{ "best_global_step": null, "best_metric": null, "best_model_checkpoint": null, "epoch": 7.0, "eval_steps": 500, "global_step": 4382, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.007987220447284345, "grad_norm": 22.29097396850603, "learning_rate": 3.644646924829157e-07, "loss": 0.8976, "loss_nan_ranks": 0, "loss_rank_avg": 0.8962365984916687, "step": 5, "valid_targets_mean": 5544.1, "valid_targets_min": 774 }, { "epoch": 0.01597444089456869, "grad_norm": 17.447315205009904, "learning_rate": 8.200455580865605e-07, "loss": 0.8775, "loss_nan_ranks": 0, "loss_rank_avg": 0.906883955001831, "step": 10, "valid_targets_mean": 6865.4, "valid_targets_min": 2049 }, { "epoch": 0.023961661341853034, "grad_norm": 18.40336164233113, "learning_rate": 1.2756264236902052e-06, "loss": 0.8746, "loss_nan_ranks": 0, "loss_rank_avg": 0.8615728616714478, "step": 15, "valid_targets_mean": 5900.9, "valid_targets_min": 2442 }, { "epoch": 0.03194888178913738, "grad_norm": 13.408256165170581, "learning_rate": 1.7312072892938498e-06, "loss": 0.8415, "loss_nan_ranks": 0, "loss_rank_avg": 0.7963252067565918, "step": 20, "valid_targets_mean": 5199.8, "valid_targets_min": 2192 }, { "epoch": 0.039936102236421724, "grad_norm": 7.13149306522106, "learning_rate": 2.1867881548974945e-06, "loss": 0.7727, "loss_nan_ranks": 0, "loss_rank_avg": 0.7700879573822021, "step": 25, "valid_targets_mean": 6628.6, "valid_targets_min": 2982 }, { "epoch": 0.04792332268370607, "grad_norm": 4.456123394412002, "learning_rate": 2.642369020501139e-06, "loss": 0.7419, "loss_nan_ranks": 0, "loss_rank_avg": 0.7289493680000305, "step": 30, "valid_targets_mean": 5167.9, "valid_targets_min": 1882 }, { "epoch": 0.05591054313099041, "grad_norm": 2.2132255037980966, "learning_rate": 3.0979498861047843e-06, "loss": 0.6814, "loss_nan_ranks": 0, "loss_rank_avg": 0.7029756307601929, "step": 35, "valid_targets_mean": 6758.6, "valid_targets_min": 2033 }, { "epoch": 0.06389776357827476, "grad_norm": 1.6914619271640663, "learning_rate": 3.5535307517084285e-06, "loss": 0.6716, "loss_nan_ranks": 0, "loss_rank_avg": 0.6477246880531311, "step": 40, "valid_targets_mean": 5334.2, "valid_targets_min": 2068 }, { "epoch": 0.07188498402555911, "grad_norm": 1.2938225524942115, "learning_rate": 4.009111617312073e-06, "loss": 0.6245, "loss_nan_ranks": 0, "loss_rank_avg": 0.6096252202987671, "step": 45, "valid_targets_mean": 6425.3, "valid_targets_min": 3166 }, { "epoch": 0.07987220447284345, "grad_norm": 1.1251836905658048, "learning_rate": 4.464692482915718e-06, "loss": 0.6949, "loss_nan_ranks": 0, "loss_rank_avg": 0.678775429725647, "step": 50, "valid_targets_mean": 6675.1, "valid_targets_min": 2692 }, { "epoch": 0.0878594249201278, "grad_norm": 0.8759483187690443, "learning_rate": 4.920273348519363e-06, "loss": 0.6011, "loss_nan_ranks": 0, "loss_rank_avg": 0.5774353742599487, "step": 55, "valid_targets_mean": 6467.1, "valid_targets_min": 3484 }, { "epoch": 0.09584664536741214, "grad_norm": 0.8391722198296493, "learning_rate": 5.375854214123008e-06, "loss": 0.6147, "loss_nan_ranks": 0, "loss_rank_avg": 0.6102516055107117, "step": 60, "valid_targets_mean": 6713.9, "valid_targets_min": 2838 }, { "epoch": 0.10383386581469649, "grad_norm": 0.7933498808821272, "learning_rate": 5.831435079726651e-06, "loss": 0.6085, "loss_nan_ranks": 0, "loss_rank_avg": 0.5953581929206848, "step": 65, "valid_targets_mean": 5745.7, "valid_targets_min": 2472 }, { "epoch": 0.11182108626198083, "grad_norm": 0.7011614956821861, "learning_rate": 6.287015945330297e-06, "loss": 0.5805, "loss_nan_ranks": 0, "loss_rank_avg": 0.5873997807502747, "step": 70, "valid_targets_mean": 6020.4, "valid_targets_min": 3162 }, { "epoch": 0.11980830670926518, "grad_norm": 0.7078036797086826, "learning_rate": 6.742596810933942e-06, "loss": 0.5448, "loss_nan_ranks": 0, "loss_rank_avg": 0.5022627115249634, "step": 75, "valid_targets_mean": 5312.5, "valid_targets_min": 710 }, { "epoch": 0.12779552715654952, "grad_norm": 0.6310376996450648, "learning_rate": 7.1981776765375854e-06, "loss": 0.5373, "loss_nan_ranks": 0, "loss_rank_avg": 0.5161950588226318, "step": 80, "valid_targets_mean": 5789.0, "valid_targets_min": 2637 }, { "epoch": 0.13578274760383385, "grad_norm": 0.617185355615476, "learning_rate": 7.65375854214123e-06, "loss": 0.5274, "loss_nan_ranks": 0, "loss_rank_avg": 0.49450981616973877, "step": 85, "valid_targets_mean": 5372.6, "valid_targets_min": 2430 }, { "epoch": 0.14376996805111822, "grad_norm": 0.5474710996437506, "learning_rate": 8.109339407744875e-06, "loss": 0.5336, "loss_nan_ranks": 0, "loss_rank_avg": 0.5298895835876465, "step": 90, "valid_targets_mean": 6071.4, "valid_targets_min": 2373 }, { "epoch": 0.15175718849840256, "grad_norm": 0.5059145649891029, "learning_rate": 8.564920273348521e-06, "loss": 0.5371, "loss_nan_ranks": 0, "loss_rank_avg": 0.5200586915016174, "step": 95, "valid_targets_mean": 6590.7, "valid_targets_min": 815 }, { "epoch": 0.1597444089456869, "grad_norm": 0.5555867702885045, "learning_rate": 9.020501138952164e-06, "loss": 0.4969, "loss_nan_ranks": 0, "loss_rank_avg": 0.5005719661712646, "step": 100, "valid_targets_mean": 5887.2, "valid_targets_min": 778 }, { "epoch": 0.16773162939297126, "grad_norm": 0.5518211432988361, "learning_rate": 9.47608200455581e-06, "loss": 0.4856, "loss_nan_ranks": 0, "loss_rank_avg": 0.44539234042167664, "step": 105, "valid_targets_mean": 5481.1, "valid_targets_min": 2512 }, { "epoch": 0.1757188498402556, "grad_norm": 0.5004735962021326, "learning_rate": 9.931662870159453e-06, "loss": 0.4646, "loss_nan_ranks": 0, "loss_rank_avg": 0.42964237928390503, "step": 110, "valid_targets_mean": 5738.3, "valid_targets_min": 3215 }, { "epoch": 0.18370607028753994, "grad_norm": 0.5344452976401932, "learning_rate": 1.03872437357631e-05, "loss": 0.4804, "loss_nan_ranks": 0, "loss_rank_avg": 0.4274917244911194, "step": 115, "valid_targets_mean": 5590.9, "valid_targets_min": 3197 }, { "epoch": 0.19169329073482427, "grad_norm": 0.5167028899228091, "learning_rate": 1.0842824601366744e-05, "loss": 0.4735, "loss_nan_ranks": 0, "loss_rank_avg": 0.4663624167442322, "step": 120, "valid_targets_mean": 6678.6, "valid_targets_min": 3448 }, { "epoch": 0.19968051118210864, "grad_norm": 0.6829126849974234, "learning_rate": 1.1298405466970387e-05, "loss": 0.4417, "loss_nan_ranks": 0, "loss_rank_avg": 0.4442654550075531, "step": 125, "valid_targets_mean": 4994.4, "valid_targets_min": 2545 }, { "epoch": 0.20766773162939298, "grad_norm": 0.5231813461442346, "learning_rate": 1.1753986332574032e-05, "loss": 0.4661, "loss_nan_ranks": 0, "loss_rank_avg": 0.484214186668396, "step": 130, "valid_targets_mean": 6270.8, "valid_targets_min": 1923 }, { "epoch": 0.21565495207667731, "grad_norm": 0.5532665550579746, "learning_rate": 1.2209567198177677e-05, "loss": 0.4672, "loss_nan_ranks": 0, "loss_rank_avg": 0.4827231764793396, "step": 135, "valid_targets_mean": 5484.6, "valid_targets_min": 654 }, { "epoch": 0.22364217252396165, "grad_norm": 0.54115252706349, "learning_rate": 1.2665148063781323e-05, "loss": 0.4433, "loss_nan_ranks": 0, "loss_rank_avg": 0.4202059805393219, "step": 140, "valid_targets_mean": 5385.4, "valid_targets_min": 2523 }, { "epoch": 0.23162939297124602, "grad_norm": 0.4675239043218751, "learning_rate": 1.3120728929384968e-05, "loss": 0.4196, "loss_nan_ranks": 0, "loss_rank_avg": 0.42856523394584656, "step": 145, "valid_targets_mean": 6593.8, "valid_targets_min": 3865 }, { "epoch": 0.23961661341853036, "grad_norm": 0.5014026032614606, "learning_rate": 1.357630979498861e-05, "loss": 0.4375, "loss_nan_ranks": 0, "loss_rank_avg": 0.4211668372154236, "step": 150, "valid_targets_mean": 6255.1, "valid_targets_min": 2793 }, { "epoch": 0.2476038338658147, "grad_norm": 0.5661528551947529, "learning_rate": 1.4031890660592255e-05, "loss": 0.447, "loss_nan_ranks": 0, "loss_rank_avg": 0.41060033440589905, "step": 155, "valid_targets_mean": 5486.7, "valid_targets_min": 850 }, { "epoch": 0.25559105431309903, "grad_norm": 0.5316496249184558, "learning_rate": 1.4487471526195902e-05, "loss": 0.4215, "loss_nan_ranks": 0, "loss_rank_avg": 0.4127007722854614, "step": 160, "valid_targets_mean": 6952.2, "valid_targets_min": 3028 }, { "epoch": 0.26357827476038337, "grad_norm": 0.5455090268123999, "learning_rate": 1.4943052391799546e-05, "loss": 0.4319, "loss_nan_ranks": 0, "loss_rank_avg": 0.4257356524467468, "step": 165, "valid_targets_mean": 6078.4, "valid_targets_min": 2634 }, { "epoch": 0.2715654952076677, "grad_norm": 0.594020125737104, "learning_rate": 1.539863325740319e-05, "loss": 0.4292, "loss_nan_ranks": 0, "loss_rank_avg": 0.4559805989265442, "step": 170, "valid_targets_mean": 6805.6, "valid_targets_min": 4294 }, { "epoch": 0.2795527156549521, "grad_norm": 0.522417181293472, "learning_rate": 1.5854214123006836e-05, "loss": 0.4156, "loss_nan_ranks": 0, "loss_rank_avg": 0.3874110281467438, "step": 175, "valid_targets_mean": 6254.8, "valid_targets_min": 2253 }, { "epoch": 0.28753993610223644, "grad_norm": 0.5428395624186126, "learning_rate": 1.630979498861048e-05, "loss": 0.4173, "loss_nan_ranks": 0, "loss_rank_avg": 0.4159950017929077, "step": 180, "valid_targets_mean": 5860.8, "valid_targets_min": 1902 }, { "epoch": 0.2955271565495208, "grad_norm": 0.5358549711296916, "learning_rate": 1.6765375854214125e-05, "loss": 0.3776, "loss_nan_ranks": 0, "loss_rank_avg": 0.3822939395904541, "step": 185, "valid_targets_mean": 6356.2, "valid_targets_min": 2948 }, { "epoch": 0.3035143769968051, "grad_norm": 0.5426788394144003, "learning_rate": 1.722095671981777e-05, "loss": 0.4459, "loss_nan_ranks": 0, "loss_rank_avg": 0.4878259301185608, "step": 190, "valid_targets_mean": 7617.1, "valid_targets_min": 4064 }, { "epoch": 0.31150159744408945, "grad_norm": 0.5026620650853947, "learning_rate": 1.7676537585421415e-05, "loss": 0.4111, "loss_nan_ranks": 0, "loss_rank_avg": 0.3959900736808777, "step": 195, "valid_targets_mean": 6262.6, "valid_targets_min": 2355 }, { "epoch": 0.3194888178913738, "grad_norm": 0.7377751223656953, "learning_rate": 1.813211845102506e-05, "loss": 0.4158, "loss_nan_ranks": 0, "loss_rank_avg": 0.3927955627441406, "step": 200, "valid_targets_mean": 5987.2, "valid_targets_min": 1410 }, { "epoch": 0.3274760383386581, "grad_norm": 0.5558038762919252, "learning_rate": 1.8587699316628704e-05, "loss": 0.3835, "loss_nan_ranks": 0, "loss_rank_avg": 0.3979894518852234, "step": 205, "valid_targets_mean": 6104.1, "valid_targets_min": 2891 }, { "epoch": 0.3354632587859425, "grad_norm": 0.5500077281201249, "learning_rate": 1.904328018223235e-05, "loss": 0.4115, "loss_nan_ranks": 0, "loss_rank_avg": 0.4100519120693207, "step": 210, "valid_targets_mean": 5980.8, "valid_targets_min": 2149 }, { "epoch": 0.34345047923322686, "grad_norm": 0.5267342611853494, "learning_rate": 1.9498861047835993e-05, "loss": 0.3775, "loss_nan_ranks": 0, "loss_rank_avg": 0.3988687992095947, "step": 215, "valid_targets_mean": 5932.4, "valid_targets_min": 2627 }, { "epoch": 0.3514376996805112, "grad_norm": 0.5687702541878422, "learning_rate": 1.9954441913439638e-05, "loss": 0.4121, "loss_nan_ranks": 0, "loss_rank_avg": 0.404974102973938, "step": 220, "valid_targets_mean": 6019.1, "valid_targets_min": 3197 }, { "epoch": 0.35942492012779553, "grad_norm": 0.5214189282649531, "learning_rate": 2.0410022779043283e-05, "loss": 0.408, "loss_nan_ranks": 0, "loss_rank_avg": 0.4424813985824585, "step": 225, "valid_targets_mean": 6421.6, "valid_targets_min": 3161 }, { "epoch": 0.36741214057507987, "grad_norm": 0.4916702781926527, "learning_rate": 2.0865603644646927e-05, "loss": 0.4112, "loss_nan_ranks": 0, "loss_rank_avg": 0.35374367237091064, "step": 230, "valid_targets_mean": 6313.9, "valid_targets_min": 3229 }, { "epoch": 0.3753993610223642, "grad_norm": 0.5675566728715148, "learning_rate": 2.1321184510250572e-05, "loss": 0.381, "loss_nan_ranks": 0, "loss_rank_avg": 0.36870861053466797, "step": 235, "valid_targets_mean": 5828.0, "valid_targets_min": 2662 }, { "epoch": 0.38338658146964855, "grad_norm": 0.5847156984294266, "learning_rate": 2.1776765375854217e-05, "loss": 0.3975, "loss_nan_ranks": 0, "loss_rank_avg": 0.38380903005599976, "step": 240, "valid_targets_mean": 5947.7, "valid_targets_min": 1960 }, { "epoch": 0.3913738019169329, "grad_norm": 0.5824619896215698, "learning_rate": 2.223234624145786e-05, "loss": 0.3822, "loss_nan_ranks": 0, "loss_rank_avg": 0.3842066526412964, "step": 245, "valid_targets_mean": 6012.7, "valid_targets_min": 2141 }, { "epoch": 0.3993610223642173, "grad_norm": 0.5327184879832241, "learning_rate": 2.2687927107061506e-05, "loss": 0.3892, "loss_nan_ranks": 0, "loss_rank_avg": 0.3933866024017334, "step": 250, "valid_targets_mean": 5548.7, "valid_targets_min": 820 }, { "epoch": 0.4073482428115016, "grad_norm": 0.5116314853804573, "learning_rate": 2.314350797266515e-05, "loss": 0.4008, "loss_nan_ranks": 0, "loss_rank_avg": 0.4094942808151245, "step": 255, "valid_targets_mean": 6455.1, "valid_targets_min": 2554 }, { "epoch": 0.41533546325878595, "grad_norm": 0.5766834587433843, "learning_rate": 2.3599088838268792e-05, "loss": 0.3822, "loss_nan_ranks": 0, "loss_rank_avg": 0.3770338296890259, "step": 260, "valid_targets_mean": 4891.6, "valid_targets_min": 1079 }, { "epoch": 0.4233226837060703, "grad_norm": 0.5365075006934845, "learning_rate": 2.4054669703872436e-05, "loss": 0.3828, "loss_nan_ranks": 0, "loss_rank_avg": 0.39622747898101807, "step": 265, "valid_targets_mean": 6021.6, "valid_targets_min": 3425 }, { "epoch": 0.43130990415335463, "grad_norm": 0.5460731656280722, "learning_rate": 2.4510250569476085e-05, "loss": 0.3817, "loss_nan_ranks": 0, "loss_rank_avg": 0.35893553495407104, "step": 270, "valid_targets_mean": 5989.9, "valid_targets_min": 2574 }, { "epoch": 0.43929712460063897, "grad_norm": 0.6079611703102372, "learning_rate": 2.496583143507973e-05, "loss": 0.3867, "loss_nan_ranks": 0, "loss_rank_avg": 0.39559704065322876, "step": 275, "valid_targets_mean": 6586.9, "valid_targets_min": 2085 }, { "epoch": 0.4472843450479233, "grad_norm": 0.49978220129497253, "learning_rate": 2.5421412300683374e-05, "loss": 0.3757, "loss_nan_ranks": 0, "loss_rank_avg": 0.3840124309062958, "step": 280, "valid_targets_mean": 7195.6, "valid_targets_min": 2446 }, { "epoch": 0.45527156549520764, "grad_norm": 0.4890739738357231, "learning_rate": 2.587699316628702e-05, "loss": 0.389, "loss_nan_ranks": 0, "loss_rank_avg": 0.38446980714797974, "step": 285, "valid_targets_mean": 6686.1, "valid_targets_min": 2189 }, { "epoch": 0.46325878594249204, "grad_norm": 0.5608685116856191, "learning_rate": 2.6332574031890663e-05, "loss": 0.369, "loss_nan_ranks": 0, "loss_rank_avg": 0.3336634933948517, "step": 290, "valid_targets_mean": 4896.4, "valid_targets_min": 2432 }, { "epoch": 0.4712460063897764, "grad_norm": 0.5580624238237674, "learning_rate": 2.6788154897494308e-05, "loss": 0.3866, "loss_nan_ranks": 0, "loss_rank_avg": 0.3963642716407776, "step": 295, "valid_targets_mean": 6492.6, "valid_targets_min": 3021 }, { "epoch": 0.4792332268370607, "grad_norm": 0.5653648550455211, "learning_rate": 2.7243735763097953e-05, "loss": 0.3596, "loss_nan_ranks": 0, "loss_rank_avg": 0.38598793745040894, "step": 300, "valid_targets_mean": 6002.1, "valid_targets_min": 3217 }, { "epoch": 0.48722044728434505, "grad_norm": 0.5523573341881904, "learning_rate": 2.7699316628701597e-05, "loss": 0.3957, "loss_nan_ranks": 0, "loss_rank_avg": 0.38130322098731995, "step": 305, "valid_targets_mean": 6425.9, "valid_targets_min": 796 }, { "epoch": 0.4952076677316294, "grad_norm": 0.5908800201210523, "learning_rate": 2.815489749430524e-05, "loss": 0.3755, "loss_nan_ranks": 0, "loss_rank_avg": 0.40736281871795654, "step": 310, "valid_targets_mean": 5972.9, "valid_targets_min": 2481 }, { "epoch": 0.5031948881789138, "grad_norm": 0.5050182290593928, "learning_rate": 2.8610478359908883e-05, "loss": 0.3654, "loss_nan_ranks": 0, "loss_rank_avg": 0.3074182868003845, "step": 315, "valid_targets_mean": 5612.5, "valid_targets_min": 1649 }, { "epoch": 0.5111821086261981, "grad_norm": 0.48241805937181814, "learning_rate": 2.906605922551253e-05, "loss": 0.364, "loss_nan_ranks": 0, "loss_rank_avg": 0.3513393700122833, "step": 320, "valid_targets_mean": 6846.2, "valid_targets_min": 3563 }, { "epoch": 0.5191693290734825, "grad_norm": 0.5454463339417979, "learning_rate": 2.9521640091116176e-05, "loss": 0.3803, "loss_nan_ranks": 0, "loss_rank_avg": 0.33758074045181274, "step": 325, "valid_targets_mean": 5402.2, "valid_targets_min": 2098 }, { "epoch": 0.5271565495207667, "grad_norm": 0.5541261666218144, "learning_rate": 2.997722095671982e-05, "loss": 0.3696, "loss_nan_ranks": 0, "loss_rank_avg": 0.390627920627594, "step": 330, "valid_targets_mean": 6347.6, "valid_targets_min": 2027 }, { "epoch": 0.5351437699680511, "grad_norm": 0.5660404300158841, "learning_rate": 3.0432801822323465e-05, "loss": 0.3534, "loss_nan_ranks": 0, "loss_rank_avg": 0.3044443726539612, "step": 335, "valid_targets_mean": 4961.2, "valid_targets_min": 2713 }, { "epoch": 0.5431309904153354, "grad_norm": 0.5636206871500397, "learning_rate": 3.088838268792711e-05, "loss": 0.3884, "loss_nan_ranks": 0, "loss_rank_avg": 0.31569594144821167, "step": 340, "valid_targets_mean": 5465.3, "valid_targets_min": 2793 }, { "epoch": 0.5511182108626198, "grad_norm": 0.552044840037857, "learning_rate": 3.1343963553530755e-05, "loss": 0.3624, "loss_nan_ranks": 0, "loss_rank_avg": 0.3930482864379883, "step": 345, "valid_targets_mean": 6116.7, "valid_targets_min": 2682 }, { "epoch": 0.5591054313099042, "grad_norm": 0.5058315239087612, "learning_rate": 3.17995444191344e-05, "loss": 0.3517, "loss_nan_ranks": 0, "loss_rank_avg": 0.35888534784317017, "step": 350, "valid_targets_mean": 6523.8, "valid_targets_min": 2418 }, { "epoch": 0.5670926517571885, "grad_norm": 0.538733839072958, "learning_rate": 3.2255125284738044e-05, "loss": 0.3708, "loss_nan_ranks": 0, "loss_rank_avg": 0.37181180715560913, "step": 355, "valid_targets_mean": 6577.8, "valid_targets_min": 2399 }, { "epoch": 0.5750798722044729, "grad_norm": 0.5768881154685574, "learning_rate": 3.271070615034169e-05, "loss": 0.3522, "loss_nan_ranks": 0, "loss_rank_avg": 0.35219404101371765, "step": 360, "valid_targets_mean": 4975.4, "valid_targets_min": 719 }, { "epoch": 0.5830670926517572, "grad_norm": 0.5681827811525683, "learning_rate": 3.316628701594533e-05, "loss": 0.3501, "loss_nan_ranks": 0, "loss_rank_avg": 0.31764858961105347, "step": 365, "valid_targets_mean": 5188.6, "valid_targets_min": 2397 }, { "epoch": 0.5910543130990416, "grad_norm": 0.5114875013027304, "learning_rate": 3.362186788154898e-05, "loss": 0.3653, "loss_nan_ranks": 0, "loss_rank_avg": 0.3983859121799469, "step": 370, "valid_targets_mean": 6722.6, "valid_targets_min": 2953 }, { "epoch": 0.5990415335463258, "grad_norm": 0.524015930896569, "learning_rate": 3.407744874715262e-05, "loss": 0.3746, "loss_nan_ranks": 0, "loss_rank_avg": 0.38032034039497375, "step": 375, "valid_targets_mean": 6115.0, "valid_targets_min": 2369 }, { "epoch": 0.6070287539936102, "grad_norm": 0.543583068719088, "learning_rate": 3.453302961275627e-05, "loss": 0.3639, "loss_nan_ranks": 0, "loss_rank_avg": 0.3506336212158203, "step": 380, "valid_targets_mean": 5941.8, "valid_targets_min": 2024 }, { "epoch": 0.6150159744408946, "grad_norm": 0.6024333808585206, "learning_rate": 3.498861047835991e-05, "loss": 0.3451, "loss_nan_ranks": 0, "loss_rank_avg": 0.3517494201660156, "step": 385, "valid_targets_mean": 5661.4, "valid_targets_min": 751 }, { "epoch": 0.6230031948881789, "grad_norm": 0.5877239060485641, "learning_rate": 3.5444191343963557e-05, "loss": 0.346, "loss_nan_ranks": 0, "loss_rank_avg": 0.34555625915527344, "step": 390, "valid_targets_mean": 5934.5, "valid_targets_min": 3422 }, { "epoch": 0.6309904153354633, "grad_norm": 0.5796893402638248, "learning_rate": 3.58997722095672e-05, "loss": 0.3642, "loss_nan_ranks": 0, "loss_rank_avg": 0.3835155963897705, "step": 395, "valid_targets_mean": 5540.4, "valid_targets_min": 1047 }, { "epoch": 0.6389776357827476, "grad_norm": 0.5753191707352615, "learning_rate": 3.6355353075170846e-05, "loss": 0.3577, "loss_nan_ranks": 0, "loss_rank_avg": 0.3626410663127899, "step": 400, "valid_targets_mean": 6477.2, "valid_targets_min": 3771 }, { "epoch": 0.646964856230032, "grad_norm": 0.5086650808450215, "learning_rate": 3.681093394077449e-05, "loss": 0.3689, "loss_nan_ranks": 0, "loss_rank_avg": 0.3235820233821869, "step": 405, "valid_targets_mean": 5537.2, "valid_targets_min": 1126 }, { "epoch": 0.6549520766773163, "grad_norm": 0.5106355971035841, "learning_rate": 3.7266514806378135e-05, "loss": 0.3675, "loss_nan_ranks": 0, "loss_rank_avg": 0.37916722893714905, "step": 410, "valid_targets_mean": 7107.3, "valid_targets_min": 3546 }, { "epoch": 0.6629392971246006, "grad_norm": 0.5153041221999022, "learning_rate": 3.772209567198178e-05, "loss": 0.3433, "loss_nan_ranks": 0, "loss_rank_avg": 0.34424179792404175, "step": 415, "valid_targets_mean": 5599.9, "valid_targets_min": 572 }, { "epoch": 0.670926517571885, "grad_norm": 0.5064092120881107, "learning_rate": 3.8177676537585425e-05, "loss": 0.3683, "loss_nan_ranks": 0, "loss_rank_avg": 0.37698373198509216, "step": 420, "valid_targets_mean": 6666.9, "valid_targets_min": 3318 }, { "epoch": 0.6789137380191693, "grad_norm": 0.5379909104182273, "learning_rate": 3.863325740318907e-05, "loss": 0.3394, "loss_nan_ranks": 0, "loss_rank_avg": 0.2994077801704407, "step": 425, "valid_targets_mean": 4974.1, "valid_targets_min": 831 }, { "epoch": 0.6869009584664537, "grad_norm": 0.5183532226395027, "learning_rate": 3.9088838268792714e-05, "loss": 0.3455, "loss_nan_ranks": 0, "loss_rank_avg": 0.33696937561035156, "step": 430, "valid_targets_mean": 5610.9, "valid_targets_min": 1445 }, { "epoch": 0.694888178913738, "grad_norm": 0.5253204809302123, "learning_rate": 3.954441913439636e-05, "loss": 0.3571, "loss_nan_ranks": 0, "loss_rank_avg": 0.3443463444709778, "step": 435, "valid_targets_mean": 5751.8, "valid_targets_min": 785 }, { "epoch": 0.7028753993610224, "grad_norm": 3.489224642333918, "learning_rate": 4e-05, "loss": 0.3498, "loss_nan_ranks": 0, "loss_rank_avg": 0.3365274667739868, "step": 440, "valid_targets_mean": 5479.6, "valid_targets_min": 525 }, { "epoch": 0.7108626198083067, "grad_norm": 0.6292025027519582, "learning_rate": 3.999984129682125e-05, "loss": 0.3611, "loss_nan_ranks": 0, "loss_rank_avg": 0.348555326461792, "step": 445, "valid_targets_mean": 5195.3, "valid_targets_min": 825 }, { "epoch": 0.7188498402555911, "grad_norm": 0.5361978224230144, "learning_rate": 3.9999365189803684e-05, "loss": 0.3333, "loss_nan_ranks": 0, "loss_rank_avg": 0.3423752188682556, "step": 450, "valid_targets_mean": 6010.0, "valid_targets_min": 713 }, { "epoch": 0.7268370607028753, "grad_norm": 0.5131863331488722, "learning_rate": 3.9998571686503264e-05, "loss": 0.3499, "loss_nan_ranks": 0, "loss_rank_avg": 0.3492792844772339, "step": 455, "valid_targets_mean": 6147.5, "valid_targets_min": 2546 }, { "epoch": 0.7348242811501597, "grad_norm": 0.5321359987371036, "learning_rate": 3.9997460799513134e-05, "loss": 0.3575, "loss_nan_ranks": 0, "loss_rank_avg": 0.3969469666481018, "step": 460, "valid_targets_mean": 7030.2, "valid_targets_min": 3035 }, { "epoch": 0.7428115015974441, "grad_norm": 0.5303577643402191, "learning_rate": 3.999603254646343e-05, "loss": 0.3507, "loss_nan_ranks": 0, "loss_rank_avg": 0.3047478497028351, "step": 465, "valid_targets_mean": 5819.0, "valid_targets_min": 2279 }, { "epoch": 0.7507987220447284, "grad_norm": 0.46127509823014623, "learning_rate": 3.9994286950020986e-05, "loss": 0.3452, "loss_nan_ranks": 0, "loss_rank_avg": 0.3369569182395935, "step": 470, "valid_targets_mean": 6886.6, "valid_targets_min": 3701 }, { "epoch": 0.7587859424920128, "grad_norm": 0.5188569499151255, "learning_rate": 3.999222403788896e-05, "loss": 0.3653, "loss_nan_ranks": 0, "loss_rank_avg": 0.3413102626800537, "step": 475, "valid_targets_mean": 6113.4, "valid_targets_min": 1729 }, { "epoch": 0.7667731629392971, "grad_norm": 0.5098021967052796, "learning_rate": 3.9989843842806435e-05, "loss": 0.3588, "loss_nan_ranks": 0, "loss_rank_avg": 0.4095863103866577, "step": 480, "valid_targets_mean": 6739.8, "valid_targets_min": 2695 }, { "epoch": 0.7747603833865815, "grad_norm": 0.4979874721896599, "learning_rate": 3.998714640254786e-05, "loss": 0.355, "loss_nan_ranks": 0, "loss_rank_avg": 0.32254543900489807, "step": 485, "valid_targets_mean": 5816.2, "valid_targets_min": 2064 }, { "epoch": 0.7827476038338658, "grad_norm": 0.5807798121365964, "learning_rate": 3.998413175992247e-05, "loss": 0.3683, "loss_nan_ranks": 0, "loss_rank_avg": 0.3993215560913086, "step": 490, "valid_targets_mean": 6581.7, "valid_targets_min": 1372 }, { "epoch": 0.7907348242811502, "grad_norm": 0.582679881823141, "learning_rate": 3.99807999627736e-05, "loss": 0.3285, "loss_nan_ranks": 0, "loss_rank_avg": 0.33715301752090454, "step": 495, "valid_targets_mean": 4802.1, "valid_targets_min": 2106 }, { "epoch": 0.7987220447284346, "grad_norm": 0.46597006694336823, "learning_rate": 3.997715106397794e-05, "loss": 0.3276, "loss_nan_ranks": 0, "loss_rank_avg": 0.36086905002593994, "step": 500, "valid_targets_mean": 6869.1, "valid_targets_min": 3361 }, { "epoch": 0.8067092651757188, "grad_norm": 0.4802265621540931, "learning_rate": 3.997318512144465e-05, "loss": 0.3338, "loss_nan_ranks": 0, "loss_rank_avg": 0.31953489780426025, "step": 505, "valid_targets_mean": 6587.1, "valid_targets_min": 3103 }, { "epoch": 0.8146964856230032, "grad_norm": 0.518957862374697, "learning_rate": 3.9968902198114516e-05, "loss": 0.3686, "loss_nan_ranks": 0, "loss_rank_avg": 0.3454042971134186, "step": 510, "valid_targets_mean": 5485.5, "valid_targets_min": 2295 }, { "epoch": 0.8226837060702875, "grad_norm": 0.5940376702061821, "learning_rate": 3.996430236195889e-05, "loss": 0.3785, "loss_nan_ranks": 0, "loss_rank_avg": 0.354292094707489, "step": 515, "valid_targets_mean": 6642.6, "valid_targets_min": 2110 }, { "epoch": 0.8306709265175719, "grad_norm": 0.5340056377966012, "learning_rate": 3.995938568597864e-05, "loss": 0.3405, "loss_nan_ranks": 0, "loss_rank_avg": 0.3192850947380066, "step": 520, "valid_targets_mean": 6080.1, "valid_targets_min": 2508 }, { "epoch": 0.8386581469648562, "grad_norm": 0.5175151270613394, "learning_rate": 3.995415224820297e-05, "loss": 0.3724, "loss_nan_ranks": 0, "loss_rank_avg": 0.3880966305732727, "step": 525, "valid_targets_mean": 6465.8, "valid_targets_min": 3332 }, { "epoch": 0.8466453674121406, "grad_norm": 0.46923531014605424, "learning_rate": 3.994860213168819e-05, "loss": 0.3401, "loss_nan_ranks": 0, "loss_rank_avg": 0.38312670588493347, "step": 530, "valid_targets_mean": 7132.9, "valid_targets_min": 3574 }, { "epoch": 0.854632587859425, "grad_norm": 0.5066641496835113, "learning_rate": 3.9942735424516435e-05, "loss": 0.3268, "loss_nan_ranks": 0, "loss_rank_avg": 0.30763086676597595, "step": 535, "valid_targets_mean": 5669.9, "valid_targets_min": 2290 }, { "epoch": 0.8626198083067093, "grad_norm": 0.5457503547073947, "learning_rate": 3.9936552219794196e-05, "loss": 0.3313, "loss_nan_ranks": 0, "loss_rank_avg": 0.31306904554367065, "step": 540, "valid_targets_mean": 5285.8, "valid_targets_min": 1864 }, { "epoch": 0.8706070287539937, "grad_norm": 0.4930567828775584, "learning_rate": 3.993005261565091e-05, "loss": 0.3433, "loss_nan_ranks": 0, "loss_rank_avg": 0.3326902389526367, "step": 545, "valid_targets_mean": 5856.3, "valid_targets_min": 3136 }, { "epoch": 0.8785942492012779, "grad_norm": 0.5046679084868202, "learning_rate": 3.992323671523735e-05, "loss": 