{ "best_metric": 0.016573524102568626, "best_model_checkpoint": "/gpfs/gibbs/pi/dijk/BrainLM_runs/2023-11-17-17_37_00/checkpoint-4400", "epoch": 19.292899505226252, "global_step": 4600, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0, "learning_rate": 2.100840336134454e-05, "loss": 0.0205, "step": 50 }, { "epoch": 0, "eval_loss": 0.020380878821015358, "eval_mae": 0.10914861410856247, "eval_mse": 0.020377445966005325, "eval_r2": 0.08699230219766863, "eval_runtime": 65.4495, "eval_samples_per_second": 6.112, "eval_steps_per_second": 3.056, "step": 50 }, { "epoch": 0, "learning_rate": 4.201680672268908e-05, "loss": 0.0195, "step": 100 }, { "epoch": 0, "eval_loss": 0.01993260346353054, "eval_mae": 0.10798273980617523, "eval_mse": 0.019940046593546867, "eval_r2": 0.10634720488402916, "eval_runtime": 82.6009, "eval_samples_per_second": 4.843, "eval_steps_per_second": 2.421, "step": 100 }, { "epoch": 0, "learning_rate": 6.302521008403361e-05, "loss": 0.0191, "step": 150 }, { "epoch": 0, "eval_loss": 0.01966927945613861, "eval_mae": 0.10720709711313248, "eval_mse": 0.019672850146889687, "eval_r2": 0.1188939908583877, "eval_runtime": 273.6405, "eval_samples_per_second": 1.462, "eval_steps_per_second": 0.731, "step": 150 }, { "epoch": 0, "learning_rate": 8.403361344537815e-05, "loss": 0.0189, "step": 200 }, { "epoch": 0, "eval_loss": 0.019402366131544113, "eval_mae": 0.10650211572647095, "eval_mse": 0.01940837688744068, "eval_r2": 0.1273264644968536, "eval_runtime": 65.4954, "eval_samples_per_second": 6.107, "eval_steps_per_second": 3.054, "step": 200 }, { "epoch": 1, "learning_rate": 9.999826244478293e-05, "loss": 0.0187, "step": 250 }, { "epoch": 1, "eval_loss": 0.019103730097413063, "eval_mae": 0.10563357919454575, "eval_mse": 0.01910446584224701, "eval_r2": 0.14288129156056273, "eval_runtime": 67.6226, "eval_samples_per_second": 5.915, "eval_steps_per_second": 2.958, "step": 250 }, { "epoch": 1, "learning_rate": 9.995362383107962e-05, "loss": 0.0183, "step": 300 }, { "epoch": 1, "eval_loss": 0.0188433900475502, "eval_mae": 0.1049303263425827, "eval_mse": 0.018846124410629272, "eval_r2": 0.15557466279282905, "eval_runtime": 63.0108, "eval_samples_per_second": 6.348, "eval_steps_per_second": 3.174, "step": 300 }, { "epoch": 1, "learning_rate": 9.98487151097676e-05, "loss": 0.0181, "step": 350 }, { "epoch": 1, "eval_loss": 0.018534274771809578, "eval_mae": 0.10398274660110474, "eval_mse": 0.018525807186961174, "eval_r2": 0.16440368152546336, "eval_runtime": 63.6126, "eval_samples_per_second": 6.288, "eval_steps_per_second": 3.144, "step": 350 }, { "epoch": 1, "learning_rate": 9.968366285544619e-05, "loss": 0.0179, "step": 400 }, { "epoch": 1, "eval_loss": 0.01846296340227127, "eval_mae": 0.10383900254964828, "eval_mse": 0.018469005823135376, "eval_r2": 0.17126507792798895, "eval_runtime": 64.4338, "eval_samples_per_second": 6.208, "eval_steps_per_second": 3.104, "step": 400 }, { "epoch": 1, "learning_rate": 9.945866620716411e-05, "loss": 0.0177, "step": 450 }, { "epoch": 1, "eval_loss": 0.01835346780717373, "eval_mae": 0.10348159074783325, "eval_mse": 0.018356231972575188, "eval_r2": 0.1812631242910432, "eval_runtime": 63.7952, "eval_samples_per_second": 6.27, "eval_steps_per_second": 3.135, "step": 450 }, { "epoch": 2, "learning_rate": 9.917399662815391e-05, "loss": 0.0176, "step": 500 }, { "epoch": 2, "eval_loss": 0.018152762204408646, "eval_mae": 0.10292253643274307, "eval_mse": 0.018158329650759697, "eval_r2": 0.18455260254083927, "eval_runtime": 62.2123, "eval_samples_per_second": 6.43, "eval_steps_per_second": 3.215, "step": 500 }, { "epoch": 2, "learning_rate": 9.882999757830588e-05, "loss": 0.0175, "step": 550 }, { "epoch": 2, "eval_loss": 0.018096117302775383, "eval_mae": 0.10270749032497406, "eval_mse": 0.01808706857264042, "eval_r2": 0.1878013710016545, "eval_runtime": 62.45, "eval_samples_per_second": 6.405, "eval_steps_per_second": 3.203, "step": 550 }, { "epoch": 