6299.4, "valid_targets_min": 4566 }, { "epoch": 6.121830209481808, "grad_norm": 0.42717286152477624, "learning_rate": 1.8896244323834412e-06, "loss": 0.1579, "loss_nan_ranks": 0, "loss_rank_avg": 0.08530595153570175, "step": 11105, "valid_targets_mean": 7560.9, "valid_targets_min": 4931 }, { "epoch": 6.124586549062845, "grad_norm": 0.408159752482954, "learning_rate": 1.877977235186328e-06, "loss": 0.1579, "loss_nan_ranks": 0, "loss_rank_avg": 0.06795749813318253, "step": 11110, "valid_targets_mean": 5546.4, "valid_targets_min": 4426 }, { "epoch": 6.127342888643881, "grad_norm": 0.43968386974912516, "learning_rate": 1.8663642757926227e-06, "loss": 0.1583, "loss_nan_ranks": 0, "loss_rank_avg": 0.07765524089336395, "step": 11115, "valid_targets_mean": 5400.6, "valid_targets_min": 4401 }, { "epoch": 6.130099228224918, "grad_norm": 0.42043336766184386, "learning_rate": 1.8547855761426014e-06, "loss": 0.1611, "loss_nan_ranks": 0, "loss_rank_avg": 0.08248654752969742, "step": 11120, "valid_targets_mean": 6330.9, "valid_targets_min": 5178 }, { "epoch": 6.1328555678059535, "grad_norm": 0.4279032315513361, "learning_rate": 1.843241158111817e-06, "loss": 0.1617, "loss_nan_ranks": 0, "loss_rank_avg": 0.07567909359931946, "step": 11125, "valid_targets_mean": 5793.9, "valid_targets_min": 5097 }, { "epoch": 6.13561190738699, "grad_norm": 0.7114816228670157, "learning_rate": 1.8317310435110535e-06, "loss": 0.1218, "loss_nan_ranks": 0, "loss_rank_avg": 0.07074061036109924, "step": 11130, "valid_targets_mean": 1627.8, "valid_targets_min": 136 }, { "epoch": 6.138368246968026, "grad_norm": 0.4171344468528038, "learning_rate": 1.820255254086285e-06, "loss": 0.1553, "loss_nan_ranks": 0, "loss_rank_avg": 0.08032190054655075, "step": 11135, "valid_targets_mean": 6442.6, "valid_targets_min": 4719 }, { "epoch": 6.141124586549063, "grad_norm": 0.3998645585287632, "learning_rate": 1.8088138115186304e-06, "loss": 0.155, "loss_nan_ranks": 0, "loss_rank_avg": 0.0855802595615387, "step": 11140, "valid_targets_mean": 7150.1, "valid_targets_min": 5326 }, { "epoch": 6.143880926130099, "grad_norm": 0.40710182345280616, "learning_rate": 1.7974067374243298e-06, "loss": 0.1624, "loss_nan_ranks": 0, "loss_rank_avg": 0.08003983646631241, "step": 11145, "valid_targets_mean": 7101.2, "valid_targets_min": 4056 }, { "epoch": 6.146637265711136, "grad_norm": 0.4079946513826592, "learning_rate": 1.786034053354684e-06, "loss": 0.1538, "loss_nan_ranks": 0, "loss_rank_avg": 0.07565173506736755, "step": 11150, "valid_targets_mean": 6992.9, "valid_targets_min": 4903 }, { "epoch": 6.149393605292172, "grad_norm": 0.4432797950815951, "learning_rate": 1.7746957807960141e-06, "loss": 0.1503, "loss_nan_ranks": 0, "loss_rank_avg": 0.0809486135840416, "step": 11155, "valid_targets_mean": 5869.9, "valid_targets_min": 4747 }, { "epoch": 6.152149944873209, "grad_norm": 0.44677870469753533, "learning_rate": 1.763391941169641e-06, "loss": 0.1574, "loss_nan_ranks": 0, "loss_rank_avg": 0.08046580851078033, "step": 11160, "valid_targets_mean": 6258.1, "valid_targets_min": 4588 }, { "epoch": 6.154906284454245, "grad_norm": 0.8477875436560176, "learning_rate": 1.7521225558318212e-06, "loss": 0.1554, "loss_nan_ranks": 0, "loss_rank_avg": 0.059198521077632904, "step": 11165, "valid_targets_mean": 1159.1, "valid_targets_min": 787 }, { "epoch": 6.157662624035281, "grad_norm": 0.7816434235496538, "learning_rate": 1.7408876460737234e-06, "loss": 0.1417, "loss_nan_ranks": 0, "loss_rank_avg": 0.06842900812625885, "step": 11170, "valid_targets_mean": 1495.9, "valid_targets_min": 956 }, { "epoch": 6.160418963616317, "grad_norm": 0.7138840414387904, "learning_rate": 1.7296872331213776e-06, "loss": 0.1309, "loss_nan_ranks": 0, "loss_rank_avg": 0.0593431293964386, "step": 11175, "valid_targets_mean": 1366.0, "valid_targets_min": 795 }, { "epoch": 6.163175303197354, "grad_norm": 0.817140250047042, "learning_rate": 1.7185213381356414e-06, "loss": 0.1306, "loss_nan_ranks": 0, "loss_rank_avg": 0.06614295393228531, "step": 11180, "valid_targets_mean": 1429.9, "valid_targets_min": 696 }, { "epoch": 6.16593164277839, "grad_norm": 0.7603975523380472, "learning_rate": 1.7073899822121532e-06, "loss": 0.1326, "loss_nan_ranks": 0, "loss_rank_avg": 0.06398025155067444, "step": 11185, "valid_targets_mean": 1574.1, "valid_targets_min": 637 }, { "epoch": 6.168687982359427, "grad_norm": 0.6944260352926153, "learning_rate": 1.6962931863813103e-06, "loss": 0.128, "loss_nan_ranks": 0, "loss_rank_avg": 0.06333683431148529, "step": 11190, "valid_targets_mean": 1737.8, "valid_targets_min": 723 }, { "epoch": 6.171444321940463, "grad_norm": 0.7511518496646499, "learning_rate": 1.6852309716082027e-06, "loss": 0.1318, "loss_nan_ranks": 0, "loss_rank_avg": 0.05191802233457565, "step": 11195, "valid_targets_mean": 1306.0, "valid_targets_min": 760 }, { "epoch": 6.1742006615215, "grad_norm": 0.8365524259933473, "learning_rate": 1.6742033587925921e-06, "loss": 0.1164, "loss_nan_ranks": 0, "loss_rank_avg": 0.06547710299491882, "step": 11200, "valid_targets_mean": 1363.9, "valid_targets_min": 711 }, { "epoch": 6.176957001102536, "grad_norm": 0.7699685231852054, "learning_rate": 1.6632103687688617e-06, "loss": 0.1357, "loss_nan_ranks": 0, "loss_rank_avg": 0.06085358187556267, "step": 11205, "valid_targets_mean": 1488.0, "valid_targets_min": 866 }, { "epoch": 6.1797133406835725, "grad_norm": 0.8051575683922286, "learning_rate": 1.652252022305989e-06, "loss": 0.1296, "loss_nan_ranks": 0, "loss_rank_avg": 0.07382594794034958, "step": 11210, "valid_targets_mean": 1986.4, "valid_targets_min": 788 }, { "epoch": 6.182469680264608, "grad_norm": 0.835449958961355, "learning_rate": 1.6413283401074975e-06, "loss": 0.1208, "loss_nan_ranks": 0, "loss_rank_avg": 0.0608520545065403, "step": 11215, "valid_targets_mean": 1518.4, "valid_targets_min": 895 }, { "epoch": 6.185226019845645, "grad_norm": 0.7438098872774863, "learning_rate": 1.6304393428114185e-06, "loss": 0.1257, "loss_nan_ranks": 0, "loss_rank_avg": 0.06338074803352356, "step": 11220, "valid_targets_mean": 1784.0, "valid_targets_min": 1005 }, { "epoch": 6.187982359426681, "grad_norm": 0.7136049137126398, "learning_rate": 1.6195850509902534e-06, "loss": 0.121, "loss_nan_ranks": 0, "loss_rank_avg": 0.05041872337460518, "step": 11225, "valid_targets_mean": 1389.1, "valid_targets_min": 716 }, { "epoch": 6.190738699007718, "grad_norm": 0.7970816192388164, "learning_rate": 1.6087654851509339e-06, "loss": 0.1131, "loss_nan_ranks": 0, "loss_rank_avg": 0.04992698132991791, "step": 11230, "valid_targets_mean": 1125.1, "valid_targets_min": 658 }, { "epoch": 6.193495038588754, "grad_norm": 0.777624346239686, "learning_rate": 1.597980665734784e-06, "loss": 0.1129, "loss_nan_ranks": 0, "loss_rank_avg": 0.055556513369083405, "step": 11235, "valid_targets_mean": 1460.8, "valid_targets_min": 639 }, { "epoch": 6.196251378169791, "grad_norm": 0.7838459882133969, "learning_rate": 1.5872306131174896e-06, "loss": 0.1183, "loss_nan_ranks": 0, "loss_rank_avg": 0.04152761399745941, "step": 11240, "valid_targets_mean": 1127.0, "valid_targets_min": 764 }, { "epoch": 6.199007717750827, "grad_norm": 0.8438034097882097, "learning_rate": 1.5765153476090444e-06, "loss": 0.1255, "loss_nan_ranks": 0, "loss_rank_avg": 0.053877003490924835, "step": 11245, "valid_targets_mean": 1318.9, "valid_targets_min": 629 }, { "epoch": 6.2017640573318635, "grad_norm": 0.9607418166307967, "learning_rate": 1.5658348894537167e-06, "loss": 0.1286, "loss_nan_ranks": 0, "loss_rank_avg": 0.0717051550745964, "step": 11250, "valid_targets_mean": 1605.4, "valid_targets_min": 622 }, { "epoch": 6.2045203969128995, "grad_norm": 0.7672895497178146, "learning_rate": 1.5551892588300188e-06, "loss": 0.1204, "loss_nan_ranks": 0, "loss_rank_avg": 0.04917332902550697, "step": 11255, "valid_targets_mean": 1396.2, "valid_targets_min": 939 }, { "epoch": 6.207276736493936, "grad_norm": 0.7673931974992443, "learning_rate": 1.5445784758506599e-06, "loss": 0.1226, "loss_nan_ranks": 0, "loss_rank_avg": 0.05353057384490967, "step": 11260, "valid_targets_mean": 1333.2, "valid_targets_min": 775 }, { "epoch": 6.210033076074972, "grad_norm": 1.008305635626877, "learning_rate": 1.5340025605625152e-06, "loss": 0.123, "loss_nan_ranks": 0, "loss_rank_avg": 0.06336316466331482, "step": 11265, "valid_targets_mean": 1520.2, "valid_targets_min": 620 }, { "epoch": 6.212789415656009, "grad_norm": 0.8082642551206577, "learning_rate": 1.523461532946584e-06, "loss": 0.1216, "loss_nan_ranks": 0, "loss_rank_avg": 0.060453642159700394, "step": 11270, "valid_targets_mean": 1436.1, "valid_targets_min": 690 }, { "epoch": 6.215545755237045, "grad_norm": 0.7834092473524754, "learning_rate": 1.5129554129179514e-06, "loss": 0.1164, "loss_nan_ranks": 0, "loss_rank_avg": 0.03289002925157547, "step": 11275, "valid_targets_mean": 846.4, "valid_targets_min": 610 }, { "epoch": 6.218302094818082, "grad_norm": 0.9179313652337541, "learning_rate": 1.5024842203257506e-06, "loss": 0.114, "loss_nan_ranks": 0, "loss_rank_avg": 0.062398478388786316, "step": 11280, "valid_targets_mean": 1519.8, "valid_targets_min": 792 }, { "epoch": 6.221058434399118, "grad_norm": 0.7299948986571572, "learning_rate": 1.4920479749531302e-06, "loss": 0.1137, "loss_nan_ranks": 0, "loss_rank_avg": 0.06160613149404526, "step": 11285, "valid_targets_mean": 1771.8, "valid_targets_min": 561 }, { "epoch": 6.223814773980155, "grad_norm": 0.7369697313938885, "learning_rate": 1.4816466965172094e-06, "loss": 0.1184, "loss_nan_ranks": 0, "loss_rank_avg": 0.06131540611386299, "step": 11290, "valid_targets_mean": 1734.2, "valid_targets_min": 1336 }, { "epoch": 6.2265711135611905, "grad_norm": 0.8619978796089565, "learning_rate": 1.4712804046690466e-06, "loss": 0.1205, "loss_nan_ranks": 0, "loss_rank_avg": 0.07115498185157776, "step": 11295, "valid_targets_mean": 1868.2, "valid_targets_min": 1103 }, { "epoch": 6.229327453142227, "grad_norm": 0.8195687993482541, "learning_rate": 1.460949118993602e-06, "loss": 0.1262, "loss_nan_ranks": 0, "loss_rank_avg": 0.05849746614694595, "step": 11300, "valid_targets_mean": 1414.5, "valid_targets_min": 677 }, { "epoch": 6.232083792723263, "grad_norm": 0.8033301430434138, "learning_rate": 1.4506528590096957e-06, "loss": 0.1145, "loss_nan_ranks": 0, "loss_rank_avg": 0.07568148523569107, "step": 11305, "valid_targets_mean": 1962.0, "valid_targets_min": 978 }, { "epoch": 6.2348401323043, "grad_norm": 0.8056431643167312, "learning_rate": 1.4403916441699762e-06, "loss": 0.1203, "loss_nan_ranks": 0, "loss_rank_avg": 0.057772550731897354, "step": 11310, "valid_targets_mean": 1562.5, "valid_targets_min": 935 }, { "epoch": 6.237596471885336, "grad_norm": 0.8264655064638785, "learning_rate": 1.43016549386088e-06, "loss": 0.1179, "loss_nan_ranks": 0, "loss_rank_avg": 0.0661739706993103, "step": 11315, "valid_targets_mean": 1639.5, "valid_targets_min": 803 }, { "epoch": 6.240352811466373, "grad_norm": 0.8038392873312592, "learning_rate": 1.419974427402595e-06, "loss": 0.121, "loss_nan_ranks": 0, "loss_rank_avg": 0.057862259447574615, "step": 11320, "valid_targets_mean": 1568.8, "valid_targets_min": 1015 }, { "epoch": 6.243109151047409, "grad_norm": 0.8045691261312088, "learning_rate": 1.4098184640490331e-06, "loss": 0.114, "loss_nan_ranks": 0, "loss_rank_avg": 0.048569343984127045, "step": 11325, "valid_targets_mean": 1119.9, "valid_targets_min": 881 }, { "epoch": 6.245865490628446, "grad_norm": 0.7407317637917925, "learning_rate": 1.3996976229877768e-06, "loss": 0.1116, "loss_nan_ranks": 0, "loss_rank_avg": 0.06087819114327431, "step": 11330, "valid_targets_mean": 1812.2, "valid_targets_min": 1167 }, { "epoch": 6.248621830209482, "grad_norm": 0.8471710050745777, "learning_rate": 1.3896119233400595e-06, "loss": 0.107, "loss_nan_ranks": 0, "loss_rank_avg": 0.055279236286878586, "step": 11335, "valid_targets_mean": 1413.4, "valid_targets_min": 676 }, { "epoch": 6.251378169790518, "grad_norm": 0.8442180157205643, "learning_rate": 1.3795613841607148e-06, "loss": 0.117, "loss_nan_ranks": 0, "loss_rank_avg": 0.046165142208337784, "step": 11340, "valid_targets_mean": 1048.5, "valid_targets_min": 675 }, { "epoch": 6.254134509371554, "grad_norm": 0.757545564874326, "learning_rate": 1.369546024438153e-06, "loss": 0.1133, "loss_nan_ranks": 0, "loss_rank_avg": 0.052129071205854416, "step": 11345, "valid_targets_mean": 1424.6, "valid_targets_min": 793 }, { "epoch": 6.256890848952591, "grad_norm": 0.7796226939132678, "learning_rate": 1.3595658630943186e-06, "loss": 0.115, "loss_nan_ranks": 0, "loss_rank_avg": 0.0571492537856102, "step": 11350, "valid_targets_mean": 1482.8, "valid_targets_min": 741 }, { "epoch": 6.259647188533627, "grad_norm": 0.8386128191654393, "learning_rate": 1.34962091898466e-06, "loss": 0.1126, "loss_nan_ranks": 0, "loss_rank_avg": 0.06870017200708389, "step": 11355, "valid_targets_mean": 1727.5, "valid_targets_min": 740 }, { "epoch": 6.262403528114664, "grad_norm": 1.2480903710158788, "learning_rate": 1.3397112108980826e-06, "loss": 0.119, "loss_nan_ranks": 0, "loss_rank_avg": 0.0706290602684021, "step": 11360, "valid_targets_mean": 1706.5, "valid_targets_min": 1154 }, { "epoch": 6.2651598676957, "grad_norm": 0.8023820827103393, "learning_rate": 1.329836757556926e-06, "loss": 0.1073, "loss_nan_ranks": 0, "loss_rank_avg": 0.06883151829242706, "step": 11365, "valid_targets_mean": 1717.0, "valid_targets_min": 858 }, { "epoch": 6.267916207276737, "grad_norm": 0.8540060008332424, "learning_rate": 1.3199975776169183e-06, "loss": 0.1208, "loss_nan_ranks": 0, "loss_rank_avg": 0.06844878196716309, "step": 11370, "valid_targets_mean": 1628.0, "valid_targets_min": 1018 }, { "epoch": 6.270672546857773, "grad_norm": 0.7553979795561787, "learning_rate": 1.3101936896671562e-06, "loss": 0.118, "loss_nan_ranks": 0, "loss_rank_avg": 0.04996376112103462, "step": 11375, "valid_targets_mean": 1371.6, "valid_targets_min": 1053 }, { "epoch": 6.2734288864388095, "grad_norm": 0.8853317840379998, "learning_rate": 1.3004251122300481e-06, "loss": 0.1242, "loss_nan_ranks": 0, "loss_rank_avg": 0.060767095535993576, "step": 11380, "valid_targets_mean": 1571.4, "valid_targets_min": 617 }, { "epoch": 6.276185226019845, "grad_norm": 0.754762050968365, "learning_rate": 1.2906918637612975e-06, "loss": 0.109, "loss_nan_ranks": 0, "loss_rank_avg": 0.06336519122123718, "step": 11385, "valid_targets_mean": 1611.0, "valid_targets_min": 626 }, { "epoch": 6.278941565600882, "grad_norm": 0.8842397384135064, "learning_rate": 1.2809939626498547e-06, "loss": 0.1134, "loss_nan_ranks": 0, "loss_rank_avg": 0.06171749532222748, "step": 11390, "valid_targets_mean": 1875.5, "valid_targets_min": 1166 }, { "epoch": 6.281697905181918, "grad_norm": 0.8212158933239772, "learning_rate": 1.2713314272178967e-06, "loss": 0.1132, "loss_nan_ranks": 0, "loss_rank_avg": 0.05758538842201233, "step": 11395, "valid_targets_mean": 1362.9, "valid_targets_min": 696 }, { "epoch": 6.284454244762955, "grad_norm": 0.807746941011723, "learning_rate": 1.2617042757207787e-06, "loss": 0.1074, "loss_nan_ranks": 0, "loss_rank_avg": 0.0454978346824646, "step": 11400, "valid_targets_mean": 1171.2, "valid_targets_min": 678 }, { "epoch": 6.287210584343991, "grad_norm": 0.8285847351702328, "learning_rate": 1.2521125263470046e-06, "loss": 0.1094, "loss_nan_ranks": 0, "loss_rank_avg": 0.057846799492836, "step": 11405, "valid_targets_mean": 1548.8, "valid_targets_min": 502 }, { "epoch": 6.289966923925028, "grad_norm": 0.7599152204606122, "learning_rate": 1.2425561972181987e-06, "loss": 0.112, "loss_nan_ranks": 0, "loss_rank_avg": 0.061956629157066345, "step": 11410, "valid_targets_mean": 1877.4, "valid_targets_min": 1330 }, { "epoch": 6.292723263506064, "grad_norm": 0.7727349638970457, "learning_rate": 1.2330353063890588e-06, "loss": 0.1114, "loss_nan_ranks": 0, "loss_rank_avg": 0.04131048917770386, "step": 11415, "valid_targets_mean": 1301.9, "valid_targets_min": 659 }, { "epoch": 6.2954796030871005, "grad_norm": 0.856138903436397, "learning_rate": 1.223549871847336e-06, "loss": 0.1149, "loss_nan_ranks": 0, "loss_rank_avg": 0.045268163084983826, "step": 11420, "valid_targets_mean": 1325.8, "valid_targets_min": 955 }, { "epoch": 6.2982359426681365, "grad_norm": 0.7558641470758759, "learning_rate": 1.2140999115137953e-06, "loss": 0.1062, "loss_nan_ranks": 0, "loss_rank_avg": 0.044058140367269516, "step": 11425, "valid_targets_mean": 1461.5, "valid_targets_min": 962 }, { "epoch": 6.300992282249173, "grad_norm": 0.8326308589565506, "learning_rate": 1.2046854432421706e-06, "loss": 0.1156, "loss_nan_ranks": 0, "loss_rank_avg": 0.05293414741754532, "step": 11430, "valid_targets_mean": 1423.1, "valid_targets_min": 792 }, { "epoch": 6.303748621830209, "grad_norm": 0.8355811923809932, "learning_rate": 1.1953064848191497e-06, "loss": 0.1091, "loss_nan_ranks": 0, "loss_rank_avg": 0.06813247501850128, "step": 11435, "valid_targets_mean": 1629.1, "valid_targets_min": 916 }, { "epoch": 6.306504961411246, "grad_norm": 0.8016395068939323, "learning_rate": 1.1859630539643297e-06, "loss": 0.114, "loss_nan_ranks": 0, "loss_rank_avg": 0.04623547941446304, "step": 11440, "valid_targets_mean": 1243.4, "valid_targets_min": 871 }, { "epoch": 6.309261300992282, "grad_norm": 0.8506172960165423, "learning_rate": 1.176655168330183e-06, "loss": 0.1137, "loss_nan_ranks": 0, "loss_rank_avg": 0.05749363824725151, "step": 11445, "valid_targets_mean": 1896.4, "valid_targets_min": 1216 }, { "epoch": 6.312017640573319, "grad_norm": 0.8454401526137229, "learning_rate": 1.167382845502032e-06, "loss": 0.1015, "loss_nan_ranks": 0, "loss_rank_avg": 0.04869765043258667, "step": 11450, "valid_targets_mean": 1387.0, "valid_targets_min": 711 }, { "epoch": 6.314773980154355, "grad_norm": 0.8421950673667783, "learning_rate": 1.1581461029980078e-06, "loss": 0.1091, "loss_nan_ranks": 0, "loss_rank_avg": 0.054183073341846466, "step": 11455, "valid_targets_mean": 1290.0, "valid_targets_min": 602 }, { "epoch": 6.317530319735392, "grad_norm": 0.7680387413960023, "learning_rate": 1.148944958269016e-06, "loss": 0.1169, "loss_nan_ranks": 0, "loss_rank_avg": 0.041217636317014694, "step": 11460, "valid_targets_mean": 1410.0, "valid_targets_min": 745 }, { "epoch": 6.3202866593164275, "grad_norm": 0.875541457448063, "learning_rate": 1.1397794286987107e-06, "loss": 0.1062, "loss_nan_ranks": 0, "loss_rank_avg": 0.046386100351810455, "step": 11465, "valid_targets_mean": 1057.5, "valid_targets_min": 722 }, { "epoch": 6.323042998897464, "grad_norm": 0.7746842236082632, "learning_rate": 1.1306495316034648e-06, "loss": 0.1115, "loss_nan_ranks": 0, "loss_rank_avg": 0.06386857479810715, "step": 11470, "valid_targets_mean": 1625.4, "valid_targets_min": 1323 }, { "epoch": 6.3257993384785, "grad_norm": 0.7790673476639862, "learning_rate": 1.1215552842323208e-06, "loss": 0.1141, "loss_nan_ranks": 0, "loss_rank_avg": 0.05024179816246033, "step": 11475, "valid_targets_mean": 1408.6, "valid_targets_min": 901 }, { "epoch": 6.328555678059537, "grad_norm": 0.8100644666948812, "learning_rate": 1.1124967037669764e-06, "loss": 0.1119, "loss_nan_ranks": 0, "loss_rank_avg": 0.05275323987007141, "step": 11480, "valid_targets_mean": 1553.9, "valid_targets_min": 802 }, { "epoch": 6.331312017640573, "grad_norm": 0.8629408449981302, "learning_rate": 1.1034738073217356e-06, "loss": 0.1127, "loss_nan_ranks": 0, "loss_rank_avg": 0.05800532549619675, "step": 11485, "valid_targets_mean": 1436.0, "valid_targets_min": 1078 }, { "epoch": 6.33406835722161, "grad_norm": 0.8512344310170323, "learning_rate": 1.0944866119434948e-06, "loss": 0.108, "loss_nan_ranks": 0, "loss_rank_avg": 0.04837712645530701, "step": 11490, "valid_targets_mean": 1443.0, "valid_targets_min": 1258 }, { "epoch": 6.336824696802646, "grad_norm": 0.8308390613316642, "learning_rate": 1.0855351346116927e-06, "loss": 0.1128, "loss_nan_ranks": 0, "loss_rank_avg": 0.05595929175615311, "step": 11495, "valid_targets_mean": 1482.1, "valid_targets_min": 843 }, { "epoch": 6.339581036383683, "grad_norm": 0.8916099423962629, "learning_rate": 1.0766193922382895e-06, "loss": 0.1096, "loss_nan_ranks": 0, "loss_rank_avg": 0.054496049880981445, "step": 11500, "valid_targets_mean": 1415.9, "valid_targets_min": 666 }, { "epoch": 6.342337375964719, "grad_norm": 