0.3351, "loss_nan_ranks": 0, "loss_rank_avg": 0.32354608178138733, "step": 550, "valid_targets_mean": 5849.5, "valid_targets_min": 2438 }, { "epoch": 0.8865814696485623, "grad_norm": 0.49039410725365223, "learning_rate": 3.991610462672403e-05, "loss": 0.3491, "loss_nan_ranks": 0, "loss_rank_avg": 0.382174015045166, "step": 555, "valid_targets_mean": 6617.8, "valid_targets_min": 2769 }, { "epoch": 0.8945686900958466, "grad_norm": 0.5686260786567642, "learning_rate": 3.9908656463299456e-05, "loss": 0.3295, "loss_nan_ranks": 0, "loss_rank_avg": 0.3528607487678528, "step": 560, "valid_targets_mean": 5212.4, "valid_targets_min": 665 }, { "epoch": 0.902555910543131, "grad_norm": 0.5108671000751085, "learning_rate": 3.990089234316835e-05, "loss": 0.3689, "loss_nan_ranks": 0, "loss_rank_avg": 0.3839905858039856, "step": 565, "valid_targets_mean": 6591.1, "valid_targets_min": 2809 }, { "epoch": 0.9105431309904153, "grad_norm": 0.46883247058129784, "learning_rate": 3.989281238954978e-05, "loss": 0.3367, "loss_nan_ranks": 0, "loss_rank_avg": 0.31492048501968384, "step": 570, "valid_targets_mean": 5813.1, "valid_targets_min": 2263 }, { "epoch": 0.9185303514376997, "grad_norm": 0.4447993247627989, "learning_rate": 3.9884416730675155e-05, "loss": 0.3431, "loss_nan_ranks": 0, "loss_rank_avg": 0.339530348777771, "step": 575, "valid_targets_mean": 6522.4, "valid_targets_min": 749 }, { "epoch": 0.9265175718849841, "grad_norm": 0.4682710462081107, "learning_rate": 3.987570549978626e-05, "loss": 0.32, "loss_nan_ranks": 0, "loss_rank_avg": 0.3164796233177185, "step": 580, "valid_targets_mean": 6027.9, "valid_targets_min": 1386 }, { "epoch": 0.9345047923322684, "grad_norm": 0.48470655724036354, "learning_rate": 3.986667883513311e-05, "loss": 0.3341, "loss_nan_ranks": 0, "loss_rank_avg": 0.35007989406585693, "step": 585, "valid_targets_mean": 6677.7, "valid_targets_min": 2039 }, { "epoch": 0.9424920127795527, "grad_norm": 0.4687992457086807, "learning_rate": 3.985733687997173e-05, "loss": 0.3183, "loss_nan_ranks": 0, "loss_rank_avg": 0.34673264622688293, "step": 590, "valid_targets_mean": 6802.7, "valid_targets_min": 2832 }, { "epoch": 0.950479233226837, "grad_norm": 0.49804750348458293, "learning_rate": 3.984767978256192e-05, "loss": 0.3543, "loss_nan_ranks": 0, "loss_rank_avg": 0.37401020526885986, "step": 595, "valid_targets_mean": 6256.6, "valid_targets_min": 2177 }, { "epoch": 0.9584664536741214, "grad_norm": 0.45068650300014285, "learning_rate": 3.983770769616488e-05, "loss": 0.3341, "loss_nan_ranks": 0, "loss_rank_avg": 0.2899397611618042, "step": 600, "valid_targets_mean": 5941.1, "valid_targets_min": 2438 }, { "epoch": 0.9664536741214057, "grad_norm": 0.49256024842809054, "learning_rate": 3.9827420779040805e-05, "loss": 0.3214, "loss_nan_ranks": 0, "loss_rank_avg": 0.29223012924194336, "step": 605, "valid_targets_mean": 5293.6, "valid_targets_min": 3390 }, { "epoch": 0.9744408945686901, "grad_norm": 0.4899302766050055, "learning_rate": 3.981681919444633e-05, "loss": 0.3241, "loss_nan_ranks": 0, "loss_rank_avg": 0.33953702449798584, "step": 610, "valid_targets_mean": 6229.4, "valid_targets_min": 2579 }, { "epoch": 0.9824281150159745, "grad_norm": 0.4769757737396491, "learning_rate": 3.980590311063197e-05, "loss": 0.3645, "loss_nan_ranks": 0, "loss_rank_avg": 0.4187234044075012, "step": 615, "valid_targets_mean": 7530.5, "valid_targets_min": 4088 }, { "epoch": 0.9904153354632588, "grad_norm": 0.45304778746208046, "learning_rate": 3.9794672700839455e-05, "loss": 0.3364, "loss_nan_ranks": 0, "loss_rank_avg": 0.36301684379577637, "step": 620, "valid_targets_mean": 7218.6, "valid_targets_min": 2319 }, { "epoch": 0.9984025559105432, "grad_norm": 0.4705258653405169, "learning_rate": 3.9783128143298945e-05, "loss": 0.3443, "loss_nan_ranks": 0, "loss_rank_avg": 0.3477717638015747, "step": 625, "valid_targets_mean": 5919.8, "valid_targets_min": 1009 }, { "epoch": 1.0063897763578276, "grad_norm": 0.5050283025110829, "learning_rate": 3.977126962122625e-05, "loss": 0.3119, "loss_nan_ranks": 0, "loss_rank_avg": 0.32592248916625977, "step": 630, "valid_targets_mean": 5563.4, "valid_targets_min": 751 }, { "epoch": 1.0143769968051117, "grad_norm": 0.46229527335680065, "learning_rate": 3.975909732281988e-05, "loss": 0.342, "loss_nan_ranks": 0, "loss_rank_avg": 0.3142285645008087, "step": 635, "valid_targets_mean": 6632.2, "valid_targets_min": 2947 }, { "epoch": 1.0223642172523961, "grad_norm": 0.47546572891270733, "learning_rate": 3.974661144125808e-05, "loss": 0.3096, "loss_nan_ranks": 0, "loss_rank_avg": 0.2969960868358612, "step": 640, "valid_targets_mean": 5500.5, "valid_targets_min": 2119 }, { "epoch": 1.0303514376996805, "grad_norm": 0.5122931590812704, "learning_rate": 3.973381217469576e-05, "loss": 0.3218, "loss_nan_ranks": 0, "loss_rank_avg": 0.3373990058898926, "step": 645, "valid_targets_mean": 5624.6, "valid_targets_min": 888 }, { "epoch": 1.038338658146965, "grad_norm": 0.4815260696712804, "learning_rate": 3.972069972626135e-05, "loss": 0.3215, "loss_nan_ranks": 0, "loss_rank_avg": 0.341543972492218, "step": 650, "valid_targets_mean": 5392.6, "valid_targets_min": 2149 }, { "epoch": 1.0463258785942493, "grad_norm": 0.4917826291128604, "learning_rate": 3.970727430405357e-05, "loss": 0.3432, "loss_nan_ranks": 0, "loss_rank_avg": 0.32287609577178955, "step": 655, "valid_targets_mean": 6214.2, "valid_targets_min": 4250 }, { "epoch": 1.0543130990415335, "grad_norm": 0.5028922806576065, "learning_rate": 3.969353612113815e-05, "loss": 0.3105, "loss_nan_ranks": 0, "loss_rank_avg": 0.3034610152244568, "step": 660, "valid_targets_mean": 5340.4, "valid_targets_min": 2792 }, { "epoch": 1.0623003194888179, "grad_norm": 0.4555063370999899, "learning_rate": 3.96794853955444e-05, "loss": 0.3114, "loss_nan_ranks": 0, "loss_rank_avg": 0.30887871980667114, "step": 665, "valid_targets_mean": 6670.9, "valid_targets_min": 2818 }, { "epoch": 1.0702875399361023, "grad_norm": 0.4419224322404009, "learning_rate": 3.966512235026182e-05, "loss": 0.3288, "loss_nan_ranks": 0, "loss_rank_avg": 0.30245083570480347, "step": 670, "valid_targets_mean": 6296.7, "valid_targets_min": 2397 }, { "epoch": 1.0782747603833867, "grad_norm": 0.5482899490758951, "learning_rate": 3.96504472132365e-05, "loss": 0.3374, "loss_nan_ranks": 0, "loss_rank_avg": 0.35562747716903687, "step": 675, "valid_targets_mean": 5249.1, "valid_targets_min": 2771 }, { "epoch": 1.0862619808306708, "grad_norm": 0.455403036488509, "learning_rate": 3.9635460217367513e-05, "loss": 0.3222, "loss_nan_ranks": 0, "loss_rank_avg": 0.34553956985473633, "step": 680, "valid_targets_mean": 6100.2, "valid_targets_min": 2272 }, { "epoch": 1.0942492012779552, "grad_norm": 0.459023340955603, "learning_rate": 3.962016160050327e-05, "loss": 0.34, "loss_nan_ranks": 0, "loss_rank_avg": 0.338087260723114, "step": 685, "valid_targets_mean": 6738.0, "valid_targets_min": 2801 }, { "epoch": 1.1022364217252396, "grad_norm": 0.496989470058913, "learning_rate": 3.960455160543767e-05, "loss": 0.3284, "loss_nan_ranks": 0, "loss_rank_avg": 0.3198395371437073, "step": 690, "valid_targets_mean": 5490.8, "valid_targets_min": 758 }, { "epoch": 1.110223642172524, "grad_norm": 0.4959370778039393, "learning_rate": 3.958863047990631e-05, "loss": 0.3169, "loss_nan_ranks": 0, "loss_rank_avg": 0.3394013047218323, "step": 695, "valid_targets_mean": 6389.7, "valid_targets_min": 2733 }, { "epoch": 1.1182108626198084, "grad_norm": 0.4718803985159449, "learning_rate": 3.95723984765825e-05, "loss": 0.335, "loss_nan_ranks": 0, "loss_rank_avg": 0.3159930109977722, "step": 700, "valid_targets_mean": 6206.4, "valid_targets_min": 2999 }, { "epoch": 1.1261980830670926, "grad_norm": 0.49309286772161354, "learning_rate": 3.955585585307329e-05, "loss": 0.3343, "loss_nan_ranks": 0, "loss_rank_avg": 0.3764703869819641, "step": 705, "valid_targets_mean": 6215.7, "valid_targets_min": 3028 }, { "epoch": 1.134185303514377, "grad_norm": 0.4512412872694635, "learning_rate": 3.9539002871915395e-05, "loss": 0.339, "loss_nan_ranks": 0, "loss_rank_avg": 0.3365987539291382, "step": 710, "valid_targets_mean": 5982.4, "valid_targets_min": 3021 }, { "epoch": 1.1421725239616614, "grad_norm": 0.49450708297479895, "learning_rate": 3.952183980057096e-05, "loss": 0.3248, "loss_nan_ranks": 0, "loss_rank_avg": 0.3273988366127014, "step": 715, "valid_targets_mean": 5661.2, "valid_targets_min": 2428 }, { "epoch": 1.1501597444089458, "grad_norm": 0.49441101213705674, "learning_rate": 3.950436691142339e-05, "loss": 0.329, "loss_nan_ranks": 0, "loss_rank_avg": 0.31003260612487793, "step": 720, "valid_targets_mean": 5226.9, "valid_targets_min": 892 }, { "epoch": 1.15814696485623, "grad_norm": 0.4327129332368562, "learning_rate": 3.948658448177299e-05, "loss": 0.3347, "loss_nan_ranks": 0, "loss_rank_avg": 0.2914605140686035, "step": 725, "valid_targets_mean": 5476.6, "valid_targets_min": 2777 }, { "epoch": 1.1661341853035143, "grad_norm": 0.4579630636645496, "learning_rate": 3.946849279383258e-05, "loss": 0.3145, "loss_nan_ranks": 0, "loss_rank_avg": 0.2681208550930023, "step": 730, "valid_targets_mean": 6204.7, "valid_targets_min": 2515 }, { "epoch": 1.1741214057507987, "grad_norm": 0.48284199564071345, "learning_rate": 3.9450092134722984e-05, "loss": 0.3256, "loss_nan_ranks": 0, "loss_rank_avg": 0.29863229393959045, "step": 735, "valid_targets_mean": 5136.0, "valid_targets_min": 2582 }, { "epoch": 1.182108626198083, "grad_norm": 0.4805539990378716, "learning_rate": 3.943138279646853e-05, "loss": 0.3327, "loss_nan_ranks": 0, "loss_rank_avg": 0.31790691614151, "step": 740, "valid_targets_mean": 6269.9, "valid_targets_min": 559 }, { "epoch": 1.1900958466453675, "grad_norm": 0.4784478712209745, "learning_rate": 3.941236507599234e-05, "loss": 0.3382, "loss_nan_ranks": 0, "loss_rank_avg": 0.34656983613967896, "step": 745, "valid_targets_mean": 5993.6, "valid_targets_min": 2471 }, { "epoch": 1.1980830670926517, "grad_norm": 0.43383763240803597, "learning_rate": 3.93930392751117e-05, "loss": 0.3161, "loss_nan_ranks": 0, "loss_rank_avg": 0.29610034823417664, "step": 750, "valid_targets_mean": 6126.3, "valid_targets_min": 2064 }, { "epoch": 1.206070287539936, "grad_norm": 0.48883018348116913, "learning_rate": 3.9373405700533204e-05, "loss": 0.3257, "loss_nan_ranks": 0, "loss_rank_avg": 0.31921499967575073, "step": 755, "valid_targets_mean": 4802.9, "valid_targets_min": 2423 }, { "epoch": 1.2140575079872205, "grad_norm": 0.4644836687483504, "learning_rate": 3.935346466384793e-05, "loss": 0.328, "loss_nan_ranks": 0, "loss_rank_avg": 0.3234442472457886, "step": 760, "valid_targets_mean": 5879.3, "valid_targets_min": 1618 }, { "epoch": 1.2220447284345048, "grad_norm": 0.45051923038048314, "learning_rate": 3.933321648152646e-05, "loss": 0.3221, "loss_nan_ranks": 0, "loss_rank_avg": 0.3240428566932678, "step": 765, "valid_targets_mean": 6665.6, "valid_targets_min": 2373 }, { "epoch": 1.230031948881789, "grad_norm": 0.42056159364192114, "learning_rate": 3.931266147491389e-05, "loss": 0.3195, "loss_nan_ranks": 0, "loss_rank_avg": 0.2504345178604126, "step": 770, "valid_targets_mean": 5726.6, "valid_targets_min": 2634 }, { "epoch": 1.2380191693290734, "grad_norm": 0.47062263420441686, "learning_rate": 3.929179997022471e-05, "loss": 0.3291, "loss_nan_ranks": 0, "loss_rank_avg": 0.34417733550071716, "step": 775, "valid_targets_mean": 5756.7, "valid_targets_min": 2836 }, { "epoch": 1.2460063897763578, "grad_norm": 0.5458397011137837, "learning_rate": 3.927063229853763e-05, "loss": 0.3359, "loss_nan_ranks": 0, "loss_rank_avg": 0.33597809076309204, "step": 780, "valid_targets_mean": 6280.2, "valid_targets_min": 3186 }, { "epoch": 1.2539936102236422, "grad_norm": 0.4424051964736962, "learning_rate": 3.9249158795790316e-05, "loss": 0.3062, "loss_nan_ranks": 0, "loss_rank_avg": 0.3068455159664154, "step": 785, "valid_targets_mean": 6066.4, "valid_targets_min": 2875 }, { "epoch": 1.2619808306709266, "grad_norm": 0.4873562321931644, "learning_rate": 3.9227379802774106e-05, "loss": 0.3148, "loss_nan_ranks": 0, "loss_rank_avg": 0.2939402461051941, "step": 790, "valid_targets_mean": 5670.5, "valid_targets_min": 2493 }, { "epoch": 1.269968051118211, "grad_norm": 0.4506015718936206, "learning_rate": 3.920529566512852e-05, "loss": 0.3161, "loss_nan_ranks": 0, "loss_rank_avg": 0.3366793990135193, "step": 795, "valid_targets_mean": 6771.7, "valid_targets_min": 4219 }, { "epoch": 1.2779552715654952, "grad_norm": 0.4654389007890439, "learning_rate": 3.918290673333585e-05, "loss": 0.3009, "loss_nan_ranks": 0, "loss_rank_avg": 0.2800728976726532, "step": 800, "valid_targets_mean": 5903.6, "valid_targets_min": 2907 }, { "epoch": 1.2859424920127795, "grad_norm": 0.47840692346282043, "learning_rate": 3.916021336271556e-05, "loss": 0.3365, "loss_nan_ranks": 0, "loss_rank_avg": 0.3363194465637207, "step": 805, "valid_targets_mean": 5480.3, "valid_targets_min": 2627 }, { "epoch": 1.293929712460064, "grad_norm": 0.46612977679195894, "learning_rate": 3.913721591341867e-05, "loss": 0.3082, "loss_nan_ranks": 0, "loss_rank_avg": 0.31425386667251587, "step": 810, "valid_targets_mean": 6013.5, "valid_targets_min": 2918 }, { "epoch": 1.3019169329073481, "grad_norm": 0.41855869709453075, "learning_rate": 3.9113914750421985e-05, "loss": 0.3413, "loss_nan_ranks": 0, "loss_rank_avg": 0.3336500823497772, "step": 815, "valid_targets_mean": 7569.5, "valid_targets_min": 4308 }, { "epoch": 1.3099041533546325, "grad_norm": 0.4733911267830699, "learning_rate": 3.9090310243522394e-05, "loss": 0.3222, "loss_nan_ranks": 0, "loss_rank_avg": 0.3009193539619446, "step": 820, "valid_targets_mean": 4800.0, "valid_targets_min": 805 }, { "epoch": 1.317891373801917, "grad_norm": 0.4694602200693918, "learning_rate": 3.90664027673309e-05, "loss": 0.315, "loss_nan_ranks": 0, "loss_rank_avg": 0.3419846296310425, "step": 825, "valid_targets_mean": 5571.3, "valid_targets_min": 2137 }, { "epoch": 1.3258785942492013, "grad_norm": 0.4242061121855856, "learning_rate": 3.904219270126677e-05, "loss": 0.3047, "loss_nan_ranks": 0, "loss_rank_avg": 0.31825196743011475, "step": 830, "valid_targets_mean": 6412.2, "valid_targets_min": 2406 }, { "epoch": 1.3338658146964857, "grad_norm": 0.4157315386858848, "learning_rate": 3.901768042955144e-05, "loss": 0.3125, "loss_nan_ranks": 0, "loss_rank_avg": 0.2768746614456177, "step": 835, "valid_targets_mean": 5879.1, "valid_targets_min": 2242 }, { "epoch": 1.34185303514377, "grad_norm": 0.42828031265648203, "learning_rate": 3.8992866341202446e-05, "loss": 0.3369, "loss_nan_ranks": 0, "loss_rank_avg": 0.3456231355667114, "step": 840, "valid_targets_mean": 6975.6, "valid_targets_min": 3585 }, { "epoch": 1.3498402555910542, "grad_norm": 0.4714898478342558, "learning_rate": 3.8967750830027277e-05, "loss": 0.3217, "loss_nan_ranks": 0, "loss_rank_avg": 0.33118703961372375, "step": 845, "valid_targets_mean": 6426.8, "valid_targets_min": 2822 }, { "epoch": 1.3578274760383386, "grad_norm": 0.47203648198959436, "learning_rate": 3.894233429461706e-05, "loss": 0.322, "loss_nan_ranks": 0, "loss_rank_avg": 0.33867913484573364, "step": 850, "valid_targets_mean": 6770.1, "valid_targets_min": 3588 }, { "epoch": 1.365814696485623, "grad_norm": 0.45582567159440307, "learning_rate": 3.89166171383403e-05, "loss": 0.3307, "loss_nan_ranks": 0, "loss_rank_avg": 0.3230893611907959, "step": 855, "valid_targets_mean": 5747.1, "valid_targets_min": 1988 }, { "epoch": 1.3738019169329074, "grad_norm": 0.43766367331612455, "learning_rate": 3.889059976933644e-05, "loss": 0.3048, "loss_nan_ranks": 0, "loss_rank_avg": 0.26820746064186096, "step": 860, "valid_targets_mean": 5200.1, "valid_targets_min": 2521 }, { "epoch": 1.3817891373801916, "grad_norm": 0.5846264744346037, "learning_rate": 3.88642826005094e-05, "loss": 0.3293, "loss_nan_ranks": 0, "loss_rank_avg": 0.31131452322006226, "step": 865, "valid_targets_mean": 6175.3, "valid_targets_min": 3591 }, { "epoch": 1.389776357827476, "grad_norm": 0.4328811960129174, "learning_rate": 3.883766604952102e-05, "loss": 0.3079, "loss_nan_ranks": 0, "loss_rank_avg": 0.330348938703537, "step": 870, "valid_targets_mean": 7087.1, "valid_targets_min": 689 }, { "epoch": 1.3977635782747604, "grad_norm": 0.4586049350161352, "learning_rate": 3.8810750538784404e-05, "loss": 0.3208, "loss_nan_ranks": 0, "loss_rank_avg": 0.3218524158000946, "step": 875, "valid_targets_mean": 5840.4, "valid_targets_min": 978 }, { "epoch": 1.4057507987220448, "grad_norm": 0.4161974005865729, "learning_rate": 3.878353649545728e-05, "loss": 0.3219, "loss_nan_ranks": 0, "loss_rank_avg": 0.29422056674957275, "step": 880, "valid_targets_mean": 6192.7, "valid_targets_min": 2357 }, { "epoch": 1.4137380191693292, "grad_norm": 0.4489913326752608, "learning_rate": 3.875602435143517e-05, "loss": 0.3191, "loss_nan_ranks": 0, "loss_rank_avg": 0.2698908746242523, "step": 885, "valid_targets_mean": 5695.6, "valid_targets_min": 3271 }, { "epoch": 1.4217252396166133, "grad_norm": 0.4219779165800395, "learning_rate": 3.872821454334453e-05, "loss": 0.2961, "loss_nan_ranks": 0, "loss_rank_avg": 0.29788100719451904, "step": 890, "valid_targets_mean": 6015.9, "valid_targets_min": 937 }, { "epoch": 1.4297124600638977, "grad_norm": 0.40053393941380927, "learning_rate": 3.870010751253587e-05, "loss": 0.3145, "loss_nan_ranks": 0, "loss_rank_avg": 0.28478747606277466, "step": 895, "valid_targets_mean": 5868.5, "valid_targets_min": 2389 }, { "epoch": 1.4376996805111821, "grad_norm": 0.44258924950097034, "learning_rate": 3.867170370507668e-05, "loss": 0.3286, "loss_nan_ranks": 0, "loss_rank_avg": 0.3253663182258606, "step": 900, "valid_targets_mean": 6370.3, "valid_targets_min": 1020 }, { "epoch": 1.4456869009584665, "grad_norm": 0.5021985687459187, "learning_rate": 3.8643003571744445e-05, "loss": 0.3236, "loss_nan_ranks": 0, "loss_rank_avg": 0.28128373622894287, "step": 905, "valid_targets_mean": 5399.1, "valid_targets_min": 2187 }, { "epoch": 1.4536741214057507, "grad_norm": 0.4655181153710023, "learning_rate": 3.861400756801938e-05, "loss": 0.3107, "loss_nan_ranks": 0, "loss_rank_avg": 0.309695303440094, "step": 910, "valid_targets_mean": 6124.7, "valid_targets_min": 3143 }, { "epoch": 1.461661341853035, "grad_norm": 0.4724728099136258, "learning_rate": 3.8584716154077286e-05, "loss": 0.323, "loss_nan_ranks": 0, "loss_rank_avg": 0.299552321434021, "step": 915, "valid_targets_mean": 5316.4, "valid_targets_min": 706 }, { "epoch": 1.4696485623003195, "grad_norm": 0.41405364082318125, "learning_rate": 3.855512979478222e-05, "loss": 0.3313, "loss_nan_ranks": 0, "loss_rank_avg": 0.34244292974472046, "step": 920, "valid_targets_mean": 7273.3, "valid_targets_min": 2876 }, { "epoch": 1.4776357827476039, "grad_norm": 0.42347732062001664, "learning_rate": 3.852524895967911e-05, "loss": 0.3158, "loss_nan_ranks": 0, "loss_rank_avg": 0.31581446528434753, "step": 925, "valid_targets_mean": 6855.9, "valid_targets_min": 3456 }, { "epoch": 1.4856230031948883, "grad_norm": 0.45430277309608497, "learning_rate": 3.8495074122986296e-05, "loss": 0.3261, "loss_nan_ranks": 0, "loss_rank_avg": 0.34723660349845886, "step": 930, "valid_targets_mean": 6616.7, "valid_targets_min": 2742 }, { "epoch": 1.4936102236421724, "grad_norm": 0.40981666798968575, "learning_rate": 3.846460576358804e-05, "loss": 0.3294, "loss_nan_ranks": 0, "loss_rank_avg": 0.3579206168651581, "step": 935, "valid_targets_mean": 7637.8, "valid_targets_min": 4616 }, { "epoch": 1.5015974440894568, "grad_norm": 0.5034512767751957, "learning_rate": 3.843384436502688e-05, "loss": 0.3239, "loss_nan_ranks": 0, "loss_rank_avg": 0.31429392099380493, "step": 940, "valid_targets_mean": 6014.1, "valid_targets_min": 3178 }, { "epoch": 1.5095846645367412, "grad_norm": 0.4207204740578826, "learning_rate": 3.8402790415496e-05, "loss": 0.3311, "loss_nan_ranks": 0, "loss_rank_avg": 0.2973242998123169, "step": 945, "valid_targets_mean": 6431.3, "valid_targets_min": 2767 }, { "epoch": 1.5175718849840254, "grad_norm": 0.44806482914752466, "learning_rate": 3.837144440783144e-05, "loss": 0.324, "loss_nan_ranks": 0, "loss_rank_avg": 0.3175188899040222, "step": 950, "valid_targets_mean": 5893.8, "valid_targets_min": 2523 }, { "epoch": 1.5255591054313098, "grad_norm": 0.4407737876736171, "learning_rate": 3.833980683950431e-05, "loss": 0.3109, "loss_nan_ranks": 0, "loss_rank_avg": 0.29579806327819824, "step": 955, "valid_targets_mean": 5912.9, "valid_targets_min": 796 }, { "epoch": 1.5335463258785942, "grad_norm": 1.0255135517232294, "learning_rate": 3.8307878212612886e-05, "loss": 0.3051, "loss_nan_ranks": 0, "loss_rank_avg": 0.30610838532447815, "step": 960, "valid_targets_mean": 5395.6, "valid_targets_min": 2716 }, { "epoch": 1.5415335463258786, "grad_norm": 0.4832762194974854, "learning_rate": 3.827565903387461e-05, "loss": 0.3252, "loss_nan_ranks": 0, "loss_rank_avg": 0.3501489758491516, "step": 965, "valid_targets_mean": 6787.1, "valid_targets_min": 2506 }, { "epoch": 1.549520766773163, "grad_norm": 0.4647417874832435, "learning_rate": 3.82431498146181e-05, "loss": 0.3132, "loss_nan_ranks": 0, "loss_rank_avg": 0.338148295879364, "step": 970, "valid_targets_mean": 5889.9, "valid_targets_min": 801 }, { "epoch": 1.5575079872204474, "grad_norm": 0.47041745696810133, "learning_rate": 3.821035107077499e-05, "loss": 0.3186, "loss_nan_ranks": 0, "loss_rank_avg": 0.31604963541030884, "step": 975, "valid_targets_mean": 6427.9, "valid_targets_min": 791 }, { "epoch": 1.5654952076677318, "grad_norm": 0.4433561631860064, "learning_rate": 3.817726332287179e-05, "loss": 0.2995, "loss_nan_ranks": 0, "loss_rank_avg": 0.31374531984329224, "step": 980, "valid_targets_mean": 5654.8, "valid_targets_min": 2490 }, { "epoch": 1.573482428115016, "grad_norm": 0.4258254460194381, "learning_rate": 3.814388709602155e-05, "loss": 0.321, "loss_nan_ranks": 0, "loss_rank_avg": 0.3178654909133911, "step": 985, "valid_targets_mean": 6410.1, "valid_targets_min": 1960 }, { "epoch": 1.5814696485623003, "grad_norm": 0.45920946337830315, "learning_rate": 3.8110222919915626e-05, "loss": 0.3153, "loss_nan_ranks": 0, "loss_rank_avg": 0.32802289724349976, "step": 990, "valid_targets_mean": 5907.4, "valid_targets_min": 2600 }, { "epoch": 1.5894568690095847, "grad_norm": 0.43270863350564, "learning_rate": 3.8076271328815175e-05, "loss": 0.3154, "loss_nan_ranks": 0, "loss_rank_avg": 0.33153438568115234, "step": 995, "valid_targets_mean": 6554.1, "valid_targets_min": 900 }, { "epoch": 1.5974440894568689, "grad_norm": 0.4134343030141776, "learning_rate": 3.804203286154275e-05, "loss": 0.3433, "loss_nan_ranks": 0, "loss_rank_avg": 0.33324405550956726, "step": 1000, "valid_targets_mean": 6344.6, "valid_targets_min": 2263 }, { "epoch": 1.6054313099041533, "grad_norm": 0.3879750639924769, "learning_rate": 3.800750806147371e-05, "loss": 0.3203, "loss_nan_ranks": 0, "loss_rank_avg": 0.3132684826850891, "step": 1005, "valid_targets_mean": 6414.2, "valid_targets_min": 2462 }, { "epoch": 1.6134185303514377, "grad_norm": 0.3896308978348557, "learning_rate": 3.79726974765276e-05, "loss": 0.3127, "loss_nan_ranks": 0, "loss_rank_avg": 0.2856582701206207, "step": 1010, "valid_targets_mean": 6503.0, "valid_targets_min": 2649 }, { "epoch": 1.621405750798722, "grad_norm": 0.46744506104212574, "learning_rate": 3.793760165915947e-05, "loss": 0.3419, "loss_nan_ranks": 0, "loss_rank_avg": 0.3406218886375427, "step": 1015, "valid_targets_mean": 7023.1, "valid_targets_min": 2492 }, { "epoch": 1.6293929712460065, "grad_norm": 0.44448545878269796, "learning_rate": 3.7902221166351106e-05, "loss": 0.3136, "loss_nan_ranks": 0, "loss_rank_avg": 0.3256237506866455, "step": 1020, "valid_targets_mean": 6055.3, "valid_targets_min": 810 }, { "epoch": 1.6373801916932909, "grad_norm": 0.4180157843999033, "learning_rate": 3.786655655960216e-05, "loss": 0.326, "loss_nan_ranks": 0, "loss_rank_avg": 0.3308889865875244, "step": 1025, "valid_targets_mean": 6660.6, "valid_targets_min": 2515 }, { "epoch": 1.645367412140575, "grad_norm": 0.48433352456898443, "learning_rate": 3.7830608404921294e-05, "loss": 0.3166, "loss_nan_ranks": 0, "loss_rank_avg": 0.3051565885543823, "step": 1030, "valid_targets_mean": 6259.9, "valid_targets_min": 2567 }, { "epoch": 1.6533546325878594, "grad_norm": 0.42015380335295704, "learning_rate": 3.7794377272817144e-05, "loss": 0.3134, "loss_nan_ranks": 0, "loss_rank_avg": 0.31414514780044556, "step": 1035, "valid_targets_mean": 6254.2, "valid_targets_min": 2582 }, { "epoch": 1.6613418530351438, "grad_norm": 0.43307984350277, "learning_rate": 3.775786373828929e-05, "loss": 0.3225, "loss_nan_ranks": 0, "loss_rank_avg": 0.3277095854282379, "step": 1040, "valid_targets_mean": 5964.2, "valid_targets_min": 2539 }, { "epoch": 1.669329073482428, "grad_norm": 0.4197270288651504, "learning_rate": 3.7721068380819135e-05, "loss": 0.3052, "loss_nan_ranks": 0, "loss_rank_avg": 0.29990091919898987, "step": 1045, "valid_targets_mean": 5805.6, "valid_targets_min": 3309 }, { "epoch": 1.6773162939297124, "grad_norm": 0.40495916031919665, "learning_rate": 3.768399178436069e-05, "loss": 0.312, "loss_nan_ranks": 0, "loss_rank_avg": 0.3308406472206116, "step": 1050, "valid_targets_mean": 6970.0, "valid_targets_min": 2733 }, { "epoch": 1.6853035143769968, "grad_norm": 0.4628946489574963, "learning_rate": 3.764663453733135e-05, "loss": 0.3143, "loss_nan_ranks": 0, "loss_rank_avg": 0.2960417866706848, "step": 1055, "valid_targets_mean": 5815.1, "valid_targets_min": 2716 }, { "epoch": 1.6932907348242812, "grad_norm": 0.44801679103858266, "learning_rate": 3.7608997232602475e-05, "loss": 0.3254, "loss_nan_ranks": 0, "loss_rank_avg": 0.3382951021194458, "step": 1060, "valid_targets_mean": 5987.8, "valid_targets_min": 2576 }, { "epoch": 1.7012779552715656, "grad_norm": 0.47324633829935747, "learning_rate": 3.757108046749006e-05, "loss": 0.3317, "loss_nan_ranks": 0, "loss_rank_avg": 0.3450305461883545, "step": 1065, "valid_targets_mean": 6763.6, "valid_targets_min": 2203 }, { "epoch": 1.70926517571885, "grad_norm": 0.497787820430924, "learning_rate": 3.753288484374524e-05, "loss": 0.2913, "loss_nan_ranks": 0, "loss_rank_avg": 0.2988240420818329, "step": 1070, "valid_targets_mean": 6481.5, "valid_targets_min": 3583 }, { "epoch": 1.7172523961661343, "grad_norm": 0.4302760688441754, "learning_rate": 3.7494410967544674e-05, "loss": 0.3073, "loss_nan_ranks": 0, "loss_rank_avg": 0.24575269222259521, "step": 1075, "valid_targets_mean": 6111.4, "valid_targets_min": 3068 }, { "epoch": 1.7252396166134185, "grad_norm": 0.4137232538455785, "learning_rate": 3.745565944948103e-05, "loss": 0.3014, "loss_nan_ranks": 0, "loss_rank_avg": 0.32070547342300415, "step": 1080, "valid_targets_mean": 6265.9, "valid_targets_min": 2867 }, { "epoch": 1.733226837060703, "grad_norm": 0.40907502696932574, "learning_rate": 3.7416630904553205e-05, "loss": 0.3148, "loss_nan_ranks": 0, "loss_rank_avg": 0.2615659832954407, "step": 1085, "valid_targets_mean": 5698.2, "valid_targets_min": 2641 }, { "epoch": 1.741214057507987, "grad_norm": 0.3971522654964072, "learning_rate": 3.737732595215663e-05, "loss": 0.3319, "loss_nan_ranks": 0, "loss_rank_avg": 0.3249293565750122, "step": 1090, "valid_targets_mean": 6821.3, "valid_targets_min": 723 }, { "epoch": 1.7492012779552715, "grad_norm": 0.4854687520948088, "learning_rate": 3.733774521607338e-05, "loss": 0.3364, "loss_nan_ranks": 0, "loss_rank_avg": 0.3668111562728882, "step": 1095, "valid_targets_mean": 6596.1, "valid_targets_min": 2775 }, { "epoch": 1.7571884984025559, "grad_norm": 0.4483168840019974, "learning_rate": 3.729788932446231e-05, "loss": 