2, "learning_rate": 9.842708409977635e-05, "loss": 0.0174, "step": 600 }, { "epoch": 2, "eval_loss": 0.018007792532444, "eval_mae": 0.10250235348939896, "eval_mse": 0.01801513321697712, "eval_r2": 0.19156642781886424, "eval_runtime": 62.617, "eval_samples_per_second": 6.388, "eval_steps_per_second": 3.194, "step": 600 }, { "epoch": 2, "learning_rate": 9.796574231623055e-05, "loss": 0.0173, "step": 650 }, { "epoch": 2, "eval_loss": 0.017887134104967117, "eval_mae": 0.10214251279830933, "eval_mse": 0.017883572727441788, "eval_r2": 0.19610529281414957, "eval_runtime": 63.0647, "eval_samples_per_second": 6.343, "eval_steps_per_second": 3.171, "step": 650 }, { "epoch": 2, "learning_rate": 9.744652884632406e-05, "loss": 0.0173, "step": 700 }, { "epoch": 2, "eval_loss": 0.017843402922153473, "eval_mae": 0.10201350599527359, "eval_mse": 0.017849572002887726, "eval_r2": 0.20036411183239422, "eval_runtime": 63.1964, "eval_samples_per_second": 6.329, "eval_steps_per_second": 3.165, "step": 700 }, { "epoch": 3, "learning_rate": 9.687007013213063e-05, "loss": 0.0172, "step": 750 }, { "epoch": 3, "eval_loss": 0.017804041504859924, "eval_mae": 0.10189322382211685, "eval_mse": 0.01781976968050003, "eval_r2": 0.20562580407293896, "eval_runtime": 63.7696, "eval_samples_per_second": 6.273, "eval_steps_per_second": 3.136, "step": 750 }, { "epoch": 3, "learning_rate": 9.623706168332645e-05, "loss": 0.0171, "step": 800 }, { "epoch": 3, "eval_loss": 0.017708342522382736, "eval_mae": 0.10164093226194382, "eval_mse": 0.017712706699967384, "eval_r2": 0.20602592052107038, "eval_runtime": 63.456, "eval_samples_per_second": 6.304, "eval_steps_per_second": 3.152, "step": 800 }, { "epoch": 3, "learning_rate": 9.554826723804303e-05, "loss": 0.017, "step": 850 }, { "epoch": 3, "eval_loss": 0.017668385058641434, "eval_mae": 0.10145936906337738, "eval_mse": 0.017669973894953728, "eval_r2": 0.20682701060142172, "eval_runtime": 63.5861, "eval_samples_per_second": 6.291, "eval_steps_per_second": 3.145, "step": 850 }, { "epoch": 3, "learning_rate": 9.480451784140091e-05, "loss": 0.017, "step": 900 }, { "epoch": 3, "eval_loss": 0.017553946003317833, "eval_mae": 0.10114699602127075, "eval_mse": 0.01755087450146675, "eval_r2": 0.2111549450823803, "eval_runtime": 62.7965, "eval_samples_per_second": 6.37, "eval_steps_per_second": 3.185, "step": 900 }, { "epoch": 3, "learning_rate": 9.400671084283607e-05, "loss": 0.017, "step": 950 }, { "epoch": 3, "eval_loss": 0.017535727471113205, "eval_mae": 0.10109320282936096, "eval_mse": 0.017534563317894936, "eval_r2": 0.21152867082641214, "eval_runtime": 62.081, "eval_samples_per_second": 6.443, "eval_steps_per_second": 3.222, "step": 950 }, { "epoch": 4, "learning_rate": 9.315580881342876e-05, "loss": 0.0168, "step": 1000 }, { "epoch": 4, "eval_loss": 0.01751740463078022, "eval_mae": 0.10102058947086334, "eval_mse": 0.017521008849143982, "eval_r2": 0.2173146917939317, "eval_runtime": 63.7702, "eval_samples_per_second": 6.273, "eval_steps_per_second": 3.136, "step": 1000 }, { "epoch": 4, "learning_rate": 9.225283838454111e-05, "loss": 0.0169, "step": 1050 }, { "epoch": 4, "eval_loss": 0.017473317682743073, "eval_mae": 0.1008896455168724, "eval_mse": 0.0174697358161211, "eval_r2": 0.21592913051237428, "eval_runtime": 63.0763, "eval_samples_per_second": 6.342, "eval_steps_per_second": 3.171, "step": 1050 }, { "epoch": 4, "learning_rate": 9.129888900916456e-05, "loss": 0.0168, "step": 1100 }, { "epoch": 4, "eval_loss": 0.01740197278559208, "eval_mae": 0.10066132992506027, "eval_mse": 0.017395442351698875, "eval_r2": 0.21965390849250066, "eval_runtime": 62.679, "eval_samples_per_second": 6.382, "eval_steps_per_second": 3.191, "step": 1100 }, { "epoch": 4, "learning_rate": 9.029511164747175e-05, "loss": 0.0168, "step": 1150 }, { "epoch": 4, "eval_loss": 0.01737840846180916, "eval_mae": 0.100642628967762, "eval_mse": 0.01738792657852173, "eval_r2": 0.2177673870807011, "eval_runtime": 