0.9092783184100754, "learning_rate": 1.0677394016677333e-06, "loss": 0.1167, "loss_nan_ranks": 0, "loss_rank_avg": 0.06710590422153473, "step": 11505, "valid_targets_mean": 1815.6, "valid_targets_min": 1039 }, { "epoch": 6.345093715545755, "grad_norm": 0.8333995636996362, "learning_rate": 1.058895179676922e-06, "loss": 0.1143, "loss_nan_ranks": 0, "loss_rank_avg": 0.04844500124454498, "step": 11510, "valid_targets_mean": 1323.5, "valid_targets_min": 775 }, { "epoch": 6.347850055126791, "grad_norm": 0.9487824978086212, "learning_rate": 1.050086742975176e-06, "loss": 0.1128, "loss_nan_ranks": 0, "loss_rank_avg": 0.059179145842790604, "step": 11515, "valid_targets_mean": 1817.0, "valid_targets_min": 1280 }, { "epoch": 6.350606394707828, "grad_norm": 0.8311738815150421, "learning_rate": 1.0413141082042167e-06, "loss": 0.1071, "loss_nan_ranks": 0, "loss_rank_avg": 0.04196677356958389, "step": 11520, "valid_targets_mean": 922.0, "valid_targets_min": 619 }, { "epoch": 6.353362734288864, "grad_norm": 0.806357576655406, "learning_rate": 1.0325772919381127e-06, "loss": 0.1075, "loss_nan_ranks": 0, "loss_rank_avg": 0.04718027636408806, "step": 11525, "valid_targets_mean": 1475.8, "valid_targets_min": 655 }, { "epoch": 6.356119073869901, "grad_norm": 0.8356477608303491, "learning_rate": 1.0238763106832694e-06, "loss": 0.1083, "loss_nan_ranks": 0, "loss_rank_avg": 0.04415200650691986, "step": 11530, "valid_targets_mean": 1410.9, "valid_targets_min": 694 }, { "epoch": 6.358875413450937, "grad_norm": 0.8301058780419746, "learning_rate": 1.015211180878386e-06, "loss": 0.1045, "loss_nan_ranks": 0, "loss_rank_avg": 0.049798063933849335, "step": 11535, "valid_targets_mean": 1651.0, "valid_targets_min": 814 }, { "epoch": 6.361631753031974, "grad_norm": 0.8315130749302949, "learning_rate": 1.0065819188944247e-06, "loss": 0.1037, "loss_nan_ranks": 0, "loss_rank_avg": 0.04856701195240021, "step": 11540, "valid_targets_mean": 1547.8, "valid_targets_min": 849 }, { "epoch": 6.36438809261301, "grad_norm": 0.807277165113739, "learning_rate": 9.97988541034589e-07, "loss": 0.1065, "loss_nan_ranks": 0, "loss_rank_avg": 0.0515897162258625, "step": 11545, "valid_targets_mean": 1349.2, "valid_targets_min": 746 }, { "epoch": 6.3671444321940465, "grad_norm": 0.7909631249430272, "learning_rate": 9.894310635342852e-07, "loss": 0.1163, "loss_nan_ranks": 0, "loss_rank_avg": 0.04889138787984848, "step": 11550, "valid_targets_mean": 1415.6, "valid_targets_min": 929 }, { "epoch": 6.369900771775082, "grad_norm": 0.8480869616739024, "learning_rate": 9.809095025610894e-07, "loss": 0.107, "loss_nan_ranks": 0, "loss_rank_avg": 0.054064054042100906, "step": 11555, "valid_targets_mean": 1389.9, "valid_targets_min": 826 }, { "epoch": 6.372657111356119, "grad_norm": 0.8134859126893602, "learning_rate": 9.724238742147207e-07, "loss": 0.1059, "loss_nan_ranks": 0, "loss_rank_avg": 0.04554691165685654, "step": 11560, "valid_targets_mean": 1378.1, "valid_targets_min": 908 }, { "epoch": 6.375413450937155, "grad_norm": 0.7439656404959266, "learning_rate": 9.63974194527022e-07, "loss": 0.1095, "loss_nan_ranks": 0, "loss_rank_avg": 0.05691155046224594, "step": 11565, "valid_targets_mean": 1676.0, "valid_targets_min": 1090 }, { "epoch": 6.378169790518192, "grad_norm": 0.8729025840949677, "learning_rate": 9.555604794619056e-07, "loss": 0.1008, "loss_nan_ranks": 0, "loss_rank_avg": 0.04898655787110329, "step": 11570, "valid_targets_mean": 1115.2, "valid_targets_min": 719 }, { "epoch": 6.380926130099228, "grad_norm": 0.7788807783458898, "learning_rate": 9.471827449153425e-07, "loss": 0.1093, "loss_nan_ranks": 0, "loss_rank_avg": 0.052582141011953354, "step": 11575, "valid_targets_mean": 1533.0, "valid_targets_min": 609 }, { "epoch": 6.383682469680265, "grad_norm": 0.7821629179685586, "learning_rate": 9.38841006715323e-07, "loss": 0.1055, "loss_nan_ranks": 0, "loss_rank_avg": 0.055352941155433655, "step": 11580, "valid_targets_mean": 1564.6, "valid_targets_min": 710 }, { "epoch": 6.386438809261301, "grad_norm": 0.8476245966212717, "learning_rate": 9.305352806218338e-07, "loss": 0.1114, "loss_nan_ranks": 0, "loss_rank_avg": 0.051344215869903564, "step": 11585, "valid_targets_mean": 1533.1, "valid_targets_min": 873 }, { "epoch": 6.3891951488423375, "grad_norm": 0.8008545618821022, "learning_rate": 9.222655823268201e-07, "loss": 0.109, "loss_nan_ranks": 0, "loss_rank_avg": 0.05269902944564819, "step": 11590, "valid_targets_mean": 1465.5, "valid_targets_min": 764 }, { "epoch": 6.3919514884233735, "grad_norm": 0.8389524717526698, "learning_rate": 9.140319274541621e-07, "loss": 0.1071, "loss_nan_ranks": 0, "loss_rank_avg": 0.04479958862066269, "step": 11595, "valid_targets_mean": 1249.2, "valid_targets_min": 815 }, { "epoch": 6.39470782800441, "grad_norm": 0.8593865650181137, "learning_rate": 9.058343315596407e-07, "loss": 0.1089, "loss_nan_ranks": 0, "loss_rank_avg": 0.05146509408950806, "step": 11600, "valid_targets_mean": 1477.4, "valid_targets_min": 1179 }, { "epoch": 6.397464167585446, "grad_norm": 0.9176074085995714, "learning_rate": 8.976728101309162e-07, "loss": 0.1992, "loss_nan_ranks": 0, "loss_rank_avg": 0.10465699434280396, "step": 11605, "valid_targets_mean": 4555.2, "valid_targets_min": 700 }, { "epoch": 6.400220507166483, "grad_norm": 0.9449246452088759, "learning_rate": 8.895473785874875e-07, "loss": 0.219, "loss_nan_ranks": 0, "loss_rank_avg": 0.12931451201438904, "step": 11610, "valid_targets_mean": 5515.5, "valid_targets_min": 1004 }, { "epoch": 6.402976846747519, "grad_norm": 0.773857313274555, "learning_rate": 8.814580522806748e-07, "loss": 0.2144, "loss_nan_ranks": 0, "loss_rank_avg": 0.08493387699127197, "step": 11615, "valid_targets_mean": 4310.8, "valid_targets_min": 2049 }, { "epoch": 6.405733186328556, "grad_norm": 0.7918580057742662, "learning_rate": 8.734048464935841e-07, "loss": 0.2101, "loss_nan_ranks": 0, "loss_rank_avg": 0.08387384563684464, "step": 11620, "valid_targets_mean": 3495.1, "valid_targets_min": 1559 }, { "epoch": 6.408489525909592, "grad_norm": 0.7497232558586551, "learning_rate": 8.653877764410734e-07, "loss": 0.2087, "loss_nan_ranks": 0, "loss_rank_avg": 0.1300373375415802, "step": 11625, "valid_targets_mean": 5011.6, "valid_targets_min": 1969 }, { "epoch": 6.411245865490629, "grad_norm": 0.7257678193954185, "learning_rate": 8.574068572697359e-07, "loss": 0.214, "loss_nan_ranks": 0, "loss_rank_avg": 0.1075010821223259, "step": 11630, "valid_targets_mean": 6144.0, "valid_targets_min": 1649 }, { "epoch": 6.4140022050716645, "grad_norm": 0.7008508691299757, "learning_rate": 8.494621040578632e-07, "loss": 0.2022, "loss_nan_ranks": 0, "loss_rank_avg": 0.11478772759437561, "step": 11635, "valid_targets_mean": 7660.9, "valid_targets_min": 2225 }, { "epoch": 6.416758544652701, "grad_norm": 0.6510824509551777, "learning_rate": 8.415535318154178e-07, "loss": 0.2021, "loss_nan_ranks": 0, "loss_rank_avg": 0.06924179196357727, "step": 11640, "valid_targets_mean": 3117.5, "valid_targets_min": 466 }, { "epoch": 6.419514884233737, "grad_norm": 0.646089132095851, "learning_rate": 8.336811554840074e-07, "loss": 0.2118, "loss_nan_ranks": 0, "loss_rank_avg": 0.12336082011461258, "step": 11645, "valid_targets_mean": 6088.8, "valid_targets_min": 1747 }, { "epoch": 6.422271223814774, "grad_norm": 0.6306370928998536, "learning_rate": 8.258449899368526e-07, "loss": 0.2093, "loss_nan_ranks": 0, "loss_rank_avg": 0.09987568855285645, "step": 11650, "valid_targets_mean": 4500.0, "valid_targets_min": 1697 }, { "epoch": 6.42502756339581, "grad_norm": 0.6466288811586338, "learning_rate": 8.180450499787662e-07, "loss": 0.204, "loss_nan_ranks": 0, "loss_rank_avg": 0.10034269094467163, "step": 11655, "valid_targets_mean": 3932.4, "valid_targets_min": 1221 }, { "epoch": 6.427783902976847, "grad_norm": 0.5735423975472115, "learning_rate": 8.102813503461115e-07, "loss": 0.2072, "loss_nan_ranks": 0, "loss_rank_avg": 0.108061283826828, "step": 11660, "valid_targets_mean": 5551.0, "valid_targets_min": 1550 }, { "epoch": 6.430540242557883, "grad_norm": 0.6046605200372734, "learning_rate": 8.025539057067954e-07, "loss": 0.2042, "loss_nan_ranks": 0, "loss_rank_avg": 0.10980994254350662, "step": 11665, "valid_targets_mean": 4318.0, "valid_targets_min": 1546 }, { "epoch": 6.43329658213892, "grad_norm": 0.6305184940295764, "learning_rate": 7.948627306602174e-07, "loss": 0.1994, "loss_nan_ranks": 0, "loss_rank_avg": 0.10546945035457611, "step": 11670, "valid_targets_mean": 4605.4, "valid_targets_min": 1956 }, { "epoch": 6.436052921719956, "grad_norm": 0.5947982027416145, "learning_rate": 7.872078397372607e-07, "loss": 0.1964, "loss_nan_ranks": 0, "loss_rank_avg": 0.0815252959728241, "step": 11675, "valid_targets_mean": 3389.5, "valid_targets_min": 1538 }, { "epoch": 6.438809261300992, "grad_norm": 0.6807347272565658, "learning_rate": 7.795892474002497e-07, "loss": 0.197, "loss_nan_ranks": 0, "loss_rank_avg": 0.10113245993852615, "step": 11680, "valid_targets_mean": 3408.9, "valid_targets_min": 1639 }, { "epoch": 6.441565600882028, "grad_norm": 0.6491583085672764, "learning_rate": 7.720069680429399e-07, "loss": 0.1991, "loss_nan_ranks": 0, "loss_rank_avg": 0.09409807622432709, "step": 11685, "valid_targets_mean": 3183.5, "valid_targets_min": 935 }, { "epoch": 6.444321940463065, "grad_norm": 0.6716017143490126, "learning_rate": 7.644610159904719e-07, "loss": 0.2021, "loss_nan_ranks": 0, "loss_rank_avg": 0.10768577456474304, "step": 11690, "valid_targets_mean": 3576.2, "valid_targets_min": 1266 }, { "epoch": 6.447078280044101, "grad_norm": 0.678915511303888, "learning_rate": 7.569514054993576e-07, "loss": 0.1979, "loss_nan_ranks": 0, "loss_rank_avg": 0.07824469357728958, "step": 11695, "valid_targets_mean": 2092.0, "valid_targets_min": 1170 }, { "epoch": 6.449834619625138, "grad_norm": 0.5858357127061398, "learning_rate": 7.494781507574478e-07, "loss": 0.2007, "loss_nan_ranks": 0, "loss_rank_avg": 0.09551960229873657, "step": 11700, "valid_targets_mean": 4129.1, "valid_targets_min": 1668 }, { "epoch": 6.452590959206174, "grad_norm": 0.6536341332706154, "learning_rate": 7.42041265883906e-07, "loss": 