0.2911, "loss_nan_ranks": 0, "loss_rank_avg": 0.28388333320617676, "step": 1100, "valid_targets_mean": 5423.2, "valid_targets_min": 2690 }, { "epoch": 1.7651757188498403, "grad_norm": 0.4469234263080508, "learning_rate": 3.7257758909849107e-05, "loss": 0.2808, "loss_nan_ranks": 0, "loss_rank_avg": 0.29026705026626587, "step": 1105, "valid_targets_mean": 5643.3, "valid_targets_min": 2639 }, { "epoch": 1.7731629392971247, "grad_norm": 0.4149887827036156, "learning_rate": 3.72173546091162e-05, "loss": 0.3175, "loss_nan_ranks": 0, "loss_rank_avg": 0.35154473781585693, "step": 1110, "valid_targets_mean": 7066.4, "valid_targets_min": 3237 }, { "epoch": 1.781150159744409, "grad_norm": 0.43153531356494945, "learning_rate": 3.7176677063492685e-05, "loss": 0.3133, "loss_nan_ranks": 0, "loss_rank_avg": 0.34095972776412964, "step": 1115, "valid_targets_mean": 6402.8, "valid_targets_min": 2290 }, { "epoch": 1.7891373801916934, "grad_norm": 0.43938526986199267, "learning_rate": 3.713572691854414e-05, "loss": 0.3056, "loss_nan_ranks": 0, "loss_rank_avg": 0.30775901675224304, "step": 1120, "valid_targets_mean": 5813.9, "valid_targets_min": 2150 }, { "epoch": 1.7971246006389776, "grad_norm": 0.4806973090278574, "learning_rate": 3.709450482416239e-05, "loss": 0.3324, "loss_nan_ranks": 0, "loss_rank_avg": 0.37904632091522217, "step": 1125, "valid_targets_mean": 6133.9, "valid_targets_min": 2613 }, { "epoch": 1.805111821086262, "grad_norm": 0.41778019347715056, "learning_rate": 3.7053011434555165e-05, "loss": 0.3129, "loss_nan_ranks": 0, "loss_rank_avg": 0.32432445883750916, "step": 1130, "valid_targets_mean": 6229.0, "valid_targets_min": 2318 }, { "epoch": 1.8130990415335462, "grad_norm": 0.4311293450610947, "learning_rate": 3.701124740823575e-05, "loss": 0.3098, "loss_nan_ranks": 0, "loss_rank_avg": 0.27453941106796265, "step": 1135, "valid_targets_mean": 5342.9, "valid_targets_min": 983 }, { "epoch": 1.8210862619808306, "grad_norm": 0.4318055982258119, "learning_rate": 3.696921340801253e-05, "loss": 0.3103, "loss_nan_ranks": 0, "loss_rank_avg": 0.32878047227859497, "step": 1140, "valid_targets_mean": 5969.9, "valid_targets_min": 825 }, { "epoch": 1.829073482428115, "grad_norm": 0.3872387213492191, "learning_rate": 3.6926910100978444e-05, "loss": 0.3163, "loss_nan_ranks": 0, "loss_rank_avg": 0.277811735868454, "step": 1145, "valid_targets_mean": 6656.8, "valid_targets_min": 2209 }, { "epoch": 1.8370607028753994, "grad_norm": 0.39237022660792376, "learning_rate": 3.688433815850041e-05, "loss": 0.3207, "loss_nan_ranks": 0, "loss_rank_avg": 0.3204132318496704, "step": 1150, "valid_targets_mean": 6770.2, "valid_targets_min": 3197 }, { "epoch": 1.8450479233226837, "grad_norm": 0.4536366998935553, "learning_rate": 3.68414982562087e-05, "loss": 0.3257, "loss_nan_ranks": 0, "loss_rank_avg": 0.33859843015670776, "step": 1155, "valid_targets_mean": 5445.5, "valid_targets_min": 467 }, { "epoch": 1.8530351437699681, "grad_norm": 0.4427003638216911, "learning_rate": 3.679839107398618e-05, "loss": 0.3239, "loss_nan_ranks": 0, "loss_rank_avg": 0.2922360301017761, "step": 1160, "valid_targets_mean": 5173.2, "valid_targets_min": 1864 }, { "epoch": 1.8610223642172525, "grad_norm": 0.44874336566516054, "learning_rate": 3.6755017295957536e-05, "loss": 0.2915, "loss_nan_ranks": 0, "loss_rank_avg": 0.34026211500167847, "step": 1165, "valid_targets_mean": 6032.8, "valid_targets_min": 2549 }, { "epoch": 1.8690095846645367, "grad_norm": 0.4146830932675077, "learning_rate": 3.67113776104784e-05, "loss": 0.3032, "loss_nan_ranks": 0, "loss_rank_avg": 0.3336482644081116, "step": 1170, "valid_targets_mean": 6547.4, "valid_targets_min": 3879 }, { "epoch": 1.876996805111821, "grad_norm": 0.44937230489151286, "learning_rate": 3.6667472710124475e-05, "loss": 0.3112, "loss_nan_ranks": 0, "loss_rank_avg": 0.24680504202842712, "step": 1175, "valid_targets_mean": 5101.9, "valid_targets_min": 2576 }, { "epoch": 1.8849840255591053, "grad_norm": 0.3930641951893354, "learning_rate": 3.6623303291680465e-05, "loss": 0.308, "loss_nan_ranks": 0, "loss_rank_avg": 0.30171775817871094, "step": 1180, "valid_targets_mean": 6742.4, "valid_targets_min": 2942 }, { "epoch": 1.8929712460063897, "grad_norm": 0.4058562146225724, "learning_rate": 3.6578870056129086e-05, "loss": 0.3044, "loss_nan_ranks": 0, "loss_rank_avg": 0.2678030729293823, "step": 1185, "valid_targets_mean": 5225.1, "valid_targets_min": 706 }, { "epoch": 1.900958466453674, "grad_norm": 0.4431573216461644, "learning_rate": 3.653417370863992e-05, "loss": 0.3125, "loss_nan_ranks": 0, "loss_rank_avg": 0.33074915409088135, "step": 1190, "valid_targets_mean": 6745.6, "valid_targets_min": 914 }, { "epoch": 1.9089456869009584, "grad_norm": 0.4739777822806342, "learning_rate": 3.6489214958558206e-05, "loss": 0.3338, "loss_nan_ranks": 0, "loss_rank_avg": 0.3263131380081177, "step": 1195, "valid_targets_mean": 6518.8, "valid_targets_min": 2798 }, { "epoch": 1.9169329073482428, "grad_norm": 0.4181764178398567, "learning_rate": 3.644399451939358e-05, "loss": 0.3148, "loss_nan_ranks": 0, "loss_rank_avg": 0.35324832797050476, "step": 1200, "valid_targets_mean": 6341.8, "valid_targets_min": 2985 }, { "epoch": 1.9249201277955272, "grad_norm": 0.45849955175649204, "learning_rate": 3.639851310880881e-05, "loss": 0.2992, "loss_nan_ranks": 0, "loss_rank_avg": 0.28246814012527466, "step": 1205, "valid_targets_mean": 4883.7, "valid_targets_min": 2135 }, { "epoch": 1.9329073482428116, "grad_norm": 0.41666842862548625, "learning_rate": 3.635277144860834e-05, "loss": 0.304, "loss_nan_ranks": 0, "loss_rank_avg": 0.33422061800956726, "step": 1210, "valid_targets_mean": 7182.8, "valid_targets_min": 2897 }, { "epoch": 1.9408945686900958, "grad_norm": 0.40397761123191894, "learning_rate": 3.630677026472684e-05, "loss": 0.3107, "loss_nan_ranks": 0, "loss_rank_avg": 0.30174657702445984, "step": 1215, "valid_targets_mean": 6170.2, "valid_targets_min": 3070 }, { "epoch": 1.9488817891373802, "grad_norm": 0.49336580801673047, "learning_rate": 3.626051028721773e-05, "loss": 0.3214, "loss_nan_ranks": 0, "loss_rank_avg": 0.3574771285057068, "step": 1220, "valid_targets_mean": 6960.8, "valid_targets_min": 585 }, { "epoch": 1.9568690095846646, "grad_norm": 0.41814459322459196, "learning_rate": 3.621399225024156e-05, "loss": 0.307, "loss_nan_ranks": 0, "loss_rank_avg": 0.30000120401382446, "step": 1225, "valid_targets_mean": 5510.9, "valid_targets_min": 2455 }, { "epoch": 1.9648562300319488, "grad_norm": 0.46364740150979605, "learning_rate": 3.616721689205436e-05, "loss": 0.3129, "loss_nan_ranks": 0, "loss_rank_avg": 0.31898966431617737, "step": 1230, "valid_targets_mean": 6460.6, "valid_targets_min": 3381 }, { "epoch": 1.9728434504792332, "grad_norm": 0.41281283437569205, "learning_rate": 3.612018495499594e-05, "loss": 0.3204, "loss_nan_ranks": 0, "loss_rank_avg": 0.29932573437690735, "step": 1235, "valid_targets_mean": 6155.1, "valid_targets_min": 2518 }, { "epoch": 1.9808306709265175, "grad_norm": 0.38478921254611087, "learning_rate": 3.6072897185478074e-05, "loss": 0.3099, "loss_nan_ranks": 0, "loss_rank_avg": 0.3333500623703003, "step": 1240, "valid_targets_mean": 6937.1, "valid_targets_min": 3281 }, { "epoch": 1.988817891373802, "grad_norm": 0.40707630812679474, "learning_rate": 3.6025354333972714e-05, "loss": 0.3026, "loss_nan_ranks": 0, "loss_rank_avg": 0.303952157497406, "step": 1245, "valid_targets_mean": 6159.0, "valid_targets_min": 2973 }, { "epoch": 1.9968051118210863, "grad_norm": 0.39592960242841935, "learning_rate": 3.597755715500002e-05, "loss": 0.3106, "loss_nan_ranks": 0, "loss_rank_avg": 0.31186556816101074, "step": 1250, "valid_targets_mean": 6116.2, "valid_targets_min": 1895 }, { "epoch": 2.0047923322683707, "grad_norm": 0.41792156554885485, "learning_rate": 3.592950640711642e-05, "loss": 0.3187, "loss_nan_ranks": 0, "loss_rank_avg": 0.287545382976532, "step": 1255, "valid_targets_mean": 5944.2, "valid_targets_min": 3330 }, { "epoch": 2.012779552715655, "grad_norm": 0.4430009398726886, "learning_rate": 3.5881202852902543e-05, "loss": 0.3207, "loss_nan_ranks": 0, "loss_rank_avg": 0.3533841371536255, "step": 1260, "valid_targets_mean": 6138.2, "valid_targets_min": 943 }, { "epoch": 2.0207667731629395, "grad_norm": 0.411062807229767, "learning_rate": 3.583264725895117e-05, "loss": 0.3232, "loss_nan_ranks": 0, "loss_rank_avg": 0.268288791179657, "step": 1265, "valid_targets_mean": 5394.2, "valid_targets_min": 815 }, { "epoch": 2.0287539936102235, "grad_norm": 0.4463056538287073, "learning_rate": 3.5783840395854984e-05, "loss": 0.2991, "loss_nan_ranks": 0, "loss_rank_avg": 0.3236192464828491, "step": 1270, "valid_targets_mean": 6318.4, "valid_targets_min": 1895 }, { "epoch": 2.036741214057508, "grad_norm": 0.3947869074138238, "learning_rate": 3.5734783038194446e-05, "loss": 0.3269, "loss_nan_ranks": 0, "loss_rank_avg": 0.2702856659889221, "step": 1275, "valid_targets_mean": 5745.1, "valid_targets_min": 2789 }, { "epoch": 2.0447284345047922, "grad_norm": 0.41212866110029256, "learning_rate": 3.5685475964525396e-05, "loss": 0.3212, "loss_nan_ranks": 0, "loss_rank_avg": 0.2972537875175476, "step": 1280, "valid_targets_mean": 5777.7, "valid_targets_min": 3647 }, { "epoch": 2.0527156549520766, "grad_norm": 0.4241225344226225, "learning_rate": 3.5635919957366775e-05, "loss": 0.2953, "loss_nan_ranks": 0, "loss_rank_avg": 0.3104124665260315, "step": 1285, "valid_targets_mean": 6188.8, "valid_targets_min": 3742 }, { "epoch": 2.060702875399361, "grad_norm": 0.38109403843268547, "learning_rate": 3.558611580318817e-05, "loss": 0.2943, "loss_nan_ranks": 0, "loss_rank_avg": 0.2603932321071625, "step": 1290, "valid_targets_mean": 6280.2, "valid_targets_min": 1872 }, { "epoch": 2.0686900958466454, "grad_norm": 0.41277040096601525, "learning_rate": 3.5536064292397334e-05, "loss": 0.2931, "loss_nan_ranks": 0, "loss_rank_avg": 0.2540165185928345, "step": 1295, "valid_targets_mean": 6095.9, "valid_targets_min": 2951 }, { "epoch": 2.07667731629393, "grad_norm": 0.3973586775986563, "learning_rate": 3.548576621932766e-05, "loss": 0.2781, "loss_nan_ranks": 0, "loss_rank_avg": 0.2642344534397125, "step": 1300, "valid_targets_mean": 6032.9, "valid_targets_min": 3220 }, { "epoch": 2.084664536741214, "grad_norm": 0.40878484857375963, "learning_rate": 3.543522238222555e-05, "loss": 0.2986, "loss_nan_ranks": 0, "loss_rank_avg": 0.297451376914978, "step": 1305, "valid_targets_mean": 6279.5, "valid_targets_min": 2750 }, { "epoch": 2.0926517571884986, "grad_norm": 0.4672305221587348, "learning_rate": 3.538443358323777e-05, "loss": 0.2934, "loss_nan_ranks": 0, "loss_rank_avg": 0.3238731920719147, "step": 1310, "valid_targets_mean": 7744.9, "valid_targets_min": 3456 }, { "epoch": 2.1006389776357826, "grad_norm": 0.40413277793027885, "learning_rate": 3.5333400628398696e-05, "loss": 0.3063, "loss_nan_ranks": 0, "loss_rank_avg": 0.2986423671245575, "step": 1315, "valid_targets_mean": 5989.9, "valid_targets_min": 559 }, { "epoch": 2.108626198083067, "grad_norm": 0.5005965680503643, "learning_rate": 3.5282124327617556e-05, "loss": 0.3308, "loss_nan_ranks": 0, "loss_rank_avg": 0.3341161012649536, "step": 1320, "valid_targets_mean": 6632.9, "valid_targets_min": 2355 }, { "epoch": 2.1166134185303513, "grad_norm": 0.4050373028727438, "learning_rate": 3.5230605494665535e-05, "loss": 0.3008, "loss_nan_ranks": 0, "loss_rank_avg": 0.2830360531806946, "step": 1325, "valid_targets_mean": 5885.3, "valid_targets_min": 2348 }, { "epoch": 2.1246006389776357, "grad_norm": 0.44939933780253244, "learning_rate": 3.517884494716289e-05, "loss": 0.2889, "loss_nan_ranks": 0, "loss_rank_avg": 0.2633146643638611, "step": 1330, "valid_targets_mean": 5526.2, "valid_targets_min": 3174 }, { "epoch": 2.13258785942492, "grad_norm": 0.4118681726495191, "learning_rate": 3.512684350656596e-05, "loss": 0.2977, "loss_nan_ranks": 0, "loss_rank_avg": 0.298631489276886, "step": 1335, "valid_targets_mean": 6233.2, "valid_targets_min": 3421 }, { "epoch": 2.1405750798722045, "grad_norm": 1.0422487988396603, "learning_rate": 3.507460199815414e-05, "loss": 0.2922, "loss_nan_ranks": 0, "loss_rank_avg": 0.33046334981918335, "step": 1340, "valid_targets_mean": 6987.6, "valid_targets_min": 3721 }, { "epoch": 2.148562300319489, "grad_norm": 0.3836997756221973, "learning_rate": 3.5022121251016786e-05, "loss": 0.3047, "loss_nan_ranks": 0, "loss_rank_avg": 0.24991145730018616, "step": 1345, "valid_targets_mean": 5697.1, "valid_targets_min": 2917 }, { "epoch": 2.1565495207667733, "grad_norm": 0.6546701965938719, "learning_rate": 3.4969402098040015e-05, "loss": 0.2889, "loss_nan_ranks": 0, "loss_rank_avg": 0.31468701362609863, "step": 1350, "valid_targets_mean": 6064.4, "valid_targets_min": 2789 }, { "epoch": 2.1645367412140577, "grad_norm": 0.3944810242015382, "learning_rate": 3.491644537589356e-05, "loss": 0.2927, "loss_nan_ranks": 0, "loss_rank_avg": 0.28500664234161377, "step": 1355, "valid_targets_mean": 6117.1, "valid_targets_min": 1882 }, { "epoch": 2.1725239616613417, "grad_norm": 0.4545993238058608, "learning_rate": 3.486325192501743e-05, "loss": 0.3038, "loss_nan_ranks": 0, "loss_rank_avg": 0.29767951369285583, "step": 1360, "valid_targets_mean": 5651.1, "valid_targets_min": 1923 }, { "epoch": 2.180511182108626, "grad_norm": 0.44851310542134765, "learning_rate": 3.480982258960859e-05, "loss": 0.3008, "loss_nan_ranks": 0, "loss_rank_avg": 0.2720685601234436, "step": 1365, "valid_targets_mean": 5454.4, "valid_targets_min": 585 }, { "epoch": 2.1884984025559104, "grad_norm": 0.43846655333595497, "learning_rate": 3.47561582176076e-05, "loss": 0.3092, "loss_nan_ranks": 0, "loss_rank_avg": 0.3084791898727417, "step": 1370, "valid_targets_mean": 5129.3, "valid_targets_min": 2568 }, { "epoch": 2.196485623003195, "grad_norm": 0.41565024304411385, "learning_rate": 3.470225966068507e-05, "loss": 0.3174, "loss_nan_ranks": 0, "loss_rank_avg": 0.3107113242149353, "step": 1375, "valid_targets_mean": 6231.5, "valid_targets_min": 3169 }, { "epoch": 2.2044728434504792, "grad_norm": 0.40565775761435996, "learning_rate": 3.464812777422826e-05, "loss": 0.3003, "loss_nan_ranks": 0, "loss_rank_avg": 0.2875164747238159, "step": 1380, "valid_targets_mean": 5690.8, "valid_targets_min": 2378 }, { "epoch": 2.2124600638977636, "grad_norm": 0.4139723497948051, "learning_rate": 3.459376341732741e-05, "loss": 0.3045, "loss_nan_ranks": 0, "loss_rank_avg": 0.3445984721183777, "step": 1385, "valid_targets_mean": 6626.8, "valid_targets_min": 2600 }, { "epoch": 2.220447284345048, "grad_norm": 0.4063717272941482, "learning_rate": 3.453916745276213e-05, "loss": 0.3177, "loss_nan_ranks": 0, "loss_rank_avg": 0.31706178188323975, "step": 1390, "valid_targets_mean": 6249.3, "valid_targets_min": 2888 }, { "epoch": 2.2284345047923324, "grad_norm": 0.4117254694952023, "learning_rate": 3.4484340746987745e-05, "loss": 0.3001, "loss_nan_ranks": 0, "loss_rank_avg": 0.31049805879592896, "step": 1395, "valid_targets_mean": 6773.8, "valid_targets_min": 2637 }, { "epoch": 2.236421725239617, "grad_norm": 0.41800277829926236, "learning_rate": 3.4429284170121494e-05, "loss": 0.289, "loss_nan_ranks": 0, "loss_rank_avg": 0.2911890149116516, "step": 1400, "valid_targets_mean": 5651.9, "valid_targets_min": 1410 }, { "epoch": 2.244408945686901, "grad_norm": 0.42298275156812076, "learning_rate": 3.4373998595928764e-05, "loss": 0.2967, "loss_nan_ranks": 0, "loss_rank_avg": 0.2631995379924774, "step": 1405, "valid_targets_mean": 5472.6, "valid_targets_min": 2827 }, { "epoch": 2.252396166134185, "grad_norm": 0.40008121266680086, "learning_rate": 3.431848490180919e-05, "loss": 0.3001, "loss_nan_ranks": 0, "loss_rank_avg": 0.25981318950653076, "step": 1410, "valid_targets_mean": 6185.2, "valid_targets_min": 4066 }, { "epoch": 2.2603833865814695, "grad_norm": 0.41760685130038744, "learning_rate": 3.4262743968782736e-05, "loss": 0.3167, "loss_nan_ranks": 0, "loss_rank_avg": 0.30810973048210144, "step": 1415, "valid_targets_mean": 6402.1, "valid_targets_min": 2832 }, { "epoch": 2.268370607028754, "grad_norm": 0.4333891981001015, "learning_rate": 3.4206776681475737e-05, "loss": 0.3022, "loss_nan_ranks": 0, "loss_rank_avg": 0.31947463750839233, "step": 1420, "valid_targets_mean": 6464.6, "valid_targets_min": 1009 }, { "epoch": 2.2763578274760383, "grad_norm": 0.42924124858599033, "learning_rate": 3.415058392810682e-05, "loss": 0.2837, "loss_nan_ranks": 0, "loss_rank_avg": 0.27959945797920227, "step": 1425, "valid_targets_mean": 5761.2, "valid_targets_min": 3055 }, { "epoch": 2.2843450479233227, "grad_norm": 0.4130181036105482, "learning_rate": 3.409416660047286e-05, "loss": 0.2964, "loss_nan_ranks": 0, "loss_rank_avg": 0.31207722425460815, "step": 1430, "valid_targets_mean": 5915.9, "valid_targets_min": 3126 }, { "epoch": 2.292332268370607, "grad_norm": 0.4072084020911982, "learning_rate": 3.403752559393477e-05, "loss": 0.297, "loss_nan_ranks": 0, "loss_rank_avg": 0.2991720736026764, "step": 1435, "valid_targets_mean": 6472.4, "valid_targets_min": 2477 }, { "epoch": 2.3003194888178915, "grad_norm": 0.40968105504533986, "learning_rate": 3.398066180740332e-05, "loss": 0.3092, "loss_nan_ranks": 0, "loss_rank_avg": 0.32481005787849426, "step": 1440, "valid_targets_mean": 6518.8, "valid_targets_min": 2771 }, { "epoch": 2.308306709265176, "grad_norm": 0.414972589481696, "learning_rate": 3.39235761433249e-05, "loss": 0.2969, "loss_nan_ranks": 0, "loss_rank_avg": 0.27577123045921326, "step": 1445, "valid_targets_mean": 5515.1, "valid_targets_min": 2036 }, { "epoch": 2.31629392971246, "grad_norm": 0.39386755603061235, "learning_rate": 3.386626950766713e-05, "loss": 0.2949, "loss_nan_ranks": 0, "loss_rank_avg": 0.31666386127471924, "step": 1450, "valid_targets_mean": 6198.9, "valid_targets_min": 2795 }, { "epoch": 2.3242811501597442, "grad_norm": 0.41309475612531094, "learning_rate": 3.380874280990454e-05, "loss": 0.2805, "loss_nan_ranks": 0, "loss_rank_avg": 0.2711862325668335, "step": 1455, "valid_targets_mean": 5727.2, "valid_targets_min": 2576 }, { "epoch": 2.3322683706070286, "grad_norm": 0.39432974908476837, "learning_rate": 3.37509969630041e-05, "loss": 0.3161, "loss_nan_ranks": 0, "loss_rank_avg": 0.29293060302734375, "step": 1460, "valid_targets_mean": 6670.6, "valid_targets_min": 2540 }, { "epoch": 2.340255591054313, "grad_norm": 0.4056409349942693, "learning_rate": 3.369303288341078e-05, "loss": 0.302, "loss_nan_ranks": 0, "loss_rank_avg": 0.3370053172111511, "step": 1465, "valid_targets_mean": 7109.1, "valid_targets_min": 2308 }, { "epoch": 2.3482428115015974, "grad_norm": 0.4378797400057744, "learning_rate": 3.363485149103292e-05, "loss": 0.2824, "loss_nan_ranks": 0, "loss_rank_avg": 0.30367785692214966, "step": 1470, "valid_targets_mean": 6054.6, "valid_targets_min": 2666 }, { "epoch": 2.356230031948882, "grad_norm": 0.42505426763410487, "learning_rate": 3.357645370922772e-05, "loss": 0.2823, "loss_nan_ranks": 0, "loss_rank_avg": 0.2723078727722168, "step": 1475, "valid_targets_mean": 5148.9, "valid_targets_min": 961 }, { "epoch": 2.364217252396166, "grad_norm": 0.4442040999216026, "learning_rate": 3.351784046478655e-05, "loss": 0.2894, "loss_nan_ranks": 0, "loss_rank_avg": 0.3224413990974426, "step": 1480, "valid_targets_mean": 5366.8, "valid_targets_min": 846 }, { "epoch": 2.3722044728434506, "grad_norm": 0.41391095365122316, "learning_rate": 3.345901268792022e-05, "loss": 0.2757, "loss_nan_ranks": 0, "loss_rank_avg": 0.26531875133514404, "step": 1485, "valid_targets_mean": 5860.0, "valid_targets_min": 3087 }, { "epoch": 2.380191693290735, "grad_norm": 0.4202326491308265, "learning_rate": 3.3399971312244255e-05, "loss": 0.2787, "loss_nan_ranks": 0, "loss_rank_avg": 0.27773553133010864, "step": 1490, "valid_targets_mean": 6156.2, "valid_targets_min": 3272 }, { "epoch": 2.3881789137380194, "grad_norm": 0.379482844969331, "learning_rate": 3.334071727476406e-05, "loss": 0.2999, "loss_nan_ranks": 0, "loss_rank_avg": 0.3333979845046997, "step": 1495, "valid_targets_mean": 7782.3, "valid_targets_min": 3267 }, { "epoch": 2.3961661341853033, "grad_norm": 0.3885894209226014, "learning_rate": 3.3281251515860035e-05, "loss": 0.2874, "loss_nan_ranks": 0, "loss_rank_avg": 0.29636138677597046, "step": 1500, "valid_targets_mean": 6095.9, "valid_targets_min": 2213 }, { "epoch": 2.4041533546325877, "grad_norm": 0.4067090580510372, "learning_rate": 3.3221574979272676e-05, "loss": 0.3008, "loss_nan_ranks": 0, "loss_rank_avg": 0.30467158555984497, "step": 1505, "valid_targets_mean": 5867.9, "valid_targets_min": 2024 }, { "epoch": 2.412140575079872, "grad_norm": 0.3955152438449039, "learning_rate": 3.316168861208759e-05, "loss": 0.2878, "loss_nan_ranks": 0, "loss_rank_avg": 0.28427553176879883, "step": 1510, "valid_targets_mean": 6161.8, "valid_targets_min": 3434 }, { "epoch": 2.4201277955271565, "grad_norm": 0.40842681677984144, "learning_rate": 3.310159336472047e-05, "loss": 0.3065, "loss_nan_ranks": 0, "loss_rank_avg": 0.29921168088912964, "step": 1515, "valid_targets_mean": 5621.6, "valid_targets_min": 2121 }, { "epoch": 2.428115015974441, "grad_norm": 0.417870257055718, "learning_rate": 3.304129019090198e-05, "loss": 0.2807, "loss_nan_ranks": 0, "loss_rank_avg": 0.2757473587989807, "step": 1520, "valid_targets_mean": 5241.2, "valid_targets_min": 2836 }, { "epoch": 2.4361022364217253, "grad_norm": 0.4302500279708224, "learning_rate": 3.298078004766267e-05, "loss": 0.2794, "loss_nan_ranks": 0, "loss_rank_avg": 0.26710593700408936, "step": 1525, "valid_targets_mean": 5666.2, "valid_targets_min": 2428 }, { "epoch": 2.4440894568690097, "grad_norm": 0.4501996501918382, "learning_rate": 3.292006389531774e-05, "loss": 0.2887, "loss_nan_ranks": 0, "loss_rank_avg": 0.28270119428634644, "step": 1530, "valid_targets_mean": 5234.4, "valid_targets_min": 805 }, { "epoch": 2.452076677316294, "grad_norm": 0.42818391902259767, "learning_rate": 3.2859142697451835e-05, "loss": 0.2932, "loss_nan_ranks": 0, "loss_rank_avg": 0.29484790563583374, "step": 1535, "valid_targets_mean": 5797.1, "valid_targets_min": 571 }, { "epoch": 2.460063897763578, "grad_norm": 0.4065935717148912, "learning_rate": 3.279801742090372e-05, "loss": 0.2818, "loss_nan_ranks": 0, "loss_rank_avg": 0.24434958398342133, "step": 1540, "valid_targets_mean": 4887.8, "valid_targets_min": 933 }, { "epoch": 2.4680511182108624, "grad_norm": 0.4230084055500473, "learning_rate": 3.2736689035750975e-05, "loss": 0.3073, "loss_nan_ranks": 0, "loss_rank_avg": 0.30077362060546875, "step": 1545, "valid_targets_mean": 5980.6, "valid_targets_min": 2794 }, { "epoch": 2.476038338658147, "grad_norm": 0.4647609067169842, "learning_rate": 3.2675158515294554e-05, "loss": 0.2963, "loss_nan_ranks": 0, "loss_rank_avg": 0.32127833366394043, "step": 1550, "valid_targets_mean": 5382.3, "valid_targets_min": 2588 }, { "epoch": 2.484025559105431, "grad_norm": 0.4967832988758696, "learning_rate": 3.2613426836043386e-05, "loss": 0.285, "loss_nan_ranks": 0, "loss_rank_avg": 0.28116708993911743, "step": 1555, "valid_targets_mean": 5411.2, "valid_targets_min": 1013 }, { "epoch": 2.4920127795527156, "grad_norm": 0.4332548335288608, "learning_rate": 3.2551494977698844e-05, "loss": 0.315, "loss_nan_ranks": 0, "loss_rank_avg": 0.30997970700263977, "step": 1560, "valid_targets_mean": 5944.8, "valid_targets_min": 3291 }, { "epoch": 2.5, "grad_norm": 0.4304671738244861, "learning_rate": 3.248936392313921e-05, "loss": 0.3263, "loss_nan_ranks": 0, "loss_rank_avg": 0.32509395480155945, "step": 1565, "valid_targets_mean": 5927.1, "valid_targets_min": 1508 }, { "epoch": 2.5079872204472844, "grad_norm": 0.3697235774628339, "learning_rate": 3.2427034658404056e-05, "loss": 0.3004, "loss_nan_ranks": 0, "loss_rank_avg": 0.29154810309410095, "step": 1570, "valid_targets_mean": 6942.3, "valid_targets_min": 2995 }, { "epoch": 2.515974440894569, "grad_norm": 0.38696749765054667, "learning_rate": 3.236450817267863e-05, "loss": 0.292, "loss_nan_ranks": 0, "loss_rank_avg": 0.262685626745224, "step": 1575, "valid_targets_mean": 6033.0, "valid_targets_min": 2420 }, { "epoch": 2.523961661341853, "grad_norm": 0.39523138056393786, "learning_rate": 3.230178545827814e-05, "loss": 0.3121, "loss_nan_ranks": 0, "loss_rank_avg": 0.2954481542110443, "step": 1580, "valid_targets_mean": 5736.6, "valid_targets_min": 2292 }, { "epoch": 2.5319488817891376, "grad_norm": 0.3855605426323756, "learning_rate": 3.223886751063201e-05, "loss": 0.2915, "loss_nan_ranks": 0, "loss_rank_avg": 0.26660865545272827, "step": 1585, "valid_targets_mean": 5837.8, "valid_targets_min": 2256 }, { "epoch": 2.539936102236422, "grad_norm": 0.4527881383676555, "learning_rate": 3.2175755328268054e-05, "loss": 0.2919, "loss_nan_ranks": 0, "loss_rank_avg": 0.3090267777442932, "step": 1590, "valid_targets_mean": 4808.8, "valid_targets_min": 937 }, { "epoch": 2.547923322683706, "grad_norm": 0.4265416469217226, "learning_rate": 3.2112449912796675e-05, "loss": 0.3158, "loss_nan_ranks": 0, "loss_rank_avg": 0.3253001570701599, "step": 1595, "valid_targets_mean": 5822.6, "valid_targets_min": 2179 }, { "epoch": 2.5559105431309903, "grad_norm": 0.48175798957484584, "learning_rate": 3.204895226889494e-05, "loss": 0.2905, "loss_nan_ranks": 0, "loss_rank_avg": 0.29204100370407104, "step": 1600, "valid_targets_mean": 5364.2, "valid_targets_min": 2913 }, { "epoch": 2.5638977635782747, "grad_norm": 0.39676603316787096, "learning_rate": 3.1985263404290634e-05, "loss": 0.3147, "loss_nan_ranks": 0, "loss_rank_avg": 0.3155876398086548, "step": 1605, "valid_targets_mean": 6530.4, "valid_targets_min": 2430 }, { "epoch": 2.571884984025559, "grad_norm": 0.4028973606897274, "learning_rate": 3.19213843297463e-05, "loss": 0.299, "loss_nan_ranks": 0, "loss_rank_avg": 0.3220685124397278, "step": 1610, "valid_targets_mean": 6686.6, "valid_targets_min": 3500 }, { "epoch": 2.5798722044728435, "grad_norm": 0.3987795919287704, "learning_rate": 3.1857316059043144e-05, "loss": 0.2914, "loss_nan_ranks": 0, "loss_rank_avg": 0.2867772579193115, "step": 1615, "valid_targets_mean": 6227.4, "valid_targets_min": 3514 }, { "epoch": 2.587859424920128, "grad_norm": 0.4064361965726967, "learning_rate": 3.1793059608964986e-05, "loss": 0.3179, "loss_nan_ranks": 0, "loss_rank_avg": 0.33910614252090454, "step": 1620, "valid_targets_mean": 6681.3, "valid_targets_min": 2759 }, { "epoch": 2.5958466453674123, "grad_norm": 0.4319621634078842, "learning_rate": 3.172861599928212e-05, "loss": 0.3002, "loss_nan_ranks": 0, "loss_rank_avg": 0.31038302183151245, "step": 1625, "valid_targets_mean": 6010.4, "valid_targets_min": 2418 }, { "epoch": 2.6038338658146962, "grad_norm": 0.41219848105942675, "learning_rate": 3.166398625273512e-05, "loss": 0.3198, "loss_nan_ranks": 0, "loss_rank_avg": 0.3155521750450134, "step": 1630, "valid_targets_mean": 6621.3, "valid_targets_min": 3548 }, { "epoch": 2.6118210862619806, "grad_norm": 0.4004060588134791, "learning_rate": 3.15991713950186e-05, "loss": 0.2855, "loss_nan_ranks": 0, "loss_rank_avg": 0.25764551758766174, "step": 1635, "valid_targets_mean": 5901.2, "valid_targets_min": 2397 }, { "epoch": 2.619808306709265, "grad_norm": 0.40358054212733874, "learning_rate": 3.153417245476495e-05, "loss": 0.3103, "loss_nan_ranks": 0, "loss_rank_avg": 0.322949081659317, "step": 1640, "valid_targets_mean": 6593.8, "valid_targets_min": 680 }, { "epoch": 2.6277955271565494, "grad_norm": 0.3918367671686749, "learning_rate": 3.146899046352804e-05, "loss": 0.3003, "loss_nan_ranks": 0, "loss_rank_avg": 0.30850347876548767, "step": 1645, "valid_targets_mean": 6448.1, "valid_targets_min": 653 }, { "epoch": 2.635782747603834, "grad_norm": 