63.0635, "eval_samples_per_second": 6.343, "eval_steps_per_second": 3.171, "step": 1150 }, { "epoch": 5, "learning_rate": 8.924271737815854e-05, "loss": 0.0167, "step": 1200 }, { "epoch": 5, "eval_loss": 0.017356639727950096, "eval_mae": 0.10054408758878708, "eval_mse": 0.01736092008650303, "eval_r2": 0.22268234003478382, "eval_runtime": 62.6903, "eval_samples_per_second": 6.381, "eval_steps_per_second": 3.19, "step": 1200 }, { "epoch": 5, "learning_rate": 8.814297593725199e-05, "loss": 0.0167, "step": 1250 }, { "epoch": 5, "eval_loss": 0.017370322719216347, "eval_mae": 0.10060014575719833, "eval_mse": 0.017372848466038704, "eval_r2": 0.22218442610232647, "eval_runtime": 62.9578, "eval_samples_per_second": 6.353, "eval_steps_per_second": 3.177, "step": 1250 }, { "epoch": 5, "learning_rate": 8.699721418614673e-05, "loss": 0.0167, "step": 1300 }, { "epoch": 5, "eval_loss": 0.017255190759897232, "eval_mae": 0.10025202482938766, "eval_mse": 0.0172572061419487, "eval_r2": 0.2245981157395297, "eval_runtime": 62.725, "eval_samples_per_second": 6.377, "eval_steps_per_second": 3.189, "step": 1300 }, { "epoch": 5, "learning_rate": 8.580681451071866e-05, "loss": 0.0166, "step": 1350 }, { "epoch": 5, "eval_loss": 0.017206793650984764, "eval_mae": 0.10011155903339386, "eval_mse": 0.017209110781550407, "eval_r2": 0.22857719354252215, "eval_runtime": 63.8964, "eval_samples_per_second": 6.26, "eval_steps_per_second": 3.13, "step": 1350 }, { "epoch": 5, "learning_rate": 8.457321315344694e-05, "loss": 0.0167, "step": 1400 }, { "epoch": 5, "eval_loss": 0.017166156321763992, "eval_mae": 0.10000505298376083, "eval_mse": 0.017173225060105324, "eval_r2": 0.22773855218146166, "eval_runtime": 63.4268, "eval_samples_per_second": 6.306, "eval_steps_per_second": 3.153, "step": 1400 }, { "epoch": 6, "learning_rate": 8.329789848055704e-05, "loss": 0.0164, "step": 1450 }, { "epoch": 6, "eval_loss": 0.01718437485396862, "eval_mae": 0.10002291202545166, "eval_mse": 0.01718369498848915, "eval_r2": 0.2300388059901679, "eval_runtime": 63.8338, "eval_samples_per_second": 6.266, "eval_steps_per_second": 3.133, "step": 1450 }, { "epoch": 6, "learning_rate": 8.198240918627524e-05, "loss": 0.0166, "step": 1500 }, { "epoch": 6, "eval_loss": 0.017157739028334618, "eval_mae": 0.09996546804904938, "eval_mse": 0.017160937190055847, "eval_r2": 0.23035895673172035, "eval_runtime": 62.0856, "eval_samples_per_second": 6.443, "eval_steps_per_second": 3.221, "step": 1500 }, { "epoch": 6, "learning_rate": 8.062833243636134e-05, "loss": 0.0165, "step": 1550 }, { "epoch": 6, "eval_loss": 0.01712297834455967, "eval_mae": 0.09981416165828705, "eval_mse": 0.017125777900218964, "eval_r2": 0.23338275672251196, "eval_runtime": 62.5642, "eval_samples_per_second": 6.393, "eval_steps_per_second": 3.197, "step": 1550 }, { "epoch": 6, "learning_rate": 7.923730195315962e-05, "loss": 0.0165, "step": 1600 }, { "epoch": 6, "eval_loss": 0.01711028628051281, "eval_mae": 0.09980826824903488, "eval_mse": 0.01711735874414444, "eval_r2": 0.23415986485617102, "eval_runtime": 63.2895, "eval_samples_per_second": 6.32, "eval_steps_per_second": 3.16, "step": 1600 }, { "epoch": 6, "learning_rate": 7.781099604447794e-05, "loss": 0.0164, "step": 1650 }, { "epoch": 6, "eval_loss": 0.017070267349481583, "eval_mae": 0.09970243275165558, "eval_mse": 0.01707725040614605, "eval_r2": 0.23408428218933097, "eval_runtime": 62.7311, "eval_samples_per_second": 6.376, "eval_steps_per_second": 3.188, "step": 1650 }, { "epoch": 7, "learning_rate": 7.635113557867395e-05, "loss": 0.0165, "step": 1700 }, { "epoch": 7, "eval_loss": 0.017109189182519913, "eval_mae": 0.09978970885276794, "eval_mse": 0.017108654603362083, "eval_r2": 0.23454243286934806, "eval_runtime": 63.1248, "eval_samples_per_second": 6.337, "eval_steps_per_second": 3.168, "step": 1700 }, { "epoch": 7, "learning_rate": 7.485948190839077e-05, "loss": 0.0164, "step": 1750 }, { "epoch": 7, "eval_loss": 0.01705513708293438, "eval_mae": 