0.1971, "loss_nan_ranks": 0, "loss_rank_avg": 0.09203163534402847, "step": 11705, "valid_targets_mean": 3367.0, "valid_targets_min": 1329 }, { "epoch": 6.455347298787211, "grad_norm": 0.6795829626456635, "learning_rate": 7.346407649291887e-07, "loss": 0.1876, "loss_nan_ranks": 0, "loss_rank_avg": 0.11640680581331253, "step": 11710, "valid_targets_mean": 3943.2, "valid_targets_min": 2108 }, { "epoch": 6.458103638368247, "grad_norm": 0.6482003760919435, "learning_rate": 7.272766618750049e-07, "loss": 0.1788, "loss_nan_ranks": 0, "loss_rank_avg": 0.08040355145931244, "step": 11715, "valid_targets_mean": 4311.9, "valid_targets_min": 2214 }, { "epoch": 6.4608599779492835, "grad_norm": 0.7440207435500588, "learning_rate": 7.19948970634301e-07, "loss": 0.1952, "loss_nan_ranks": 0, "loss_rank_avg": 0.1044035479426384, "step": 11720, "valid_targets_mean": 3457.4, "valid_targets_min": 1561 }, { "epoch": 6.463616317530319, "grad_norm": 0.6344714155903496, "learning_rate": 7.126577050512274e-07, "loss": 0.1984, "loss_nan_ranks": 0, "loss_rank_avg": 0.09968722611665726, "step": 11725, "valid_targets_mean": 3474.9, "valid_targets_min": 771 }, { "epoch": 6.466372657111356, "grad_norm": 0.742025713479001, "learning_rate": 7.05402878901118e-07, "loss": 0.1992, "loss_nan_ranks": 0, "loss_rank_avg": 0.09637433290481567, "step": 11730, "valid_targets_mean": 4008.4, "valid_targets_min": 1770 }, { "epoch": 6.469128996692392, "grad_norm": 0.7526829785345676, "learning_rate": 6.981845058904646e-07, "loss": 0.1857, "loss_nan_ranks": 0, "loss_rank_avg": 0.07750971615314484, "step": 11735, "valid_targets_mean": 2430.8, "valid_targets_min": 994 }, { "epoch": 6.471885336273429, "grad_norm": 0.6321894503162707, "learning_rate": 6.91002599656887e-07, "loss": 0.1868, "loss_nan_ranks": 0, "loss_rank_avg": 0.09305538237094879, "step": 11740, "valid_targets_mean": 3961.1, "valid_targets_min": 1738 }, { "epoch": 6.474641675854465, "grad_norm": 0.6708597982593111, "learning_rate": 6.838571737691024e-07, "loss": 0.1913, "loss_nan_ranks": 0, "loss_rank_avg": 0.08937305212020874, "step": 11745, "valid_targets_mean": 3741.0, "valid_targets_min": 862 }, { "epoch": 6.477398015435502, "grad_norm": 0.6499275659291807, "learning_rate": 6.767482417269145e-07, "loss": 0.1881, "loss_nan_ranks": 0, "loss_rank_avg": 0.08986106514930725, "step": 11750, "valid_targets_mean": 3093.5, "valid_targets_min": 1408 }, { "epoch": 6.480154355016538, "grad_norm": 0.5849415776568183, "learning_rate": 6.69675816961175e-07, "loss": 0.1813, "loss_nan_ranks": 0, "loss_rank_avg": 0.08190472424030304, "step": 11755, "valid_targets_mean": 4835.2, "valid_targets_min": 2110 }, { "epoch": 6.4829106945975745, "grad_norm": 0.65553427744922, "learning_rate": 6.626399128337647e-07, "loss": 0.1919, "loss_nan_ranks": 0, "loss_rank_avg": 0.08421658724546432, "step": 11760, "valid_targets_mean": 3404.2, "valid_targets_min": 1317 }, { "epoch": 6.4856670341786105, "grad_norm": 0.592439353371577, "learning_rate": 6.556405426375634e-07, "loss": 0.1886, "loss_nan_ranks": 0, "loss_rank_avg": 0.09729952365159988, "step": 11765, "valid_targets_mean": 4223.4, "valid_targets_min": 1863 }, { "epoch": 6.488423373759647, "grad_norm": 0.6723522803319498, "learning_rate": 6.486777195964334e-07, "loss": 0.1884, "loss_nan_ranks": 0, "loss_rank_avg": 0.10911525785923004, "step": 11770, "valid_targets_mean": 3774.9, "valid_targets_min": 2594 }, { "epoch": 6.491179713340683, "grad_norm": 0.6513073354297014, "learning_rate": 6.417514568651783e-07, "loss": 0.1861, "loss_nan_ranks": 0, "loss_rank_avg": 0.08294127881526947, "step": 11775, "valid_targets_mean": 3062.8, "valid_targets_min": 1443 }, { "epoch": 6.49393605292172, "grad_norm": 0.6915676778793636, "learning_rate": 6.348617675295399e-07, "loss": 0.1893, "loss_nan_ranks": 0, "loss_rank_avg": 0.09108276665210724, "step": 11780, "valid_targets_mean": 3855.1, "valid_targets_min": 1268 }, { "epoch": 6.496692392502756, "grad_norm": 0.5980086158170506, "learning_rate": 6.280086646061567e-07, "loss": 0.1915, "loss_nan_ranks": 0, "loss_rank_avg": 0.10236439853906631, "step": 11785, "valid_targets_mean": 5580.1, "valid_targets_min": 2023 }, { "epoch": 6.499448732083793, "grad_norm": 0.6193873598614877, "learning_rate": 6.211921610425431e-07, "loss": 0.1852, "loss_nan_ranks": 0, "loss_rank_avg": 0.10233017057180405, "step": 11790, "valid_targets_mean": 4074.2, "valid_targets_min": 1922 }, { "epoch": 6.502205071664829, "grad_norm": 0.6497140939363708, "learning_rate": 6.144122697170707e-07, "loss": 0.1948, "loss_nan_ranks": 0, "loss_rank_avg": 0.1002703532576561, "step": 11795, "valid_targets_mean": 3672.6, "valid_targets_min": 2089 }, { "epoch": 6.504961411245866, "grad_norm": 0.6859752307139635, "learning_rate": 6.076690034389355e-07, "loss": 0.1934, "loss_nan_ranks": 0, "loss_rank_avg": 0.12542329728603363, "step": 11800, "valid_targets_mean": 4324.4, "valid_targets_min": 1363 }, { "epoch": 6.5077177508269015, "grad_norm": 0.6628387168604822, "learning_rate": 6.009623749481442e-07, "loss": 0.1813, "loss_nan_ranks": 0, "loss_rank_avg": 0.09685531258583069, "step": 11805, "valid_targets_mean": 3350.5, "valid_targets_min": 1087 }, { "epoch": 6.510474090407938, "grad_norm": 0.6355519829422334, "learning_rate": 5.94292396915479e-07, "loss": 0.1906, "loss_nan_ranks": 0, "loss_rank_avg": 0.11752857267856598, "step": 11810, "valid_targets_mean": 4624.4, "valid_targets_min": 2476 }, { "epoch": 6.513230429988974, "grad_norm": 0.6487773894934018, "learning_rate": 5.876590819424777e-07, "loss": 0.1922, "loss_nan_ranks": 0, "loss_rank_avg": 0.1067754477262497, "step": 11815, "valid_targets_mean": 4545.9, "valid_targets_min": 2311 }, { "epoch": 6.515986769570011, "grad_norm": 0.634694380376294, "learning_rate": 5.810624425614175e-07, "loss": 0.1852, "loss_nan_ranks": 0, "loss_rank_avg": 0.09914753586053848, "step": 11820, "valid_targets_mean": 3913.2, "valid_targets_min": 2010 }, { "epoch": 6.518743109151047, "grad_norm": 0.5933522994140181, "learning_rate": 5.745024912352759e-07, "loss": 0.1821, "loss_nan_ranks": 0, "loss_rank_avg": 0.06522028893232346, "step": 11825, "valid_targets_mean": 2885.6, "valid_targets_min": 1294 }, { "epoch": 6.521499448732084, "grad_norm": 0.6755619370844584, "learning_rate": 5.679792403577234e-07, "loss": 0.1926, "loss_nan_ranks": 0, "loss_rank_avg": 0.11111055314540863, "step": 11830, "valid_targets_mean": 3632.0, "valid_targets_min": 1697 }, { "epoch": 6.52425578831312, "grad_norm": 0.6927068446110023, "learning_rate": 5.614927022530881e-07, "loss": 0.188, "loss_nan_ranks": 0, "loss_rank_avg": 0.08472685515880585, "step": 11835, "valid_targets_mean": 2715.8, "valid_targets_min": 1582 }, { "epoch": 6.527012127894157, "grad_norm": 0.6988293977660577, "learning_rate": 5.550428891763382e-07, "loss": 0.1859, "loss_nan_ranks": 0, "loss_rank_avg": 0.09875528514385223, "step": 11840, "valid_targets_mean": 3353.0, "valid_targets_min": 2403 }, { "epoch": 6.529768467475193, "grad_norm": 0.6273384763309744, "learning_rate": 5.486298133130574e-07, "loss": 0.1916, "loss_nan_ranks": 0, "loss_rank_avg": 0.09804292768239975, "step": 11845, "valid_targets_mean": 4056.6, "valid_targets_min": 2288 }, { "epoch": 6.532524807056229, "grad_norm": 0.6451506294727752, "learning_rate": 5.422534867794227e-07, "loss": 0.1935, "loss_nan_ranks": 0, "loss_rank_avg": 0.12458132207393646, "step": 11850, "valid_targets_mean": 5186.2, "valid_targets_min": 2187 }, { "epoch": 6.535281146637265, "grad_norm": 0.6674053889520452, "learning_rate": 5.359139216221843e-07, "loss": 0.1886, "loss_nan_ranks": 0, "loss_rank_avg": 0.11639135330915451, "step": 11855, "valid_targets_mean": 4289.0, "valid_targets_min": 2606 }, { "epoch": 6.538037486218302, "grad_norm": 0.6726664995218427, "learning_rate": 5.296111298186324e-07, "loss": 0.1982, "loss_nan_ranks": 0, "loss_rank_avg": 0.13616593182086945, "step": 11860, "valid_targets_mean": 4530.1, "valid_targets_min": 2009 }, { "epoch": 6.540793825799338, "grad_norm": 0.5982888428943166, "learning_rate": 5.23345123276584e-07, "loss": 0.1781, "loss_nan_ranks": 0, "loss_rank_avg": 0.07824790477752686, "step": 11865, "valid_targets_mean": 3603.1, "valid_targets_min": 1902 }, { "epoch": 6.543550165380375, "grad_norm": 0.6439790549528115, "learning_rate": 5.171159138343607e-07, "loss": 0.1792, "loss_nan_ranks": 0, "loss_rank_avg": 0.10575902462005615, "step": 11870, "valid_targets_mean": 3794.1, "valid_targets_min": 2261 }, { "epoch": 6.546306504961411, "grad_norm": 0.5879830132568188, "learning_rate": 5.109235132607593e-07, "loss": 0.1846, "loss_nan_ranks": 0, "loss_rank_avg": 0.08203437179327011, "step": 11875, "valid_targets_mean": 4446.4, "valid_targets_min": 902 }, { "epoch": 6.549062844542448, "grad_norm": 0.7049133128520148, "learning_rate": 5.047679332550392e-07, "loss": 0.1912, "loss_nan_ranks": 0, "loss_rank_avg": 0.11049512028694153, "step": 11880, "valid_targets_mean": 3782.0, "valid_targets_min": 1218 }, { "epoch": 6.551819184123484, "grad_norm": 0.6402981702549861, "learning_rate": 4.986491854468933e-07, "loss": 0.1908, "loss_nan_ranks": 0, "loss_rank_avg": 0.09350930154323578, "step": 11885, "valid_targets_mean": 4039.6, "valid_targets_min": 1658 }, { "epoch": 6.5545755237045205, "grad_norm": 0.6646866548946285, "learning_rate": 4.925672813964211e-07, "loss": 0.1893, "loss_nan_ranks": 0, "loss_rank_avg": 0.0934898778796196, "step": 11890, "valid_targets_mean": 3492.2, "valid_targets_min": 1421 }, { "epoch": 6.557331863285556, "grad_norm": 0.6020260218496069, "learning_rate": 4.865222325941244e-07, "loss": 0.1868, "loss_nan_ranks": 0, "loss_rank_avg": 0.07506995648145676, "step": 11895, "valid_targets_mean": 3909.8, "valid_targets_min": 2315 }, { "epoch": 6.560088202866593, "grad_norm": 0.6290719045147388, "learning_rate": 4.805140504608629e-07, "loss": 0.1974, "loss_nan_ranks": 0, "loss_rank_avg": 0.08875058591365814, "step": 11900, "valid_targets_mean": 3644.5, "valid_targets_min": 1187 }, { "epoch": 6.56284454244763, "grad_norm": 0.5942470606565454, "learning_rate": 4.7454274634785914e-07, "loss": 0.1941, "loss_nan_ranks": 0, "loss_rank_avg": 0.07791933417320251, "step": 