0.40506591753598487, "learning_rate": 3.140362645576676e-05, "loss": 0.2876, "loss_nan_ranks": 0, "loss_rank_avg": 0.2981518507003784, "step": 1650, "valid_targets_mean": 6171.4, "valid_targets_min": 3135 }, { "epoch": 2.643769968051118, "grad_norm": 0.4099656579666407, "learning_rate": 3.133808146882871e-05, "loss": 0.3226, "loss_nan_ranks": 0, "loss_rank_avg": 0.28401097655296326, "step": 1655, "valid_targets_mean": 5184.2, "valid_targets_min": 2727 }, { "epoch": 2.6517571884984026, "grad_norm": 0.400029838346055, "learning_rate": 3.1272356542933654e-05, "loss": 0.2896, "loss_nan_ranks": 0, "loss_rank_avg": 0.2984737753868103, "step": 1660, "valid_targets_mean": 6822.6, "valid_targets_min": 3295 }, { "epoch": 2.659744408945687, "grad_norm": 0.4115873747168827, "learning_rate": 3.120645272115707e-05, "loss": 0.2972, "loss_nan_ranks": 0, "loss_rank_avg": 0.2924659848213196, "step": 1665, "valid_targets_mean": 5307.4, "valid_targets_min": 992 }, { "epoch": 2.6677316293929714, "grad_norm": 0.4145108902659878, "learning_rate": 3.114037104941355e-05, "loss": 0.3125, "loss_nan_ranks": 0, "loss_rank_avg": 0.26558899879455566, "step": 1670, "valid_targets_mean": 4796.6, "valid_targets_min": 791 }, { "epoch": 2.6757188498402558, "grad_norm": 0.40102644198181403, "learning_rate": 3.1074112576440236e-05, "loss": 0.2857, "loss_nan_ranks": 0, "loss_rank_avg": 0.29855072498321533, "step": 1675, "valid_targets_mean": 6069.5, "valid_targets_min": 2344 }, { "epoch": 2.68370607028754, "grad_norm": 0.40569956620975584, "learning_rate": 3.1007678353780154e-05, "loss": 0.2787, "loss_nan_ranks": 0, "loss_rank_avg": 0.27503690123558044, "step": 1680, "valid_targets_mean": 5470.2, "valid_targets_min": 2440 }, { "epoch": 2.6916932907348246, "grad_norm": 0.4261646603135661, "learning_rate": 3.094106943576553e-05, "loss": 0.2873, "loss_nan_ranks": 0, "loss_rank_avg": 0.3134315609931946, "step": 1685, "valid_targets_mean": 5470.4, "valid_targets_min": 706 }, { "epoch": 2.6996805111821085, "grad_norm": 0.43124548026519477, "learning_rate": 3.087428687950108e-05, "loss": 0.3039, "loss_nan_ranks": 0, "loss_rank_avg": 0.32255256175994873, "step": 1690, "valid_targets_mean": 6049.7, "valid_targets_min": 3044 }, { "epoch": 2.707667731629393, "grad_norm": 0.39556638955134604, "learning_rate": 3.080733174484719e-05, "loss": 0.2816, "loss_nan_ranks": 0, "loss_rank_avg": 0.29055914282798767, "step": 1695, "valid_targets_mean": 6225.1, "valid_targets_min": 3495 }, { "epoch": 2.7156549520766773, "grad_norm": 0.41711809099528485, "learning_rate": 3.074020509440313e-05, "loss": 0.2836, "loss_nan_ranks": 0, "loss_rank_avg": 0.2818969190120697, "step": 1700, "valid_targets_mean": 5565.9, "valid_targets_min": 2662 }, { "epoch": 2.7236421725239617, "grad_norm": 0.4006789123272051, "learning_rate": 3.0672907993490183e-05, "loss": 0.3054, "loss_nan_ranks": 0, "loss_rank_avg": 0.30483752489089966, "step": 1705, "valid_targets_mean": 5501.5, "valid_targets_min": 751 }, { "epoch": 2.731629392971246, "grad_norm": 0.42940795774418195, "learning_rate": 3.060544151013473e-05, "loss": 0.3334, "loss_nan_ranks": 0, "loss_rank_avg": 0.3312098979949951, "step": 1710, "valid_targets_mean": 6130.9, "valid_targets_min": 2233 }, { "epoch": 2.7396166134185305, "grad_norm": 0.3695366272503606, "learning_rate": 3.053780671505132e-05, "loss": 0.293, "loss_nan_ranks": 0, "loss_rank_avg": 0.26342782378196716, "step": 1715, "valid_targets_mean": 6225.9, "valid_targets_min": 2999 }, { "epoch": 2.747603833865815, "grad_norm": 0.4522720139205641, "learning_rate": 3.047000468162563e-05, "loss": 0.2886, "loss_nan_ranks": 0, "loss_rank_avg": 0.3008291721343994, "step": 1720, "valid_targets_mean": 6036.2, "valid_targets_min": 3021 }, { "epoch": 2.755591054313099, "grad_norm": 0.3974992857281924, "learning_rate": 3.0402036485897496e-05, "loss": 0.3028, "loss_nan_ranks": 0, "loss_rank_avg": 0.31188899278640747, "step": 1725, "valid_targets_mean": 6015.4, "valid_targets_min": 2923 }, { "epoch": 2.763578274760383, "grad_norm": 0.3827833868618921, "learning_rate": 3.0333903206543786e-05, "loss": 0.2991, "loss_nan_ranks": 0, "loss_rank_avg": 0.2514100670814514, "step": 1730, "valid_targets_mean": 5808.3, "valid_targets_min": 2649 }, { "epoch": 2.7715654952076676, "grad_norm": 0.3983620084251882, "learning_rate": 3.02656059248613e-05, "loss": 0.3143, "loss_nan_ranks": 0, "loss_rank_avg": 0.31184884905815125, "step": 1735, "valid_targets_mean": 6261.7, "valid_targets_min": 2357 }, { "epoch": 2.779552715654952, "grad_norm": 0.37232187949418283, "learning_rate": 3.0197145724749615e-05, "loss": 0.3028, "loss_nan_ranks": 0, "loss_rank_avg": 0.29378968477249146, "step": 1740, "valid_targets_mean": 6060.1, "valid_targets_min": 2110 }, { "epoch": 2.7875399361022364, "grad_norm": 0.37342409642644414, "learning_rate": 3.0128523692693865e-05, "loss": 0.2782, "loss_nan_ranks": 0, "loss_rank_avg": 0.2689356803894043, "step": 1745, "valid_targets_mean": 5888.7, "valid_targets_min": 3108 }, { "epoch": 2.7955271565495208, "grad_norm": 0.4319258089757981, "learning_rate": 3.005974091774751e-05, "loss": 0.2951, "loss_nan_ranks": 0, "loss_rank_avg": 0.3294171690940857, "step": 1750, "valid_targets_mean": 5912.4, "valid_targets_min": 2948 }, { "epoch": 2.803514376996805, "grad_norm": 0.4950304413074886, "learning_rate": 2.999079849151505e-05, "loss": 0.3025, "loss_nan_ranks": 0, "loss_rank_avg": 0.28061580657958984, "step": 1755, "valid_targets_mean": 5471.9, "valid_targets_min": 3185 }, { "epoch": 2.8115015974440896, "grad_norm": 0.40387845935919453, "learning_rate": 2.992169750813471e-05, "loss": 0.307, "loss_nan_ranks": 0, "loss_rank_avg": 0.30962783098220825, "step": 1760, "valid_targets_mean": 5990.1, "valid_targets_min": 2765 }, { "epoch": 2.819488817891374, "grad_norm": 0.375146343362634, "learning_rate": 2.985243906426106e-05, "loss": 0.3021, "loss_nan_ranks": 0, "loss_rank_avg": 0.2787879705429077, "step": 1765, "valid_targets_mean": 6204.7, "valid_targets_min": 3463 }, { "epoch": 2.8274760383386583, "grad_norm": 0.41132393338805634, "learning_rate": 2.9783024259047617e-05, "loss": 0.2949, "loss_nan_ranks": 0, "loss_rank_avg": 0.2528681755065918, "step": 1770, "valid_targets_mean": 4946.7, "valid_targets_min": 3078 }, { "epoch": 2.8354632587859427, "grad_norm": 0.46376479090127043, "learning_rate": 2.971345419412941e-05, "loss": 0.3024, "loss_nan_ranks": 0, "loss_rank_avg": 0.3507474362850189, "step": 1775, "valid_targets_mean": 5836.9, "valid_targets_min": 2150 }, { "epoch": 2.8434504792332267, "grad_norm": 0.4134070480438868, "learning_rate": 2.964372997360548e-05, "loss": 0.285, "loss_nan_ranks": 0, "loss_rank_avg": 0.29295796155929565, "step": 1780, "valid_targets_mean": 5649.1, "valid_targets_min": 2482 }, { "epoch": 2.851437699680511, "grad_norm": 0.39748516497602365, "learning_rate": 2.957385270402137e-05, "loss": 0.2735, "loss_nan_ranks": 0, "loss_rank_avg": 0.2671281397342682, "step": 1785, "valid_targets_mean": 5237.8, "valid_targets_min": 2232 }, { "epoch": 2.8594249201277955, "grad_norm": 0.40512422862965664, "learning_rate": 2.9503823494351565e-05, "loss": 0.289, "loss_nan_ranks": 0, "loss_rank_avg": 0.29251593351364136, "step": 1790, "valid_targets_mean": 5566.1, "valid_targets_min": 2035 }, { "epoch": 2.86741214057508, "grad_norm": 0.3954754492571278, "learning_rate": 2.9433643455981874e-05, "loss": 0.2995, "loss_nan_ranks": 0, "loss_rank_avg": 0.29588550329208374, "step": 1795, "valid_targets_mean": 6322.9, "valid_targets_min": 1836 }, { "epoch": 2.8753993610223643, "grad_norm": 0.4030143180636043, "learning_rate": 2.9363313702691827e-05, "loss": 0.308, "loss_nan_ranks": 0, "loss_rank_avg": 0.28367578983306885, "step": 1800, "valid_targets_mean": 6224.6, "valid_targets_min": 3956 }, { "epoch": 2.8833865814696487, "grad_norm": 0.43565145942552674, "learning_rate": 2.9292835350636957e-05, "loss": 0.301, "loss_nan_ranks": 0, "loss_rank_avg": 0.321044385433197, "step": 1805, "valid_targets_mean": 6034.8, "valid_targets_min": 2329 }, { "epoch": 2.891373801916933, "grad_norm": 0.4179529116687889, "learning_rate": 2.922220951833111e-05, "loss": 0.2892, "loss_nan_ranks": 0, "loss_rank_avg": 0.26396217942237854, "step": 1810, "valid_targets_mean": 5258.7, "valid_targets_min": 769 }, { "epoch": 2.899361022364217, "grad_norm": 0.3808282089363938, "learning_rate": 2.9151437326628706e-05, "loss": 0.3122, "loss_nan_ranks": 0, "loss_rank_avg": 0.2766105532646179, "step": 1815, "valid_targets_mean": 6825.6, "valid_targets_min": 2460 }, { "epoch": 2.9073482428115014, "grad_norm": 0.4124244745011186, "learning_rate": 2.908051989870692e-05, "loss": 0.2856, "loss_nan_ranks": 0, "loss_rank_avg": 0.24274176359176636, "step": 1820, "valid_targets_mean": 5708.0, "valid_targets_min": 2364 }, { "epoch": 2.915335463258786, "grad_norm": 0.41438184139217416, "learning_rate": 2.9009458360047867e-05, "loss": 0.2973, "loss_nan_ranks": 0, "loss_rank_avg": 0.28374814987182617, "step": 1825, "valid_targets_mean": 5260.8, "valid_targets_min": 2416 }, { "epoch": 2.92332268370607, "grad_norm": 0.41155404441527726, "learning_rate": 2.8938253838420762e-05, "loss": 0.3017, "loss_nan_ranks": 0, "loss_rank_avg": 0.3477973937988281, "step": 1830, "valid_targets_mean": 6668.8, "valid_targets_min": 2149 }, { "epoch": 2.9313099041533546, "grad_norm": 0.4085241124027252, "learning_rate": 2.8866907463864006e-05, "loss": 0.2948, "loss_nan_ranks": 0, "loss_rank_avg": 0.2856498956680298, "step": 1835, "valid_targets_mean": 6114.0, "valid_targets_min": 3129 }, { "epoch": 2.939297124600639, "grad_norm": 0.3732637105205897, "learning_rate": 2.8795420368667225e-05, "loss": 0.3016, "loss_nan_ranks": 0, "loss_rank_avg": 0.270649790763855, "step": 1840, "valid_targets_mean": 6849.4, "valid_targets_min": 3145 }, { "epoch": 2.9472843450479234, "grad_norm": 0.4226521461884014, "learning_rate": 2.8723793687353354e-05, "loss": 0.289, "loss_nan_ranks": 0, "loss_rank_avg": 0.31452998518943787, "step": 1845, "valid_targets_mean": 6376.6, "valid_targets_min": 1649 }, { "epoch": 2.9552715654952078, "grad_norm": 0.379485107873191, "learning_rate": 2.8652028556660593e-05, "loss": 0.298, "loss_nan_ranks": 0, "loss_rank_avg": 0.29785484075546265, "step": 1850, "valid_targets_mean": 6641.9, "valid_targets_min": 2981 }, { "epoch": 2.963258785942492, "grad_norm": 0.3856093464155722, "learning_rate": 2.8580126115524373e-05, "loss": 0.3106, "loss_nan_ranks": 0, "loss_rank_avg": 0.3266083598136902, "step": 1855, "valid_targets_mean": 6517.6, "valid_targets_min": 1301 }, { "epoch": 2.9712460063897765, "grad_norm": 0.43428930480362304, "learning_rate": 2.8508087505059302e-05, "loss": 0.2857, "loss_nan_ranks": 0, "loss_rank_avg": 0.31606584787368774, "step": 1860, "valid_targets_mean": 5092.9, "valid_targets_min": 667 }, { "epoch": 2.979233226837061, "grad_norm": 0.40969816294635303, "learning_rate": 2.843591386854102e-05, "loss": 0.3088, "loss_nan_ranks": 0, "loss_rank_avg": 0.3517284691333771, "step": 1865, "valid_targets_mean": 6976.1, "valid_targets_min": 1755 }, { "epoch": 2.987220447284345, "grad_norm": 0.3630500921673988, "learning_rate": 2.8363606351388068e-05, "loss": 0.304, "loss_nan_ranks": 0, "loss_rank_avg": 0.30743950605392456, "step": 1870, "valid_targets_mean": 7188.4, "valid_targets_min": 4148 }, { "epoch": 2.9952076677316293, "grad_norm": 0.3816838598746091, "learning_rate": 2.829116610114375e-05, "loss": 0.3031, "loss_nan_ranks": 0, "loss_rank_avg": 0.3180239796638489, "step": 1875, "valid_targets_mean": 6521.1, "valid_targets_min": 2569 }, { "epoch": 3.0031948881789137, "grad_norm": 0.39407614826065124, "learning_rate": 2.821859426745786e-05, "loss": 0.2782, "loss_nan_ranks": 0, "loss_rank_avg": 0.29579219222068787, "step": 1880, "valid_targets_mean": 5941.6, "valid_targets_min": 2701 }, { "epoch": 3.011182108626198, "grad_norm": 0.3782083320968264, "learning_rate": 2.8145892002068454e-05, "loss": 0.2796, "loss_nan_ranks": 0, "loss_rank_avg": 0.2401447743177414, "step": 1885, "valid_targets_mean": 6048.2, "valid_targets_min": 2035 }, { "epoch": 3.0191693290734825, "grad_norm": 0.5038352640657161, "learning_rate": 2.8073060458783606e-05, "loss": 0.2848, "loss_nan_ranks": 0, "loss_rank_avg": 0.3108987808227539, "step": 1890, "valid_targets_mean": 5316.5, "valid_targets_min": 1013 }, { "epoch": 3.027156549520767, "grad_norm": 0.3668199255925011, "learning_rate": 2.8000100793463056e-05, "loss": 0.2847, "loss_nan_ranks": 0, "loss_rank_avg": 0.2814244031906128, "step": 1895, "valid_targets_mean": 6788.8, "valid_targets_min": 2404 }, { "epoch": 3.0351437699680512, "grad_norm": 0.3929170893253138, "learning_rate": 2.792701416399988e-05, "loss": 0.2839, "loss_nan_ranks": 0, "loss_rank_avg": 0.279710590839386, "step": 1900, "valid_targets_mean": 6570.0, "valid_targets_min": 3117 }, { "epoch": 3.0431309904153356, "grad_norm": 0.3803358516560281, "learning_rate": 2.7853801730302134e-05, "loss": 0.2741, "loss_nan_ranks": 0, "loss_rank_avg": 0.2647709846496582, "step": 1905, "valid_targets_mean": 5775.4, "valid_targets_min": 3030 }, { "epoch": 3.0511182108626196, "grad_norm": 0.38808017152613633, "learning_rate": 2.7780464654274396e-05, "loss": 0.2885, "loss_nan_ranks": 0, "loss_rank_avg": 0.27732783555984497, "step": 1910, "valid_targets_mean": 6046.7, "valid_targets_min": 1994 }, { "epoch": 3.059105431309904, "grad_norm": 0.3883111774894938, "learning_rate": 2.770700409979938e-05, "loss": 0.271, "loss_nan_ranks": 0, "loss_rank_avg": 0.24863779544830322, "step": 1915, "valid_targets_mean": 5406.1, "valid_targets_min": 892 }, { "epoch": 3.0670926517571884, "grad_norm": 0.4120010452872276, "learning_rate": 2.7633421232719442e-05, "loss": 0.2911, "loss_nan_ranks": 0, "loss_rank_avg": 0.28361284732818604, "step": 1920, "valid_targets_mean": 5957.8, "valid_targets_min": 2628 }, { "epoch": 3.0750798722044728, "grad_norm": 0.39346008689686557, "learning_rate": 2.7559717220818067e-05, "loss": 0.2969, "loss_nan_ranks": 0, "loss_rank_avg": 0.30084335803985596, "step": 1925, "valid_targets_mean": 6254.4, "valid_targets_min": 3332 }, { "epoch": 3.083067092651757, "grad_norm": 0.3917952007567887, "learning_rate": 2.7485893233801366e-05, "loss": 0.2789, "loss_nan_ranks": 0, "loss_rank_avg": 0.2666378617286682, "step": 1930, "valid_targets_mean": 5519.2, "valid_targets_min": 525 }, { "epoch": 3.0910543130990416, "grad_norm": 0.4043183652692264, "learning_rate": 2.7411950443279458e-05, "loss": 0.2796, "loss_nan_ranks": 0, "loss_rank_avg": 0.28478050231933594, "step": 1935, "valid_targets_mean": 5719.7, "valid_targets_min": 2639 }, { "epoch": 3.099041533546326, "grad_norm": 0.44871836179762264, "learning_rate": 2.7337890022747945e-05, "loss": 0.2869, "loss_nan_ranks": 0, "loss_rank_avg": 0.3125566840171814, "step": 1940, "valid_targets_mean": 5846.2, "valid_targets_min": 1020 }, { "epoch": 3.1070287539936103, "grad_norm": 0.426753525563353, "learning_rate": 2.7263713147569243e-05, "loss": 0.2815, "loss_nan_ranks": 0, "loss_rank_avg": 0.2868148386478424, "step": 1945, "valid_targets_mean": 5920.9, "valid_targets_min": 2324 }, { "epoch": 3.1150159744408947, "grad_norm": 0.4445643822116863, "learning_rate": 2.7189420994953945e-05, "loss": 0.283, "loss_nan_ranks": 0, "loss_rank_avg": 0.3119467794895172, "step": 1950, "valid_targets_mean": 5628.3, "valid_targets_min": 2471 }, { "epoch": 3.123003194888179, "grad_norm": 0.43466756536910034, "learning_rate": 2.7115014743942114e-05, "loss": 0.2852, "loss_nan_ranks": 0, "loss_rank_avg": 0.28476303815841675, "step": 1955, "valid_targets_mean": 5465.6, "valid_targets_min": 2890 }, { "epoch": 3.130990415335463, "grad_norm": 0.3865673796340792, "learning_rate": 2.704049557538461e-05, "loss": 0.3009, "loss_nan_ranks": 0, "loss_rank_avg": 0.27190887928009033, "step": 1960, "valid_targets_mean": 6987.8, "valid_targets_min": 3535 }, { "epoch": 3.1389776357827475, "grad_norm": 0.41130693895793174, "learning_rate": 2.696586467192434e-05, "loss": 0.2864, "loss_nan_ranks": 0, "loss_rank_avg": 0.29361218214035034, "step": 1965, "valid_targets_mean": 5782.1, "valid_targets_min": 2068 }, { "epoch": 3.146964856230032, "grad_norm": 0.5614162138714198, "learning_rate": 2.6891123217977448e-05, "loss": 0.3074, "loss_nan_ranks": 0, "loss_rank_avg": 0.3212922215461731, "step": 1970, "valid_targets_mean": 6647.4, "valid_targets_min": 3636 }, { "epoch": 3.1549520766773163, "grad_norm": 0.386938808590077, "learning_rate": 2.681627239971458e-05, "loss": 0.2943, "loss_nan_ranks": 0, "loss_rank_avg": 0.2853558361530304, "step": 1975, "valid_targets_mean": 6590.2, "valid_targets_min": 2460 }, { "epoch": 3.1629392971246006, "grad_norm": 0.37358498500182025, "learning_rate": 2.6741313405041997e-05, "loss": 0.2747, "loss_nan_ranks": 0, "loss_rank_avg": 0.25737184286117554, "step": 1980, "valid_targets_mean": 7468.1, "valid_targets_min": 723 }, { "epoch": 3.170926517571885, "grad_norm": 0.3840885675344956, "learning_rate": 2.666624742358279e-05, "loss": 0.3002, "loss_nan_ranks": 0, "loss_rank_avg": 0.2827538251876831, "step": 1985, "valid_targets_mean": 6448.6, "valid_targets_min": 2574 }, { "epoch": 3.1789137380191694, "grad_norm": 0.41046271616899715, "learning_rate": 2.659107564665794e-05, "loss": 0.2817, "loss_nan_ranks": 0, "loss_rank_avg": 0.30209285020828247, "step": 1990, "valid_targets_mean": 7323.8, "valid_targets_min": 3817 }, { "epoch": 3.186900958466454, "grad_norm": 0.41696921761969497, "learning_rate": 2.6515799267267445e-05, "loss": 0.2576, "loss_nan_ranks": 0, "loss_rank_avg": 0.25836455821990967, "step": 1995, "valid_targets_mean": 5259.9, "valid_targets_min": 1872 }, { "epoch": 3.194888178913738, "grad_norm": 0.39316330317707604, "learning_rate": 2.6440419480071366e-05, "loss": 0.2757, "loss_nan_ranks": 0, "loss_rank_avg": 0.2698454260826111, "step": 2000, "valid_targets_mean": 5670.1, "valid_targets_min": 2098 }, { "epoch": 3.202875399361022, "grad_norm": 0.3900179184666186, "learning_rate": 2.6364937481370887e-05, "loss": 0.2757, "loss_nan_ranks": 0, "loss_rank_avg": 0.2806251645088196, "step": 2005, "valid_targets_mean": 6425.8, "valid_targets_min": 3226 }, { "epoch": 3.2108626198083066, "grad_norm": 0.38151963631950214, "learning_rate": 2.628935446908933e-05, "loss": 0.3015, "loss_nan_ranks": 0, "loss_rank_avg": 0.3154348134994507, "step": 2010, "valid_targets_mean": 7543.2, "valid_targets_min": 3697 }, { "epoch": 3.218849840255591, "grad_norm": 0.44628089099405716, "learning_rate": 2.6213671642753124e-05, "loss": 0.2979, "loss_nan_ranks": 0, "loss_rank_avg": 0.27721768617630005, "step": 2015, "valid_targets_mean": 4927.4, "valid_targets_min": 2233 }, { "epoch": 3.2268370607028753, "grad_norm": 0.39013389111709296, "learning_rate": 2.6137890203472786e-05, "loss": 0.2965, "loss_nan_ranks": 0, "loss_rank_avg": 0.28547370433807373, "step": 2020, "valid_targets_mean": 7734.6, "valid_targets_min": 4273 }, { "epoch": 3.2348242811501597, "grad_norm": 0.3994942801653719, "learning_rate": 2.606201135392383e-05, "loss": 0.3022, "loss_nan_ranks": 0, "loss_rank_avg": 0.29625070095062256, "step": 2025, "valid_targets_mean": 6331.4, "valid_targets_min": 2632 }, { "epoch": 3.242811501597444, "grad_norm": 0.41278079697619247, "learning_rate": 2.5986036298327725e-05, "loss": 0.2949, "loss_nan_ranks": 0, "loss_rank_avg": 0.3153744339942932, "step": 2030, "valid_targets_mean": 6242.7, "valid_targets_min": 1808 }, { "epoch": 3.2507987220447285, "grad_norm": 0.3891671436772246, "learning_rate": 2.590996624243276e-05, "loss": 0.2643, "loss_nan_ranks": 0, "loss_rank_avg": 0.26932135224342346, "step": 2035, "valid_targets_mean": 6116.2, "valid_targets_min": 2928 }, { "epoch": 3.258785942492013, "grad_norm": 0.4041378088541498, "learning_rate": 2.5833802393494897e-05, "loss": 0.2926, "loss_nan_ranks": 0, "loss_rank_avg": 0.30763524770736694, "step": 2040, "valid_targets_mean": 6715.1, "valid_targets_min": 559 }, { "epoch": 3.2667731629392973, "grad_norm": 0.3761589059354125, "learning_rate": 2.5757545960258638e-05, "loss": 0.2973, "loss_nan_ranks": 0, "loss_rank_avg": 0.3172910213470459, "step": 2045, "valid_targets_mean": 6865.1, "valid_targets_min": 2967 }, { "epoch": 3.2747603833865817, "grad_norm": 0.4073637917923728, "learning_rate": 2.5681198152937804e-05, "loss": 0.2786, "loss_nan_ranks": 0, "loss_rank_avg": 0.2412528693675995, "step": 2050, "valid_targets_mean": 4718.0, "valid_targets_min": 2401 }, { "epoch": 3.2827476038338657, "grad_norm": 0.40631051191479356, "learning_rate": 2.5604760183196377e-05, "loss": 0.2773, "loss_nan_ranks": 0, "loss_rank_avg": 0.27420973777770996, "step": 2055, "valid_targets_mean": 5630.1, "valid_targets_min": 2237 }, { "epoch": 3.29073482428115, "grad_norm": 0.41097441043848115, "learning_rate": 2.5528233264129228e-05, "loss": 0.2895, "loss_nan_ranks": 0, "loss_rank_avg": 0.2977592349052429, "step": 2060, "valid_targets_mean": 5871.2, "valid_targets_min": 1787 }, { "epoch": 3.2987220447284344, "grad_norm": 0.37932082757860947, "learning_rate": 2.54516186102429e-05, "loss": 0.2888, "loss_nan_ranks": 0, "loss_rank_avg": 0.2956275939941406, "step": 2065, "valid_targets_mean": 6453.6, "valid_targets_min": 612 }, { "epoch": 3.306709265175719, "grad_norm": 0.4231995554892241, "learning_rate": 2.5374917437436294e-05, "loss": 0.3051, "loss_nan_ranks": 0, "loss_rank_avg": 0.26246821880340576, "step": 2070, "valid_targets_mean": 5138.6, "valid_targets_min": 2442 }, { "epoch": 3.3146964856230032, "grad_norm": 0.41283978593806675, "learning_rate": 2.5298130962981403e-05, "loss": 0.2977, "loss_nan_ranks": 0, "loss_rank_avg": 0.3205075263977051, "step": 2075, "valid_targets_mean": 6270.7, "valid_targets_min": 2560 }, { "epoch": 3.3226837060702876, "grad_norm": 0.4034511797041537, "learning_rate": 2.5221260405503985e-05, "loss": 0.2761, "loss_nan_ranks": 0, "loss_rank_avg": 0.2481868714094162, "step": 2080, "valid_targets_mean": 5122.6, "valid_targets_min": 2418 }, { "epoch": 3.330670926517572, "grad_norm": 0.43029045688479733, "learning_rate": 2.5144306984964225e-05, "loss": 0.2653, "loss_nan_ranks": 0, "loss_rank_avg": 0.2917163670063019, "step": 2085, "valid_targets_mean": 6054.2, "valid_targets_min": 3320 }, { "epoch": 3.3386581469648564, "grad_norm": 0.39239657125059835, "learning_rate": 2.5067271922637377e-05, "loss": 0.2762, "loss_nan_ranks": 0, "loss_rank_avg": 0.2448638379573822, "step": 2090, "valid_targets_mean": 5684.7, "valid_targets_min": 713 }, { "epoch": 3.3466453674121404, "grad_norm": 0.3903950545189857, "learning_rate": 2.499015644109435e-05, "loss": 0.276, "loss_nan_ranks": 0, "loss_rank_avg": 0.2958728075027466, "step": 2095, "valid_targets_mean": 6683.0, "valid_targets_min": 905 }, { "epoch": 3.3546325878594248, "grad_norm": 0.4004885209858901, "learning_rate": 2.491296176418236e-05, "loss": 0.285, "loss_nan_ranks": 0, "loss_rank_avg": 0.27448421716690063, "step": 2100, "valid_targets_mean": 5940.2, "valid_targets_min": 2664 }, { "epoch": 3.362619808306709, "grad_norm": 0.3654722126214252, "learning_rate": 2.4835689117005472e-05, "loss": 0.2889, "loss_nan_ranks": 0, "loss_rank_avg": 0.2784554362297058, "step": 2105, "valid_targets_mean": 6328.2, "valid_targets_min": 3656 }, { "epoch": 3.3706070287539935, "grad_norm": 0.4199048765889977, "learning_rate": 2.4758339725905152e-05, "loss": 0.2884, "loss_nan_ranks": 0, "loss_rank_avg": 0.27836596965789795, "step": 2110, "valid_targets_mean": 5817.2, "valid_targets_min": 1856 }, { "epoch": 3.378594249201278, "grad_norm": 0.42623999943394303, "learning_rate": 2.4680914818440823e-05, "loss": 0.2784, "loss_nan_ranks": 0, "loss_rank_avg": 0.28224313259124756, "step": 2115, "valid_targets_mean": 5713.3, "valid_targets_min": 2742 }, { "epoch": 3.3865814696485623, "grad_norm": 0.4135723729647487, "learning_rate": 2.4603415623370387e-05, "loss": 0.3019, "loss_nan_ranks": 0, "loss_rank_avg": 0.28288450837135315, "step": 2120, "valid_targets_mean": 5835.9, "valid_targets_min": 1753 }, { "epoch": 3.3945686900958467, "grad_norm": 0.3948649972522792, "learning_rate": 2.4525843370630697e-05, "loss": 0.2879, "loss_nan_ranks": 0, "loss_rank_avg": 0.2941212058067322, "step": 2125, "valid_targets_mean": 6642.4, "valid_targets_min": 3088 }, { "epoch": 3.402555910543131, "grad_norm": 0.4120188119446171, "learning_rate": 2.4448199291318058e-05, "loss": 0.2865, "loss_nan_ranks": 0, "loss_rank_avg": 0.3203067481517792, "step": 2130, "valid_targets_mean": 6592.6, "valid_targets_min": 2512 }, { "epoch": 3.4105431309904155, "grad_norm": 0.39104291480241576, "learning_rate": 2.4370484617668707e-05, "loss": 0.2864, "loss_nan_ranks": 0, "loss_rank_avg": 0.2826640009880066, "step": 2135, "valid_targets_mean": 6314.2, "valid_targets_min": 2548 }, { "epoch": 3.4185303514377, "grad_norm": 0.37836556558335366, "learning_rate": 2.4292700583039194e-05, "loss": 0.2882, "loss_nan_ranks": 0, "loss_rank_avg": 0.27248314023017883, "step": 2140, "valid_targets_mean": 6604.1, "valid_targets_min": 3329 }, { "epoch": 3.426517571884984, "grad_norm": 0.4136825101312036, "learning_rate": 2.4214848421886893e-05, "loss": 0.2709, "loss_nan_ranks": 0, "loss_rank_avg": 0.24891617894172668, "step": 2145, "valid_targets_mean": 5143.1, "valid_targets_min": 774 }, { "epoch": 3.4345047923322682, "grad_norm": 0.38430589198007, "learning_rate": 2.4136929369750344e-05, "loss": 0.2924, "loss_nan_ranks": 0, "loss_rank_avg": 0.28506019711494446, "step": 2150, "valid_targets_mean": 6425.4, "valid_targets_min": 2515 }, { "epoch": 3.4424920127795526, "grad_norm": 0.3991648912111197, "learning_rate": 2.4058944663229672e-05, "loss": 0.3155, "loss_nan_ranks": 0, "loss_rank_avg": 0.30513352155685425, "step": 2155, "valid_targets_mean": 6308.9, "valid_targets_min": 2263 }, { "epoch": 3.450479233226837, "grad_norm": 0.40606202574077355, "learning_rate": 2.398089553996696e-05, "loss": 0.305, "loss_nan_ranks": 0, "loss_rank_avg": 0.28048115968704224, "step": 2160, "valid_targets_mean": 6116.3, "valid_targets_min": 2038 }, { "epoch": 3.4584664536741214, "grad_norm": 0.41238886031195693, "learning_rate": 2.3902783238626604e-05, "loss": 0.2713, "loss_nan_ranks": 0, "loss_rank_avg": 0.30598849058151245, "step": 2165, "valid_targets_mean": 6816.4, "valid_targets_min": 774 }, { "epoch": 3.466453674121406, "grad_norm": 0.38624458034758125, "learning_rate": 2.3824608998875652e-05, "loss": 0.2771, "loss_nan_ranks": 0, "loss_rank_avg": 0.29611045122146606, "step": 2170, "valid_targets_mean": 7105.1, "valid_targets_min": 2404 }, { "epoch": 3.47444089456869, "grad_norm": 0.41088167186750163, "learning_rate": 2.3746374061364138e-05, "loss": 0.2735, "loss_nan_ranks": 0, "loss_rank_avg": 0.3055521845817566, "step": 2175, "valid_targets_mean": 6002.1, "valid_targets_min": 2496 }, { "epoch": 3.4824281150159746, "grad_norm": 0.4113148149440506, "learning_rate": 2.3668079667705404e-05, "loss": 0.28, "loss_nan_ranks": 0, "loss_rank_avg": 0.28291821479797363, "step": 2180, "valid_targets_mean": 5510.7, "valid_targets_min": 2713 }, { "epoch": 3.4904153354632586, "grad_norm": 0.39690184054958405, "learning_rate": 2.3589727060456342e-05, "loss": 0.2751, "loss_nan_ranks": 0, "loss_rank_avg": 0.2515103816986084, "step": 2185, "valid_targets_mean": 5275.2, "valid_targets_min": 1009 }, { "epoch": 3.498402555910543, "grad_norm": 0.4163085822534811, "learning_rate": 2.3511317483097753e-05, "loss": 0.2945, "loss_nan_ranks": 0, "loss_rank_avg": 0.32339000701904297, "step": 2190, "valid_targets_mean": 6685.1, "valid_targets_min": 3472 }, { "epoch": 3.5063897763578273, "grad_norm": 0.41929454848195985, "learning_rate": 2.3432852180014548e-05, "loss": 0.3034, "loss_nan_ranks": 0, "loss_rank_avg": 0.3325154185295105, "step": 