0.09960421919822693, "eval_mse": 0.017058243975043297, "eval_r2": 0.2349071550024685, "eval_runtime": 62.8704, "eval_samples_per_second": 6.362, "eval_steps_per_second": 3.181, "step": 1750 }, { "epoch": 7, "learning_rate": 7.333783474544758e-05, "loss": 0.0165, "step": 1800 }, { "epoch": 7, "eval_loss": 0.01703445240855217, "eval_mae": 0.09956526756286621, "eval_mse": 0.017035936936736107, "eval_r2": 0.23700014890629983, "eval_runtime": 62.8756, "eval_samples_per_second": 6.362, "eval_steps_per_second": 3.181, "step": 1800 }, { "epoch": 7, "learning_rate": 7.178802998944933e-05, "loss": 0.0163, "step": 1850 }, { "epoch": 7, "eval_loss": 0.017014818266034126, "eval_mae": 0.09949322044849396, "eval_mse": 0.01701194979250431, "eval_r2": 0.23927528453479352, "eval_runtime": 62.7426, "eval_samples_per_second": 6.375, "eval_steps_per_second": 3.188, "step": 1850 }, { "epoch": 7, "learning_rate": 7.021193751273462e-05, "loss": 0.0163, "step": 1900 }, { "epoch": 7, "eval_loss": 0.016955234110355377, "eval_mae": 0.09930498152971268, "eval_mse": 0.01695319451391697, "eval_r2": 0.2370158653005695, "eval_runtime": 63.4621, "eval_samples_per_second": 6.303, "eval_steps_per_second": 3.151, "step": 1900 }, { "epoch": 8, "learning_rate": 6.86114589043352e-05, "loss": 0.0163, "step": 1950 }, { "epoch": 8, "eval_loss": 0.016957027837634087, "eval_mae": 0.09929080307483673, "eval_mse": 0.016954666003584862, "eval_r2": 0.23837789423341782, "eval_runtime": 63.6096, "eval_samples_per_second": 6.288, "eval_steps_per_second": 3.144, "step": 1950 }, { "epoch": 8, "learning_rate": 6.698852517566836e-05, "loss": 0.0163, "step": 2000 }, { "epoch": 8, "eval_loss": 0.016924967989325523, "eval_mae": 0.09920791536569595, "eval_mse": 0.016921618953347206, "eval_r2": 0.23921405049323863, "eval_runtime": 62.3232, "eval_samples_per_second": 6.418, "eval_steps_per_second": 3.209, "step": 2000 }, { "epoch": 8, "learning_rate": 6.534509443073072e-05, "loss": 0.0163, "step": 2050 }, { "epoch": 8, "eval_loss": 0.016955628991127014, "eval_mae": 0.09933258593082428, "eval_mse": 0.01695682480931282, "eval_r2": 0.24050878076217264, "eval_runtime": 62.7525, "eval_samples_per_second": 6.374, "eval_steps_per_second": 3.187, "step": 2050 }, { "epoch": 8, "learning_rate": 6.368314950360415e-05, "loss": 0.0163, "step": 2100 }, { "epoch": 8, "eval_loss": 0.016915885731577873, "eval_mae": 0.09923145920038223, "eval_mse": 0.01692046783864498, "eval_r2": 0.24116580712888347, "eval_runtime": 62.4103, "eval_samples_per_second": 6.409, "eval_steps_per_second": 3.205, "step": 2100 }, { "epoch": 9, "learning_rate": 6.200469556612435e-05, "loss": 0.0163, "step": 2150 }, { "epoch": 9, "eval_loss": 0.016883673146367073, "eval_mae": 0.09907432645559311, "eval_mse": 0.016882291063666344, "eval_r2": 0.23994247077801656, "eval_runtime": 63.1914, "eval_samples_per_second": 6.33, "eval_steps_per_second": 3.165, "step": 2150 }, { "epoch": 9, "learning_rate": 6.031175770859848e-05, "loss": 0.0163, "step": 2200 }, { "epoch": 9, "eval_loss": 0.01691693253815174, "eval_mae": 0.09921909868717194, "eval_mse": 0.01691514253616333, "eval_r2": 0.24448073571582285, "eval_runtime": 63.0869, "eval_samples_per_second": 6.34, "eval_steps_per_second": 3.17, "step": 2200 }, { "epoch": 9, "learning_rate": 5.8606378496490735e-05, "loss": 0.0163, "step": 2250 }, { "epoch": 9, "eval_loss": 0.01691095158457756, "eval_mae": 0.09917566925287247, "eval_mse": 0.016911856830120087, "eval_r2": 0.24367263560029062, "eval_runtime": 62.6214, "eval_samples_per_second": 6.388, "eval_steps_per_second": 3.194, "step": 2250 }, { "epoch": 9, "learning_rate": 5.6890615506023705e-05, "loss": 0.0162, "step": 2300 }, { "epoch": 9, "eval_loss": 0.016852255910634995, "eval_mae": 0.09895263612270355, "eval_mse": 0.016846586018800735, "eval_r2": 0.24440525606317043, "eval_runtime": 63.9638, "eval_samples_per_second": 6.254, "eval_steps_per_second": 3.127, "step": 2300 }, { "epoch": 