11905, "valid_targets_mean": 3410.8, "valid_targets_min": 616 }, { "epoch": 6.565600882028666, "grad_norm": 0.67540829739137, "learning_rate": 4.686083315366463e-07, "loss": 0.1883, "loss_nan_ranks": 0, "loss_rank_avg": 0.08648917078971863, "step": 11910, "valid_targets_mean": 2662.8, "valid_targets_min": 1363 }, { "epoch": 6.568357221609702, "grad_norm": 0.63323653327467, "learning_rate": 4.627108172390737e-07, "loss": 0.1838, "loss_nan_ranks": 0, "loss_rank_avg": 0.09705701470375061, "step": 11915, "valid_targets_mean": 3497.0, "valid_targets_min": 1393 }, { "epoch": 6.571113561190739, "grad_norm": 0.6144191040593426, "learning_rate": 4.5685021459727305e-07, "loss": 0.178, "loss_nan_ranks": 0, "loss_rank_avg": 0.09148149937391281, "step": 11920, "valid_targets_mean": 4659.9, "valid_targets_min": 1414 }, { "epoch": 6.573869900771776, "grad_norm": 0.6160456591816065, "learning_rate": 4.510265346836318e-07, "loss": 0.1773, "loss_nan_ranks": 0, "loss_rank_avg": 0.09587536752223969, "step": 11925, "valid_targets_mean": 3795.8, "valid_targets_min": 620 }, { "epoch": 6.5766262403528115, "grad_norm": 0.6008971160887345, "learning_rate": 4.4523978850079087e-07, "loss": 0.174, "loss_nan_ranks": 0, "loss_rank_avg": 0.06938239932060242, "step": 11930, "valid_targets_mean": 3543.5, "valid_targets_min": 1286 }, { "epoch": 6.5793825799338475, "grad_norm": 0.7309277039332485, "learning_rate": 4.3948998698160496e-07, "loss": 0.1713, "loss_nan_ranks": 0, "loss_rank_avg": 0.07072250545024872, "step": 11935, "valid_targets_mean": 2120.8, "valid_targets_min": 641 }, { "epoch": 6.582138919514884, "grad_norm": 0.6979346136216782, "learning_rate": 4.3377714098913115e-07, "loss": 0.1717, "loss_nan_ranks": 0, "loss_rank_avg": 0.0994897112250328, "step": 11940, "valid_targets_mean": 3445.9, "valid_targets_min": 2096 }, { "epoch": 6.584895259095921, "grad_norm": 0.6723001936631122, "learning_rate": 4.281012613166069e-07, "loss": 0.1869, "loss_nan_ranks": 0, "loss_rank_avg": 0.1332911252975464, "step": 11945, "valid_targets_mean": 4586.4, "valid_targets_min": 2783 }, { "epoch": 6.587651598676957, "grad_norm": 0.6422451921833976, "learning_rate": 4.2246235868742993e-07, "loss": 0.1968, "loss_nan_ranks": 0, "loss_rank_avg": 0.08041521161794662, "step": 11950, "valid_targets_mean": 3270.9, "valid_targets_min": 1502 }, { "epoch": 6.590407938257993, "grad_norm": 0.735852275377291, "learning_rate": 4.1686044375513824e-07, "loss": 0.179, "loss_nan_ranks": 0, "loss_rank_avg": 0.10889242589473724, "step": 11955, "valid_targets_mean": 3216.4, "valid_targets_min": 986 }, { "epoch": 6.59316427783903, "grad_norm": 0.6059050413169834, "learning_rate": 4.1129552710338806e-07, "loss": 0.1853, "loss_nan_ranks": 0, "loss_rank_avg": 0.0799802839756012, "step": 11960, "valid_targets_mean": 3652.0, "valid_targets_min": 1605 }, { "epoch": 6.595920617420067, "grad_norm": 0.609617554592497, "learning_rate": 4.0576761924593364e-07, "loss": 0.186, "loss_nan_ranks": 0, "loss_rank_avg": 0.0994764119386673, "step": 11965, "valid_targets_mean": 4645.4, "valid_targets_min": 1697 }, { "epoch": 6.598676957001103, "grad_norm": 0.5430993562702443, "learning_rate": 4.00276730626612e-07, "loss": 0.1792, "loss_nan_ranks": 0, "loss_rank_avg": 0.07788201421499252, "step": 11970, "valid_targets_mean": 5431.8, "valid_targets_min": 1762 }, { "epoch": 6.6014332965821385, "grad_norm": 0.5463431264535845, "learning_rate": 3.948228716193181e-07, "loss": 0.1859, "loss_nan_ranks": 0, "loss_rank_avg": 0.08277466893196106, "step": 11975, "valid_targets_mean": 4498.6, "valid_targets_min": 2379 }, { "epoch": 6.604189636163175, "grad_norm": 0.7239435036122048, "learning_rate": 3.8940605252798525e-07, "loss": 0.1769, "loss_nan_ranks": 0, "loss_rank_avg": 0.08240791410207748, "step": 11980, "valid_targets_mean": 2672.5, "valid_targets_min": 1531 }, { "epoch": 6.606945975744212, "grad_norm": 0.6407112652275979, "learning_rate": 3.840262835865716e-07, "loss": 0.1841, "loss_nan_ranks": 0, "loss_rank_avg": 0.06895279884338379, "step": 11985, "valid_targets_mean": 3118.6, "valid_targets_min": 1471 }, { "epoch": 6.609702315325248, "grad_norm": 0.7060189967326987, "learning_rate": 3.7868357495903563e-07, "loss": 0.1795, "loss_nan_ranks": 0, "loss_rank_avg": 0.09895411133766174, "step": 11990, "valid_targets_mean": 3860.9, "valid_targets_min": 1697 }, { "epoch": 6.612458654906284, "grad_norm": 0.6371515759837318, "learning_rate": 3.7337793673931423e-07, "loss": 0.1869, "loss_nan_ranks": 0, "loss_rank_avg": 0.08876638114452362, "step": 11995, "valid_targets_mean": 3230.8, "valid_targets_min": 1667 }, { "epoch": 6.615214994487321, "grad_norm": 0.7289358631582122, "learning_rate": 3.681093789513135e-07, "loss": 0.1912, "loss_nan_ranks": 0, "loss_rank_avg": 0.08727249503135681, "step": 12000, "valid_targets_mean": 3201.0, "valid_targets_min": 1316 }, { "epoch": 6.617971334068358, "grad_norm": 0.719491615480887, "learning_rate": 3.6287791154887785e-07, "loss": 0.1879, "loss_nan_ranks": 0, "loss_rank_avg": 0.10242816805839539, "step": 12005, "valid_targets_mean": 2652.2, "valid_targets_min": 1001 }, { "epoch": 6.620727673649394, "grad_norm": 0.6690614702555859, "learning_rate": 3.5768354441578333e-07, "loss": 0.1974, "loss_nan_ranks": 0, "loss_rank_avg": 0.0773639902472496, "step": 12010, "valid_targets_mean": 2528.5, "valid_targets_min": 843 }, { "epoch": 6.62348401323043, "grad_norm": 0.595843625275714, "learning_rate": 3.525262873657065e-07, "loss": 0.1787, "loss_nan_ranks": 0, "loss_rank_avg": 0.09580498933792114, "step": 12015, "valid_targets_mean": 4447.8, "valid_targets_min": 2600 }, { "epoch": 6.626240352811466, "grad_norm": 0.6588911816334713, "learning_rate": 3.474061501422155e-07, "loss": 0.2004, "loss_nan_ranks": 0, "loss_rank_avg": 0.08399167656898499, "step": 12020, "valid_targets_mean": 3453.4, "valid_targets_min": 1241 }, { "epoch": 6.628996692392503, "grad_norm": 0.7216651705193683, "learning_rate": 3.423231424187501e-07, "loss": 0.1947, "loss_nan_ranks": 0, "loss_rank_avg": 0.12225198745727539, "step": 12025, "valid_targets_mean": 3746.0, "valid_targets_min": 990 }, { "epoch": 6.631753031973539, "grad_norm": 0.695339874477122, "learning_rate": 3.3727727379859523e-07, "loss": 0.1856, "loss_nan_ranks": 0, "loss_rank_avg": 0.09461720287799835, "step": 12030, "valid_targets_mean": 3809.4, "valid_targets_min": 1131 }, { "epoch": 6.634509371554575, "grad_norm": 0.6612199346286155, "learning_rate": 3.32268553814874e-07, "loss": 0.1862, "loss_nan_ranks": 0, "loss_rank_avg": 0.10540962219238281, "step": 12035, "valid_targets_mean": 4040.2, "valid_targets_min": 2248 }, { "epoch": 6.637265711135612, "grad_norm": 0.6335950438579119, "learning_rate": 3.2729699193052357e-07, "loss": 0.1852, "loss_nan_ranks": 0, "loss_rank_avg": 0.07712060213088989, "step": 12040, "valid_targets_mean": 3809.2, "valid_targets_min": 1909 }, { "epoch": 6.640022050716649, "grad_norm": 0.641221874707116, "learning_rate": 3.223625975382838e-07, "loss": 0.1886, "loss_nan_ranks": 0, "loss_rank_avg": 0.0928414836525917, "step": 12045, "valid_targets_mean": 3358.8, "valid_targets_min": 2760 }, { "epoch": 6.642778390297685, "grad_norm": 0.765916878281289, "learning_rate": 3.174653799606642e-07, "loss": 0.1914, "loss_nan_ranks": 0, "loss_rank_avg": 0.09122616052627563, "step": 12050, "valid_targets_mean": 2591.8, "valid_targets_min": 616 }, { "epoch": 6.645534729878721, "grad_norm": 0.5825621448408331, "learning_rate": 3.126053484499436e-07, "loss": 0.1748, "loss_nan_ranks": 0, "loss_rank_avg": 0.08199020475149155, "step": 12055, "valid_targets_mean": 3763.9, "valid_targets_min": 3138 }, { "epoch": 6.6482910694597575, "grad_norm": 0.6313029810205866, "learning_rate": 3.0778251218814394e-07, "loss": 0.1802, "loss_nan_ranks": 0, "loss_rank_avg": 0.09305316209793091, "step": 12060, "valid_targets_mean": 3772.1, "valid_targets_min": 1843 }, { "epoch": 6.651047409040794, "grad_norm": 0.6495587088172492, "learning_rate": 3.0299688028701204e-07, "loss": 0.1831, "loss_nan_ranks": 0, "loss_rank_avg": 0.09014217555522919, "step": 12065, "valid_targets_mean": 3888.1, "valid_targets_min": 2322 }, { "epoch": 6.65380374862183, "grad_norm": 0.7300503514237874, "learning_rate": 2.9824846178801105e-07, "loss": 0.1848, "loss_nan_ranks": 0, "loss_rank_avg": 0.09146483242511749, "step": 12070, "valid_targets_mean": 2851.5, "valid_targets_min": 1064 }, { "epoch": 6.656560088202866, "grad_norm": 0.5817267617146338, "learning_rate": 2.93537265662287e-07, "loss": 0.1804, "loss_nan_ranks": 0, "loss_rank_avg": 0.08441506326198578, "step": 12075, "valid_targets_mean": 3490.5, "valid_targets_min": 1710 }, { "epoch": 6.659316427783903, "grad_norm": 0.6613496252635918, "learning_rate": 2.888633008106734e-07, "loss": 0.1885, "loss_nan_ranks": 0, "loss_rank_avg": 0.09310775250196457, "step": 12080, "valid_targets_mean": 3912.6, "valid_targets_min": 981 }, { "epoch": 6.66207276736494, "grad_norm": 0.6166171657507659, "learning_rate": 2.842265760636531e-07, "loss": 0.1838, "loss_nan_ranks": 0, "loss_rank_avg": 0.10195156186819077, "step": 12085, "valid_targets_mean": 4673.2, "valid_targets_min": 3322 }, { "epoch": 6.664829106945976, "grad_norm": 0.7068932755892615, "learning_rate": 2.796271001813566e-07, "loss": 0.1823, "loss_nan_ranks": 0, "loss_rank_avg": 0.09147079288959503, "step": 12090, "valid_targets_mean": 3132.5, "valid_targets_min": 1350 }, { "epoch": 6.667585446527012, "grad_norm": 0.6163809973483977, "learning_rate": 2.75064881853544e-07, "loss": 0.1871, "loss_nan_ranks": 0, "loss_rank_avg": 0.08081193268299103, "step": 12095, "valid_targets_mean": 3979.8, "valid_targets_min": 2268 }, { "epoch": 6.6703417861080485, "grad_norm": 0.6666869771394652, "learning_rate": 2.705399296995759e-07, "loss": 0.1825, "loss_nan_ranks": 0, "loss_rank_avg": 0.08253160119056702, "step": 12100, "valid_targets_mean": 3196.8, "valid_targets_min": 2098 }, { "epoch": 6.673098125689085, "grad_norm": 0.6378104281543062, "learning_rate": 2.660522522684117e-07, "loss": 0.1708, "loss_nan_ranks": 0, "loss_rank_avg": 0.07568346709012985, "step": 12105, "valid_targets_mean": 