2195, "valid_targets_mean": 6569.1, "valid_targets_min": 3133 }, { "epoch": 3.5143769968051117, "grad_norm": 0.41715237963782664, "learning_rate": 2.3354332396476026e-05, "loss": 0.3025, "loss_nan_ranks": 0, "loss_rank_avg": 0.3265277147293091, "step": 2200, "valid_targets_mean": 6760.0, "valid_targets_min": 2039 }, { "epoch": 3.522364217252396, "grad_norm": 0.4054680510437043, "learning_rate": 2.327575937861612e-05, "loss": 0.301, "loss_nan_ranks": 0, "loss_rank_avg": 0.3051404356956482, "step": 2205, "valid_targets_mean": 6122.1, "valid_targets_min": 2955 }, { "epoch": 3.5303514376996805, "grad_norm": 0.3802083701163208, "learning_rate": 2.3197134373413595e-05, "loss": 0.2763, "loss_nan_ranks": 0, "loss_rank_avg": 0.3239632844924927, "step": 2210, "valid_targets_mean": 6963.6, "valid_targets_min": 2745 }, { "epoch": 3.538338658146965, "grad_norm": 0.40131758226744096, "learning_rate": 2.3118458628672272e-05, "loss": 0.295, "loss_nan_ranks": 0, "loss_rank_avg": 0.28352153301239014, "step": 2215, "valid_targets_mean": 5898.5, "valid_targets_min": 2916 }, { "epoch": 3.5463258785942493, "grad_norm": 0.3762936001516868, "learning_rate": 2.3039733393001233e-05, "loss": 0.293, "loss_nan_ranks": 0, "loss_rank_avg": 0.28905823826789856, "step": 2220, "valid_targets_mean": 6666.5, "valid_targets_min": 2505 }, { "epoch": 3.5543130990415337, "grad_norm": 0.392571305748706, "learning_rate": 2.2960959915794998e-05, "loss": 0.2737, "loss_nan_ranks": 0, "loss_rank_avg": 0.27087992429733276, "step": 2225, "valid_targets_mean": 6498.5, "valid_targets_min": 3328 }, { "epoch": 3.562300319488818, "grad_norm": 0.6086041530164692, "learning_rate": 2.2882139447213673e-05, "loss": 0.2843, "loss_nan_ranks": 0, "loss_rank_avg": 0.3048592805862427, "step": 2230, "valid_targets_mean": 5341.1, "valid_targets_min": 2083 }, { "epoch": 3.5702875399361025, "grad_norm": 0.37497767062282483, "learning_rate": 2.280327323816317e-05, "loss": 0.2755, "loss_nan_ranks": 0, "loss_rank_avg": 0.27159368991851807, "step": 2235, "valid_targets_mean": 6834.6, "valid_targets_min": 3721 }, { "epoch": 3.5782747603833864, "grad_norm": 0.3820126990404262, "learning_rate": 2.2724362540275288e-05, "loss": 0.2752, "loss_nan_ranks": 0, "loss_rank_avg": 0.2762431502342224, "step": 2240, "valid_targets_mean": 5892.3, "valid_targets_min": 2627 }, { "epoch": 3.586261980830671, "grad_norm": 0.387363522781126, "learning_rate": 2.2645408605887882e-05, "loss": 0.2889, "loss_nan_ranks": 0, "loss_rank_avg": 0.2990701198577881, "step": 2245, "valid_targets_mean": 6069.8, "valid_targets_min": 2868 }, { "epoch": 3.594249201277955, "grad_norm": 0.4325757141283567, "learning_rate": 2.2566412688025003e-05, "loss": 0.2522, "loss_nan_ranks": 0, "loss_rank_avg": 0.2801590859889984, "step": 2250, "valid_targets_mean": 5381.9, "valid_targets_min": 2068 }, { "epoch": 3.6022364217252396, "grad_norm": 0.38452605714606686, "learning_rate": 2.2487376040376958e-05, "loss": 0.2853, "loss_nan_ranks": 0, "loss_rank_avg": 0.2836499810218811, "step": 2255, "valid_targets_mean": 6136.5, "valid_targets_min": 2518 }, { "epoch": 3.610223642172524, "grad_norm": 0.3976434026934483, "learning_rate": 2.240829991728048e-05, "loss": 0.2935, "loss_nan_ranks": 0, "loss_rank_avg": 0.31026923656463623, "step": 2260, "valid_targets_mean": 6232.8, "valid_targets_min": 758 }, { "epoch": 3.6182108626198084, "grad_norm": 0.37942251572462077, "learning_rate": 2.2329185573698778e-05, "loss": 0.284, "loss_nan_ranks": 0, "loss_rank_avg": 0.24145904183387756, "step": 2265, "valid_targets_mean": 5855.1, "valid_targets_min": 2389 }, { "epoch": 3.626198083067093, "grad_norm": 0.41523968900739516, "learning_rate": 2.225003426520163e-05, "loss": 0.2748, "loss_nan_ranks": 0, "loss_rank_avg": 0.2884466052055359, "step": 2270, "valid_targets_mean": 5608.3, "valid_targets_min": 706 }, { "epoch": 3.6341853035143767, "grad_norm": 0.4064120443525162, "learning_rate": 2.2170847247945466e-05, "loss": 0.2588, "loss_nan_ranks": 0, "loss_rank_avg": 0.24048921465873718, "step": 2275, "valid_targets_mean": 4951.3, "valid_targets_min": 2317 }, { "epoch": 3.642172523961661, "grad_norm": 0.3963503758114164, "learning_rate": 2.209162577865342e-05, "loss": 0.2887, "loss_nan_ranks": 0, "loss_rank_avg": 0.27281975746154785, "step": 2280, "valid_targets_mean": 6056.3, "valid_targets_min": 2645 }, { "epoch": 3.6501597444089455, "grad_norm": 0.3797468110039216, "learning_rate": 2.201237111459539e-05, "loss": 0.2873, "loss_nan_ranks": 0, "loss_rank_avg": 0.28083449602127075, "step": 2285, "valid_targets_mean": 6525.4, "valid_targets_min": 2768 }, { "epoch": 3.65814696485623, "grad_norm": 0.37924803759144315, "learning_rate": 2.193308451356809e-05, "loss": 0.3001, "loss_nan_ranks": 0, "loss_rank_avg": 0.29979899525642395, "step": 2290, "valid_targets_mean": 6610.4, "valid_targets_min": 4545 }, { "epoch": 3.6661341853035143, "grad_norm": 0.4492054263182636, "learning_rate": 2.1853767233875084e-05, "loss": 0.2846, "loss_nan_ranks": 0, "loss_rank_avg": 0.28562217950820923, "step": 2295, "valid_targets_mean": 6567.2, "valid_targets_min": 1445 }, { "epoch": 3.6741214057507987, "grad_norm": 0.40385812480737254, "learning_rate": 2.1774420534306812e-05, "loss": 0.2819, "loss_nan_ranks": 0, "loss_rank_avg": 0.28911226987838745, "step": 2300, "valid_targets_mean": 6200.9, "valid_targets_min": 2834 }, { "epoch": 3.682108626198083, "grad_norm": 0.3837316452022455, "learning_rate": 2.1695045674120615e-05, "loss": 0.2777, "loss_nan_ranks": 0, "loss_rank_avg": 0.28620877861976624, "step": 2305, "valid_targets_mean": 6418.9, "valid_targets_min": 3469 }, { "epoch": 3.6900958466453675, "grad_norm": 0.3589940699122065, "learning_rate": 2.1615643913020755e-05, "loss": 0.2775, "loss_nan_ranks": 0, "loss_rank_avg": 0.23665347695350647, "step": 2310, "valid_targets_mean": 6631.9, "valid_targets_min": 2340 }, { "epoch": 3.698083067092652, "grad_norm": 0.3778540126245049, "learning_rate": 2.1536216511138423e-05, "loss": 0.2845, "loss_nan_ranks": 0, "loss_rank_avg": 0.3107551336288452, "step": 2315, "valid_targets_mean": 7123.0, "valid_targets_min": 863 }, { "epoch": 3.7060702875399363, "grad_norm": 0.36669619512735524, "learning_rate": 2.145676472901174e-05, "loss": 0.261, "loss_nan_ranks": 0, "loss_rank_avg": 0.2750699520111084, "step": 2320, "valid_targets_mean": 6343.7, "valid_targets_min": 4282 }, { "epoch": 3.7140575079872207, "grad_norm": 0.40160883990615326, "learning_rate": 2.1377289827565734e-05, "loss": 0.279, "loss_nan_ranks": 0, "loss_rank_avg": 0.2908309996128082, "step": 2325, "valid_targets_mean": 6274.9, "valid_targets_min": 769 }, { "epoch": 3.722044728434505, "grad_norm": 0.38135724275827115, "learning_rate": 2.129779306809236e-05, "loss": 0.2801, "loss_nan_ranks": 0, "loss_rank_avg": 0.27185767889022827, "step": 2330, "valid_targets_mean": 6539.3, "valid_targets_min": 2593 }, { "epoch": 3.730031948881789, "grad_norm": 0.41854634180355516, "learning_rate": 2.121827571223046e-05, "loss": 0.271, "loss_nan_ranks": 0, "loss_rank_avg": 0.2506662905216217, "step": 2335, "valid_targets_mean": 4737.0, "valid_targets_min": 1372 }, { "epoch": 3.7380191693290734, "grad_norm": 0.40851557924126697, "learning_rate": 2.113873902194575e-05, "loss": 0.2953, "loss_nan_ranks": 0, "loss_rank_avg": 0.279274046421051, "step": 2340, "valid_targets_mean": 5637.3, "valid_targets_min": 4070 }, { "epoch": 3.746006389776358, "grad_norm": 0.3910794596464284, "learning_rate": 2.1059184259510786e-05, "loss": 0.278, "loss_nan_ranks": 0, "loss_rank_avg": 0.3100409507751465, "step": 2345, "valid_targets_mean": 7028.7, "valid_targets_min": 623 }, { "epoch": 3.753993610223642, "grad_norm": 0.401024887867437, "learning_rate": 2.0979612687484935e-05, "loss": 0.2917, "loss_nan_ranks": 0, "loss_rank_avg": 0.26389920711517334, "step": 2350, "valid_targets_mean": 5422.7, "valid_targets_min": 665 }, { "epoch": 3.7619808306709266, "grad_norm": 0.3926950453958137, "learning_rate": 2.0900025568694334e-05, "loss": 0.272, "loss_nan_ranks": 0, "loss_rank_avg": 0.25960761308670044, "step": 2355, "valid_targets_mean": 5643.0, "valid_targets_min": 897 }, { "epoch": 3.769968051118211, "grad_norm": 0.3893179064995369, "learning_rate": 2.082042416621187e-05, "loss": 0.2995, "loss_nan_ranks": 0, "loss_rank_avg": 0.31199175119400024, "step": 2360, "valid_targets_mean": 6725.8, "valid_targets_min": 3334 }, { "epoch": 3.777955271565495, "grad_norm": 0.46322927120903745, "learning_rate": 2.0740809743337095e-05, "loss": 0.2876, "loss_nan_ranks": 0, "loss_rank_avg": 0.2446075975894928, "step": 2365, "valid_targets_mean": 6197.3, "valid_targets_min": 2438 }, { "epoch": 3.7859424920127793, "grad_norm": 0.3868064929625221, "learning_rate": 2.0661183563576202e-05, "loss": 0.2996, "loss_nan_ranks": 0, "loss_rank_avg": 0.29353129863739014, "step": 2370, "valid_targets_mean": 6627.8, "valid_targets_min": 2923 }, { "epoch": 3.7939297124600637, "grad_norm": 0.394083117057408, "learning_rate": 2.0581546890621986e-05, "loss": 0.2792, "loss_nan_ranks": 0, "loss_rank_avg": 0.2892863154411316, "step": 2375, "valid_targets_mean": 5990.1, "valid_targets_min": 2808 }, { "epoch": 3.801916932907348, "grad_norm": 0.38653188970744146, "learning_rate": 2.0501900988333755e-05, "loss": 0.2803, "loss_nan_ranks": 0, "loss_rank_avg": 0.24584591388702393, "step": 2380, "valid_targets_mean": 5592.1, "valid_targets_min": 2891 }, { "epoch": 3.8099041533546325, "grad_norm": 0.390959060912465, "learning_rate": 2.0422247120717304e-05, "loss": 0.2902, "loss_nan_ranks": 0, "loss_rank_avg": 0.2661975622177124, "step": 2385, "valid_targets_mean": 5660.2, "valid_targets_min": 2270 }, { "epoch": 3.817891373801917, "grad_norm": 0.39206024055058375, "learning_rate": 2.0342586551904824e-05, "loss": 0.2862, "loss_nan_ranks": 0, "loss_rank_avg": 0.29259228706359863, "step": 2390, "valid_targets_mean": 6328.2, "valid_targets_min": 937 }, { "epoch": 3.8258785942492013, "grad_norm": 0.3750426021512079, "learning_rate": 2.026292054613486e-05, "loss": 0.2962, "loss_nan_ranks": 0, "loss_rank_avg": 0.30779290199279785, "step": 2395, "valid_targets_mean": 6747.1, "valid_targets_min": 4294 }, { "epoch": 3.8338658146964857, "grad_norm": 0.40784501815728036, "learning_rate": 2.0183250367732253e-05, "loss": 0.2991, "loss_nan_ranks": 0, "loss_rank_avg": 0.3180014491081238, "step": 2400, "valid_targets_mean": 6070.1, "valid_targets_min": 2232 }, { "epoch": 3.84185303514377, "grad_norm": 0.4064995550403897, "learning_rate": 2.0103577281088065e-05, "loss": 0.2645, "loss_nan_ranks": 0, "loss_rank_avg": 0.2629479765892029, "step": 2405, "valid_targets_mean": 5365.2, "valid_targets_min": 2279 }, { "epoch": 3.8498402555910545, "grad_norm": 0.40276468606337057, "learning_rate": 2.00239025506395e-05, "loss": 0.3032, "loss_nan_ranks": 0, "loss_rank_avg": 0.3314054012298584, "step": 2410, "valid_targets_mean": 6474.4, "valid_targets_min": 2539 }, { "epoch": 3.857827476038339, "grad_norm": 0.4208783819685992, "learning_rate": 1.9944227440849856e-05, "loss": 0.2775, "loss_nan_ranks": 0, "loss_rank_avg": 0.23719042539596558, "step": 2415, "valid_targets_mean": 5318.1, "valid_targets_min": 2348 }, { "epoch": 3.8658146964856233, "grad_norm": 0.3850598138475823, "learning_rate": 1.9864553216188454e-05, "loss": 0.2768, "loss_nan_ranks": 0, "loss_rank_avg": 0.2985256612300873, "step": 2420, "valid_targets_mean": 6684.6, "valid_targets_min": 4385 }, { "epoch": 3.873801916932907, "grad_norm": 0.3889109661093418, "learning_rate": 1.978488114111057e-05, "loss": 0.2728, "loss_nan_ranks": 0, "loss_rank_avg": 0.2758444547653198, "step": 2425, "valid_targets_mean": 6286.0, "valid_targets_min": 3676 }, { "epoch": 3.8817891373801916, "grad_norm": 0.41974665101718217, "learning_rate": 1.970521248003735e-05, "loss": 0.293, "loss_nan_ranks": 0, "loss_rank_avg": 0.28620395064353943, "step": 2430, "valid_targets_mean": 6822.9, "valid_targets_min": 2359 }, { "epoch": 3.889776357827476, "grad_norm": 0.4108196582764407, "learning_rate": 1.9625548497335783e-05, "loss": 0.2649, "loss_nan_ranks": 0, "loss_rank_avg": 0.24179211258888245, "step": 2435, "valid_targets_mean": 6230.8, "valid_targets_min": 3030 }, { "epoch": 3.8977635782747604, "grad_norm": 0.3887184644874627, "learning_rate": 1.9545890457298592e-05, "loss": 0.2896, "loss_nan_ranks": 0, "loss_rank_avg": 0.27514466643333435, "step": 2440, "valid_targets_mean": 6194.8, "valid_targets_min": 4190 }, { "epoch": 3.905750798722045, "grad_norm": 0.3808169582267541, "learning_rate": 1.9466239624124203e-05, "loss": 0.2796, "loss_nan_ranks": 0, "loss_rank_avg": 0.28203779458999634, "step": 2445, "valid_targets_mean": 5893.8, "valid_targets_min": 2481 }, { "epoch": 3.913738019169329, "grad_norm": 0.39903432475190986, "learning_rate": 1.938659726189663e-05, "loss": 0.2794, "loss_nan_ranks": 0, "loss_rank_avg": 0.2902190089225769, "step": 2450, "valid_targets_mean": 6198.2, "valid_targets_min": 2428 }, { "epoch": 3.9217252396166136, "grad_norm": 0.3909585098825061, "learning_rate": 1.9306964634565505e-05, "loss": 0.287, "loss_nan_ranks": 0, "loss_rank_avg": 0.2583644390106201, "step": 2455, "valid_targets_mean": 5603.4, "valid_targets_min": 2394 }, { "epoch": 3.9297124600638975, "grad_norm": 0.38212898858543853, "learning_rate": 1.9227343005925926e-05, "loss": 0.2846, "loss_nan_ranks": 0, "loss_rank_avg": 0.29948654770851135, "step": 2460, "valid_targets_mean": 6591.0, "valid_targets_min": 3077 }, { "epoch": 3.937699680511182, "grad_norm": 0.35832168924593294, "learning_rate": 1.914773363959845e-05, "loss": 0.2804, "loss_nan_ranks": 0, "loss_rank_avg": 0.24180595576763153, "step": 2465, "valid_targets_mean": 6173.3, "valid_targets_min": 3429 }, { "epoch": 3.9456869009584663, "grad_norm": 0.4042242888931492, "learning_rate": 1.906813779900903e-05, "loss": 0.3128, "loss_nan_ranks": 0, "loss_rank_avg": 0.2923146188259125, "step": 2470, "valid_targets_mean": 5477.3, "valid_targets_min": 2124 }, { "epoch": 3.9536741214057507, "grad_norm": 0.40266244023116793, "learning_rate": 1.8988556747368953e-05, "loss": 0.2814, "loss_nan_ranks": 0, "loss_rank_avg": 0.29180198907852173, "step": 2475, "valid_targets_mean": 5750.6, "valid_targets_min": 3483 }, { "epoch": 3.961661341853035, "grad_norm": 0.4064958674965927, "learning_rate": 1.890899174765481e-05, "loss": 0.307, "loss_nan_ranks": 0, "loss_rank_avg": 0.3093706965446472, "step": 2480, "valid_targets_mean": 6397.2, "valid_targets_min": 2649 }, { "epoch": 3.9696485623003195, "grad_norm": 0.3962056895279825, "learning_rate": 1.8829444062588433e-05, "loss": 0.2868, "loss_nan_ranks": 0, "loss_rank_avg": 0.29254212975502014, "step": 2485, "valid_targets_mean": 6045.2, "valid_targets_min": 1301 }, { "epoch": 3.977635782747604, "grad_norm": 0.41416641131661436, "learning_rate": 1.8749914954616882e-05, "loss": 0.2928, "loss_nan_ranks": 0, "loss_rank_avg": 0.3371998369693756, "step": 2490, "valid_targets_mean": 6160.2, "valid_targets_min": 3202 }, { "epoch": 3.9856230031948883, "grad_norm": 0.37474609318480057, "learning_rate": 1.867040568589236e-05, "loss": 0.2635, "loss_nan_ranks": 0, "loss_rank_avg": 0.2889212965965271, "step": 2495, "valid_targets_mean": 6763.1, "valid_targets_min": 1985 }, { "epoch": 3.9936102236421727, "grad_norm": 0.4217384626431671, "learning_rate": 1.859091751825225e-05, "loss": 0.2939, "loss_nan_ranks": 0, "loss_rank_avg": 0.29209163784980774, "step": 2500, "valid_targets_mean": 5283.7, "valid_targets_min": 1867 }, { "epoch": 4.001597444089457, "grad_norm": 0.41789778022803, "learning_rate": 1.8511451713199038e-05, "loss": 0.2662, "loss_nan_ranks": 0, "loss_rank_avg": 0.2662074863910675, "step": 2505, "valid_targets_mean": 5955.0, "valid_targets_min": 2533 }, { "epoch": 4.0095846645367414, "grad_norm": 0.40278438837833236, "learning_rate": 1.843200953188031e-05, "loss": 0.2781, "loss_nan_ranks": 0, "loss_rank_avg": 0.2680213451385498, "step": 2510, "valid_targets_mean": 5708.9, "valid_targets_min": 572 }, { "epoch": 4.017571884984026, "grad_norm": 0.397993731547539, "learning_rate": 1.8352592235068735e-05, "loss": 0.2773, "loss_nan_ranks": 0, "loss_rank_avg": 0.28705108165740967, "step": 2515, "valid_targets_mean": 6314.8, "valid_targets_min": 3044 }, { "epoch": 4.02555910543131, "grad_norm": 0.3859130960809358, "learning_rate": 1.8273201083142056e-05, "loss": 0.2913, "loss_nan_ranks": 0, "loss_rank_avg": 0.23025313019752502, "step": 2520, "valid_targets_mean": 5676.9, "valid_targets_min": 2873 }, { "epoch": 4.033546325878595, "grad_norm": 0.4128778693762648, "learning_rate": 1.8193837336063096e-05, "loss": 0.2509, "loss_nan_ranks": 0, "loss_rank_avg": 0.3019358515739441, "step": 2525, "valid_targets_mean": 6668.1, "valid_targets_min": 2049 }, { "epoch": 4.041533546325879, "grad_norm": 0.4034915694915475, "learning_rate": 1.8114502253359745e-05, "loss": 0.2671, "loss_nan_ranks": 0, "loss_rank_avg": 0.2430892437696457, "step": 2530, "valid_targets_mean": 5848.4, "valid_targets_min": 2613 }, { "epoch": 4.0495207667731625, "grad_norm": 0.3926112605110736, "learning_rate": 1.8035197094104986e-05, "loss": 0.2707, "loss_nan_ranks": 0, "loss_rank_avg": 0.2987821698188782, "step": 2535, "valid_targets_mean": 6712.1, "valid_targets_min": 1985 }, { "epoch": 4.057507987220447, "grad_norm": 0.42284516870435657, "learning_rate": 1.7955923116896908e-05, "loss": 0.2699, "loss_nan_ranks": 0, "loss_rank_avg": 0.2968297004699707, "step": 2540, "valid_targets_mean": 6279.9, "valid_targets_min": 2149 }, { "epoch": 4.065495207667731, "grad_norm": 0.4119549970451748, "learning_rate": 1.787668157983872e-05, "loss": 0.2845, "loss_nan_ranks": 0, "loss_rank_avg": 0.2702583968639374, "step": 2545, "valid_targets_mean": 5337.4, "valid_targets_min": 1406 }, { "epoch": 4.073482428115016, "grad_norm": 0.43532677076464465, "learning_rate": 1.779747374051881e-05, "loss": 0.2885, "loss_nan_ranks": 0, "loss_rank_avg": 0.30135321617126465, "step": 2550, "valid_targets_mean": 5596.6, "valid_targets_min": 2532 }, { "epoch": 4.0814696485623, "grad_norm": 0.42805115338364774, "learning_rate": 1.7718300855990767e-05, "loss": 0.2755, "loss_nan_ranks": 0, "loss_rank_avg": 0.2958075702190399, "step": 2555, "valid_targets_mean": 5754.2, "valid_targets_min": 2644 }, { "epoch": 4.0894568690095845, "grad_norm": 0.43235576286525906, "learning_rate": 1.7639164182753434e-05, "loss": 0.2747, "loss_nan_ranks": 0, "loss_rank_avg": 0.2922317087650299, "step": 2560, "valid_targets_mean": 5877.0, "valid_targets_min": 2713 }, { "epoch": 4.097444089456869, "grad_norm": 0.3787889279541212, "learning_rate": 1.7560064976730967e-05, "loss": 0.2777, "loss_nan_ranks": 0, "loss_rank_avg": 0.28099751472473145, "step": 2565, "valid_targets_mean": 6627.5, "valid_targets_min": 2975 }, { "epoch": 4.105431309904153, "grad_norm": 0.37473245224159224, "learning_rate": 1.7481004493252915e-05, "loss": 0.2643, "loss_nan_ranks": 0, "loss_rank_avg": 0.2825896143913269, "step": 2570, "valid_targets_mean": 6897.7, "valid_targets_min": 2319 }, { "epoch": 4.113418530351438, "grad_norm": 0.42809437702255415, "learning_rate": 1.740198398703428e-05, "loss": 0.264, "loss_nan_ranks": 0, "loss_rank_avg": 0.29898396134376526, "step": 2575, "valid_targets_mean": 5503.2, "valid_targets_min": 2512 }, { "epoch": 4.121405750798722, "grad_norm": 0.3931245114329627, "learning_rate": 1.7323004712155613e-05, "loss": 0.2873, "loss_nan_ranks": 0, "loss_rank_avg": 0.2750072777271271, "step": 2580, "valid_targets_mean": 6251.4, "valid_targets_min": 2014 }, { "epoch": 4.1293929712460065, "grad_norm": 0.40455158947027997, "learning_rate": 1.724406792204312e-05, "loss": 0.2946, "loss_nan_ranks": 0, "loss_rank_avg": 0.31611204147338867, "step": 2585, "valid_targets_mean": 7131.2, "valid_targets_min": 2279 }, { "epoch": 4.137380191693291, "grad_norm": 0.40745917071878723, "learning_rate": 1.7165174869448738e-05, "loss": 0.2849, "loss_nan_ranks": 0, "loss_rank_avg": 0.29489070177078247, "step": 2590, "valid_targets_mean": 6287.9, "valid_targets_min": 2452 }, { "epoch": 4.145367412140575, "grad_norm": 0.38823361164382825, "learning_rate": 1.7086326806430298e-05, "loss": 0.2974, "loss_nan_ranks": 0, "loss_rank_avg": 0.2753092050552368, "step": 2595, "valid_targets_mean": 6502.6, "valid_targets_min": 846 }, { "epoch": 4.15335463258786, "grad_norm": 0.41032607321966874, "learning_rate": 1.7007524984331623e-05, "loss": 0.2738, "loss_nan_ranks": 0, "loss_rank_avg": 0.3026641607284546, "step": 2600, "valid_targets_mean": 6315.2, "valid_targets_min": 1013 }, { "epoch": 4.161341853035144, "grad_norm": 0.4267557488891164, "learning_rate": 1.692877065376268e-05, "loss": 0.2696, "loss_nan_ranks": 0, "loss_rank_avg": 0.3002544641494751, "step": 2605, "valid_targets_mean": 5747.0, "valid_targets_min": 796 }, { "epoch": 4.169329073482428, "grad_norm": 0.39592909964136863, "learning_rate": 1.6850065064579724e-05, "loss": 0.2777, "loss_nan_ranks": 0, "loss_rank_avg": 0.28585320711135864, "step": 2610, "valid_targets_mean": 6384.6, "valid_targets_min": 3185 }, { "epoch": 4.177316293929713, "grad_norm": 0.38911269848186064, "learning_rate": 1.677140946586548e-05, "loss": 0.2885, "loss_nan_ranks": 0, "loss_rank_avg": 0.2697932720184326, "step": 2615, "valid_targets_mean": 6012.8, "valid_targets_min": 559 }, { "epoch": 4.185303514376997, "grad_norm": 0.3933309392629126, "learning_rate": 1.66928051059093e-05, "loss": 0.2743, "loss_nan_ranks": 0, "loss_rank_avg": 0.29853546619415283, "step": 2620, "valid_targets_mean": 6470.2, "valid_targets_min": 4089 }, { "epoch": 4.193290734824281, "grad_norm": 0.38813684001801246, "learning_rate": 1.6614253232187363e-05, "loss": 0.2612, "loss_nan_ranks": 0, "loss_rank_avg": 0.2507900595664978, "step": 2625, "valid_targets_mean": 5594.2, "valid_targets_min": 1895 }, { "epoch": 4.201277955271565, "grad_norm": 0.40467045928060663, "learning_rate": 1.6535755091342876e-05, "loss": 0.2691, "loss_nan_ranks": 0, "loss_rank_avg": 0.2329675257205963, "step": 2630, "valid_targets_mean": 5645.5, "valid_targets_min": 805 }, { "epoch": 4.2092651757188495, "grad_norm": 0.3875601610855551, "learning_rate": 1.6457311929166286e-05, "loss": 0.2886, "loss_nan_ranks": 0, "loss_rank_avg": 0.2972150146961212, "step": 2635, "valid_targets_mean": 7001.7, "valid_targets_min": 3156 }, { "epoch": 4.217252396166134, "grad_norm": 0.4127200373089555, "learning_rate": 1.637892499057551e-05, "loss": 0.2648, "loss_nan_ranks": 0, "loss_rank_avg": 0.26377594470977783, "step": 2640, "valid_targets_mean": 5655.3, "valid_targets_min": 3434 }, { "epoch": 4.225239616613418, "grad_norm": 0.36826905769913587, "learning_rate": 1.6300595519596177e-05, "loss": 0.2802, "loss_nan_ranks": 0, "loss_rank_avg": 0.27024176716804504, "step": 2645, "valid_targets_mean": 6891.1, "valid_targets_min": 5072 }, { "epoch": 4.233226837060703, "grad_norm": 0.41783309492278914, "learning_rate": 1.6222324759341897e-05, "loss": 0.2741, "loss_nan_ranks": 0, "loss_rank_avg": 0.28622257709503174, "step": 2650, "valid_targets_mean": 6172.2, "valid_targets_min": 2268 }, { "epoch": 4.241214057507987, "grad_norm": 0.39515051538691914, "learning_rate": 1.6144113951994515e-05, "loss": 0.2822, "loss_nan_ranks": 0, "loss_rank_avg": 0.26668697595596313, "step": 2655, "valid_targets_mean": 6379.2, "valid_targets_min": 3110 }, { "epoch": 4.2492012779552715, "grad_norm": 0.4137394527647848, "learning_rate": 1.60659643387844e-05, "loss": 0.2728, "loss_nan_ranks": 0, "loss_rank_avg": 0.23816585540771484, "step": 2660, "valid_targets_mean": 5357.4, "valid_targets_min": 2394 }, { "epoch": 4.257188498402556, "grad_norm": 0.39445643694253296, "learning_rate": 1.5987877159970765e-05, "loss": 0.2733, "loss_nan_ranks": 0, "loss_rank_avg": 0.27433449029922485, "step": 2665, "valid_targets_mean": 6585.4, "valid_targets_min": 3205 }, { "epoch": 4.26517571884984, "grad_norm": 0.4370745792319941, "learning_rate": 1.5909853654821947e-05, "loss": 0.2808, "loss_nan_ranks": 0, "loss_rank_avg": 0.3000541925430298, "step": 2670, "valid_targets_mean": 5766.7, "valid_targets_min": 2256 }, { "epoch": 4.273162939297125, "grad_norm": 0.40440104350695244, "learning_rate": 1.583189506159579e-05, "loss": 0.2742, "loss_nan_ranks": 0, "loss_rank_avg": 0.3138236701488495, "step": 2675, "valid_targets_mean": 6135.3, "valid_targets_min": 769 }, { "epoch": 4.281150159744409, "grad_norm": 0.3835475333605527, "learning_rate": 1.575400261751993e-05, "loss": 0.2777, "loss_nan_ranks": 0, "loss_rank_avg": 0.270091712474823, "step": 2680, "valid_targets_mean": 6739.2, "valid_targets_min": 4116 }, { "epoch": 4.289137380191693, "grad_norm": 0.42632445332522834, "learning_rate": 1.567617755877223e-05, "loss": 0.2773, "loss_nan_ranks": 0, "loss_rank_avg": 0.29185786843299866, "step": 2685, "valid_targets_mean": 5249.2, "valid_targets_min": 2665 }, { "epoch": 4.297124600638978, "grad_norm": 0.4030110406426799, "learning_rate": 1.5598421120461106e-05, "loss": 0.2726, "loss_nan_ranks": 0, "loss_rank_avg": 0.25116804242134094, "step": 2690, "valid_targets_mean": 5738.0, "valid_targets_min": 3991 }, { "epoch": 4.305111821086262, "grad_norm": 0.4092073755858647, "learning_rate": 1.552073453660595e-05, "loss": 0.2797, "loss_nan_ranks": 0, "loss_rank_avg": 0.29239794611930847, "step": 2695, "valid_targets_mean": 6055.5, "valid_targets_min": 2506 }, { "epoch": 4.313099041533547, "grad_norm": 0.45424119210212927, "learning_rate": 1.5443119040117544e-05, "loss": 0.2602, "loss_nan_ranks": 0, "loss_rank_avg": 0.2504233717918396, "step": 2700, "valid_targets_mean": 5604.6, "valid_targets_min": 2582 }, { "epoch": 4.321086261980831, "grad_norm": 0.4050030441304935, "learning_rate": 1.536557586277849e-05, "loss": 0.2731, "loss_nan_ranks": 0, "loss_rank_avg": 0.28171196579933167, "step": 2705, "valid_targets_mean": 6385.3, "valid_targets_min": 2485 }, { "epoch": 4.329073482428115, "grad_norm": 0.410297247246705, "learning_rate": 1.5288106235223655e-05, "loss": 0.2763, "loss_nan_ranks": 0, "loss_rank_avg": 0.2512205243110657, "step": 2710, "valid_targets_mean": 5399.4, "valid_targets_min": 751 }, { "epoch": 4.3370607028754, "grad_norm": 0.41510753013612095, "learning_rate": 1.521071138692066e-05, "loss": 0.2802, "loss_nan_ranks": 0, "loss_rank_avg": 0.2584072947502136, "step": 2715, "valid_targets_mean": 5446.3, "valid_targets_min": 2407 }, { "epoch": 4.345047923322683, "grad_norm": 0.383504073102031, "learning_rate": 1.5133392546150347e-05, "loss": 0.2837, "loss_nan_ranks": 0, "loss_rank_avg": 0.30143845081329346, "step": 2720, "valid_targets_mean": 6775.9, "valid_targets_min": 2652 }, { "epoch": 4.353035143769968, "grad_norm": 0.4304753569025277, "learning_rate": 1.5056150939987303e-05, "loss": 0.2812, "loss_nan_ranks": 0, "loss_rank_avg": 0.3040391206741333, "step": 2725, "valid_targets_mean": 5710.7, "valid_targets_min": 2511 }, { "epoch": 4.361022364217252, "grad_norm": 0.3812452760315638, "learning_rate": 1.4978987794280363e-05, "loss": 0.2647, "loss_nan_ranks": 0, "loss_rank_avg": 0.2979819178581238, "step": 2730, "valid_targets_mean": 6864.4, "valid_targets_min": 2768 }, { "epoch": 4.3690095846645365, "grad_norm": 0.3912121411405226, "learning_rate": 1.4901904333633179e-05, "loss": 0.2689, "loss_nan_ranks": 0, "loss_rank_avg": 0.28652453422546387, "step": 2735, "valid_targets_mean": 6519.9, "valid_targets_min": 2567 }, { "epoch": 4.376996805111821, "grad_norm": 0.40271400569902377, "learning_rate": 1.4824901781384777e-05, "loss": 0.2809, "loss_nan_ranks": 0, "loss_rank_avg": 0.29264265298843384, "step": 2740, "valid_targets_mean": 6142.9, "valid_targets_min": 810 }, { "epoch": 4.384984025559105, "grad_norm": 0.3874913299465262, "learning_rate": 