9, "learning_rate": 5.5166538841669025e-05, "loss": 0.0161, "step": 2350 }, { "epoch": 9, "eval_loss": 0.016831671819090843, "eval_mae": 0.09894772619009018, "eval_mse": 0.01683351770043373, "eval_r2": 0.24440384235611556, "eval_runtime": 63.0545, "eval_samples_per_second": 6.344, "eval_steps_per_second": 3.172, "step": 2350 }, { "epoch": 10, "learning_rate": 5.343622863852232e-05, "loss": 0.0163, "step": 2400 }, { "epoch": 10, "eval_loss": 0.016827262938022614, "eval_mae": 0.09892594069242477, "eval_mse": 0.01683083176612854, "eval_r2": 0.24909316086739675, "eval_runtime": 62.71, "eval_samples_per_second": 6.379, "eval_steps_per_second": 3.189, "step": 2400 }, { "epoch": 10, "learning_rate": 5.170177255257618e-05, "loss": 0.0162, "step": 2450 }, { "epoch": 10, "eval_loss": 0.016822684556245804, "eval_mae": 0.09890511631965637, "eval_mse": 0.016828058287501335, "eval_r2": 0.24537013068417224, "eval_runtime": 62.313, "eval_samples_per_second": 6.419, "eval_steps_per_second": 3.21, "step": 2450 }, { "epoch": 10, "learning_rate": 4.996526324191872e-05, "loss": 0.0161, "step": 2500 }, { "epoch": 10, "eval_loss": 0.016806134954094887, "eval_mae": 0.09885768592357635, "eval_mse": 0.01680225133895874, "eval_r2": 0.24621643781805225, "eval_runtime": 62.9889, "eval_samples_per_second": 6.35, "eval_steps_per_second": 3.175, "step": 2500 }, { "epoch": 10, "learning_rate": 4.822879584189731e-05, "loss": 0.0162, "step": 2550 }, { "epoch": 10, "eval_loss": 0.01680067367851734, "eval_mae": 0.09885375201702118, "eval_mse": 0.01680714637041092, "eval_r2": 0.2480926793721172, "eval_runtime": 62.8794, "eval_samples_per_second": 6.361, "eval_steps_per_second": 3.181, "step": 2550 }, { "epoch": 10, "learning_rate": 4.6494465437293225e-05, "loss": 0.0162, "step": 2600 }, { "epoch": 10, "eval_loss": 0.01678573526442051, "eval_mae": 0.09876307845115662, "eval_mse": 0.01678406447172165, "eval_r2": 0.24622674800267175, "eval_runtime": 63.1145, "eval_samples_per_second": 6.338, "eval_steps_per_second": 3.169, "step": 2600 }, { "epoch": 11, "learning_rate": 4.476436453455742e-05, "loss": 0.0161, "step": 2650 }, { "epoch": 11, "eval_loss": 0.016767781227827072, "eval_mae": 0.09874103963375092, "eval_mse": 0.01676834560930729, "eval_r2": 0.24893675048568276, "eval_runtime": 63.6881, "eval_samples_per_second": 6.281, "eval_steps_per_second": 3.14, "step": 2650 }, { "epoch": 11, "learning_rate": 4.3040580537157024e-05, "loss": 0.0161, "step": 2700 }, { "epoch": 11, "eval_loss": 0.016766654327511787, "eval_mae": 0.0987214520573616, "eval_mse": 0.016764981672167778, "eval_r2": 0.24921689372938038, "eval_runtime": 62.2087, "eval_samples_per_second": 6.43, "eval_steps_per_second": 3.215, "step": 2700 }, { "epoch": 11, "learning_rate": 4.1325193227078816e-05, "loss": 0.0161, "step": 2750 }, { "epoch": 11, "eval_loss": 0.01673816703259945, "eval_mae": 0.09863594174385071, "eval_mse": 0.01673576422035694, "eval_r2": 0.24761288350255228, "eval_runtime": 62.9694, "eval_samples_per_second": 6.352, "eval_steps_per_second": 3.176, "step": 2750 }, { "epoch": 11, "learning_rate": 3.962027225552807e-05, "loss": 0.0162, "step": 2800 }, { "epoch": 11, "eval_loss": 0.016739826649427414, "eval_mae": 0.09863518178462982, "eval_mse": 0.016731785610318184, "eval_r2": 0.24922910335616988, "eval_runtime": 62.5788, "eval_samples_per_second": 6.392, "eval_steps_per_second": 3.196, "step": 2800 }, { "epoch": 11, "learning_rate": 3.79278746458504e-05, "loss": 0.0161, "step": 2850 }, { "epoch": 11, "eval_loss": 0.016736237332224846, "eval_mae": 0.09862860292196274, "eval_mse": 0.016738129779696465, "eval_r2": 0.24936630700011952, "eval_runtime": 63.2169, "eval_samples_per_second": 6.327, "eval_steps_per_second": 3.164, "step": 2850 }, { "epoch": 12, "learning_rate": 3.6250042311689505e-05, "loss": 0.0161, "step": 2900 }, { "epoch": 12, "eval_loss": 0.016720617190003395, "eval_mae": 0.09856829792261124, "eval_mse": 0.016721663996577263, "eval_r2": 