3781.6, "valid_targets_min": 1686 }, { "epoch": 6.675854465270121, "grad_norm": 0.6596524414343626, "learning_rate": 2.6160185803858926e-07, "loss": 0.1789, "loss_nan_ranks": 0, "loss_rank_avg": 0.09766026586294174, "step": 12110, "valid_targets_mean": 3496.2, "valid_targets_min": 2243 }, { "epoch": 6.678610804851157, "grad_norm": 0.6695916606017187, "learning_rate": 2.5718875541820285e-07, "loss": 0.1757, "loss_nan_ranks": 0, "loss_rank_avg": 0.08377499878406525, "step": 12115, "valid_targets_mean": 3654.4, "valid_targets_min": 903 }, { "epoch": 6.681367144432194, "grad_norm": 0.7855575654365269, "learning_rate": 2.5281295274489413e-07, "loss": 0.1734, "loss_nan_ranks": 0, "loss_rank_avg": 0.10766284912824631, "step": 12120, "valid_targets_mean": 4804.6, "valid_targets_min": 1866 }, { "epoch": 6.684123484013231, "grad_norm": 0.6271708443516495, "learning_rate": 2.484744582858389e-07, "loss": 0.1693, "loss_nan_ranks": 0, "loss_rank_avg": 0.09076222777366638, "step": 12125, "valid_targets_mean": 3809.4, "valid_targets_min": 872 }, { "epoch": 6.686879823594267, "grad_norm": 0.6352773890096619, "learning_rate": 2.4417328023771835e-07, "loss": 0.1743, "loss_nan_ranks": 0, "loss_rank_avg": 0.08445511758327484, "step": 12130, "valid_targets_mean": 3245.6, "valid_targets_min": 1694 }, { "epoch": 6.689636163175303, "grad_norm": 0.6639767377893608, "learning_rate": 2.399094267267188e-07, "loss": 0.1745, "loss_nan_ranks": 0, "loss_rank_avg": 0.0702781081199646, "step": 12135, "valid_targets_mean": 2389.2, "valid_targets_min": 897 }, { "epoch": 6.69239250275634, "grad_norm": 0.6677703453634342, "learning_rate": 2.3568290580850307e-07, "loss": 0.1897, "loss_nan_ranks": 0, "loss_rank_avg": 0.08483712375164032, "step": 12140, "valid_targets_mean": 3098.4, "valid_targets_min": 1695 }, { "epoch": 6.695148842337376, "grad_norm": 0.6602896344700285, "learning_rate": 2.3149372546821258e-07, "loss": 0.1737, "loss_nan_ranks": 0, "loss_rank_avg": 0.07802101969718933, "step": 12145, "valid_targets_mean": 3205.5, "valid_targets_min": 1710 }, { "epoch": 6.697905181918412, "grad_norm": 0.609306347009806, "learning_rate": 2.273418936204297e-07, "loss": 0.1737, "loss_nan_ranks": 0, "loss_rank_avg": 0.07542389631271362, "step": 12150, "valid_targets_mean": 3492.4, "valid_targets_min": 992 }, { "epoch": 6.700661521499448, "grad_norm": 0.6033456863536918, "learning_rate": 2.2322741810918202e-07, "loss": 0.1709, "loss_nan_ranks": 0, "loss_rank_avg": 0.08896403014659882, "step": 12155, "valid_targets_mean": 4175.6, "valid_targets_min": 1673 }, { "epoch": 6.703417861080485, "grad_norm": 0.5646107531505503, "learning_rate": 2.1915030670791594e-07, "loss": 0.1823, "loss_nan_ranks": 0, "loss_rank_avg": 0.07576298713684082, "step": 12160, "valid_targets_mean": 3773.9, "valid_targets_min": 2251 }, { "epoch": 6.706174200661522, "grad_norm": 0.6391919384804599, "learning_rate": 2.1511056711948751e-07, "loss": 0.1841, "loss_nan_ranks": 0, "loss_rank_avg": 0.09295916557312012, "step": 12165, "valid_targets_mean": 4170.9, "valid_targets_min": 2888 }, { "epoch": 6.708930540242558, "grad_norm": 0.6215347597916574, "learning_rate": 2.1110820697614943e-07, "loss": 0.1836, "loss_nan_ranks": 0, "loss_rank_avg": 0.0980633944272995, "step": 12170, "valid_targets_mean": 4478.4, "valid_targets_min": 2960 }, { "epoch": 6.711686879823594, "grad_norm": 0.6038768397251708, "learning_rate": 2.071432338395285e-07, "loss": 0.1782, "loss_nan_ranks": 0, "loss_rank_avg": 0.07454174757003784, "step": 12175, "valid_targets_mean": 3730.8, "valid_targets_min": 1815 }, { "epoch": 6.714443219404631, "grad_norm": 0.6114021264061849, "learning_rate": 2.0321565520061925e-07, "loss": 0.1814, "loss_nan_ranks": 0, "loss_rank_avg": 0.10640440881252289, "step": 12180, "valid_targets_mean": 4718.6, "valid_targets_min": 1725 }, { "epoch": 6.7171995589856675, "grad_norm": 0.5702306543094484, "learning_rate": 1.9932547847976823e-07, "loss": 0.1748, "loss_nan_ranks": 0, "loss_rank_avg": 0.07278351485729218, "step": 12185, "valid_targets_mean": 3794.4, "valid_targets_min": 1951 }, { "epoch": 6.719955898566703, "grad_norm": 0.5262401383057111, "learning_rate": 1.9547271102665854e-07, "loss": 0.1435, "loss_nan_ranks": 0, "loss_rank_avg": 0.06443116068840027, "step": 12190, "valid_targets_mean": 2261.1, "valid_targets_min": 331 }, { "epoch": 6.722712238147739, "grad_norm": 0.39543555825528565, "learning_rate": 1.91657360120292e-07, "loss": 0.0832, "loss_nan_ranks": 0, "loss_rank_avg": 0.036877550184726715, "step": 12195, "valid_targets_mean": 3604.4, "valid_targets_min": 708 }, { "epoch": 6.725468577728776, "grad_norm": 0.4533679609766993, "learning_rate": 1.878794329689848e-07, "loss": 0.0743, "loss_nan_ranks": 0, "loss_rank_avg": 0.04005257785320282, "step": 12200, "valid_targets_mean": 2933.4, "valid_targets_min": 729 }, { "epoch": 6.728224917309813, "grad_norm": 0.4694968455970161, "learning_rate": 1.8413893671034744e-07, "loss": 0.0794, "loss_nan_ranks": 0, "loss_rank_avg": 0.07012099772691727, "step": 12205, "valid_targets_mean": 2718.9, "valid_targets_min": 921 }, { "epoch": 6.730981256890849, "grad_norm": 0.5315576434983758, "learning_rate": 1.804358784112692e-07, "loss": 0.073, "loss_nan_ranks": 0, "loss_rank_avg": 0.030594170093536377, "step": 12210, "valid_targets_mean": 2827.9, "valid_targets_min": 813 }, { "epoch": 6.733737596471885, "grad_norm": 0.5205679683902596, "learning_rate": 1.7677026506791372e-07, "loss": 0.0781, "loss_nan_ranks": 0, "loss_rank_avg": 0.04112879931926727, "step": 12215, "valid_targets_mean": 2900.5, "valid_targets_min": 854 }, { "epoch": 6.736493936052922, "grad_norm": 0.8280268595739756, "learning_rate": 1.731421036056946e-07, "loss": 0.1175, "loss_nan_ranks": 0, "loss_rank_avg": 0.04723259061574936, "step": 12220, "valid_targets_mean": 1034.4, "valid_targets_min": 536 }, { "epoch": 6.7392502756339585, "grad_norm": 0.4349223224567377, "learning_rate": 1.6955140087927314e-07, "loss": 0.0875, "loss_nan_ranks": 0, "loss_rank_avg": 0.03537938743829727, "step": 12225, "valid_targets_mean": 2992.8, "valid_targets_min": 915 }, { "epoch": 6.7420066152149944, "grad_norm": 0.4679762315987108, "learning_rate": 1.6599816367253385e-07, "loss": 0.0831, "loss_nan_ranks": 0, "loss_rank_avg": 0.042808398604393005, "step": 12230, "valid_targets_mean": 3356.0, "valid_targets_min": 2281 }, { "epoch": 6.74476295479603, "grad_norm": 0.3679296511990159, "learning_rate": 1.6248239869858463e-07, "loss": 0.1104, "loss_nan_ranks": 0, "loss_rank_avg": 0.02819836139678955, "step": 12235, "valid_targets_mean": 3776.1, "valid_targets_min": 958 }, { "epoch": 6.747519294377067, "grad_norm": 0.38532272463757417, "learning_rate": 1.5900411259973214e-07, "loss": 0.0635, "loss_nan_ranks": 0, "loss_rank_avg": 0.042835891246795654, "step": 12240, "valid_targets_mean": 4237.5, "valid_targets_min": 2082 }, { "epoch": 6.750275633958104, "grad_norm": 0.42378237385596157, "learning_rate": 1.5556331194747755e-07, "loss": 0.0729, "loss_nan_ranks": 0, "loss_rank_avg": 0.04055206850171089, "step": 12245, "valid_targets_mean": 4378.9, "valid_targets_min": 3337 }, { "epoch": 6.75303197353914, "grad_norm": 0.3897659481224976, "learning_rate": 1.5216000324250079e-07, "loss": 0.0726, "loss_nan_ranks": 0, "loss_rank_avg": 0.03475230559706688, "step": 12250, "valid_targets_mean": 3934.4, "valid_targets_min": 515 }, { "epoch": 6.755788313120176, "grad_norm": 0.6302737096058082, "learning_rate": 1.4879419291464747e-07, "loss": 0.1141, "loss_nan_ranks": 0, "loss_rank_avg": 0.0403238907456398, "step": 12255, "valid_targets_mean": 1878.6, "valid_targets_min": 546 }, { "epoch": 6.758544652701213, "grad_norm": 0.3934556542603552, "learning_rate": 1.4546588732291532e-07, "loss": 0.0674, "loss_nan_ranks": 0, "loss_rank_avg": 0.03330637887120247, "step": 12260, "valid_targets_mean": 3432.2, "valid_targets_min": 2715 }, { "epoch": 6.76130099228225, "grad_norm": 0.5102468752393273, "learning_rate": 1.4217509275545217e-07, "loss": 0.0759, "loss_nan_ranks": 0, "loss_rank_avg": 0.03271430358290672, "step": 12265, "valid_targets_mean": 1612.8, "valid_targets_min": 515 }, { "epoch": 6.7640573318632855, "grad_norm": 0.38101852309250933, "learning_rate": 1.3892181542952688e-07, "loss": 0.0646, "loss_nan_ranks": 0, "loss_rank_avg": 0.022396264597773552, "step": 12270, "valid_targets_mean": 3322.8, "valid_targets_min": 840 }, { "epoch": 6.766813671444321, "grad_norm": 0.48275004141409406, "learning_rate": 1.357060614915362e-07, "loss": 0.0769, "loss_nan_ranks": 0, "loss_rank_avg": 0.03673069179058075, "step": 12275, "valid_targets_mean": 2764.0, "valid_targets_min": 574 }, { "epoch": 6.769570011025358, "grad_norm": 0.4865345996164738, "learning_rate": 1.3252783701698026e-07, "loss": 0.0781, "loss_nan_ranks": 0, "loss_rank_avg": 0.0403091199696064, "step": 12280, "valid_targets_mean": 2077.9, "valid_targets_min": 847 }, { "epoch": 6.772326350606395, "grad_norm": 0.47905459850440935, "learning_rate": 1.2938714801044916e-07, "loss": 0.084, "loss_nan_ranks": 0, "loss_rank_avg": 0.04171409457921982, "step": 12285, "valid_targets_mean": 2857.1, "valid_targets_min": 770 }, { "epoch": 6.775082690187431, "grad_norm": 0.4244935604071747, "learning_rate": 1.2628400040562983e-07, "loss": 0.0809, "loss_nan_ranks": 0, "loss_rank_avg": 0.033787067979574203, "step": 12290, "valid_targets_mean": 1736.5, "valid_targets_min": 611 }, { "epoch": 6.777839029768468, "grad_norm": 0.5648133197314156, "learning_rate": 1.2321840006527475e-07, "loss": 0.1188, "loss_nan_ranks": 0, "loss_rank_avg": 0.08631548285484314, "step": 12295, "valid_targets_mean": 3779.8, "valid_targets_min": 2812 }, { "epoch": 6.780595369349504, "grad_norm": 0.33126659553565285, "learning_rate": 1.2019035278119983e-07, "loss": 0.0693, "loss_nan_ranks": 0, "loss_rank_avg": 0.02871672809123993, "step": 12300, "valid_targets_mean": 4061.4, "valid_targets_min": 3722 }, { "epoch": 6.783351708930541, "grad_norm": 0.4618865727380007, "learning_rate": 1.1719986427427111e-07, "loss": 0.0772, "loss_nan_ranks": 0, "loss_rank_avg": 0.035096172243356705, "step": 12305, "valid_targets_mean": 1199.0, "valid_targets_min": 711 }, { "epoch": 6.786108048511577, "grad_norm": 0.41378111300222226, "learning_rate": 1.1424694019439575e-07, "loss": 0.1032, "loss_nan_ranks": 0, "loss_rank_avg": 0.033986933529376984, "step": 12310, "valid_targets_mean": 3407.8, "valid_targets_min": 1803 }, { "epoch": 6.788864388092613, "grad_norm": 0.460190395123742, "learning_rate": 1.1133158612051331e-07, "loss": 0.0897, "loss_nan_ranks": 0, "loss_rank_avg": 0.03641940653324127, "step": 12315, "valid_targets_mean": 3789.4, "valid_targets_min": 3167 }, { "epoch": 6.791620727673649, "grad_norm": 0.7333666005378974, "learning_rate": 1.084538075605801e-07, "loss": 0.1015, "loss_nan_ranks": 0, "loss_rank_avg": 0.10202132910490036, "step": 12320, "valid_targets_mean": 1682.0, "valid_targets_min": 915 }, { "epoch": 6.794377067254686, "grad_norm": 0.4660584687367797, "learning_rate": 1.0561360995156034e-07, "loss": 0.243, "loss_nan_ranks": 0, "loss_rank_avg": 0.04186289384961128, "step": 12325, "valid_targets_mean": 3663.0, "valid_targets_min": 2876 }, { "epoch": 6.797133406835722, "grad_norm": 0.42696874694936704, "learning_rate": 1.0281099865941946e-07, "loss": 0.0843, "loss_nan_ranks": 0, "loss_rank_avg": 0.036597203463315964, "step": 12330, "valid_targets_mean": 3140.6, "valid_targets_min": 828 }, { "epoch": 6.799889746416759, "grad_norm": 0.511197393512323, "learning_rate": 1.0004597897911084e-07, "loss": 0.0827, "loss_nan_ranks": 0, "loss_rank_avg": 0.06011876091361046, "step": 12335, "valid_targets_mean": 3329.5, "valid_targets_min": 1794 }, { "epoch": 6.802646085997795, "grad_norm": 0.4704393932639716, "learning_rate": 9.731855613456687e-08, "loss": 0.1702, "loss_nan_ranks": 0, "loss_rank_avg": 0.04856371507048607, "step": 12340, "valid_targets_mean": 3535.5, "valid_targets_min": 2771 }, { "epoch": 6.805402425578832, "grad_norm": 0.2949390739081591, "learning_rate": 9.462873527868343e-08, "loss": 0.0628, "loss_nan_ranks": 0, "loss_rank_avg": 0.02964148297905922, "step": 12345, "valid_targets_mean": 4594.6, "valid_targets_min": 2655 }, { "epoch": 6.808158765159868, "grad_norm": 0.38824674581202684, "learning_rate": 9.197652149332215e-08, "loss": 0.0844, "loss_nan_ranks": 0, "loss_rank_avg": 0.020141052082180977, "step": 12350, "valid_targets_mean": 2743.9, "valid_targets_min": 557 }, { "epoch": 6.8109151047409044, "grad_norm": 0.4607638649146544, "learning_rate": 8.936191978929254e-08, "loss": 0.0822, "loss_nan_ranks": 0, "loss_rank_avg": 0.039801470935344696, "step": 12355, "valid_targets_mean": 4249.6, "valid_targets_min": 1606 }, { "epoch": 6.81367144432194, "grad_norm": 0.42503459708289154, "learning_rate": 8.678493510633656e-08, "loss": 0.0694, "loss_nan_ranks": 0, "loss_rank_avg": 0.03275343030691147, "step": 12360, "valid_targets_mean": 3570.9, "valid_targets_min": 2163 }, { "epoch": 6.816427783902977, "grad_norm": 0.44543136746163786, "learning_rate": 8.424557231313746e-08, "loss": 0.069, "loss_nan_ranks": 0, "loss_rank_avg": 0.034869201481342316, "step": 12365, "valid_targets_mean": 3057.5, "valid_targets_min": 533 }, { "epoch": 6.819184123484013, "grad_norm": 0.4180718806441837, "learning_rate": 8.174383620729087e-08, "loss": 0.0709, "loss_nan_ranks": 0, "loss_rank_avg": 0.03462996706366539, "step": 12370, "valid_targets_mean": 3622.0, "valid_targets_min": 2249 }, { "epoch": 6.82194046306505, "grad_norm": 0.396136362244719, "learning_rate": 7.927973151531155e-08, "loss": 0.0671, "loss_nan_ranks": 0, "loss_rank_avg": 0.028120435774326324, "step": 12375, "valid_targets_mean": 2801.5, "valid_targets_min": 817 }, { "epoch": 6.824696802646086, "grad_norm": 0.8093765091038903, "learning_rate": 7.685326289261108e-08, "loss": 0.1089, "loss_nan_ranks": 0, "loss_rank_avg": 0.107778400182724, "step": 12380, "valid_targets_mean": 2015.1, "valid_targets_min": 859 }, { "epoch": 6.827453142227123, "grad_norm": 0.369838844252055, "learning_rate": 7.446443492350242e-08, "loss": 0.0675, "loss_nan_ranks": 0, "loss_rank_avg": 0.03551428020000458, "step": 12385, "valid_targets_mean": 3601.5, "valid_targets_min": 2709 }, { "epoch": 6.830209481808159, "grad_norm": 0.6450879560147654, "learning_rate": 7.211325212117759e-08, "loss": 0.0644, "loss_nan_ranks": 0, "loss_rank_avg": 0.04826982691884041, "step": 12390, "valid_targets_mean": 1605.5, "valid_targets_min": 781 }, { "epoch": 6.8329658213891955, "grad_norm": 0.34377627230542573, "learning_rate": 6.979971892770998e-08, "loss": 0.0634, "loss_nan_ranks": 0, "loss_rank_avg": 0.02662857249379158, "step": 12395, "valid_targets_mean": 3703.2, "valid_targets_min": 2343 }, { "epoch": 6.835722160970231, "grad_norm": 0.386532054790279, "learning_rate": 6.752383971404097e-08, "loss": 0.0643, "loss_nan_ranks": 0, "loss_rank_avg": 0.026853736490011215, "step": 12400, "valid_targets_mean": 1990.2, "valid_targets_min": 545 }, { "epoch": 6.838478500551268, "grad_norm": 0.407646005165065, "learning_rate": 6.528561877997108e-08, "loss": 0.1072, "loss_nan_ranks": 0, "loss_rank_avg": 0.03396901860833168, "step": 12405, "valid_targets_mean": 3322.1, "valid_targets_min": 904 }, { "epoch": 6.841234840132304, "grad_norm": 0.3968501139297692, "learning_rate": 6.308506035415552e-08, "loss": 0.0937, "loss_nan_ranks": 0, "loss_rank_avg": 0.06823492050170898, "step": 12410, "valid_targets_mean": 3514.5, "valid_targets_min": 2184 }, { "epoch": 6.843991179713341, "grad_norm": 0.34653346597932905, "learning_rate": 6.092216859409306e-08, "loss": 0.0779, "loss_nan_ranks": 0, "loss_rank_avg": 0.022607002407312393, "step": 12415, "valid_targets_mean": 1680.6, "valid_targets_min": 595 }, { "epoch": 6.846747519294377, "grad_norm": 1.1497671161907015, "learning_rate": 5.879694758611942e-08, "loss": 0.0902, "loss_nan_ranks": 0, "loss_rank_avg": 0.0782558023929596, "step": 12420, "valid_targets_mean": 1323.4, "valid_targets_min": 575 }, { "epoch": 6.849503858875414, "grad_norm": 0.6112375724719856, "learning_rate": 5.6709401345396154e-08, "loss": 0.1134, "loss_nan_ranks": 0, "loss_rank_avg": 0.04306153953075409, "step": 12425, "valid_targets_mean": 1671.9, "valid_targets_min": 691 }, { "epoch": 6.85226019845645, "grad_norm": 0.4988687136819589, "learning_rate": 5.4659533815912826e-08, "loss": 0.0794, "loss_nan_ranks": 0, "loss_rank_avg": 0.045069798827171326, "step": 12430, "valid_targets_mean": 1879.5, "valid_targets_min": 687 }, { "epoch": 6.855016538037487, "grad_norm": 0.3882565790042688, "learning_rate": 5.264734887046707e-08, "loss": 0.0914, "loss_nan_ranks": 0, "loss_rank_avg": 0.030401194468140602, "step": 12435, "valid_targets_mean": 3679.5, "valid_targets_min": 2015 }, { "epoch": 6.8577728776185225, "grad_norm": 0.6010030768784288, "learning_rate": 5.06728503106646e-08, "loss": 0.0742, "loss_nan_ranks": 0, "loss_rank_avg": 0.03887934610247612, "step": 12440, "valid_targets_mean": 1351.2, "valid_targets_min": 520 }, { "epoch": 6.860529217199559, "grad_norm": 0.33127583612110834, "learning_rate": 4.8736041866912496e-08, "loss": 0.0729, "loss_nan_ranks": 0, "loss_rank_avg": 0.027286695316433907, "step": 12445, "valid_targets_mean": 4111.8, "valid_targets_min": 466 }, { "epoch": 6.863285556780595, "grad_norm": 0.30931058080356744, "learning_rate": 4.683692719840594e-08, "loss": 0.0784, "loss_nan_ranks": 0, "loss_rank_avg": 0.02128816768527031, "step": 12450, "valid_targets_mean": 5544.5, "valid_targets_min": 4219 }, { "epoch": 6.866041896361632, "grad_norm": 0.3581233686224879, "learning_rate": 4.497550989313038e-08, "loss": 0.0682, "loss_nan_ranks": 0, "loss_rank_avg": 0.024580489844083786, "step": 12455, "valid_targets_mean": 3800.1, "valid_targets_min": 456 }, { "epoch": 6.868798235942668, "grad_norm": 0.38389781780672394, "learning_rate": 4.315179346784826e-08, "loss": 0.0665, "loss_nan_ranks": 0, "loss_rank_avg": 0.030943233519792557, "step": 12460, "valid_targets_mean": 3487.1, "valid_targets_min": 976 }, { "epoch": 6.871554575523705, "grad_norm": 0.4403145144513486, "learning_rate": 4.136578136809233e-08, "loss": 0.0753, "loss_nan_ranks": 0, "loss_rank_avg": 0.046636179089546204, "step": 12465, "valid_targets_mean": 2431.6, "valid_targets_min": 591 }, { "epoch": 6.874310915104741, "grad_norm": 0.4181932833212492, "learning_rate": 3.96174769681612e-08, "loss": 0.0817, "loss_nan_ranks": 0, "loss_rank_avg": 0.0463918074965477, "step": 12470, "valid_targets_mean": 3660.8, "valid_targets_min": 2753 }, { "epoch": 6.877067254685778, "grad_norm": 0.40243478423363044, "learning_rate": 3.790688357111494e-08, "loss": 0.0848, "loss_nan_ranks": 0, "loss_rank_avg": 0.04377498850226402, "step": 12475, "valid_targets_mean": 3690.9, "valid_targets_min": 2892 }, { "epoch": 6.879823594266814, "grad_norm": 0.4003064076016153, "learning_rate": 3.62340044087639e-08, "loss": 0.073, "loss_nan_ranks": 0, "loss_rank_avg": 0.03098774328827858, "step": 12480, "valid_targets_mean": 3447.0, "valid_targets_min": 1093 }, { "epoch": 6.88257993384785, "grad_norm": 0.4358853986734758, "learning_rate": 3.45988426416688e-08, "loss": 0.071, "loss_nan_ranks": 0, "loss_rank_avg": 0.04536157473921776, "step": 12485, "valid_targets_mean": 3798.8, "valid_targets_min": 1861 }, { "epoch": 6.885336273428886, "grad_norm": 0.3910370394563129, "learning_rate": 3.3001401359125106e-08, "loss": 0.0788, "loss_nan_ranks": 0, "loss_rank_avg": 0.02842230536043644, "step": 12490, "valid_targets_mean": 3005.0, "valid_targets_min": 720 }, { "epoch": 6.888092613009923, "grad_norm": 0.3325990569830016, "learning_rate": 3.1441683579167545e-08, "loss": 0.0594, "loss_nan_ranks": 0, "loss_rank_avg": 0.026847798377275467, "step": 12495, "valid_targets_mean": 3797.5, "valid_targets_min": 2761 }, { "epoch": 6.890848952590959, "grad_norm": 0.49238440629594865, "learning_rate": 2.991969224856117e-08, "loss": 0.0791, "loss_nan_ranks": 0, "loss_rank_avg": 0.029867786914110184, "step": 12500, "valid_targets_mean": 2420.0, "valid_targets_min": 588 }, { "epoch": 6.893605292171996, "grad_norm": 0.4461244518156673, "learning_rate": 2.8435430242792496e-08, "loss": 0.0741, "loss_nan_ranks": 0, "loss_rank_avg": 0.03694469481706619, "step": 12505, "valid_targets_mean": 3433.5, "valid_targets_min": 596 }, { "epoch": 6.896361631753032, "grad_norm": 