1.4747981359590138e-05, "loss": 0.2621, "loss_nan_ranks": 0, "loss_rank_avg": 0.23004579544067383, "step": 2745, "valid_targets_mean": 5417.1, "valid_targets_min": 2365 }, { "epoch": 4.39297124600639, "grad_norm": 0.45332639426671206, "learning_rate": 1.4671144289000806e-05, "loss": 0.2628, "loss_nan_ranks": 0, "loss_rank_avg": 0.27936509251594543, "step": 2750, "valid_targets_mean": 5746.8, "valid_targets_min": 689 }, { "epoch": 4.400958466453674, "grad_norm": 0.3805516692241136, "learning_rate": 1.4594391789045513e-05, "loss": 0.2995, "loss_nan_ranks": 0, "loss_rank_avg": 0.26949167251586914, "step": 2755, "valid_targets_mean": 6413.2, "valid_targets_min": 2693 }, { "epoch": 4.4089456869009584, "grad_norm": 0.3858941053847421, "learning_rate": 1.4517725077810835e-05, "loss": 0.2772, "loss_nan_ranks": 0, "loss_rank_avg": 0.25780051946640015, "step": 2760, "valid_targets_mean": 6056.6, "valid_targets_min": 3698 }, { "epoch": 4.416932907348243, "grad_norm": 0.4251912739395793, "learning_rate": 1.4441145372021847e-05, "loss": 0.2764, "loss_nan_ranks": 0, "loss_rank_avg": 0.30358684062957764, "step": 2765, "valid_targets_mean": 5682.9, "valid_targets_min": 2567 }, { "epoch": 4.424920127795527, "grad_norm": 0.3749645245630162, "learning_rate": 1.4364653887022831e-05, "loss": 0.2844, "loss_nan_ranks": 0, "loss_rank_avg": 0.26234883069992065, "step": 2770, "valid_targets_mean": 6423.8, "valid_targets_min": 3567 }, { "epoch": 4.432907348242812, "grad_norm": 0.4172284202002455, "learning_rate": 1.4288251836757956e-05, "loss": 0.2733, "loss_nan_ranks": 0, "loss_rank_avg": 0.2528131902217865, "step": 2775, "valid_targets_mean": 5334.3, "valid_targets_min": 1878 }, { "epoch": 4.440894568690096, "grad_norm": 0.4372290403653499, "learning_rate": 1.4211940433752052e-05, "loss": 0.2677, "loss_nan_ranks": 0, "loss_rank_avg": 0.23210656642913818, "step": 2780, "valid_targets_mean": 5115.0, "valid_targets_min": 2481 }, { "epoch": 4.44888178913738, "grad_norm": 0.4058720159497367, "learning_rate": 1.4135720889091342e-05, "loss": 0.2658, "loss_nan_ranks": 0, "loss_rank_avg": 0.2466217279434204, "step": 2785, "valid_targets_mean": 5953.0, "valid_targets_min": 2416 }, { "epoch": 4.456869009584665, "grad_norm": 0.40492658919816266, "learning_rate": 1.4059594412404227e-05, "loss": 0.2763, "loss_nan_ranks": 0, "loss_rank_avg": 0.3062133193016052, "step": 2790, "valid_targets_mean": 6615.1, "valid_targets_min": 3434 }, { "epoch": 4.464856230031949, "grad_norm": 0.41873459429789195, "learning_rate": 1.3983562211842094e-05, "loss": 0.2694, "loss_nan_ranks": 0, "loss_rank_avg": 0.2544900178909302, "step": 2795, "valid_targets_mean": 5504.8, "valid_targets_min": 806 }, { "epoch": 4.472843450479234, "grad_norm": 0.4037709639480373, "learning_rate": 1.390762549406013e-05, "loss": 0.2811, "loss_nan_ranks": 0, "loss_rank_avg": 0.2991892695426941, "step": 2800, "valid_targets_mean": 6091.9, "valid_targets_min": 2036 }, { "epoch": 4.480830670926517, "grad_norm": 0.41551739820781297, "learning_rate": 1.3831785464198188e-05, "loss": 0.2538, "loss_nan_ranks": 0, "loss_rank_avg": 0.23418962955474854, "step": 2805, "valid_targets_mean": 4782.4, "valid_targets_min": 943 }, { "epoch": 4.488817891373802, "grad_norm": 0.45956147465107355, "learning_rate": 1.3756043325861648e-05, "loss": 0.2893, "loss_nan_ranks": 0, "loss_rank_avg": 0.3095807433128357, "step": 2810, "valid_targets_mean": 5793.2, "valid_targets_min": 2852 }, { "epoch": 4.496805111821086, "grad_norm": 0.39357976753285634, "learning_rate": 1.3680400281102326e-05, "loss": 0.2775, "loss_nan_ranks": 0, "loss_rank_avg": 0.289013147354126, "step": 2815, "valid_targets_mean": 6744.7, "valid_targets_min": 2657 }, { "epoch": 4.50479233226837, "grad_norm": 0.4238578338807567, "learning_rate": 1.3604857530399378e-05, "loss": 0.2722, "loss_nan_ranks": 0, "loss_rank_avg": 0.2508664131164551, "step": 2820, "valid_targets_mean": 5159.8, "valid_targets_min": 2311 }, { "epoch": 4.512779552715655, "grad_norm": 0.3837263973848263, "learning_rate": 1.3529416272640278e-05, "loss": 0.277, "loss_nan_ranks": 0, "loss_rank_avg": 0.2732656002044678, "step": 2825, "valid_targets_mean": 6027.3, "valid_targets_min": 2460 }, { "epoch": 4.520766773162939, "grad_norm": 0.4144600107136905, "learning_rate": 1.3454077705101766e-05, "loss": 0.2862, "loss_nan_ranks": 0, "loss_rank_avg": 0.2717664837837219, "step": 2830, "valid_targets_mean": 5457.3, "valid_targets_min": 2850 }, { "epoch": 4.5287539936102235, "grad_norm": 0.3932520354085718, "learning_rate": 1.3378843023430856e-05, "loss": 0.2756, "loss_nan_ranks": 0, "loss_rank_avg": 0.28590431809425354, "step": 2835, "valid_targets_mean": 6365.2, "valid_targets_min": 2024 }, { "epoch": 4.536741214057508, "grad_norm": 0.3786623507452636, "learning_rate": 1.3303713421625864e-05, "loss": 0.2535, "loss_nan_ranks": 0, "loss_rank_avg": 0.24466568231582642, "step": 2840, "valid_targets_mean": 5966.8, "valid_targets_min": 2774 }, { "epoch": 4.544728434504792, "grad_norm": 0.4122344219843952, "learning_rate": 1.3228690092017452e-05, "loss": 0.2728, "loss_nan_ranks": 0, "loss_rank_avg": 0.2588158845901489, "step": 2845, "valid_targets_mean": 5963.2, "valid_targets_min": 2525 }, { "epoch": 4.552715654952077, "grad_norm": 0.4162989657258426, "learning_rate": 1.3153774225249705e-05, "loss": 0.2879, "loss_nan_ranks": 0, "loss_rank_avg": 0.30662378668785095, "step": 2850, "valid_targets_mean": 6070.2, "valid_targets_min": 2619 }, { "epoch": 4.560702875399361, "grad_norm": 0.4014435324404791, "learning_rate": 1.3078967010261243e-05, "loss": 0.2907, "loss_nan_ranks": 0, "loss_rank_avg": 0.3092246651649475, "step": 2855, "valid_targets_mean": 6231.2, "valid_targets_min": 961 }, { "epoch": 4.568690095846645, "grad_norm": 0.40532255667081835, "learning_rate": 1.3004269634266357e-05, "loss": 0.2813, "loss_nan_ranks": 0, "loss_rank_avg": 0.27692824602127075, "step": 2860, "valid_targets_mean": 5605.0, "valid_targets_min": 2121 }, { "epoch": 4.57667731629393, "grad_norm": 0.38599469872887887, "learning_rate": 1.2929683282736135e-05, "loss": 0.2607, "loss_nan_ranks": 0, "loss_rank_avg": 0.2656497359275818, "step": 2865, "valid_targets_mean": 6379.1, "valid_targets_min": 3304 }, { "epoch": 4.584664536741214, "grad_norm": 0.41171512306553953, "learning_rate": 1.285520913937969e-05, "loss": 0.2547, "loss_nan_ranks": 0, "loss_rank_avg": 0.24021103978157043, "step": 2870, "valid_targets_mean": 5186.9, "valid_targets_min": 889 }, { "epoch": 4.592651757188499, "grad_norm": 0.39926320317556246, "learning_rate": 1.2780848386125354e-05, "loss": 0.29, "loss_nan_ranks": 0, "loss_rank_avg": 0.265019953250885, "step": 2875, "valid_targets_mean": 5713.6, "valid_targets_min": 863 }, { "epoch": 4.600638977635783, "grad_norm": 0.38165899493837296, "learning_rate": 1.2706602203101913e-05, "loss": 0.265, "loss_nan_ranks": 0, "loss_rank_avg": 0.2591170072555542, "step": 2880, "valid_targets_mean": 5792.3, "valid_targets_min": 2570 }, { "epoch": 4.608626198083067, "grad_norm": 0.39333620978852973, "learning_rate": 1.2632471768619894e-05, "loss": 0.2656, "loss_nan_ranks": 0, "loss_rank_avg": 0.25593432784080505, "step": 2885, "valid_targets_mean": 5759.2, "valid_targets_min": 2492 }, { "epoch": 4.616613418530352, "grad_norm": 0.38583042244903354, "learning_rate": 1.255845825915286e-05, "loss": 0.2885, "loss_nan_ranks": 0, "loss_rank_avg": 0.27156567573547363, "step": 2890, "valid_targets_mean": 5962.1, "valid_targets_min": 2493 }, { "epoch": 4.624600638977636, "grad_norm": 0.39088557473221014, "learning_rate": 1.248456284931873e-05, "loss": 0.2788, "loss_nan_ranks": 0, "loss_rank_avg": 0.3066374361515045, "step": 2895, "valid_targets_mean": 6906.6, "valid_targets_min": 3025 }, { "epoch": 4.63258785942492, "grad_norm": 0.4083196304388837, "learning_rate": 1.241078671186115e-05, "loss": 0.2775, "loss_nan_ranks": 0, "loss_rank_avg": 0.27976199984550476, "step": 2900, "valid_targets_mean": 5486.9, "valid_targets_min": 2439 }, { "epoch": 4.640575079872205, "grad_norm": 0.4073650583555991, "learning_rate": 1.2337131017630873e-05, "loss": 0.2668, "loss_nan_ranks": 0, "loss_rank_avg": 0.3037996292114258, "step": 2905, "valid_targets_mean": 6225.2, "valid_targets_min": 2554 }, { "epoch": 4.6485623003194885, "grad_norm": 0.3872658386510121, "learning_rate": 1.2263596935567175e-05, "loss": 0.29, "loss_nan_ranks": 0, "loss_rank_avg": 0.27664124965667725, "step": 2910, "valid_targets_mean": 6432.6, "valid_targets_min": 2522 }, { "epoch": 4.656549520766773, "grad_norm": 0.4009065678417215, "learning_rate": 1.2190185632679316e-05, "loss": 0.2702, "loss_nan_ranks": 0, "loss_rank_avg": 0.26349592208862305, "step": 2915, "valid_targets_mean": 5652.6, "valid_targets_min": 623 }, { "epoch": 4.664536741214057, "grad_norm": 0.396845801704347, "learning_rate": 1.2116898274028008e-05, "loss": 0.2884, "loss_nan_ranks": 0, "loss_rank_avg": 0.2704426348209381, "step": 2920, "valid_targets_mean": 5868.4, "valid_targets_min": 2868 }, { "epoch": 4.672523961661342, "grad_norm": 0.3813900111199906, "learning_rate": 1.2043736022706934e-05, "loss": 0.2621, "loss_nan_ranks": 0, "loss_rank_avg": 0.26645517349243164, "step": 2925, "valid_targets_mean": 6337.1, "valid_targets_min": 723 }, { "epoch": 4.680511182108626, "grad_norm": 0.39393059528919255, "learning_rate": 1.1970700039824271e-05, "loss": 0.2583, "loss_nan_ranks": 0, "loss_rank_avg": 0.2667585611343384, "step": 2930, "valid_targets_mean": 6091.6, "valid_targets_min": 2818 }, { "epoch": 4.68849840255591, "grad_norm": 0.42478161670319114, "learning_rate": 1.1897791484484284e-05, "loss": 0.2755, "loss_nan_ranks": 0, "loss_rank_avg": 0.2721218764781952, "step": 2935, "valid_targets_mean": 5633.8, "valid_targets_min": 2868 }, { "epoch": 4.696485623003195, "grad_norm": 0.4190056099039446, "learning_rate": 1.182501151376893e-05, "loss": 0.2949, "loss_nan_ranks": 0, "loss_rank_avg": 0.3438076376914978, "step": 2940, "valid_targets_mean": 6943.8, "valid_targets_min": 2954 }, { "epoch": 4.704472843450479, "grad_norm": 0.41134082677798917, "learning_rate": 1.1752361282719472e-05, "loss": 0.2729, "loss_nan_ranks": 0, "loss_rank_avg": 0.32966452836990356, "step": 2945, "valid_targets_mean": 6345.1, "valid_targets_min": 2179 }, { "epoch": 4.712460063897764, "grad_norm": 0.4056966401894177, "learning_rate": 1.1679841944318171e-05, "loss": 0.3067, "loss_nan_ranks": 0, "loss_rank_avg": 0.29474887251853943, "step": 2950, "valid_targets_mean": 5847.2, "valid_targets_min": 2319 }, { "epoch": 4.720447284345048, "grad_norm": 0.3989401711763822, "learning_rate": 1.1607454649469991e-05, "loss": 0.2686, "loss_nan_ranks": 0, "loss_rank_avg": 0.30055108666419983, "step": 2955, "valid_targets_mean": 6679.1, "valid_targets_min": 2697 }, { "epoch": 4.728434504792332, "grad_norm": 0.7072946642972064, "learning_rate": 1.1535200546984291e-05, "loss": 0.2619, "loss_nan_ranks": 0, "loss_rank_avg": 0.2401805967092514, "step": 2960, "valid_targets_mean": 5509.9, "valid_targets_min": 2408 }, { "epoch": 4.736421725239617, "grad_norm": 0.41211337707644763, "learning_rate": 1.1463080783556663e-05, "loss": 0.2863, "loss_nan_ranks": 0, "loss_rank_avg": 0.25430363416671753, "step": 2965, "valid_targets_mean": 5854.0, "valid_targets_min": 665 }, { "epoch": 4.744408945686901, "grad_norm": 0.3962082557962024, "learning_rate": 1.139109650375066e-05, "loss": 0.2606, "loss_nan_ranks": 0, "loss_rank_avg": 0.2777406871318817, "step": 2970, "valid_targets_mean": 6056.5, "valid_targets_min": 2355 }, { "epoch": 4.752396166134186, "grad_norm": 0.3906084371922766, "learning_rate": 1.1319248849979705e-05, "loss": 0.2697, "loss_nan_ranks": 0, "loss_rank_avg": 0.24518491327762604, "step": 2975, "valid_targets_mean": 6053.1, "valid_targets_min": 2932 }, { "epoch": 4.76038338658147, "grad_norm": 0.3915629913152369, "learning_rate": 1.1247538962488882e-05, "loss": 0.2777, "loss_nan_ranks": 0, "loss_rank_avg": 0.2643856704235077, "step": 2980, "valid_targets_mean": 5882.1, "valid_targets_min": 808 }, { "epoch": 4.768370607028754, "grad_norm": 0.37476728452346414, "learning_rate": 1.1175967979336913e-05, "loss": 0.2756, "loss_nan_ranks": 0, "loss_rank_avg": 0.2582591474056244, "step": 2985, "valid_targets_mean": 5969.6, "valid_targets_min": 2098 }, { "epoch": 4.776357827476039, "grad_norm": 0.41123692648464333, "learning_rate": 1.1104537036378054e-05, "loss": 0.2802, "loss_nan_ranks": 0, "loss_rank_avg": 0.25756096839904785, "step": 2990, "valid_targets_mean": 5366.1, "valid_targets_min": 3005 }, { "epoch": 4.784345047923322, "grad_norm": 0.39968473555805045, "learning_rate": 1.1033247267244063e-05, "loss": 0.275, "loss_nan_ranks": 0, "loss_rank_avg": 0.2624298930168152, "step": 2995, "valid_targets_mean": 5830.2, "valid_targets_min": 2353 }, { "epoch": 4.792332268370607, "grad_norm": 0.40672603784124606, "learning_rate": 1.0962099803326257e-05, "loss": 0.2686, "loss_nan_ranks": 0, "loss_rank_avg": 0.2500597834587097, "step": 3000, "valid_targets_mean": 6001.9, "valid_targets_min": 3125 }, { "epoch": 4.800319488817891, "grad_norm": 0.40413233843367646, "learning_rate": 1.089109577375748e-05, "loss": 0.2739, "loss_nan_ranks": 0, "loss_rank_avg": 0.25579679012298584, "step": 3005, "valid_targets_mean": 5744.9, "valid_targets_min": 2369 }, { "epoch": 4.8083067092651754, "grad_norm": 0.3921130603196491, "learning_rate": 1.082023630539427e-05, "loss": 0.2847, "loss_nan_ranks": 0, "loss_rank_avg": 0.28473031520843506, "step": 3010, "valid_targets_mean": 6311.4, "valid_targets_min": 1836 }, { "epoch": 4.81629392971246, "grad_norm": 0.36503737491231003, "learning_rate": 1.07495225227989e-05, "loss": 0.2817, "loss_nan_ranks": 0, "loss_rank_avg": 0.2782742977142334, "step": 3015, "valid_targets_mean": 7165.0, "valid_targets_min": 2442 }, { "epoch": 4.824281150159744, "grad_norm": 0.3832633141885287, "learning_rate": 1.0678955548221595e-05, "loss": 0.2768, "loss_nan_ranks": 0, "loss_rank_avg": 0.2613392472267151, "step": 3020, "valid_targets_mean": 6698.9, "valid_targets_min": 2716 }, { "epoch": 4.832268370607029, "grad_norm": 0.43490464386224226, "learning_rate": 1.0608536501582654e-05, "loss": 0.2662, "loss_nan_ranks": 0, "loss_rank_avg": 0.2747645378112793, "step": 3025, "valid_targets_mean": 5440.4, "valid_targets_min": 2650 }, { "epoch": 4.840255591054313, "grad_norm": 0.4096138056908477, "learning_rate": 1.0538266500454739e-05, "loss": 0.2706, "loss_nan_ranks": 0, "loss_rank_avg": 0.2703027129173279, "step": 3030, "valid_targets_mean": 5908.4, "valid_targets_min": 2512 }, { "epoch": 4.848242811501597, "grad_norm": 0.3865314876439589, "learning_rate": 1.0468146660045118e-05, "loss": 0.2589, "loss_nan_ranks": 0, "loss_rank_avg": 0.2619239091873169, "step": 3035, "valid_targets_mean": 6681.9, "valid_targets_min": 2521 }, { "epoch": 4.856230031948882, "grad_norm": 0.4014164554757156, "learning_rate": 1.0398178093177928e-05, "loss": 0.2436, "loss_nan_ranks": 0, "loss_rank_avg": 0.2636415958404541, "step": 3040, "valid_targets_mean": 5910.8, "valid_targets_min": 2823 }, { "epoch": 4.864217252396166, "grad_norm": 0.41346445358468975, "learning_rate": 1.0328361910276592e-05, "loss": 0.2901, "loss_nan_ranks": 0, "loss_rank_avg": 0.3118521571159363, "step": 3045, "valid_targets_mean": 6069.5, "valid_targets_min": 864 }, { "epoch": 4.872204472843451, "grad_norm": 0.4145719084507319, "learning_rate": 1.0258699219346091e-05, "loss": 0.2559, "loss_nan_ranks": 0, "loss_rank_avg": 0.250371515750885, "step": 3050, "valid_targets_mean": 5769.2, "valid_targets_min": 3176 }, { "epoch": 4.880191693290735, "grad_norm": 0.39688422964095726, "learning_rate": 1.0189191125955503e-05, "loss": 0.2507, "loss_nan_ranks": 0, "loss_rank_avg": 0.27627962827682495, "step": 3055, "valid_targets_mean": 5919.9, "valid_targets_min": 3616 }, { "epoch": 4.888178913738019, "grad_norm": 0.4718062560973942, "learning_rate": 1.0119838733220342e-05, "loss": 0.2814, "loss_nan_ranks": 0, "loss_rank_avg": 0.30140748620033264, "step": 3060, "valid_targets_mean": 5039.1, "valid_targets_min": 2010 }, { "epoch": 4.896166134185304, "grad_norm": 0.402246162085842, "learning_rate": 1.0050643141785148e-05, "loss": 0.2873, "loss_nan_ranks": 0, "loss_rank_avg": 0.2798316776752472, "step": 3065, "valid_targets_mean": 6281.8, "valid_targets_min": 1618 }, { "epoch": 4.904153354632588, "grad_norm": 0.3822320161668385, "learning_rate": 9.981605449805933e-06, "loss": 0.2726, "loss_nan_ranks": 0, "loss_rank_avg": 0.28229570388793945, "step": 3070, "valid_targets_mean": 6582.2, "valid_targets_min": 2667 }, { "epoch": 4.912140575079873, "grad_norm": 0.42983190412817457, "learning_rate": 9.912726752932823e-06, "loss": 0.291, "loss_nan_ranks": 0, "loss_rank_avg": 0.3040129840373993, "step": 3075, "valid_targets_mean": 6080.6, "valid_targets_min": 2682 }, { "epoch": 4.920127795527156, "grad_norm": 0.4177548860188241, "learning_rate": 9.844008144292643e-06, "loss": 0.2704, "loss_nan_ranks": 0, "loss_rank_avg": 0.2931748032569885, "step": 3080, "valid_targets_mean": 5857.6, "valid_targets_min": 2919 }, { "epoch": 4.928115015974441, "grad_norm": 0.4290855665464435, "learning_rate": 9.775450714471537e-06, "loss": 0.272, "loss_nan_ranks": 0, "loss_rank_avg": 0.2496170699596405, "step": 3085, "valid_targets_mean": 5240.9, "valid_targets_min": 2756 }, { "epoch": 4.936102236421725, "grad_norm": 0.8863118534559026, "learning_rate": 9.707055551497734e-06, "loss": 0.2791, "loss_nan_ranks": 0, "loss_rank_avg": 0.3124041259288788, "step": 3090, "valid_targets_mean": 6965.9, "valid_targets_min": 2968 }, { "epoch": 4.944089456869009, "grad_norm": 0.3912009602868405, "learning_rate": 9.638823740824177e-06, "loss": 0.2782, "loss_nan_ranks": 0, "loss_rank_avg": 0.27026793360710144, "step": 3095, "valid_targets_mean": 5969.6, "valid_targets_min": 2602 }, { "epoch": 4.952076677316294, "grad_norm": 0.39127362584582165, "learning_rate": 9.570756365311418e-06, "loss": 0.2837, "loss_nan_ranks": 0, "loss_rank_avg": 0.30117690563201904, "step": 3100, "valid_targets_mean": 6593.9, "valid_targets_min": 3020 }, { "epoch": 4.960063897763578, "grad_norm": 0.37385552091108576, "learning_rate": 9.502854505210326e-06, "loss": 0.2689, "loss_nan_ranks": 0, "loss_rank_avg": 0.2801275849342346, "step": 3105, "valid_targets_mean": 6445.2, "valid_targets_min": 2751 }, { "epoch": 4.968051118210862, "grad_norm": 0.4239526444198297, "learning_rate": 9.435119238145018e-06, "loss": 0.2557, "loss_nan_ranks": 0, "loss_rank_avg": 0.30280107259750366, "step": 3110, "valid_targets_mean": 5772.2, "valid_targets_min": 2067 }, { "epoch": 4.976038338658147, "grad_norm": 0.4076703740667104, "learning_rate": 9.367551639095704e-06, "loss": 0.2737, "loss_nan_ranks": 0, "loss_rank_avg": 0.2898576855659485, "step": 3115, "valid_targets_mean": 6491.9, "valid_targets_min": 2165 }, { "epoch": 4.984025559105431, "grad_norm": 0.4149968613729256, "learning_rate": 9.300152780381664e-06, "loss": 0.2771, "loss_nan_ranks": 0, "loss_rank_avg": 0.30020564794540405, "step": 3120, "valid_targets_mean": 6070.2, "valid_targets_min": 2849 }, { "epoch": 4.992012779552716, "grad_norm": 0.3952670169134852, "learning_rate": 9.232923731644216e-06, "loss": 0.2698, "loss_nan_ranks": 0, "loss_rank_avg": 0.2594717741012573, "step": 3125, "valid_targets_mean": 6255.2, "valid_targets_min": 2401 }, { "epoch": 5.0, "grad_norm": 0.3795767439064435, "learning_rate": 9.16586555982972e-06, "loss": 0.2827, "loss_nan_ranks": 0, "loss_rank_avg": 0.3044956922531128, "step": 3130, "valid_targets_mean": 6953.6, "valid_targets_min": 3270 }, { "epoch": 5.007987220447284, "grad_norm": 0.37855586072860214, "learning_rate": 9.098979329172702e-06, "loss": 0.2696, "loss_nan_ranks": 0, "loss_rank_avg": 0.25174397230148315, "step": 3135, "valid_targets_mean": 5779.1, "valid_targets_min": 1923 }, { "epoch": 5.015974440894569, "grad_norm": 0.41253031288002934, "learning_rate": 9.032266101178872e-06, "loss": 0.2413, "loss_nan_ranks": 0, "loss_rank_avg": 0.22522510588169098, "step": 3140, "valid_targets_mean": 5078.2, "valid_targets_min": 2251 }, { "epoch": 5.023961661341853, "grad_norm": 0.4073917604822317, "learning_rate": 8.965726934608392e-06, "loss": 0.2751, "loss_nan_ranks": 0, "loss_rank_avg": 0.27434486150741577, "step": 3145, "valid_targets_mean": 6213.6, "valid_targets_min": 654 }, { "epoch": 5.031948881789138, "grad_norm": 0.42063342826897976, "learning_rate": 8.899362885458964e-06, "loss": 0.2855, "loss_nan_ranks": 0, "loss_rank_avg": 0.3078088164329529, "step": 3150, "valid_targets_mean": 6110.6, "valid_targets_min": 2389 }, { "epoch": 5.039936102236422, "grad_norm": 0.4241712530830461, "learning_rate": 8.833175006949165e-06, "loss": 0.2759, "loss_nan_ranks": 0, "loss_rank_avg": 0.29483354091644287, "step": 3155, "valid_targets_mean": 6049.3, "valid_targets_min": 1979 }, { "epoch": 5.047923322683706, "grad_norm": 0.41704528400266916, "learning_rate": 8.767164349501648e-06, "loss": 0.2624, "loss_nan_ranks": 0, "loss_rank_avg": 0.25017309188842773, "step": 3160, "valid_targets_mean": 6135.2, "valid_targets_min": 2789 }, { "epoch": 5.055910543130991, "grad_norm": 0.4244743848270066, "learning_rate": 8.70133196072654e-06, "loss": 0.2641, "loss_nan_ranks": 0, "loss_rank_avg": 0.266876757144928, "step": 3165, "valid_targets_mean": 5422.1, "valid_targets_min": 2036 }, { "epoch": 5.063897763578275, "grad_norm": 0.38689486271620444, "learning_rate": 8.63567888540478e-06, "loss": 0.2714, "loss_nan_ranks": 0, "loss_rank_avg": 0.2700386047363281, "step": 3170, "valid_targets_mean": 6671.2, "valid_targets_min": 2874 }, { "epoch": 5.0718849840255595, "grad_norm": 0.41674426334241815, "learning_rate": 8.570206165471535e-06, "loss": 0.2877, "loss_nan_ranks": 0, "loss_rank_avg": 0.27029523253440857, "step": 3175, "valid_targets_mean": 5963.7, "valid_targets_min": 706 }, { "epoch": 5.079872204472843, "grad_norm": 0.37992809719699144, "learning_rate": 8.504914839999691e-06, "loss": 0.2628, "loss_nan_ranks": 0, "loss_rank_avg": 0.26301029324531555, "step": 3180, "valid_targets_mean": 6505.4, "valid_targets_min": 2242 }, { "epoch": 5.087859424920127, "grad_norm": 0.37537580056476105, "learning_rate": 8.439805945183333e-06, "loss": 0.277, "loss_nan_ranks": 0, "loss_rank_avg": 0.26608848571777344, "step": 3185, "valid_targets_mean": 6537.8, "valid_targets_min": 2068 }, { "epoch": 5.095846645367412, "grad_norm": 0.38900240852049334, "learning_rate": 8.374880514321318e-06, "loss": 0.2675, "loss_nan_ranks": 0, "loss_rank_avg": 0.25961828231811523, "step": 3190, "valid_targets_mean": 6352.6, "valid_targets_min": 2568 }, { "epoch": 5.103833865814696, "grad_norm": 0.39522074438243243, "learning_rate": 8.310139577800864e-06, "loss": 0.2735, "loss_nan_ranks": 0, "loss_rank_avg": 0.2567019462585449, "step": 3195, "valid_targets_mean": 6079.7, "valid_targets_min": 3813 }, { "epoch": 5.111821086261981, "grad_norm": 0.4415565404330811, "learning_rate": 8.245584163081228e-06, "loss": 0.2759, "loss_nan_ranks": 0, "loss_rank_avg": 0.2831454575061798, "step": 3200, "valid_targets_mean": 6036.4, "valid_targets_min": 2460 }, { "epoch": 5.119808306709265, "grad_norm": 0.4074884074177118, "learning_rate": 8.18121529467735e-06, "loss": 0.257, "loss_nan_ranks": 0, "loss_rank_avg": 0.24731406569480896, "step": 3205, "valid_targets_mean": 5382.1, "valid_targets_min": 2386 }, { "epoch": 5.127795527156549, "grad_norm": 0.43875395540030476, "learning_rate": 8.117033994143635e-06, "loss": 0.2859, "loss_nan_ranks": 0, "loss_rank_avg": 0.2998838722705841, "step": 3210, "valid_targets_mean": 5511.3, "valid_targets_min": 810 }, { "epoch": 5.135782747603834, "grad_norm": 0.40671735232126843, "learning_rate": 8.053041280057733e-06, "loss": 0.256, "loss_nan_ranks": 0, "loss_rank_avg": 0.24320551753044128, "step": 3215, "valid_targets_mean": 5451.4, "valid_targets_min": 834 }, { "epoch": 5.143769968051118, "grad_norm": 0.403021328640831, "learning_rate": 7.989238168004347e-06, "loss": 0.2635, "loss_nan_ranks": 0, "loss_rank_avg": 0.2588720917701721, "step": 3220, "valid_targets_mean": 6049.2, "valid_targets_min": 2745 }, { "epoch": 5.151757188498403, "grad_norm": 0.4049253690849904, "learning_rate": 7.925625670559158e-06, "loss": 0.2706, "loss_nan_ranks": 0, "loss_rank_avg": 0.269950807094574, "step": 3225, "valid_targets_mean": 6281.1, "valid_targets_min": 2666 }, { "epoch": 5.159744408945687, "grad_norm": 0.40905288117332234, "learning_rate": 7.862204797272716e-06, "loss": 0.2788, "loss_nan_ranks": 0, "loss_rank_avg": 0.31759244203567505, "step": 3230, "valid_targets_mean": 6549.2, "valid_targets_min": 3081 }, { "epoch": 5.167731629392971, "grad_norm": 0.4382554965693554, "learning_rate": 7.798976554654438e-06, "loss": 0.2757, "loss_nan_ranks": 0, "loss_rank_avg": 0.25907617807388306, "step": 3235, "valid_targets_mean": 4957.9, "valid_targets_min": 897 }, { "epoch": 5.175718849840256, "grad_norm": 0.42627441723420223, "learning_rate": 7.73594194615663e-06, "loss": 0.2593, "loss_nan_ranks": 0, "loss_rank_avg": 0.2848866283893585, "step": 3240, "valid_targets_mean": 5505.1, "valid_targets_min": 3428 }, { "epoch": 5.18370607028754, "grad_norm": 0.4194849196058544, "learning_rate": 7.673101972158572e-06, "loss": 0.2554, "loss_nan_ranks": 0, "loss_rank_avg": 0.24621835350990295, "step": 3245, "valid_targets_mean": 5243.2, "valid_targets_min": 1998 }, { "epoch": 5.1916932907348246, "grad_norm": 0.3670903406950453, "learning_rate": 7.610457629950621e-06, "loss": 0.2569, "loss_nan_ranks": 0, "loss_rank_avg": 0.27662086486816406, "step": 3250, "valid_targets_mean": 7332.8, "valid_targets_min": 2188 }, { "epoch": 5.199680511182109, "grad_norm": 0.43543591727939973, "learning_rate": 7.548009913718402e-06, "loss": 0.2702, "loss_nan_ranks": 0, "loss_rank_avg": 0.21813823282718658, "step": 3255, "valid_targets_mean": 4860.3, "valid_targets_min": 612 }, { "epoch": 5.207667731629393, "grad_norm": 0.41673312799313406, "learning_rate": 7.485759814527034e-06, "loss": 0.2813, "loss_nan_ranks": 0, "loss_rank_avg": 0.251434862613678, "step": 3260, "valid_targets_mean": 5452.9, "valid_targets_min": 2490 }, { "epoch": 5.215654952076678, "grad_norm": 0.3861351427182616, "learning_rate": 7.423708320305361e-06, "loss": 0.2813, "loss_nan_ranks": 0, "loss_rank_avg": 0.26638728380203247, "step": 3265, "valid_targets_mean": 6605.4, "valid_targets_min": 2430 }, { "epoch": 5.223642172523961, "grad_norm": 0.39870413308501174, "learning_rate": 7.361856415830335e-06, "loss": 0.2769, "loss_nan_ranks": 0, "loss_rank_avg": 0.30399465560913086, "step": 3270, "valid_targets_mean": 7056.1, "valid_targets_min": 712 }, { "epoch": 5.231629392971246, "grad_norm": 0.3766841365535545, "learning_rate": 7.300205082711336e-06, "loss": 0.2833, "loss_nan_ranks": 0, "loss_rank_avg": 0.33117106556892395, "step": 3275, "valid_targets_mean": 8182.8, "valid_targets_min": 4238 }, { "epoch": 5.23961661341853, "grad_norm": 0.41449496272925274, "learning_rate": 7.2387552993746204e-06, "loss": 0.2763, "loss_nan_ranks": 0, "loss_rank_avg": 0.29419130086898804, "step": 3280, "valid_targets_mean": 6567.6, "valid_targets_min": 864 }, { "epoch": 5.247603833865814, "grad_norm": 0.4086294372206149, "learning_rate": 7.177508041047769e-06, "loss": 0.277, "loss_nan_ranks": 0, "loss_rank_avg": 0.2674436569213867, "step": 3285, "valid_targets_mean": 5939.1, "valid_targets_min": 1410 }, { "epoch": 5.255591054313099, "grad_norm": 0.40996425388769214, "learning_rate": 7.116464279744262e-06, "loss": 0.2643, "loss_nan_ranks": 0, "loss_rank_avg": 0.26989826560020447, "step": 3290, "valid_targets_mean": 5547.9, "valid_targets_min": 888 }, { "epoch": 5.263578274760383, "grad_norm": 