0.24943757367634767, "eval_runtime": 62.9559, "eval_samples_per_second": 6.354, "eval_steps_per_second": 3.177, "step": 2900 }, { "epoch": 12, "learning_rate": 3.458879959337494e-05, "loss": 0.016, "step": 2950 }, { "epoch": 12, "eval_loss": 0.01672213524580002, "eval_mae": 0.0985676720738411, "eval_mse": 0.016720319166779518, "eval_r2": 0.24865355220765406, "eval_runtime": 63.4117, "eval_samples_per_second": 6.308, "eval_steps_per_second": 3.154, "step": 2950 }, { "epoch": 12, "learning_rate": 3.294615081551259e-05, "loss": 0.0161, "step": 3000 }, { "epoch": 12, "eval_loss": 0.016707362607121468, "eval_mae": 0.09850940108299255, "eval_mse": 0.016702940687537193, "eval_r2": 0.24840998553438287, "eval_runtime": 62.8197, "eval_samples_per_second": 6.367, "eval_steps_per_second": 3.184, "step": 3000 }, { "epoch": 12, "learning_rate": 3.132407786872442e-05, "loss": 0.0161, "step": 3050 }, { "epoch": 12, "eval_loss": 0.01671912521123886, "eval_mae": 0.09860337525606155, "eval_mse": 0.016718650236725807, "eval_r2": 0.2525614324396165, "eval_runtime": 62.3061, "eval_samples_per_second": 6.42, "eval_steps_per_second": 3.21, "step": 3050 }, { "epoch": 13, "learning_rate": 2.9724537818455466e-05, "loss": 0.016, "step": 3100 }, { "epoch": 13, "eval_loss": 0.016661079600453377, "eval_mae": 0.09843301773071289, "eval_mse": 0.016662681475281715, "eval_r2": 0.25208811381954643, "eval_runtime": 62.656, "eval_samples_per_second": 6.384, "eval_steps_per_second": 3.192, "step": 3100 }, { "epoch": 13, "learning_rate": 2.8149460543732664e-05, "loss": 0.0161, "step": 3150 }, { "epoch": 13, "eval_loss": 0.016676336526870728, "eval_mae": 0.09842842072248459, "eval_mse": 0.01667998544871807, "eval_r2": 0.25096189530992574, "eval_runtime": 61.8687, "eval_samples_per_second": 6.465, "eval_steps_per_second": 3.233, "step": 3150 }, { "epoch": 13, "learning_rate": 2.6600746408725063e-05, "loss": 0.0161, "step": 3200 }, { "epoch": 13, "eval_loss": 0.016732489690184593, "eval_mae": 0.09858258813619614, "eval_mse": 0.016734851524233818, "eval_r2": 0.25186837331344525, "eval_runtime": 62.9675, "eval_samples_per_second": 6.352, "eval_steps_per_second": 3.176, "step": 3200 }, { "epoch": 13, "learning_rate": 2.5080263969913897e-05, "loss": 0.016, "step": 3250 }, { "epoch": 13, "eval_loss": 0.016638994216918945, "eval_mae": 0.09835705161094666, "eval_mse": 0.016642747446894646, "eval_r2": 0.25120772331092656, "eval_runtime": 62.2252, "eval_samples_per_second": 6.428, "eval_steps_per_second": 3.214, "step": 3250 }, { "epoch": 13, "learning_rate": 2.3589847721639617e-05, "loss": 0.0161, "step": 3300 }, { "epoch": 13, "eval_loss": 0.01668979413807392, "eval_mae": 0.09847620874643326, "eval_mse": 0.016691412776708603, "eval_r2": 0.2516642585572433, "eval_runtime": 63.1219, "eval_samples_per_second": 6.337, "eval_steps_per_second": 3.168, "step": 3300 }, { "epoch": 14, "learning_rate": 2.2131295882745597e-05, "loss": 0.016, "step": 3350 }, { "epoch": 14, "eval_loss": 0.016662921756505966, "eval_mae": 0.09842050820589066, "eval_mse": 0.016670849174261093, "eval_r2": 0.2505160489332994, "eval_runtime": 62.776, "eval_samples_per_second": 6.372, "eval_steps_per_second": 3.186, "step": 3350 }, { "epoch": 14, "learning_rate": 2.070636822698877e-05, "loss": 0.0159, "step": 3400 }, { "epoch": 14, "eval_loss": 0.01665448024868965, "eval_mae": 0.09836740046739578, "eval_mse": 0.016657505184412003, "eval_r2": 0.25081546773511, "eval_runtime": 62.5067, "eval_samples_per_second": 6.399, "eval_steps_per_second": 3.2, "step": 3400 }, { "epoch": 14, "learning_rate": 1.9316783959835345e-05, "loss": 0.016, "step": 3450 }, { "epoch": 14, "eval_loss": 0.01669839210808277, "eval_mae": 0.09849409759044647, "eval_mse": 0.01669597439467907, "eval_r2": 0.25497888003639246, "eval_runtime": 63.4933, "eval_samples_per_second": 6.3, "eval_steps_per_second": 3.15, "step": 3450 }, { "epoch": 14, "learning_rate": 1.796421964420285e-05, "loss": 