0.44218541196510724, "learning_rate": 2.6988900366067274e-08, "loss": 0.0848, "loss_nan_ranks": 0, "loss_rank_avg": 0.04154649004340172, "step": 12510, "valid_targets_mean": 3530.0, "valid_targets_min": 1636 }, { "epoch": 6.899117971334069, "grad_norm": 0.46344153748813605, "learning_rate": 2.558010535130162e-08, "loss": 0.0765, "loss_nan_ranks": 0, "loss_rank_avg": 0.03794536739587784, "step": 12515, "valid_targets_mean": 1950.8, "valid_targets_min": 454 }, { "epoch": 6.901874310915105, "grad_norm": 0.7690549424645567, "learning_rate": 2.4209047860122015e-08, "loss": 0.0826, "loss_nan_ranks": 0, "loss_rank_avg": 0.0450926348567009, "step": 12520, "valid_targets_mean": 819.5, "valid_targets_min": 609 }, { "epoch": 6.904630650496141, "grad_norm": 0.7507289498884353, "learning_rate": 2.2875730482856405e-08, "loss": 0.0768, "loss_nan_ranks": 0, "loss_rank_avg": 0.06610219180583954, "step": 12525, "valid_targets_mean": 2364.8, "valid_targets_min": 893 }, { "epoch": 6.907386990077177, "grad_norm": 0.4155390484079837, "learning_rate": 2.1580155738534226e-08, "loss": 0.0829, "loss_nan_ranks": 0, "loss_rank_avg": 0.030742565169930458, "step": 12530, "valid_targets_mean": 3029.5, "valid_targets_min": 1140 }, { "epoch": 6.910143329658214, "grad_norm": 0.455966338770568, "learning_rate": 2.0322326074875277e-08, "loss": 0.0761, "loss_nan_ranks": 0, "loss_rank_avg": 0.04529863968491554, "step": 12535, "valid_targets_mean": 3029.6, "valid_targets_min": 1502 }, { "epoch": 6.91289966923925, "grad_norm": 0.5878871867331752, "learning_rate": 1.9102243868285298e-08, "loss": 0.0672, "loss_nan_ranks": 0, "loss_rank_avg": 0.041006460785865784, "step": 12540, "valid_targets_mean": 1295.8, "valid_targets_min": 624 }, { "epoch": 6.915656008820287, "grad_norm": 0.5976068964105508, "learning_rate": 1.791991142385596e-08, "loss": 0.0851, "loss_nan_ranks": 0, "loss_rank_avg": 0.048554107546806335, "step": 12545, "valid_targets_mean": 1481.6, "valid_targets_min": 687 }, { "epoch": 6.918412348401323, "grad_norm": 0.3619404922287913, "learning_rate": 1.677533097536266e-08, "loss": 0.0732, "loss_nan_ranks": 0, "loss_rank_avg": 0.02396014705300331, "step": 12550, "valid_targets_mean": 3963.5, "valid_targets_min": 3651 }, { "epoch": 6.92116868798236, "grad_norm": 0.3667170722909769, "learning_rate": 1.5668504685251163e-08, "loss": 0.0654, "loss_nan_ranks": 0, "loss_rank_avg": 0.043025754392147064, "step": 12555, "valid_targets_mean": 5041.0, "valid_targets_min": 3813 }, { "epoch": 6.923925027563396, "grad_norm": 0.3607427507710741, "learning_rate": 1.4599434644639866e-08, "loss": 0.0726, "loss_nan_ranks": 0, "loss_rank_avg": 0.03428248316049576, "step": 12560, "valid_targets_mean": 2392.4, "valid_targets_min": 757 }, { "epoch": 6.9266813671444325, "grad_norm": 0.40390372873299646, "learning_rate": 1.3568122873313106e-08, "loss": 0.0637, "loss_nan_ranks": 0, "loss_rank_avg": 0.035549458116292953, "step": 12565, "valid_targets_mean": 3566.1, "valid_targets_min": 664 }, { "epoch": 6.929437706725468, "grad_norm": 0.39914053467229454, "learning_rate": 1.2574571319723395e-08, "loss": 0.0615, "loss_nan_ranks": 0, "loss_rank_avg": 0.04623376205563545, "step": 12570, "valid_targets_mean": 4990.0, "valid_targets_min": 4088 }, { "epoch": 6.932194046306505, "grad_norm": 0.3745950705926087, "learning_rate": 1.161878186098031e-08, "loss": 0.0802, "loss_nan_ranks": 0, "loss_rank_avg": 0.031329452991485596, "step": 12575, "valid_targets_mean": 3248.4, "valid_targets_min": 779 }, { "epoch": 6.934950385887541, "grad_norm": 0.5137781308989937, "learning_rate": 1.070075630284828e-08, "loss": 0.0885, "loss_nan_ranks": 0, "loss_rank_avg": 0.03825901448726654, "step": 12580, "valid_targets_mean": 3469.2, "valid_targets_min": 1084 }, { "epoch": 6.937706725468578, "grad_norm": 0.457523288553172, "learning_rate": 9.820496379748801e-09, "loss": 0.0724, "loss_nan_ranks": 0, "loss_rank_avg": 0.0451371893286705, "step": 12585, "valid_targets_mean": 3227.9, "valid_targets_min": 700 }, { "epoch": 6.940463065049614, "grad_norm": 0.4368051293694344, "learning_rate": 8.978003754744891e-09, "loss": 0.0764, "loss_nan_ranks": 0, "loss_rank_avg": 0.027652854099869728, "step": 12590, "valid_targets_mean": 2815.9, "valid_targets_min": 769 }, { "epoch": 6.943219404630651, "grad_norm": 0.33439153596930243, "learning_rate": 8.17328001955886e-09, "loss": 0.092, "loss_nan_ranks": 0, "loss_rank_avg": 0.026871275156736374, "step": 12595, "valid_targets_mean": 3541.8, "valid_targets_min": 982 }, { "epoch": 6.945975744211687, "grad_norm": 0.4609353945789452, "learning_rate": 7.406326694543442e-09, "loss": 0.0694, "loss_nan_ranks": 0, "loss_rank_avg": 0.04127993434667587, "step": 12600, "valid_targets_mean": 3189.4, "valid_targets_min": 1043 }, { "epoch": 6.948732083792724, "grad_norm": 0.39732565516863816, "learning_rate": 6.677145228699555e-09, "loss": 0.0748, "loss_nan_ranks": 0, "loss_rank_avg": 0.03324468806385994, "step": 12605, "valid_targets_mean": 3380.1, "valid_targets_min": 1067 }, { "epoch": 6.9514884233737595, "grad_norm": 0.42311130630578014, "learning_rate": 5.985736999665204e-09, "loss": 0.0715, "loss_nan_ranks": 0, "loss_rank_avg": 0.058023326098918915, "step": 12610, "valid_targets_mean": 3092.6, "valid_targets_min": 901 }, { "epoch": 6.954244762954796, "grad_norm": 0.6274996391578916, "learning_rate": 5.332103313713255e-09, "loss": 0.1122, "loss_nan_ranks": 0, "loss_rank_avg": 0.04706891253590584, "step": 12615, "valid_targets_mean": 1287.2, "valid_targets_min": 567 }, { "epoch": 6.957001102535832, "grad_norm": 0.5221086656770177, "learning_rate": 4.716245405747e-09, "loss": 0.0878, "loss_nan_ranks": 0, "loss_rank_avg": 0.047883741557598114, "step": 12620, "valid_targets_mean": 3460.5, "valid_targets_min": 831 }, { "epoch": 6.959757442116869, "grad_norm": 0.4634443093744723, "learning_rate": 4.138164439304593e-09, "loss": 0.0702, "loss_nan_ranks": 0, "loss_rank_avg": 0.029030289500951767, "step": 12625, "valid_targets_mean": 2148.4, "valid_targets_min": 632 }, { "epoch": 6.962513781697905, "grad_norm": 0.386145850063163, "learning_rate": 3.5978615065479504e-09, "loss": 0.0702, "loss_nan_ranks": 0, "loss_rank_avg": 0.035001419484615326, "step": 12630, "valid_targets_mean": 2754.4, "valid_targets_min": 1583 }, { "epoch": 6.965270121278942, "grad_norm": 0.3923364744929002, "learning_rate": 3.0953376282694126e-09, "loss": 0.0688, "loss_nan_ranks": 0, "loss_rank_avg": 0.029471293091773987, "step": 12635, "valid_targets_mean": 3267.4, "valid_targets_min": 796 }, { "epoch": 6.968026460859978, "grad_norm": 0.3905166842367607, "learning_rate": 2.6305937538828595e-09, "loss": 0.0631, "loss_nan_ranks": 0, "loss_rank_avg": 0.02997518517076969, "step": 12640, "valid_targets_mean": 3208.9, "valid_targets_min": 952 }, { "epoch": 6.970782800441015, "grad_norm": 0.5400194832042085, "learning_rate": 2.203630761423714e-09, "loss": 0.086, "loss_nan_ranks": 0, "loss_rank_avg": 0.037696488201618195, "step": 12645, "valid_targets_mean": 2115.5, "valid_targets_min": 885 }, { "epoch": 6.9735391400220506, "grad_norm": 0.41825412741101065, "learning_rate": 1.81444945755338e-09, "loss": 0.0623, "loss_nan_ranks": 0, "loss_rank_avg": 0.03784322366118431, "step": 12650, "valid_targets_mean": 3298.5, "valid_targets_min": 1018 }, { "epoch": 6.976295479603087, "grad_norm": 0.46181704909513704, "learning_rate": 1.4630505775459213e-09, "loss": 0.0681, "loss_nan_ranks": 0, "loss_rank_avg": 0.03504685312509537, "step": 12655, "valid_targets_mean": 2170.4, "valid_targets_min": 782 }, { "epoch": 6.979051819184123, "grad_norm": 0.46455926630735983, "learning_rate": 1.1494347852991639e-09, "loss": 0.0694, "loss_nan_ranks": 0, "loss_rank_avg": 0.04397851228713989, "step": 12660, "valid_targets_mean": 3052.4, "valid_targets_min": 2563 }, { "epoch": 6.98180815876516, "grad_norm": 0.3523323196516239, "learning_rate": 8.736026733213721e-10, "loss": 0.0725, "loss_nan_ranks": 0, "loss_rank_avg": 0.03489045426249504, "step": 12665, "valid_targets_mean": 3972.9, "valid_targets_min": 2264 }, { "epoch": 6.984564498346196, "grad_norm": 0.4257124485105558, "learning_rate": 6.355547627445724e-10, "loss": 0.0621, "loss_nan_ranks": 0, "loss_rank_avg": 0.039443500339984894, "step": 12670, "valid_targets_mean": 4005.2, "valid_targets_min": 2423 }, { "epoch": 6.987320837927233, "grad_norm": 0.40889617547906687, "learning_rate": 4.352915033090099e-10, "loss": 0.068, "loss_nan_ranks": 0, "loss_rank_avg": 0.04439264163374901, "step": 12675, "valid_targets_mean": 4350.4, "valid_targets_min": 2545 }, { "epoch": 6.990077177508269, "grad_norm": 0.5824100358118545, "learning_rate": 2.728132733720301e-10, "loss": 0.1021, "loss_nan_ranks": 0, "loss_rank_avg": 0.07505124062299728, "step": 12680, "valid_targets_mean": 2195.4, "valid_targets_min": 1523 }, { "epoch": 6.992833517089306, "grad_norm": 0.3241444796490329, "learning_rate": 1.4812037989919702e-10, "loss": 0.1191, "loss_nan_ranks": 0, "loss_rank_avg": 0.019839102402329445, "step": 12685, "valid_targets_mean": 3601.6, "valid_targets_min": 1092 }, { "epoch": 6.995589856670342, "grad_norm": 0.37947487969533694, "learning_rate": 6.121305847317516e-11, "loss": 0.069, "loss_nan_ranks": 0, "loss_rank_avg": 0.02677541971206665, "step": 12690, "valid_targets_mean": 3158.4, "valid_targets_min": 835 }, { "epoch": 6.998346196251378, "grad_norm": 0.35921445277273123, "learning_rate": 1.2091473289288502e-11, "loss": 0.0651, "loss_nan_ranks": 0, "loss_rank_avg": 0.029492974281311035, "step": 12695, "valid_targets_mean": 3701.5, "valid_targets_min": 2543 }, { "epoch": 7.0, "loss_nan_ranks": 0, "loss_rank_avg": 0.04253735765814781, "step": 12698, "total_flos": 3.879727127867687e+18, "train_loss": 0.18411178431570632, "train_runtime": 81354.623, "train_samples_per_second": 2.497, "train_steps_per_second": 0.156, "valid_targets_mean": 4458.2, "valid_targets_min": 1268 } ], "logging_steps": 5, "max_steps": 12698, "num_input_tokens_seen": 0, "num_train_epochs": 7, "save_steps": 1500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 3.879727127867687e+18, "train_batch_size": 1, "trial_name": null, "trial_params": null }