0.440326183564263, "learning_rate": 7.055624984247977e-06, "loss": 0.2786, "loss_nan_ranks": 0, "loss_rank_avg": 0.28565216064453125, "step": 3295, "valid_targets_mean": 5991.4, "valid_targets_min": 559 }, { "epoch": 5.271565495207668, "grad_norm": 0.4063890775733396, "learning_rate": 6.9949911200978805e-06, "loss": 0.2715, "loss_nan_ranks": 0, "loss_rank_avg": 0.26227593421936035, "step": 3300, "valid_targets_mean": 5691.9, "valid_targets_min": 3232 }, { "epoch": 5.279552715654952, "grad_norm": 0.405481768918501, "learning_rate": 6.934563649572678e-06, "loss": 0.2608, "loss_nan_ranks": 0, "loss_rank_avg": 0.28821951150894165, "step": 3305, "valid_targets_mean": 6222.0, "valid_targets_min": 2290 }, { "epoch": 5.287539936102236, "grad_norm": 0.4239074476651318, "learning_rate": 6.874343531675521e-06, "loss": 0.2815, "loss_nan_ranks": 0, "loss_rank_avg": 0.296866238117218, "step": 3310, "valid_targets_mean": 6222.3, "valid_targets_min": 2649 }, { "epoch": 5.295527156549521, "grad_norm": 0.40738621182481205, "learning_rate": 6.814331722118837e-06, "loss": 0.2723, "loss_nan_ranks": 0, "loss_rank_avg": 0.2828754782676697, "step": 3315, "valid_targets_mean": 6422.0, "valid_targets_min": 3552 }, { "epoch": 5.303514376996805, "grad_norm": 0.41930033097718117, "learning_rate": 6.754529173309112e-06, "loss": 0.27, "loss_nan_ranks": 0, "loss_rank_avg": 0.25146254897117615, "step": 3320, "valid_targets_mean": 5031.1, "valid_targets_min": 876 }, { "epoch": 5.31150159744409, "grad_norm": 0.40050805330795236, "learning_rate": 6.694936834331809e-06, "loss": 0.278, "loss_nan_ranks": 0, "loss_rank_avg": 0.2962872385978699, "step": 3325, "valid_targets_mean": 6703.7, "valid_targets_min": 2667 }, { "epoch": 5.319488817891374, "grad_norm": 0.40757274673979366, "learning_rate": 6.635555650936278e-06, "loss": 0.2559, "loss_nan_ranks": 0, "loss_rank_avg": 0.25634026527404785, "step": 3330, "valid_targets_mean": 6424.2, "valid_targets_min": 2907 }, { "epoch": 5.327476038338658, "grad_norm": 0.41459583057249944, "learning_rate": 6.576386565520794e-06, "loss": 0.2715, "loss_nan_ranks": 0, "loss_rank_avg": 0.27021244168281555, "step": 3335, "valid_targets_mean": 6251.3, "valid_targets_min": 2611 }, { "epoch": 5.335463258785943, "grad_norm": 0.42845334639523325, "learning_rate": 6.5174305171175336e-06, "loss": 0.265, "loss_nan_ranks": 0, "loss_rank_avg": 0.26541537046432495, "step": 3340, "valid_targets_mean": 5584.6, "valid_targets_min": 1372 }, { "epoch": 5.343450479233227, "grad_norm": 0.4330904919198064, "learning_rate": 6.458688441377734e-06, "loss": 0.2863, "loss_nan_ranks": 0, "loss_rank_avg": 0.2650597095489502, "step": 3345, "valid_targets_mean": 5421.7, "valid_targets_min": 2309 }, { "epoch": 5.3514376996805115, "grad_norm": 0.4023604168120322, "learning_rate": 6.400161270556817e-06, "loss": 0.2789, "loss_nan_ranks": 0, "loss_rank_avg": 0.27077850699424744, "step": 3350, "valid_targets_mean": 5968.1, "valid_targets_min": 3619 }, { "epoch": 5.359424920127796, "grad_norm": 0.41594972924632195, "learning_rate": 6.341849933499573e-06, "loss": 0.2747, "loss_nan_ranks": 0, "loss_rank_avg": 0.2645888924598694, "step": 3355, "valid_targets_mean": 5354.4, "valid_targets_min": 2518 }, { "epoch": 5.36741214057508, "grad_norm": 0.4158229352039209, "learning_rate": 6.283755355625472e-06, "loss": 0.2762, "loss_nan_ranks": 0, "loss_rank_avg": 0.29557183384895325, "step": 3360, "valid_targets_mean": 6036.9, "valid_targets_min": 612 }, { "epoch": 5.375399361022364, "grad_norm": 0.4033668357397428, "learning_rate": 6.225878458913917e-06, "loss": 0.2817, "loss_nan_ranks": 0, "loss_rank_avg": 0.2787281274795532, "step": 3365, "valid_targets_mean": 6356.4, "valid_targets_min": 2991 }, { "epoch": 5.383386581469648, "grad_norm": 0.3708761235200844, "learning_rate": 6.168220161889678e-06, "loss": 0.2525, "loss_nan_ranks": 0, "loss_rank_avg": 0.2597508430480957, "step": 3370, "valid_targets_mean": 6750.4, "valid_targets_min": 3810 }, { "epoch": 5.391373801916933, "grad_norm": 0.3926327188011646, "learning_rate": 6.110781379608226e-06, "loss": 0.2606, "loss_nan_ranks": 0, "loss_rank_avg": 0.30121123790740967, "step": 3375, "valid_targets_mean": 7324.6, "valid_targets_min": 2986 }, { "epoch": 5.399361022364217, "grad_norm": 0.4120172449770398, "learning_rate": 6.053563023641318e-06, "loss": 0.2484, "loss_nan_ranks": 0, "loss_rank_avg": 0.20111224055290222, "step": 3380, "valid_targets_mean": 5221.2, "valid_targets_min": 774 }, { "epoch": 5.407348242811501, "grad_norm": 0.42388002723382, "learning_rate": 5.996566002062439e-06, "loss": 0.2808, "loss_nan_ranks": 0, "loss_rank_avg": 0.3406032919883728, "step": 3385, "valid_targets_mean": 7409.2, "valid_targets_min": 2649 }, { "epoch": 5.415335463258786, "grad_norm": 0.387704334465912, "learning_rate": 5.939791219432442e-06, "loss": 0.2609, "loss_nan_ranks": 0, "loss_rank_avg": 0.23108546435832977, "step": 3390, "valid_targets_mean": 5793.6, "valid_targets_min": 3281 }, { "epoch": 5.42332268370607, "grad_norm": 0.42616198263495114, "learning_rate": 5.8832395767851846e-06, "loss": 0.2593, "loss_nan_ranks": 0, "loss_rank_avg": 0.2731560468673706, "step": 3395, "valid_targets_mean": 5060.1, "valid_targets_min": 2181 }, { "epoch": 5.431309904153355, "grad_norm": 0.5142404072671888, "learning_rate": 5.826911971613198e-06, "loss": 0.2586, "loss_nan_ranks": 0, "loss_rank_avg": 0.24271123111248016, "step": 3400, "valid_targets_mean": 6266.3, "valid_targets_min": 2733 }, { "epoch": 5.439297124600639, "grad_norm": 0.40530464013425294, "learning_rate": 5.770809297853495e-06, "loss": 0.2811, "loss_nan_ranks": 0, "loss_rank_avg": 0.27602797746658325, "step": 3405, "valid_targets_mean": 6693.9, "valid_targets_min": 3209 }, { "epoch": 5.447284345047923, "grad_norm": 0.401008415625418, "learning_rate": 5.714932445873325e-06, "loss": 0.2639, "loss_nan_ranks": 0, "loss_rank_avg": 0.2681991755962372, "step": 3410, "valid_targets_mean": 5763.9, "valid_targets_min": 3035 }, { "epoch": 5.455271565495208, "grad_norm": 0.38838536917803695, "learning_rate": 5.659282302456115e-06, "loss": 0.2684, "loss_nan_ranks": 0, "loss_rank_avg": 0.2287471443414688, "step": 3415, "valid_targets_mean": 5909.8, "valid_targets_min": 2017 }, { "epoch": 5.463258785942492, "grad_norm": 0.4152732525215406, "learning_rate": 5.603859750787302e-06, "loss": 0.2627, "loss_nan_ranks": 0, "loss_rank_avg": 0.2477230578660965, "step": 3420, "valid_targets_mean": 5648.4, "valid_targets_min": 2150 }, { "epoch": 5.4712460063897765, "grad_norm": 0.3752950310689603, "learning_rate": 5.548665670440418e-06, "loss": 0.2816, "loss_nan_ranks": 0, "loss_rank_avg": 0.2774547040462494, "step": 3425, "valid_targets_mean": 6946.4, "valid_targets_min": 815 }, { "epoch": 5.479233226837061, "grad_norm": 0.4541071980541953, "learning_rate": 5.4937009373630535e-06, "loss": 0.2726, "loss_nan_ranks": 0, "loss_rank_avg": 0.2792585492134094, "step": 3430, "valid_targets_mean": 6652.8, "valid_targets_min": 2717 }, { "epoch": 5.487220447284345, "grad_norm": 0.40156002324892504, "learning_rate": 5.438966423862997e-06, "loss": 0.277, "loss_nan_ranks": 0, "loss_rank_avg": 0.2652904987335205, "step": 3435, "valid_targets_mean": 6201.8, "valid_targets_min": 3902 }, { "epoch": 5.49520766773163, "grad_norm": 0.648954919675528, "learning_rate": 5.384462998594384e-06, "loss": 0.279, "loss_nan_ranks": 0, "loss_rank_avg": 0.2893713116645813, "step": 3440, "valid_targets_mean": 6348.4, "valid_targets_min": 585 }, { "epoch": 5.503194888178914, "grad_norm": 0.3897876669054615, "learning_rate": 5.330191526543884e-06, "loss": 0.2643, "loss_nan_ranks": 0, "loss_rank_avg": 0.23646822571754456, "step": 3445, "valid_targets_mean": 5237.7, "valid_targets_min": 2488 }, { "epoch": 5.511182108626198, "grad_norm": 0.37347776243725006, "learning_rate": 5.276152869017028e-06, "loss": 0.2713, "loss_nan_ranks": 0, "loss_rank_avg": 0.27135783433914185, "step": 3450, "valid_targets_mean": 6863.1, "valid_targets_min": 3669 }, { "epoch": 5.519169329073483, "grad_norm": 0.5171980367484461, "learning_rate": 5.22234788362447e-06, "loss": 0.261, "loss_nan_ranks": 0, "loss_rank_avg": 0.2549384832382202, "step": 3455, "valid_targets_mean": 5262.7, "valid_targets_min": 995 }, { "epoch": 5.527156549520766, "grad_norm": 0.38848096026401324, "learning_rate": 5.168777424268454e-06, "loss": 0.2634, "loss_nan_ranks": 0, "loss_rank_avg": 0.2879067659378052, "step": 3460, "valid_targets_mean": 6928.7, "valid_targets_min": 3091 }, { "epoch": 5.535143769968051, "grad_norm": 0.39172238709172325, "learning_rate": 5.115442341129171e-06, "loss": 0.2525, "loss_nan_ranks": 0, "loss_rank_avg": 0.24223783612251282, "step": 3465, "valid_targets_mean": 6096.4, "valid_targets_min": 3169 }, { "epoch": 5.543130990415335, "grad_norm": 0.38074183780196175, "learning_rate": 5.062343480651364e-06, "loss": 0.2742, "loss_nan_ranks": 0, "loss_rank_avg": 0.27156221866607666, "step": 3470, "valid_targets_mean": 6334.4, "valid_targets_min": 2319 }, { "epoch": 5.55111821086262, "grad_norm": 0.41297146376784594, "learning_rate": 5.009481685530817e-06, "loss": 0.2755, "loss_nan_ranks": 0, "loss_rank_avg": 0.284872829914093, "step": 3475, "valid_targets_mean": 6020.4, "valid_targets_min": 2179 }, { "epoch": 5.559105431309904, "grad_norm": 0.3934923387326401, "learning_rate": 4.956857794701026e-06, "loss": 0.2642, "loss_nan_ranks": 0, "loss_rank_avg": 0.2739129066467285, "step": 3480, "valid_targets_mean": 6693.8, "valid_targets_min": 2268 }, { "epoch": 5.567092651757188, "grad_norm": 0.38310351759296046, "learning_rate": 4.904472643319873e-06, "loss": 0.2764, "loss_nan_ranks": 0, "loss_rank_avg": 0.2645479738712311, "step": 3485, "valid_targets_mean": 6612.6, "valid_targets_min": 768 }, { "epoch": 5.575079872204473, "grad_norm": 0.3876539214594446, "learning_rate": 4.852327062756352e-06, "loss": 0.2701, "loss_nan_ranks": 0, "loss_rank_avg": 0.27958667278289795, "step": 3490, "valid_targets_mean": 6435.6, "valid_targets_min": 2510 }, { "epoch": 5.583067092651757, "grad_norm": 0.4097876889940266, "learning_rate": 4.800421880577411e-06, "loss": 0.27, "loss_nan_ranks": 0, "loss_rank_avg": 0.24855288863182068, "step": 3495, "valid_targets_mean": 6263.6, "valid_targets_min": 3591 }, { "epoch": 5.5910543130990416, "grad_norm": 0.3864010358073123, "learning_rate": 4.748757920534779e-06, "loss": 0.2575, "loss_nan_ranks": 0, "loss_rank_avg": 0.24530455470085144, "step": 3500, "valid_targets_mean": 6208.0, "valid_targets_min": 2603 }, { "epoch": 5.599041533546326, "grad_norm": 0.40655201847325134, "learning_rate": 4.697336002551947e-06, "loss": 0.2659, "loss_nan_ranks": 0, "loss_rank_avg": 0.2666792869567871, "step": 3505, "valid_targets_mean": 5832.1, "valid_targets_min": 3437 }, { "epoch": 5.60702875399361, "grad_norm": 0.40435890744575836, "learning_rate": 4.6461569427110684e-06, "loss": 0.2763, "loss_nan_ranks": 0, "loss_rank_avg": 0.29509562253952026, "step": 3510, "valid_targets_mean": 6046.1, "valid_targets_min": 2725 }, { "epoch": 5.615015974440895, "grad_norm": 0.4183587223374008, "learning_rate": 4.5952215532401146e-06, "loss": 0.2461, "loss_nan_ranks": 0, "loss_rank_avg": 0.24413025379180908, "step": 3515, "valid_targets_mean": 5483.4, "valid_targets_min": 3196 }, { "epoch": 5.623003194888179, "grad_norm": 0.4154547399295291, "learning_rate": 4.544530642499894e-06, "loss": 0.2679, "loss_nan_ranks": 0, "loss_rank_avg": 0.2898193895816803, "step": 3520, "valid_targets_mean": 6051.2, "valid_targets_min": 2925 }, { "epoch": 5.6309904153354635, "grad_norm": 0.42403141467359734, "learning_rate": 4.4940850149712765e-06, "loss": 0.2509, "loss_nan_ranks": 0, "loss_rank_avg": 0.25216978788375854, "step": 3525, "valid_targets_mean": 5015.3, "valid_targets_min": 706 }, { "epoch": 5.638977635782748, "grad_norm": 0.41034855152724853, "learning_rate": 4.443885471242418e-06, "loss": 0.2738, "loss_nan_ranks": 0, "loss_rank_avg": 0.26855704188346863, "step": 3530, "valid_targets_mean": 6189.1, "valid_targets_min": 2442 }, { "epoch": 5.646964856230032, "grad_norm": 0.3936414247032374, "learning_rate": 4.393932807996017e-06, "loss": 0.2465, "loss_nan_ranks": 0, "loss_rank_avg": 0.25683677196502686, "step": 3535, "valid_targets_mean": 6258.0, "valid_targets_min": 2661 }, { "epoch": 5.654952076677317, "grad_norm": 0.4001042562019606, "learning_rate": 4.344227817996735e-06, "loss": 0.2583, "loss_nan_ranks": 0, "loss_rank_avg": 0.2364477813243866, "step": 3540, "valid_targets_mean": 5464.9, "valid_targets_min": 3055 }, { "epoch": 5.6629392971246, "grad_norm": 0.3826420693221661, "learning_rate": 4.294771290078548e-06, "loss": 0.2467, "loss_nan_ranks": 0, "loss_rank_avg": 0.27298253774642944, "step": 3545, "valid_targets_mean": 6495.2, "valid_targets_min": 2756 }, { "epoch": 5.6709265175718855, "grad_norm": 0.37839555654351587, "learning_rate": 4.245564009132293e-06, "loss": 0.2876, "loss_nan_ranks": 0, "loss_rank_avg": 0.27785027027130127, "step": 3550, "valid_targets_mean": 6781.5, "valid_targets_min": 678 }, { "epoch": 5.678913738019169, "grad_norm": 0.40034452570425777, "learning_rate": 4.196606756093138e-06, "loss": 0.2503, "loss_nan_ranks": 0, "loss_rank_avg": 0.26036790013313293, "step": 3555, "valid_targets_mean": 6464.2, "valid_targets_min": 3082 }, { "epoch": 5.686900958466453, "grad_norm": 0.4127138508381542, "learning_rate": 4.147900307928268e-06, "loss": 0.2674, "loss_nan_ranks": 0, "loss_rank_avg": 0.27701306343078613, "step": 3560, "valid_targets_mean": 5604.1, "valid_targets_min": 572 }, { "epoch": 5.694888178913738, "grad_norm": 0.3895941920307152, "learning_rate": 4.099445437624487e-06, "loss": 0.2801, "loss_nan_ranks": 0, "loss_rank_avg": 0.2567237913608551, "step": 3565, "valid_targets_mean": 6499.4, "valid_targets_min": 2760 }, { "epoch": 5.702875399361022, "grad_norm": 0.4026846040934063, "learning_rate": 4.051242914175995e-06, "loss": 0.2877, "loss_nan_ranks": 0, "loss_rank_avg": 0.2394181340932846, "step": 3570, "valid_targets_mean": 5061.2, "valid_targets_min": 2121 }, { "epoch": 5.710862619808307, "grad_norm": 0.41150417005633266, "learning_rate": 4.003293502572163e-06, "loss": 0.2594, "loss_nan_ranks": 0, "loss_rank_avg": 0.2529963552951813, "step": 3575, "valid_targets_mean": 5579.4, "valid_targets_min": 2877 }, { "epoch": 5.718849840255591, "grad_norm": 0.4274042197989922, "learning_rate": 3.955597963785391e-06, "loss": 0.2587, "loss_nan_ranks": 0, "loss_rank_avg": 0.2583443224430084, "step": 3580, "valid_targets_mean": 5731.5, "valid_targets_min": 2010 }, { "epoch": 5.726837060702875, "grad_norm": 0.4471777655641501, "learning_rate": 3.908157054759048e-06, "loss": 0.2962, "loss_nan_ranks": 0, "loss_rank_avg": 0.3019868731498718, "step": 3585, "valid_targets_mean": 5724.8, "valid_targets_min": 2716 }, { "epoch": 5.73482428115016, "grad_norm": 0.41964363853508374, "learning_rate": 3.860971528395427e-06, "loss": 0.2752, "loss_nan_ranks": 0, "loss_rank_avg": 0.2542869746685028, "step": 3590, "valid_targets_mean": 4950.4, "valid_targets_min": 706 }, { "epoch": 5.742811501597444, "grad_norm": 0.4098343540525919, "learning_rate": 3.814042133543847e-06, "loss": 0.2532, "loss_nan_ranks": 0, "loss_rank_avg": 0.25015988945961, "step": 3595, "valid_targets_mean": 6112.3, "valid_targets_min": 2741 }, { "epoch": 5.7507987220447285, "grad_norm": 0.38532448037141603, "learning_rate": 3.7673696149887117e-06, "loss": 0.2771, "loss_nan_ranks": 0, "loss_rank_avg": 0.25711530447006226, "step": 3600, "valid_targets_mean": 6476.9, "valid_targets_min": 3217 }, { "epoch": 5.758785942492013, "grad_norm": 0.39846001438401557, "learning_rate": 3.72095471343773e-06, "loss": 0.2686, "loss_nan_ranks": 0, "loss_rank_avg": 0.2989582419395447, "step": 3605, "valid_targets_mean": 6977.7, "valid_targets_min": 2119 }, { "epoch": 5.766773162939297, "grad_norm": 0.3774788207979415, "learning_rate": 3.674798165510136e-06, "loss": 0.2621, "loss_nan_ranks": 0, "loss_rank_avg": 0.23739445209503174, "step": 3610, "valid_targets_mean": 6336.8, "valid_targets_min": 2474 }, { "epoch": 5.774760383386582, "grad_norm": 0.3861551377463408, "learning_rate": 3.6289007037250244e-06, "loss": 0.2685, "loss_nan_ranks": 0, "loss_rank_avg": 0.2617093622684479, "step": 3615, "valid_targets_mean": 6711.7, "valid_targets_min": 2876 }, { "epoch": 5.782747603833866, "grad_norm": 0.40744967812385374, "learning_rate": 3.5832630564897073e-06, "loss": 0.2792, "loss_nan_ranks": 0, "loss_rank_avg": 0.2509753108024597, "step": 3620, "valid_targets_mean": 5979.4, "valid_targets_min": 2730 }, { "epoch": 5.7907348242811505, "grad_norm": 0.41073447793342704, "learning_rate": 3.5378859480881443e-06, "loss": 0.2735, "loss_nan_ranks": 0, "loss_rank_avg": 0.33972814679145813, "step": 3625, "valid_targets_mean": 7017.2, "valid_targets_min": 2084 }, { "epoch": 5.798722044728435, "grad_norm": 0.4166804580562159, "learning_rate": 3.492770098669478e-06, "loss": 0.244, "loss_nan_ranks": 0, "loss_rank_avg": 0.24957159161567688, "step": 3630, "valid_targets_mean": 5835.2, "valid_targets_min": 2756 }, { "epoch": 5.806709265175719, "grad_norm": 0.41914079223078876, "learning_rate": 3.4479162242365717e-06, "loss": 0.2724, "loss_nan_ranks": 0, "loss_rank_avg": 0.2966158986091614, "step": 3635, "valid_targets_mean": 6760.2, "valid_targets_min": 3019 }, { "epoch": 5.814696485623003, "grad_norm": 0.3881502822445414, "learning_rate": 3.403325036634679e-06, "loss": 0.2647, "loss_nan_ranks": 0, "loss_rank_avg": 0.257976233959198, "step": 3640, "valid_targets_mean": 6245.3, "valid_targets_min": 1886 }, { "epoch": 5.822683706070287, "grad_norm": 0.4071501184047579, "learning_rate": 3.3589972435401184e-06, "loss": 0.2819, "loss_nan_ranks": 0, "loss_rank_avg": 0.2423725128173828, "step": 3645, "valid_targets_mean": 6025.7, "valid_targets_min": 2923 }, { "epoch": 5.830670926517572, "grad_norm": 0.4041058312903423, "learning_rate": 3.3149335484490553e-06, "loss": 0.2727, "loss_nan_ranks": 0, "loss_rank_avg": 0.28053832054138184, "step": 3650, "valid_targets_mean": 5899.2, "valid_targets_min": 2582 }, { "epoch": 5.838658146964856, "grad_norm": 0.43091998438838186, "learning_rate": 3.2711346506663346e-06, "loss": 0.2542, "loss_nan_ranks": 0, "loss_rank_avg": 0.21161791682243347, "step": 3655, "valid_targets_mean": 5107.8, "valid_targets_min": 893 }, { "epoch": 5.84664536741214, "grad_norm": 0.38726488678088394, "learning_rate": 3.2276012452943893e-06, "loss": 0.2671, "loss_nan_ranks": 0, "loss_rank_avg": 0.23468036949634552, "step": 3660, "valid_targets_mean": 5872.8, "valid_targets_min": 1757 }, { "epoch": 5.854632587859425, "grad_norm": 0.41132585423643675, "learning_rate": 3.1843340232222064e-06, "loss": 0.2554, "loss_nan_ranks": 0, "loss_rank_avg": 0.24414730072021484, "step": 3665, "valid_targets_mean": 5770.9, "valid_targets_min": 983 }, { "epoch": 5.862619808306709, "grad_norm": 0.3889001434066048, "learning_rate": 3.1413336711143437e-06, "loss": 0.2368, "loss_nan_ranks": 0, "loss_rank_avg": 0.26720675826072693, "step": 3670, "valid_targets_mean": 6698.4, "valid_targets_min": 850 }, { "epoch": 5.8706070287539935, "grad_norm": 0.3834925702308612, "learning_rate": 3.0986008714000703e-06, "loss": 0.2818, "loss_nan_ranks": 0, "loss_rank_avg": 0.28179192543029785, "step": 3675, "valid_targets_mean": 6642.9, "valid_targets_min": 2407 }, { "epoch": 5.878594249201278, "grad_norm": 0.40207437409947944, "learning_rate": 3.056136302262489e-06, "loss": 0.2685, "loss_nan_ranks": 0, "loss_rank_avg": 0.25856301188468933, "step": 3680, "valid_targets_mean": 6361.6, "valid_targets_min": 2705 }, { "epoch": 5.886581469648562, "grad_norm": 0.4071568242836644, "learning_rate": 3.0139406376278212e-06, "loss": 0.2793, "loss_nan_ranks": 0, "loss_rank_avg": 0.24484190344810486, "step": 3685, "valid_targets_mean": 5454.2, "valid_targets_min": 467 }, { "epoch": 5.894568690095847, "grad_norm": 0.3796701828688457, "learning_rate": 2.972014547154671e-06, "loss": 0.2566, "loss_nan_ranks": 0, "loss_rank_avg": 0.2547157108783722, "step": 3690, "valid_targets_mean": 6390.4, "valid_targets_min": 788 }, { "epoch": 5.902555910543131, "grad_norm": 0.3923662568751408, "learning_rate": 2.930358696223423e-06, "loss": 0.2655, "loss_nan_ranks": 0, "loss_rank_avg": 0.2698602080345154, "step": 3695, "valid_targets_mean": 6420.2, "valid_targets_min": 3770 }, { "epoch": 5.9105431309904155, "grad_norm": 0.4109462182361228, "learning_rate": 2.8889737459256695e-06, "loss": 0.2598, "loss_nan_ranks": 0, "loss_rank_avg": 0.22529888153076172, "step": 3700, "valid_targets_mean": 5201.7, "valid_targets_min": 914 }, { "epoch": 5.9185303514377, "grad_norm": 0.3845440375366245, "learning_rate": 2.8478603530537285e-06, "loss": 0.2705, "loss_nan_ranks": 0, "loss_rank_avg": 0.24273991584777832, "step": 3705, "valid_targets_mean": 6101.9, "valid_targets_min": 2518 }, { "epoch": 5.926517571884984, "grad_norm": 0.3949527057761477, "learning_rate": 2.8070191700902194e-06, "loss": 0.2478, "loss_nan_ranks": 0, "loss_rank_avg": 0.23416760563850403, "step": 3710, "valid_targets_mean": 5605.8, "valid_targets_min": 2403 }, { "epoch": 5.934504792332269, "grad_norm": 0.4620246171400671, "learning_rate": 2.7664508451976903e-06, "loss": 0.2456, "loss_nan_ranks": 0, "loss_rank_avg": 0.2660924196243286, "step": 3715, "valid_targets_mean": 6548.9, "valid_targets_min": 2862 }, { "epoch": 5.942492012779553, "grad_norm": 0.4567195217993061, "learning_rate": 2.726156022208362e-06, "loss": 0.2721, "loss_nan_ranks": 0, "loss_rank_avg": 0.2496548295021057, "step": 3720, "valid_targets_mean": 5497.1, "valid_targets_min": 2146 }, { "epoch": 5.950479233226837, "grad_norm": 0.3927833860346143, "learning_rate": 2.6861353406138713e-06, "loss": 0.2692, "loss_nan_ranks": 0, "loss_rank_avg": 0.2523316740989685, "step": 3725, "valid_targets_mean": 6091.9, "valid_targets_min": 2827 }, { "epoch": 5.958466453674122, "grad_norm": 0.3931387893514867, "learning_rate": 2.646389435555172e-06, "loss": 0.2553, "loss_nan_ranks": 0, "loss_rank_avg": 0.23789174854755402, "step": 3730, "valid_targets_mean": 5674.8, "valid_targets_min": 3259 }, { "epoch": 5.966453674121405, "grad_norm": 0.4302699938045076, "learning_rate": 2.6069189378124015e-06, "loss": 0.2572, "loss_nan_ranks": 0, "loss_rank_avg": 0.2736428678035736, "step": 3735, "valid_targets_mean": 5477.9, "valid_targets_min": 3186 }, { "epoch": 5.97444089456869, "grad_norm": 0.3906268892019169, "learning_rate": 2.567724473794908e-06, "loss": 0.2717, "loss_nan_ranks": 0, "loss_rank_avg": 0.2649077773094177, "step": 3740, "valid_targets_mean": 5947.3, "valid_targets_min": 3106 }, { "epoch": 5.982428115015974, "grad_norm": 0.3879890345025771, "learning_rate": 2.5288066655312914e-06, "loss": 0.2667, "loss_nan_ranks": 0, "loss_rank_avg": 0.26016589999198914, "step": 3745, "valid_targets_mean": 6068.9, "valid_targets_min": 2214 }, { "epoch": 5.9904153354632586, "grad_norm": 0.4096443704289698, "learning_rate": 2.4901661306595414e-06, "loss": 0.2713, "loss_nan_ranks": 0, "loss_rank_avg": 0.26794230937957764, "step": 3750, "valid_targets_mean": 7041.1, "valid_targets_min": 2348 }, { "epoch": 5.998402555910543, "grad_norm": 0.39112915932836695, "learning_rate": 2.451803482417234e-06, "loss": 0.2607, "loss_nan_ranks": 0, "loss_rank_avg": 0.2606961727142334, "step": 3755, "valid_targets_mean": 6312.5, "valid_targets_min": 2995 }, { "epoch": 6.006389776357827, "grad_norm": 0.38028239845216216, "learning_rate": 2.413719329631785e-06, "loss": 0.2521, "loss_nan_ranks": 0, "loss_rank_avg": 0.2524528503417969, "step": 3760, "valid_targets_mean": 6795.7, "valid_targets_min": 4504 }, { "epoch": 6.014376996805112, "grad_norm": 0.4027725424370273, "learning_rate": 2.375914276710811e-06, "loss": 0.2796, "loss_nan_ranks": 0, "loss_rank_avg": 0.2757946252822876, "step": 3765, "valid_targets_mean": 6085.4, "valid_targets_min": 796 }, { "epoch": 6.022364217252396, "grad_norm": 0.3883650206387635, "learning_rate": 2.338388923632513e-06, "loss": 0.2581, "loss_nan_ranks": 0, "loss_rank_avg": 0.2821754813194275, "step": 3770, "valid_targets_mean": 6603.0, "valid_targets_min": 4626 }, { "epoch": 6.0303514376996805, "grad_norm": 0.4103352968084469, "learning_rate": 2.3011438659361794e-06, "loss": 0.2492, "loss_nan_ranks": 0, "loss_rank_avg": 0.2881932258605957, "step": 3775, "valid_targets_mean": 6244.6, "valid_targets_min": 1649 }, { "epoch": 6.038338658146965, "grad_norm": 0.4364303760134223, "learning_rate": 2.2641796947127114e-06, "loss": 0.2651, "loss_nan_ranks": 0, "loss_rank_avg": 0.29247602820396423, "step": 3780, "valid_targets_mean": 5705.2, "valid_targets_min": 633 }, { "epoch": 6.046325878594249, "grad_norm": 0.3873582260007207, "learning_rate": 2.2274969965952553e-06, "loss": 0.2763, "loss_nan_ranks": 0, "loss_rank_avg": 0.28913000226020813, "step": 3785, "valid_targets_mean": 6626.6, "valid_targets_min": 2934 }, { "epoch": 6.054313099041534, "grad_norm": 0.39119323008234547, "learning_rate": 2.1910963537498887e-06, "loss": 0.2557, "loss_nan_ranks": 0, "loss_rank_avg": 0.2703927159309387, "step": 3790, "valid_targets_mean": 6168.2, "valid_targets_min": 3209 }, { "epoch": 6.062300319488818, "grad_norm": 0.4077362610798925, "learning_rate": 2.1549783438663872e-06, "loss": 0.2665, "loss_nan_ranks": 0, "loss_rank_avg": 0.2611781358718872, "step": 3795, "valid_targets_mean": 6124.8, "valid_targets_min": 3091 }, { "epoch": 6.0702875399361025, "grad_norm": 0.4465123362221287, "learning_rate": 2.1191435401490534e-06, "loss": 0.2644, "loss_nan_ranks": 0, "loss_rank_avg": 0.2754276692867279, "step": 3800, "valid_targets_mean": 6258.2, "valid_targets_min": 2972 }, { "epoch": 6.078274760383387, "grad_norm": 0.4077979225461768, "learning_rate": 2.0835925113076062e-06, "loss": 0.2775, "loss_nan_ranks": 0, "loss_rank_avg": 0.24296343326568604, "step": 3805, "valid_targets_mean": 5585.8, "valid_targets_min": 2717 }, { "epoch": 6.086261980830671, "grad_norm": 0.3883189660644492, "learning_rate": 2.0483258215481784e-06, "loss": 0.2885, "loss_nan_ranks": 0, "loss_rank_avg": 0.2830982804298401, "step": 3810, "valid_targets_mean": 6790.4, "valid_targets_min": 2438 }, { "epoch": 6.094249201277956, "grad_norm": 0.3993613251446817, "learning_rate": 2.0133440305643413e-06, "loss": 0.2683, "loss_nan_ranks": 0, "loss_rank_avg": 0.2775847613811493, "step": 3815, "valid_targets_mean": 6336.6, "valid_targets_min": 2124 }, { "epoch": 6.102236421725239, "grad_norm": 0.4026541713453085, "learning_rate": 1.9786476935282463e-06, "loss": 0.2565, "loss_nan_ranks": 0, "loss_rank_avg": 0.24327577650547028, "step": 3820, "valid_targets_mean": 5976.4, "valid_targets_min": 1729 }, { "epoch": 6.110223642172524, "grad_norm": 0.38709911456403306, "learning_rate": 1.944237361081782e-06, "loss": 0.2744, "loss_nan_ranks": 0, "loss_rank_avg": 0.2668118476867676, "step": 3825, "valid_targets_mean": 7182.4, "valid_targets_min": 1878 }, { "epoch": 6.118210862619808, "grad_norm": 0.41752595504794143, "learning_rate": 1.9101135793278746e-06, "loss": 0.2663, "loss_nan_ranks": 0, "loss_rank_avg": 0.24993827939033508, "step": 3830, "valid_targets_mean": 5771.0, "valid_targets_min": 1753 }, { "epoch": 6.126198083067092, "grad_norm": 0.39389774417625606, "learning_rate": 1.8762768898217732e-06, "loss": 0.2616, "loss_nan_ranks": 0, "loss_rank_avg": 0.27845335006713867, "step": 3835, "valid_targets_mean": 6528.6, "valid_targets_min": 2756 }, { "epoch": 6.134185303514377, "grad_norm": 0.4007868024624515, "learning_rate": 1.8427278295625006e-06, "loss": 0.2847, "loss_nan_ranks": 0, "loss_rank_avg": 0.28565725684165955, "step": 3840, "valid_targets_mean": 6376.4, "valid_targets_min": 3358 }, { "epoch": 6.142172523961661, "grad_norm": 