0.0161, "step": 3500 }, { "epoch": 14, "eval_loss": 0.01662326790392399, "eval_mae": 0.0982794538140297, "eval_mse": 0.016625171527266502, "eval_r2": 0.2520529598686879, "eval_runtime": 62.7103, "eval_samples_per_second": 6.379, "eval_steps_per_second": 3.189, "step": 3500 }, { "epoch": 14, "learning_rate": 1.665030717765149e-05, "loss": 0.016, "step": 3550 }, { "epoch": 14, "eval_loss": 0.016656357795000076, "eval_mae": 0.09835183620452881, "eval_mse": 0.016651729121804237, "eval_r2": 0.2521458867843698, "eval_runtime": 64.4578, "eval_samples_per_second": 6.206, "eval_steps_per_second": 3.103, "step": 3550 }, { "epoch": 15, "learning_rate": 1.5376631823464953e-05, "loss": 0.0161, "step": 3600 }, { "epoch": 15, "eval_loss": 0.01665300317108631, "eval_mae": 0.09836214780807495, "eval_mse": 0.01665370911359787, "eval_r2": 0.25267425736469795, "eval_runtime": 63.0441, "eval_samples_per_second": 6.345, "eval_steps_per_second": 3.172, "step": 3600 }, { "epoch": 15, "learning_rate": 1.4144730297996666e-05, "loss": 0.016, "step": 3650 }, { "epoch": 15, "eval_loss": 0.01662749983370304, "eval_mae": 0.09827445447444916, "eval_mse": 0.016627401113510132, "eval_r2": 0.2526889218862315, "eval_runtime": 62.6614, "eval_samples_per_second": 6.384, "eval_steps_per_second": 3.192, "step": 3650 }, { "epoch": 15, "learning_rate": 1.295608891658896e-05, "loss": 0.016, "step": 3700 }, { "epoch": 15, "eval_loss": 0.016592269763350487, "eval_mae": 0.09820396453142166, "eval_mse": 0.0165996253490448, "eval_r2": 0.25472996642841683, "eval_runtime": 63.4328, "eval_samples_per_second": 6.306, "eval_steps_per_second": 3.153, "step": 3700 }, { "epoch": 15, "learning_rate": 1.1812141800301945e-05, "loss": 0.016, "step": 3750 }, { "epoch": 15, "eval_loss": 0.016636423766613007, "eval_mae": 0.0983065739274025, "eval_mse": 0.016633499413728714, "eval_r2": 0.25374046203309764, "eval_runtime": 62.8839, "eval_samples_per_second": 6.361, "eval_steps_per_second": 3.18, "step": 3750 }, { "epoch": 15, "learning_rate": 1.0714269145616063e-05, "loss": 0.0159, "step": 3800 }, { "epoch": 15, "eval_loss": 0.016631022095680237, "eval_mae": 0.09828473627567291, "eval_mse": 0.01662875898182392, "eval_r2": 0.25143078561422905, "eval_runtime": 62.4886, "eval_samples_per_second": 6.401, "eval_steps_per_second": 3.201, "step": 3800 }, { "epoch": 16, "learning_rate": 9.663795559195733e-06, "loss": 0.0159, "step": 3850 }, { "epoch": 16, "eval_loss": 0.016640575602650642, "eval_mae": 0.09832051396369934, "eval_mse": 0.016639817506074905, "eval_r2": 0.25420519067693936, "eval_runtime": 63.7918, "eval_samples_per_second": 6.27, "eval_steps_per_second": 3.135, "step": 3850 }, { "epoch": 16, "learning_rate": 8.661988459723309e-06, "loss": 0.016, "step": 3900 }, { "epoch": 16, "eval_loss": 0.016633687540888786, "eval_mae": 0.09830807894468307, "eval_mse": 0.0166340135037899, "eval_r2": 0.2559419583101087, "eval_runtime": 64.9995, "eval_samples_per_second": 6.154, "eval_steps_per_second": 3.077, "step": 3900 }, { "epoch": 16, "learning_rate": 7.710056548731447e-06, "loss": 0.016, "step": 3950 }, { "epoch": 16, "eval_loss": 0.01665404625236988, "eval_mae": 0.09835316985845566, "eval_mse": 0.01665414310991764, "eval_r2": 0.25389154611800946, "eval_runtime": 63.3284, "eval_samples_per_second": 6.316, "eval_steps_per_second": 3.158, "step": 3950 }, { "epoch": 16, "learning_rate": 6.809148352279182e-06, "loss": 0.016, "step": 4000 }, { "epoch": 16, "eval_loss": 0.016643621027469635, "eval_mae": 0.09831266850233078, "eval_mse": 0.0166462492197752, "eval_r2": 0.253610910132235, "eval_runtime": 62.8474, "eval_samples_per_second": 6.365, "eval_steps_per_second": 3.182, "step": 4000 }, { "epoch": 16, "learning_rate": 5.960350835230766e-06, "loss": 0.0159, "step": 4050 }, { "epoch": 16, "eval_loss": 0.016641885042190552, "eval_mae": 0.09831728786230087, "eval_mse": 0.01664014533162117, "eval_r2": 0.2530172455633002, "eval_runtime": 62.9766, "eval_samples_per_second": 6.352, "eval_steps_per_second": 3.176, "step": 4050 }, { "epoch": 17, "learning_rate": 5.164688089809444e-06, "loss": 0.0159, "step": 4100 }, { "epoch": 17, "eval_loss": 0.016620321199297905, "eval_mae": 0.09825479984283447, "eval_mse": 0.016620123758912086, "eval_r2": 0.2543216647578763, "eval_runtime": 63.7821, "eval_samples_per_second": 6.271, "eval_steps_per_second": 3.136, "step": 4100 }, { "epoch": 17, "learning_rate": 4.423120100008582e-06, "loss": 0.016, "step": 4150 }, { "epoch": 17, "eval_loss": 0.016626114025712013, "eval_mae": 0.0982520654797554, "eval_mse": 0.01661662384867668, "eval_r2": 0.25688829356860643, "eval_runtime": 63.3768, "eval_samples_per_second": 6.311, "eval_steps_per_second": 3.156, "step": 4150 }, { "epoch": 17, "learning_rate": 3.7365415833504725e-06, "loss": 0.0159, "step": 4200 }, { "epoch": 17, "eval_loss": 0.016621023416519165, "eval_mae": 0.0982469841837883, "eval_mse": 0.01662403903901577, "eval_r2": 0.2562592876194061, "eval_runtime": 63.3616, "eval_samples_per_second": 6.313, "eval_steps_per_second": 3.156, "step": 4200 }, { "epoch": 17, "learning_rate": 3.105780911390738e-06, "loss": 0.016, "step": 4250 }, { "epoch": 17, "eval_loss": 0.01661110669374466, "eval_mae": 0.09821216762065887, "eval_mse": 0.016603710129857063, "eval_r2": 0.2534045631002596, "eval_runtime": 63.6674, "eval_samples_per_second": 6.283, "eval_steps_per_second": 3.141, "step": 4250 }, { "epoch": 18, "learning_rate": 2.5315991102703716e-06, "loss": 0.016, "step": 4300 }, { "epoch": 18, "eval_loss": 0.016594773158431053, "eval_mae": 0.09816820174455643, "eval_mse": 0.016600053757429123, "eval_r2": 0.25425809369382535, "eval_runtime": 63.3127, "eval_samples_per_second": 6.318, "eval_steps_per_second": 3.159, "step": 4300 }, { "epoch": 18, "learning_rate": 2.0146889425216476e-06, "loss": 0.016, "step": 4350 }, { "epoch": 18, "eval_loss": 0.016598813235759735, "eval_mae": 0.09816797077655792, "eval_mse": 0.016591567546129227, "eval_r2": 0.2551125072294508, "eval_runtime": 61.9837, "eval_samples_per_second": 6.453, "eval_steps_per_second": 3.227, "step": 4350 }, { "epoch": 18, "learning_rate": 1.555674071235358e-06, "loss": 0.0159, "step": 4400 }, { "epoch": 18, "eval_loss": 0.016573524102568626, "eval_mae": 0.09814300388097763, "eval_mse": 0.016571756452322006, "eval_r2": 0.25463921169715287, "eval_runtime": 63.1303, "eval_samples_per_second": 6.336, "eval_steps_per_second": 3.168, "step": 4400 }, { "epoch": 18, "learning_rate": 1.155108307598024e-06, "loss": 0.016, "step": 4450 }, { "epoch": 18, "eval_loss": 0.016580162569880486, "eval_mae": 0.09815159440040588, "eval_mse": 0.01658167876303196, "eval_r2": 0.25566179703610914, "eval_runtime": 63.3862, "eval_samples_per_second": 6.311, "eval_steps_per_second": 3.155, "step": 4450 }, { "epoch": 18, "learning_rate": 8.134749427070376e-07, "loss": 0.016, "step": 4500 }, { "epoch": 18, "eval_loss": 0.016592783853411674, "eval_mae": 0.0981706902384758, "eval_mse": 0.016597216948866844, "eval_r2": 0.25482598937850753, "eval_runtime": 63.3827, "eval_samples_per_second": 6.311, "eval_steps_per_second": 3.155, "step": 4500 }, { "epoch": 19, "learning_rate": 5.311861644696048e-07, "loss": 0.0159, "step": 4550 }, { "epoch": 19, "eval_loss": 0.01663564145565033, "eval_mae": 0.09826894104480743, "eval_mse": 0.0166276004165411, "eval_r2": 0.2547617221900892, "eval_runtime": 62.9726, "eval_samples_per_second": 6.352, "eval_steps_per_second": 3.176, "step": 4550 }, { "epoch": 19, "learning_rate": 3.0858256028932776e-07, "loss": 0.016, "step": 4600 }, { "epoch": 19, "eval_loss": 0.016616160050034523, "eval_mae": 0.09824874997138977, "eval_mse": 0.016616739332675934, "eval_r2": 0.2550670819722727, "eval_runtime": 62.541, "eval_samples_per_second": 6.396, "eval_steps_per_second": 3.198, "step": 4600 } ], "max_steps": 4760, "num_train_epochs": 20, "total_flos": 1.1833548390119886e+21, "trial_name": null, "trial_params": null }