0.3995828752599394, "learning_rate": 1.8094669309843161e-06, "loss": 0.2608, "loss_nan_ranks": 0, "loss_rank_avg": 0.20159706473350525, "step": 3845, "valid_targets_mean": 4589.8, "valid_targets_min": 2860 }, { "epoch": 6.1501597444089455, "grad_norm": 0.39694544048945113, "learning_rate": 1.776494721948241e-06, "loss": 0.2847, "loss_nan_ranks": 0, "loss_rank_avg": 0.26797810196876526, "step": 3850, "valid_targets_mean": 6385.9, "valid_targets_min": 2319 }, { "epoch": 6.15814696485623, "grad_norm": 0.45715765848495526, "learning_rate": 1.7438117257337239e-06, "loss": 0.2618, "loss_nan_ranks": 0, "loss_rank_avg": 0.2801579236984253, "step": 3855, "valid_targets_mean": 5414.9, "valid_targets_min": 774 }, { "epoch": 6.166134185303514, "grad_norm": 0.39416150093967306, "learning_rate": 1.7114184610302964e-06, "loss": 0.2607, "loss_nan_ranks": 0, "loss_rank_avg": 0.26423269510269165, "step": 3860, "valid_targets_mean": 6070.0, "valid_targets_min": 3144 }, { "epoch": 6.174121405750799, "grad_norm": 0.3816052623224548, "learning_rate": 1.67931544192937e-06, "loss": 0.2767, "loss_nan_ranks": 0, "loss_rank_avg": 0.2711952328681946, "step": 3865, "valid_targets_mean": 6857.6, "valid_targets_min": 2493 }, { "epoch": 6.182108626198083, "grad_norm": 0.42472104670938376, "learning_rate": 1.6475031779160611e-06, "loss": 0.2645, "loss_nan_ranks": 0, "loss_rank_avg": 0.26078149676322937, "step": 3870, "valid_targets_mean": 5219.5, "valid_targets_min": 1406 }, { "epoch": 6.1900958466453675, "grad_norm": 0.4426817652480142, "learning_rate": 1.6159821738611192e-06, "loss": 0.272, "loss_nan_ranks": 0, "loss_rank_avg": 0.2876974046230316, "step": 3875, "valid_targets_mean": 5769.3, "valid_targets_min": 805 }, { "epoch": 6.198083067092652, "grad_norm": 0.43126668162257803, "learning_rate": 1.5847529300128827e-06, "loss": 0.2575, "loss_nan_ranks": 0, "loss_rank_avg": 0.23353397846221924, "step": 3880, "valid_targets_mean": 5951.6, "valid_targets_min": 876 }, { "epoch": 6.206070287539936, "grad_norm": 0.389639874885683, "learning_rate": 1.5538159419893895e-06, "loss": 0.2787, "loss_nan_ranks": 0, "loss_rank_avg": 0.2204650640487671, "step": 3885, "valid_targets_mean": 5891.4, "valid_targets_min": 2690 }, { "epoch": 6.214057507987221, "grad_norm": 0.38979494581579804, "learning_rate": 1.5231717007704738e-06, "loss": 0.2602, "loss_nan_ranks": 0, "loss_rank_avg": 0.26473143696784973, "step": 3890, "valid_targets_mean": 6832.6, "valid_targets_min": 3317 }, { "epoch": 6.222044728434505, "grad_norm": 0.40890636968724303, "learning_rate": 1.4928206926899801e-06, "loss": 0.2472, "loss_nan_ranks": 0, "loss_rank_avg": 0.26221221685409546, "step": 3895, "valid_targets_mean": 5755.1, "valid_targets_min": 1047 }, { "epoch": 6.2300319488817895, "grad_norm": 0.42711616458394136, "learning_rate": 1.4627633994280599e-06, "loss": 0.2556, "loss_nan_ranks": 0, "loss_rank_avg": 0.2683911919593811, "step": 3900, "valid_targets_mean": 5839.6, "valid_targets_min": 801 }, { "epoch": 6.238019169329074, "grad_norm": 0.3997092749939614, "learning_rate": 1.433000298003504e-06, "loss": 0.2816, "loss_nan_ranks": 0, "loss_rank_avg": 0.24764733016490936, "step": 3905, "valid_targets_mean": 5888.2, "valid_targets_min": 3461 }, { "epoch": 6.246006389776358, "grad_norm": 0.43062677996709836, "learning_rate": 1.4035318607662029e-06, "loss": 0.2697, "loss_nan_ranks": 0, "loss_rank_avg": 0.24495817720890045, "step": 3910, "valid_targets_mean": 4845.8, "valid_targets_min": 2083 }, { "epoch": 6.253993610223642, "grad_norm": 0.38826625279200744, "learning_rate": 1.3743585553896144e-06, "loss": 0.257, "loss_nan_ranks": 0, "loss_rank_avg": 0.2641289234161377, "step": 3915, "valid_targets_mean": 6398.6, "valid_targets_min": 2311 }, { "epoch": 6.261980830670926, "grad_norm": 0.3956794527968643, "learning_rate": 1.345480844863376e-06, "loss": 0.2676, "loss_nan_ranks": 0, "loss_rank_avg": 0.2406679391860962, "step": 3920, "valid_targets_mean": 5696.4, "valid_targets_min": 2741 }, { "epoch": 6.2699680511182105, "grad_norm": 0.44965320676085757, "learning_rate": 1.316899187485925e-06, "loss": 0.255, "loss_nan_ranks": 0, "loss_rank_avg": 0.24731853604316711, "step": 3925, "valid_targets_mean": 4457.3, "valid_targets_min": 710 }, { "epoch": 6.277955271565495, "grad_norm": 0.39204003729788195, "learning_rate": 1.288614036857252e-06, "loss": 0.2545, "loss_nan_ranks": 0, "loss_rank_avg": 0.23420819640159607, "step": 3930, "valid_targets_mean": 6753.6, "valid_targets_min": 3941 }, { "epoch": 6.285942492012779, "grad_norm": 0.42002390772136805, "learning_rate": 1.260625841871692e-06, "loss": 0.2795, "loss_nan_ranks": 0, "loss_rank_avg": 0.26312363147735596, "step": 3935, "valid_targets_mean": 5598.0, "valid_targets_min": 2716 }, { "epoch": 6.293929712460064, "grad_norm": 0.3998814018456629, "learning_rate": 1.2329350467107925e-06, "loss": 0.2572, "loss_nan_ranks": 0, "loss_rank_avg": 0.2606557011604309, "step": 3940, "valid_targets_mean": 6200.5, "valid_targets_min": 2353 }, { "epoch": 6.301916932907348, "grad_norm": 0.41789797999440276, "learning_rate": 1.2055420908362781e-06, "loss": 0.2663, "loss_nan_ranks": 0, "loss_rank_avg": 0.2655007839202881, "step": 3945, "valid_targets_mean": 5902.4, "valid_targets_min": 2764 }, { "epoch": 6.3099041533546325, "grad_norm": 0.40243132478120186, "learning_rate": 1.1784474089830612e-06, "loss": 0.2688, "loss_nan_ranks": 0, "loss_rank_avg": 0.29167425632476807, "step": 3950, "valid_targets_mean": 6443.7, "valid_targets_min": 1013 }, { "epoch": 6.317891373801917, "grad_norm": 0.37432377437529774, "learning_rate": 1.1516514311523607e-06, "loss": 0.2455, "loss_nan_ranks": 0, "loss_rank_avg": 0.260292649269104, "step": 3955, "valid_targets_mean": 7428.6, "valid_targets_min": 3561 }, { "epoch": 6.325878594249201, "grad_norm": 0.4047327682405144, "learning_rate": 1.1251545826048593e-06, "loss": 0.256, "loss_nan_ranks": 0, "loss_rank_avg": 0.23277956247329712, "step": 3960, "valid_targets_mean": 5727.9, "valid_targets_min": 889 }, { "epoch": 6.333865814696486, "grad_norm": 0.4255506667930687, "learning_rate": 1.098957283853972e-06, "loss": 0.2692, "loss_nan_ranks": 0, "loss_rank_avg": 0.2866438627243042, "step": 3965, "valid_targets_mean": 6260.7, "valid_targets_min": 759 }, { "epoch": 6.34185303514377, "grad_norm": 0.42312730083398004, "learning_rate": 1.0730599506591476e-06, "loss": 0.2663, "loss_nan_ranks": 0, "loss_rank_avg": 0.2608621120452881, "step": 3970, "valid_targets_mean": 5459.2, "valid_targets_min": 1079 }, { "epoch": 6.3498402555910545, "grad_norm": 0.4110280597614948, "learning_rate": 1.0474629940192994e-06, "loss": 0.2476, "loss_nan_ranks": 0, "loss_rank_avg": 0.2226857841014862, "step": 3975, "valid_targets_mean": 5432.8, "valid_targets_min": 3066 }, { "epoch": 6.357827476038339, "grad_norm": 0.40086115594507055, "learning_rate": 1.0221668201662726e-06, "loss": 0.248, "loss_nan_ranks": 0, "loss_rank_avg": 0.242458313703537, "step": 3980, "valid_targets_mean": 5737.6, "valid_targets_min": 2586 }, { "epoch": 6.365814696485623, "grad_norm": 0.4032124706373358, "learning_rate": 9.971718305583767e-07, "loss": 0.2646, "loss_nan_ranks": 0, "loss_rank_avg": 0.30006730556488037, "step": 3985, "valid_targets_mean": 6250.2, "valid_targets_min": 802 }, { "epoch": 6.373801916932908, "grad_norm": 0.4369518802495719, "learning_rate": 9.724784218740524e-07, "loss": 0.2533, "loss_nan_ranks": 0, "loss_rank_avg": 0.24730181694030762, "step": 3990, "valid_targets_mean": 4995.5, "valid_targets_min": 1945 }, { "epoch": 6.381789137380192, "grad_norm": 0.429599879347496, "learning_rate": 9.480869860055364e-07, "loss": 0.254, "loss_nan_ranks": 0, "loss_rank_avg": 0.24054160714149475, "step": 3995, "valid_targets_mean": 5166.2, "valid_targets_min": 680 }, { "epoch": 6.389776357827476, "grad_norm": 0.3876796056354229, "learning_rate": 9.239979100526763e-07, "loss": 0.2753, "loss_nan_ranks": 0, "loss_rank_avg": 0.25194332003593445, "step": 4000, "valid_targets_mean": 6341.6, "valid_targets_min": 2325 }, { "epoch": 6.397763578274761, "grad_norm": 0.3922690814846412, "learning_rate": 9.002115763167585e-07, "loss": 0.2537, "loss_nan_ranks": 0, "loss_rank_avg": 0.2845813035964966, "step": 4005, "valid_targets_mean": 7029.4, "valid_targets_min": 2481 }, { "epoch": 6.405750798722044, "grad_norm": 0.4144382572722086, "learning_rate": 8.7672836229447e-07, "loss": 0.2459, "loss_nan_ranks": 0, "loss_rank_avg": 0.2669537663459778, "step": 4010, "valid_targets_mean": 5912.7, "valid_targets_min": 2424 }, { "epoch": 6.413738019169329, "grad_norm": 0.40260962781729587, "learning_rate": 8.535486406718684e-07, "loss": 0.2668, "loss_nan_ranks": 0, "loss_rank_avg": 0.24243292212486267, "step": 4015, "valid_targets_mean": 5417.9, "valid_targets_min": 2268 }, { "epoch": 6.421725239616613, "grad_norm": 0.424208872675099, "learning_rate": 8.306727793185132e-07, "loss": 0.2518, "loss_nan_ranks": 0, "loss_rank_avg": 0.2556074261665344, "step": 4020, "valid_targets_mean": 5542.9, "valid_targets_min": 751 }, { "epoch": 6.4297124600638975, "grad_norm": 0.4231517971283913, "learning_rate": 8.081011412815965e-07, "loss": 0.2515, "loss_nan_ranks": 0, "loss_rank_avg": 0.286851704120636, "step": 4025, "valid_targets_mean": 6050.6, "valid_targets_min": 2272 }, { "epoch": 6.437699680511182, "grad_norm": 0.3937294857956087, "learning_rate": 7.858340847801815e-07, "loss": 0.2579, "loss_nan_ranks": 0, "loss_rank_avg": 0.2628542184829712, "step": 4030, "valid_targets_mean": 6836.8, "valid_targets_min": 2757 }, { "epoch": 6.445686900958466, "grad_norm": 0.3676466718840952, "learning_rate": 7.638719631995406e-07, "loss": 0.2568, "loss_nan_ranks": 0, "loss_rank_avg": 0.23427250981330872, "step": 4035, "valid_targets_mean": 6799.4, "valid_targets_min": 3726 }, { "epoch": 6.453674121405751, "grad_norm": 0.44470994190939733, "learning_rate": 7.422151250855214e-07, "loss": 0.2505, "loss_nan_ranks": 0, "loss_rank_avg": 0.26523175835609436, "step": 4040, "valid_targets_mean": 5138.9, "valid_targets_min": 992 }, { "epoch": 6.461661341853035, "grad_norm": 0.44881772807886583, "learning_rate": 7.208639141390295e-07, "loss": 0.282, "loss_nan_ranks": 0, "loss_rank_avg": 0.30667585134506226, "step": 4045, "valid_targets_mean": 5630.2, "valid_targets_min": 2290 }, { "epoch": 6.4696485623003195, "grad_norm": 0.3817703378311513, "learning_rate": 6.998186692105657e-07, "loss": 0.2608, "loss_nan_ranks": 0, "loss_rank_avg": 0.2372807413339615, "step": 4050, "valid_targets_mean": 6366.2, "valid_targets_min": 3032 }, { "epoch": 6.477635782747604, "grad_norm": 0.42501622886020957, "learning_rate": 6.790797242948644e-07, "loss": 0.2665, "loss_nan_ranks": 0, "loss_rank_avg": 0.25420382618904114, "step": 4055, "valid_targets_mean": 5281.9, "valid_targets_min": 3415 }, { "epoch": 6.485623003194888, "grad_norm": 0.40642644510416537, "learning_rate": 6.5864740852557e-07, "loss": 0.2682, "loss_nan_ranks": 0, "loss_rank_avg": 0.270402193069458, "step": 4060, "valid_targets_mean": 6061.5, "valid_targets_min": 2312 }, { "epoch": 6.493610223642173, "grad_norm": 0.40486318831736334, "learning_rate": 6.385220461700248e-07, "loss": 0.2689, "loss_nan_ranks": 0, "loss_rank_avg": 0.31059807538986206, "step": 4065, "valid_targets_mean": 6979.2, "valid_targets_min": 820 }, { "epoch": 6.501597444089457, "grad_norm": 0.47904580324378615, "learning_rate": 6.187039566241337e-07, "loss": 0.2605, "loss_nan_ranks": 0, "loss_rank_avg": 0.24163641035556793, "step": 4070, "valid_targets_mean": 5791.2, "valid_targets_min": 1051 }, { "epoch": 6.5095846645367414, "grad_norm": 0.41017964801968143, "learning_rate": 5.99193454407272e-07, "loss": 0.2663, "loss_nan_ranks": 0, "loss_rank_avg": 0.27509069442749023, "step": 4075, "valid_targets_mean": 6401.7, "valid_targets_min": 2276 }, { "epoch": 6.517571884984026, "grad_norm": 0.39608729690040123, "learning_rate": 5.799908491573148e-07, "loss": 0.258, "loss_nan_ranks": 0, "loss_rank_avg": 0.2366548329591751, "step": 4080, "valid_targets_mean": 5398.1, "valid_targets_min": 1902 }, { "epoch": 6.52555910543131, "grad_norm": 0.3761642354654187, "learning_rate": 5.610964456257107e-07, "loss": 0.2652, "loss_nan_ranks": 0, "loss_rank_avg": 0.24891404807567596, "step": 4085, "valid_targets_mean": 6751.4, "valid_targets_min": 3351 }, { "epoch": 6.533546325878595, "grad_norm": 0.40685164416522424, "learning_rate": 5.425105436726496e-07, "loss": 0.2761, "loss_nan_ranks": 0, "loss_rank_avg": 0.2536323666572571, "step": 4090, "valid_targets_mean": 5744.8, "valid_targets_min": 2652 }, { "epoch": 6.541533546325878, "grad_norm": 0.3872216478634318, "learning_rate": 5.242334382623004e-07, "loss": 0.2671, "loss_nan_ranks": 0, "loss_rank_avg": 0.2931691110134125, "step": 4095, "valid_targets_mean": 7036.7, "valid_targets_min": 3402 }, { "epoch": 6.549520766773163, "grad_norm": 0.40135613522920494, "learning_rate": 5.062654194581429e-07, "loss": 0.2584, "loss_nan_ranks": 0, "loss_rank_avg": 0.2978881001472473, "step": 4100, "valid_targets_mean": 6882.9, "valid_targets_min": 654 }, { "epoch": 6.557507987220447, "grad_norm": 0.3940263743209835, "learning_rate": 4.88606772418343e-07, "loss": 0.2685, "loss_nan_ranks": 0, "loss_rank_avg": 0.3106963634490967, "step": 4105, "valid_targets_mean": 6899.5, "valid_targets_min": 1918 }, { "epoch": 6.565495207667731, "grad_norm": 0.40476916349000935, "learning_rate": 4.7125777739123857e-07, "loss": 0.2583, "loss_nan_ranks": 0, "loss_rank_avg": 0.24585530161857605, "step": 4110, "valid_targets_mean": 5548.6, "valid_targets_min": 3331 }, { "epoch": 6.573482428115016, "grad_norm": 0.44511561583008213, "learning_rate": 4.54218709710903e-07, "loss": 0.2609, "loss_nan_ranks": 0, "loss_rank_avg": 0.290644109249115, "step": 4115, "valid_targets_mean": 5344.9, "valid_targets_min": 2319 }, { "epoch": 6.5814696485623, "grad_norm": 0.3905212204877214, "learning_rate": 4.374898397927507e-07, "loss": 0.2672, "loss_nan_ranks": 0, "loss_rank_avg": 0.2835393249988556, "step": 4120, "valid_targets_mean": 6561.9, "valid_targets_min": 2496 }, { "epoch": 6.5894568690095845, "grad_norm": 0.43043739073174303, "learning_rate": 4.210714331292698e-07, "loss": 0.2394, "loss_nan_ranks": 0, "loss_rank_avg": 0.2793094217777252, "step": 4125, "valid_targets_mean": 5826.1, "valid_targets_min": 2422 }, { "epoch": 6.597444089456869, "grad_norm": 0.42798360971174304, "learning_rate": 4.049637502857895e-07, "loss": 0.2733, "loss_nan_ranks": 0, "loss_rank_avg": 0.2985469102859497, "step": 4130, "valid_targets_mean": 5765.9, "valid_targets_min": 571 }, { "epoch": 6.605431309904153, "grad_norm": 0.3921248080260788, "learning_rate": 3.8916704689635707e-07, "loss": 0.2693, "loss_nan_ranks": 0, "loss_rank_avg": 0.23658479750156403, "step": 4135, "valid_targets_mean": 5843.1, "valid_targets_min": 2510 }, { "epoch": 6.613418530351438, "grad_norm": 0.4238407542906127, "learning_rate": 3.736815736596766e-07, "loss": 0.2658, "loss_nan_ranks": 0, "loss_rank_avg": 0.2605782151222229, "step": 4140, "valid_targets_mean": 5526.4, "valid_targets_min": 3246 }, { "epoch": 6.621405750798722, "grad_norm": 0.4018626657027095, "learning_rate": 3.5850757633513424e-07, "loss": 0.2746, "loss_nan_ranks": 0, "loss_rank_avg": 0.29174667596817017, "step": 4145, "valid_targets_mean": 6742.7, "valid_targets_min": 585 }, { "epoch": 6.6293929712460065, "grad_norm": 0.3916027791934614, "learning_rate": 3.4364529573888803e-07, "loss": 0.2523, "loss_nan_ranks": 0, "loss_rank_avg": 0.2614343762397766, "step": 4150, "valid_targets_mean": 6216.9, "valid_targets_min": 2637 }, { "epoch": 6.637380191693291, "grad_norm": 0.3723514909223308, "learning_rate": 3.2909496774005344e-07, "loss": 0.2787, "loss_nan_ranks": 0, "loss_rank_avg": 0.30010271072387695, "step": 4155, "valid_targets_mean": 6974.5, "valid_targets_min": 2404 }, { "epoch": 6.645367412140575, "grad_norm": 0.39140863018129085, "learning_rate": 3.14856823256966e-07, "loss": 0.2663, "loss_nan_ranks": 0, "loss_rank_avg": 0.2734515070915222, "step": 4160, "valid_targets_mean": 6848.9, "valid_targets_min": 2745 }, { "epoch": 6.65335463258786, "grad_norm": 0.39190342951790336, "learning_rate": 3.009310882534999e-07, "loss": 0.249, "loss_nan_ranks": 0, "loss_rank_avg": 0.22873139381408691, "step": 4165, "valid_targets_mean": 6034.2, "valid_targets_min": 3020 }, { "epoch": 6.661341853035144, "grad_norm": 0.42096685369869974, "learning_rate": 2.8731798373550004e-07, "loss": 0.2754, "loss_nan_ranks": 0, "loss_rank_avg": 0.26596885919570923, "step": 4170, "valid_targets_mean": 5746.1, "valid_targets_min": 852 }, { "epoch": 6.669329073482428, "grad_norm": 0.4060322243618663, "learning_rate": 2.740177257472576e-07, "loss": 0.2545, "loss_nan_ranks": 0, "loss_rank_avg": 0.27120035886764526, "step": 4175, "valid_targets_mean": 6087.8, "valid_targets_min": 2695 }, { "epoch": 6.677316293929713, "grad_norm": 0.4082882469649237, "learning_rate": 2.6103052536810226e-07, "loss": 0.2778, "loss_nan_ranks": 0, "loss_rank_avg": 0.2792065441608429, "step": 4180, "valid_targets_mean": 5868.9, "valid_targets_min": 2378 }, { "epoch": 6.685303514376997, "grad_norm": 0.40530290992476375, "learning_rate": 2.4835658870902226e-07, "loss": 0.2734, "loss_nan_ranks": 0, "loss_rank_avg": 0.27434685826301575, "step": 4185, "valid_targets_mean": 6331.1, "valid_targets_min": 2867 }, { "epoch": 6.693290734824281, "grad_norm": 0.3945907796808697, "learning_rate": 2.3599611690943158e-07, "loss": 0.2608, "loss_nan_ranks": 0, "loss_rank_avg": 0.24785107374191284, "step": 4190, "valid_targets_mean": 6136.4, "valid_targets_min": 1618 }, { "epoch": 6.701277955271565, "grad_norm": 0.3764639380713518, "learning_rate": 2.2394930613393927e-07, "loss": 0.2419, "loss_nan_ranks": 0, "loss_rank_avg": 0.2778383195400238, "step": 4195, "valid_targets_mean": 6814.8, "valid_targets_min": 3992 }, { "epoch": 6.7092651757188495, "grad_norm": 0.40876617747946253, "learning_rate": 2.122163475692629e-07, "loss": 0.2814, "loss_nan_ranks": 0, "loss_rank_avg": 0.3094503581523895, "step": 4200, "valid_targets_mean": 6526.4, "valid_targets_min": 1650 }, { "epoch": 6.717252396166134, "grad_norm": 0.41409063976797617, "learning_rate": 2.0079742742118878e-07, "loss": 0.2853, "loss_nan_ranks": 0, "loss_rank_avg": 0.27831193804740906, "step": 4205, "valid_targets_mean": 5999.0, "valid_targets_min": 2690 }, { "epoch": 6.725239616613418, "grad_norm": 0.4129581785750722, "learning_rate": 1.8969272691160334e-07, "loss": 0.264, "loss_nan_ranks": 0, "loss_rank_avg": 0.25264161825180054, "step": 4210, "valid_targets_mean": 5947.4, "valid_targets_min": 825 }, { "epoch": 6.733226837060703, "grad_norm": 0.41261177762332807, "learning_rate": 1.789024222756397e-07, "loss": 0.2717, "loss_nan_ranks": 0, "loss_rank_avg": 0.2740635275840759, "step": 4215, "valid_targets_mean": 5676.9, "valid_targets_min": 2217 }, { "epoch": 6.741214057507987, "grad_norm": 0.38921747696529335, "learning_rate": 1.6842668475885782e-07, "loss": 0.2874, "loss_nan_ranks": 0, "loss_rank_avg": 0.3034498989582062, "step": 4220, "valid_targets_mean": 6683.3, "valid_targets_min": 2780 }, { "epoch": 6.7492012779552715, "grad_norm": 0.39522613969519027, "learning_rate": 1.582656806145444e-07, "loss": 0.2528, "loss_nan_ranks": 0, "loss_rank_avg": 0.2690703272819519, "step": 4225, "valid_targets_mean": 6550.1, "valid_targets_min": 2863 }, { "epoch": 6.757188498402556, "grad_norm": 0.4260197819350322, "learning_rate": 1.4841957110106388e-07, "loss": 0.2624, "loss_nan_ranks": 0, "loss_rank_avg": 0.2838810682296753, "step": 4230, "valid_targets_mean": 5512.8, "valid_targets_min": 2650 }, { "epoch": 6.76517571884984, "grad_norm": 0.43256835522161147, "learning_rate": 1.388885124793049e-07, "loss": 0.2505, "loss_nan_ranks": 0, "loss_rank_avg": 0.24123039841651917, "step": 4235, "valid_targets_mean": 5417.0, "valid_targets_min": 769 }, { "epoch": 6.773162939297125, "grad_norm": 0.40541255696406014, "learning_rate": 1.2967265601019573e-07, "loss": 0.2508, "loss_nan_ranks": 0, "loss_rank_avg": 0.24490627646446228, "step": 4240, "valid_targets_mean": 6160.9, "valid_targets_min": 2738 }, { "epoch": 6.781150159744409, "grad_norm": 0.4192974119053909, "learning_rate": 1.207721479523105e-07, "loss": 0.2677, "loss_nan_ranks": 0, "loss_rank_avg": 0.24304074048995972, "step": 4245, "valid_targets_mean": 5336.4, "valid_targets_min": 2824 }, { "epoch": 6.789137380191693, "grad_norm": 0.42666940769259437, "learning_rate": 1.1218712955954003e-07, "loss": 0.2599, "loss_nan_ranks": 0, "loss_rank_avg": 0.26424548029899597, "step": 4250, "valid_targets_mean": 5964.0, "valid_targets_min": 1021 }, { "epoch": 6.797124600638978, "grad_norm": 0.39937087759335077, "learning_rate": 1.0391773707885578e-07, "loss": 0.2706, "loss_nan_ranks": 0, "loss_rank_avg": 0.27442675828933716, "step": 4255, "valid_targets_mean": 6102.8, "valid_targets_min": 2335 }, { "epoch": 6.805111821086262, "grad_norm": 0.40863325023857433, "learning_rate": 9.596410174814497e-08, "loss": 0.2695, "loss_nan_ranks": 0, "loss_rank_avg": 0.257610946893692, "step": 4260, "valid_targets_mean": 5718.2, "valid_targets_min": 2545 }, { "epoch": 6.813099041533547, "grad_norm": 0.4069647471285601, "learning_rate": 8.83263497941278e-08, "loss": 0.2591, "loss_nan_ranks": 0, "loss_rank_avg": 0.2750399708747864, "step": 4265, "valid_targets_mean": 6767.9, "valid_targets_min": 3444 }, { "epoch": 6.821086261980831, "grad_norm": 0.4059635974903752, "learning_rate": 8.10046024303568e-08, "loss": 0.2488, "loss_nan_ranks": 0, "loss_rank_avg": 0.2263932079076767, "step": 4270, "valid_targets_mean": 5993.4, "valid_targets_min": 2711 }, { "epoch": 6.8290734824281145, "grad_norm": 0.41477442009936805, "learning_rate": 7.399897585528726e-08, "loss": 0.2622, "loss_nan_ranks": 0, "loss_rank_avg": 0.2576657831668854, "step": 4275, "valid_targets_mean": 5577.6, "valid_targets_min": 766 }, { "epoch": 6.8370607028754, "grad_norm": 0.40172911683552204, "learning_rate": 6.730958125044319e-08, "loss": 0.2918, "loss_nan_ranks": 0, "loss_rank_avg": 0.271068811416626, "step": 4280, "valid_targets_mean": 6353.2, "valid_targets_min": 1410 }, { "epoch": 6.845047923322683, "grad_norm": 0.38352639944603106, "learning_rate": 6.093652477864309e-08, "loss": 0.263, "loss_nan_ranks": 0, "loss_rank_avg": 0.24830323457717896, "step": 4285, "valid_targets_mean": 6276.2, "valid_targets_min": 1508 }, { "epoch": 6.853035143769968, "grad_norm": 0.39422551287265184, "learning_rate": 5.4879907582316986e-08, "loss": 0.2772, "loss_nan_ranks": 0, "loss_rank_avg": 0.31273385882377625, "step": 4290, "valid_targets_mean": 7305.0, "valid_targets_min": 4199 }, { "epoch": 6.861022364217252, "grad_norm": 0.4216835901964001, "learning_rate": 4.913982578190535e-08, "loss": 0.2562, "loss_nan_ranks": 0, "loss_rank_avg": 0.23493213951587677, "step": 4295, "valid_targets_mean": 6236.2, "valid_targets_min": 978 }, { "epoch": 6.8690095846645365, "grad_norm": 0.4253919773938608, "learning_rate": 4.3716370474331527e-08, "loss": 0.2472, "loss_nan_ranks": 0, "loss_rank_avg": 0.2774316072463989, "step": 4300, "valid_targets_mean": 5980.0, "valid_targets_min": 751 }, { "epoch": 6.876996805111821, "grad_norm": 0.39799081688196125, "learning_rate": 3.8609627731558405e-08, "loss": 0.2605, "loss_nan_ranks": 0, "loss_rank_avg": 0.2209227830171585, "step": 4305, "valid_targets_mean": 5948.8, "valid_targets_min": 1976 }, { "epoch": 6.884984025559105, "grad_norm": 0.50771347607883, "learning_rate": 3.381967859920954e-08, "loss": 0.273, "loss_nan_ranks": 0, "loss_rank_avg": 0.25479426980018616, "step": 4310, "valid_targets_mean": 5528.9, "valid_targets_min": 623 }, { "epoch": 6.89297124600639, "grad_norm": 0.38835805866217404, "learning_rate": 2.9346599095305685e-08, "loss": 0.2745, "loss_nan_ranks": 0, "loss_rank_avg": 0.28347715735435486, "step": 4315, "valid_targets_mean": 6656.9, "valid_targets_min": 2755 }, { "epoch": 6.900958466453674, "grad_norm": 0.41565107262448814, "learning_rate": 2.5190460209039146e-08, "loss": 0.2818, "loss_nan_ranks": 0, "loss_rank_avg": 0.296379417181015, "step": 4320, "valid_targets_mean": 6231.1, "valid_targets_min": 2385 }, { "epoch": 6.9089456869009584, "grad_norm": 0.4289779482034415, "learning_rate": 2.1351327899656883e-08, "loss": 0.2586, "loss_nan_ranks": 0, "loss_rank_avg": 0.28387531638145447, "step": 4325, "valid_targets_mean": 6475.8, "valid_targets_min": 2539 }, { "epoch": 6.916932907348243, "grad_norm": 0.3969157421312715, "learning_rate": 1.782926309540578e-08, "loss": 0.2603, "loss_nan_ranks": 0, "loss_rank_avg": 0.29361945390701294, "step": 4330, "valid_targets_mean": 6809.4, "valid_targets_min": 3356 }, { "epoch": 6.924920127795527, "grad_norm": 0.38640407541050914, "learning_rate": 1.462432169257344e-08, "loss": 0.2524, "loss_nan_ranks": 0, "loss_rank_avg": 0.2357715219259262, "step": 4335, "valid_targets_mean": 6227.8, "valid_targets_min": 2836 }, { "epoch": 6.932907348242812, "grad_norm": 0.3879185914808639, "learning_rate": 1.1736554554604429e-08, "loss": 0.2603, "loss_nan_ranks": 0, "loss_rank_avg": 0.23897549510002136, "step": 4340, "valid_targets_mean": 5895.3, "valid_targets_min": 3767 }, { "epoch": 6.940894568690096, "grad_norm": 0.3856401857440791, "learning_rate": 9.166007511274278e-09, "loss": 0.2743, "loss_nan_ranks": 0, "loss_rank_avg": 0.24993009865283966, "step": 4345, "valid_targets_mean": 6160.5, "valid_targets_min": 2705 }, { "epoch": 6.94888178913738, "grad_norm": 0.3830415902123125, "learning_rate": 6.912721357985597e-09, "loss": 0.2747, "loss_nan_ranks": 0, "loss_rank_avg": 0.2752983272075653, "step": 4350, "valid_targets_mean": 6781.8, "valid_targets_min": 4555 }, { "epoch": 6.956869009584665, "grad_norm": 0.4108348801920983, "learning_rate": 4.976731855104166e-09, "loss": 0.2403, "loss_nan_ranks": 0, "loss_rank_avg": 0.2581372857093811, "step": 4355, "valid_targets_mean": 5807.4, "valid_targets_min": 2440 }, { "epoch": 6.964856230031949, "grad_norm": 0.37029108470652733, "learning_rate": 3.3580697274016028e-09, "loss": 0.262, "loss_nan_ranks": 0, "loss_rank_avg": 0.2512226104736328, "step": 4360, "valid_targets_mean": 6862.8, "valid_targets_min": 714 }, { "epoch": 6.972843450479234, "grad_norm": 0.4080289348592804, "learning_rate": 2.056760663555757e-09, "loss": 0.2791, "loss_nan_ranks": 0, "loss_rank_avg": 0.28627151250839233, "step": 4365, "valid_targets_mean": 6440.4, "valid_targets_min": 3159 }, { "epoch": 6.980830670926517, "grad_norm": 0.44086072052629505, "learning_rate": 1.0728253157599178e-09, "loss": 0.2699, "loss_nan_ranks": 0, "loss_rank_avg": 0.21977540850639343, "step": 4370, "valid_targets_mean": 5270.1, "valid_targets_min": 2667 }, { "epoch": 6.988817891373802, "grad_norm": 0.38517817958136297, "learning_rate": 4.062792993786424e-10, "loss": 0.258, "loss_nan_ranks": 0, "loss_rank_avg": 0.25942468643188477, "step": 4375, "valid_targets_mean": 6358.6, "valid_targets_min": 2666 }, { "epoch": 6.996805111821086, "grad_norm": 0.40393719527385674, "learning_rate": 5.7133192707947705e-11, "loss": 0.2626, "loss_nan_ranks": 0, "loss_rank_avg": 0.2742898464202881, "step": 4380, "valid_targets_mean": 6395.8, "valid_targets_min": 3183 }, { "epoch": 7.0, "loss_nan_ranks": 0, "loss_rank_avg": 0.3153660297393799, "step": 4382, "total_flos": 2217013767766016.0, "train_loss": 0.30451241010457397, "train_runtime": 31496.7211, "train_samples_per_second": 2.224, "train_steps_per_second": 0.139, "valid_targets_mean": 6202.0, "valid_targets_min": 1923 } ], "logging_steps": 5, "max_steps": 4382, "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": 2217013767766016.0, "train_batch_size": 1, "trial_name": null, "trial_params": null }